1
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Senff JR, Singh SD, Pasi M, Jolink WM, Rodrigues MA, Schreuder FH, Staals J, Schreuder T, Douwes JP, Talsma J, McKaig BN, Kourkoulis C, Yechoor N, Anderson CD, Puy L, Cordonnier C, Wermer MJ, Rothwell PM, Rosand J, Klijn CJ, Al-Shahi Salman R, Rinkel GJ, Viswanathan A, Goldstein JN, Brouwers HB. Long-Term Outcomes in Patients With Spontaneous Cerebellar Hemorrhage: An International Cohort Study. Stroke 2024; 55:1210-1217. [PMID: 38487876 PMCID: PMC11045548 DOI: 10.1161/strokeaha.123.044622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 11/28/2023] [Accepted: 12/13/2023] [Indexed: 04/19/2024]
Abstract
BACKGROUND Spontaneous intracerebral hemorrhage (ICH) in the cerebellum has a poor short-term prognosis, whereas data on the long-term case fatality and recurrent vascular events are sparse. Herewith, we aimed to assess the long-term case fatality and recurrence rate of vascular events after a first cerebellar ICH. METHODS In this international cohort study, we included patients from 10 hospitals (the United States and Europe from 1997 to 2017) aged ≥18 years with a first spontaneous cerebellar ICH who were discharged alive. Data on long-term case fatality and recurrence of vascular events (recurrent ICH [supratentoria or infratentorial], ischemic stroke, myocardial infarction, or major vascular surgery) were collected for survival analysis and absolute event rate calculation. RESULTS We included 405 patients with cerebellar ICH (mean age [SD], 72 [13] years, 49% female). The median survival time was 67 months (interquartile range, 23-100 months), with a cumulative survival rate of 34% at 10-year follow-up (median follow-up time per center ranged: 15-80 months). In the 347 patients with data on vascular events 92 events occurred in 78 patients, after initial cerebellar ICH: 31 (8.9%) patients had a recurrent ICH (absolute event rate, 1.8 per 100 patient-years [95% CI, 1.2-2.6]), 39 (11%) had an ischemic stroke (absolute event rate, 2.3 [95% CI, 1.6-3.2]), 13 (3.7%) had a myocardial infarction (absolute event rate, 0.8 [95% CI, 0.4-1.3]), and 5 (1.4%) underwent major vascular surgery (absolute event rate, 0.3 [95% CI, 0.1-0.7]). The median time to a first vascular event during follow-up was 27 months (interquartile range, 8.7-50 months), with a cumulative hazard of 47% at 10 years. CONCLUSIONS The long-term prognosis of patients who survive a first spontaneous cerebellar ICH is poor and comparable to that of patients who survive a first supratentorial ICH. Further identification of patients at high risk of vascular events following the initial cerebellar ICH is needed. Including patients with cerebellar ICH in randomized controlled trials on secondary prevention of patients with ICH is warranted.
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Affiliation(s)
- Jasper R. Senff
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (J.R.S., S.D.S., J.P.J.D., J.T., G.J.E.R., H.B.B.)
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston (J.R.S., S.D.S., C.K., N.Y., C.D.A., J.R.)
- Department of Neurology (J.R.S., S.D.S., C.K., N.Y., J.R.), Massachusetts General Hospital, Boston
- Center for Genomic Medicine (J.R.S., C.K., N.Y., C.D.A., S.D.S., J.R.), Massachusetts General Hospital, Boston
- Broad Institute, Cambridge (J.R.S., S.D.S., J.R.S., C.K., N.Y., C.D.A., J.R.)
| | - Sanjula D. Singh
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (J.R.S., S.D.S., J.P.J.D., J.T., G.J.E.R., H.B.B.)
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston (J.R.S., S.D.S., C.K., N.Y., C.D.A., J.R.)
- JPK Stroke Center (S.D.S., M.P., A.V.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston
- Department of Neurology (J.R.S., S.D.S., C.K., N.Y., J.R.), Massachusetts General Hospital, Boston
- Center for Genomic Medicine (J.R.S., C.K., N.Y., C.D.A., S.D.S., J.R.), Massachusetts General Hospital, Boston
- Broad Institute, Cambridge (J.R.S., S.D.S., J.R.S., C.K., N.Y., C.D.A., J.R.)
| | - Marco Pasi
- JPK Stroke Center (S.D.S., M.P., A.V.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston
- University Lille, Inserm, CHU Lille, U1172 – LilNCog – Lille Neuroscience & Cognition, France (M.P., L.P., C.C.)
- Neurology Department, University Hospital of Tours, INSERM U1253 iBrain, France (M.P.)
| | - Wilmar M.T. Jolink
- Department of Neurology, Isala Hospital, Zwolle, the Netherlands (W.M.T.J.)
| | - Mark A. Rodrigues
- Centre for Clinical Brain Sciences, The University of Edinburgh, United Kingdom (M.A.R., R.A.-S.S.)
- Department of Neuroradiology, NHS Lothian, United Kingdom (M.A.R.)
| | - Floris H.B.M. Schreuder
- Department of Neurology, Donders Institute for Brain Cognition & Behavior, Radboud University Medical Center, Nijmegen, the Netherlands (F.H.B.M.S., C.J.M.K.)
| | - Julie Staals
- Department of Neurology and School for Cardiovascular Diseases (CARIM), Maastricht University Medical Center, the Netherlands (J.S.)
| | - Tobien Schreuder
- Department of Neurology, Zuyderland Medical Center, Heerlen, the Netherlands (T.S.)
| | - Jules P.J. Douwes
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (J.R.S., S.D.S., J.P.J.D., J.T., G.J.E.R., H.B.B.)
| | - Jelmer Talsma
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (J.R.S., S.D.S., J.P.J.D., J.T., G.J.E.R., H.B.B.)
| | - Brenna N. McKaig
- Department of Emergency Medicine (B.N.M., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston
| | - Christina Kourkoulis
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston (J.R.S., S.D.S., C.K., N.Y., C.D.A., J.R.)
- Department of Neurology (J.R.S., S.D.S., C.K., N.Y., J.R.), Massachusetts General Hospital, Boston
- Center for Genomic Medicine (J.R.S., C.K., N.Y., C.D.A., S.D.S., J.R.), Massachusetts General Hospital, Boston
- Broad Institute, Cambridge (J.R.S., S.D.S., J.R.S., C.K., N.Y., C.D.A., J.R.)
| | - Nirupama Yechoor
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston (J.R.S., S.D.S., C.K., N.Y., C.D.A., J.R.)
- Department of Neurology (J.R.S., S.D.S., C.K., N.Y., J.R.), Massachusetts General Hospital, Boston
- Center for Genomic Medicine (J.R.S., C.K., N.Y., C.D.A., S.D.S., J.R.), Massachusetts General Hospital, Boston
- Broad Institute, Cambridge (J.R.S., S.D.S., J.R.S., C.K., N.Y., C.D.A., J.R.)
| | - Christopher D. Anderson
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston (J.R.S., S.D.S., C.K., N.Y., C.D.A., J.R.)
- Center for Genomic Medicine (J.R.S., C.K., N.Y., C.D.A., S.D.S., J.R.), Massachusetts General Hospital, Boston
- Broad Institute, Cambridge (J.R.S., S.D.S., J.R.S., C.K., N.Y., C.D.A., J.R.)
- Department of Neurology, Brigham and Women’s Hospital, Boston (C.D.A.)
| | - Laurent Puy
- University Lille, Inserm, CHU Lille, U1172 – LilNCog – Lille Neuroscience & Cognition, France (M.P., L.P., C.C.)
| | - Charlotte Cordonnier
- University Lille, Inserm, CHU Lille, U1172 – LilNCog – Lille Neuroscience & Cognition, France (M.P., L.P., C.C.)
| | | | - Peter M. Rothwell
- Wolfson Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neurosciences, University of Oxford, United Kingdom (P.M.R.)
| | - Jonathan Rosand
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston (J.R.S., S.D.S., C.K., N.Y., C.D.A., J.R.)
- Department of Neurology (J.R.S., S.D.S., C.K., N.Y., J.R.), Massachusetts General Hospital, Boston
- Center for Genomic Medicine (J.R.S., C.K., N.Y., C.D.A., S.D.S., J.R.), Massachusetts General Hospital, Boston
- Broad Institute, Cambridge (J.R.S., S.D.S., J.R.S., C.K., N.Y., C.D.A., J.R.)
| | - Catharina J.M. Klijn
- Department of Neurology, Donders Institute for Brain Cognition & Behavior, Radboud University Medical Center, Nijmegen, the Netherlands (F.H.B.M.S., C.J.M.K.)
| | - Rustam Al-Shahi Salman
- Centre for Clinical Brain Sciences, The University of Edinburgh, United Kingdom (M.A.R., R.A.-S.S.)
| | - Gabriël J.E. Rinkel
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (J.R.S., S.D.S., J.P.J.D., J.T., G.J.E.R., H.B.B.)
| | - Anand Viswanathan
- JPK Stroke Center (S.D.S., M.P., A.V.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston
| | - Joshua N. Goldstein
- Department of Emergency Medicine (B.N.M., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston
| | - H. Bart Brouwers
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (J.R.S., S.D.S., J.P.J.D., J.T., G.J.E.R., H.B.B.)
- Department of Neurosurgery, Elisabeth-TweeSteden Hospital, Tilburg, the Netherlands (H.B.B.)
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2
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Harris W, Kaiser JH, Liao V, Avadhani R, Iadecola C, Falcone GJ, Sheth KN, Qureshi AI, Goldstein JN, Awad I, Hanley DF, Kamel H, Ziai WC, Murthy SB. Association Between Hematoma Volume and Risk of Subsequent Ischemic Stroke: A MISTIE III and ATACH-2 Analysis. Stroke 2024; 55:541-547. [PMID: 38299346 PMCID: PMC10932908 DOI: 10.1161/strokeaha.123.045859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/17/2024] [Indexed: 02/02/2024]
Abstract
BACKGROUND Nontraumatic intracerebral hemorrhage (ICH) is independently associated with a long-term increased risk of major arterial ischemic events. While the relationship between ICH location and ischemic risk has been studied, whether hematoma volume influences this risk is poorly understood. METHODS We pooled individual patient data from the MISTIE III (Minimally Invasive Surgery Plus Alteplase for Intracerebral Hemorrhage Evacuation Phase 3) and the ATACH-2 (Antihypertensive Treatment of Acute Cerebral Hemorrhage-2) trials. The exposure was hematoma volume, treated as a continuous measure in the primary analysis, and dichotomized by the median in the secondary analyses. The outcome was a symptomatic, clinically overt ischemic stroke, adjudicated centrally within each trial. We evaluated the association between hematoma volume and the risk of an ischemic stroke using Cox regression analyses after adjustment for demographics, vascular comorbidities, and ICH characteristics. RESULTS Of 1470 patients with ICH, the mean age was 61.7 (SD, 12.8) years, and 574 (38.3%) were female. The median hematoma volume was 17.3 mL (interquartile range, 7.2-35.7). During a median follow-up of 107 days (interquartile range, 91-140), a total of 30 ischemic strokes occurred, of which 22 were in patients with a median ICH volume of ≥17.3 mL and a cumulative incidence of 4.6% (95% CI, 3.1-7.1). Among patients with a median ICH volume <17.3 mL, there were 8 ischemic strokes with a cumulative incidence of 3.1% (95% CI, 1.7-6.0). In primary analyses using adjusted Cox regression models, ICH volume was associated with an increased risk of ischemic stroke (hazard ratio, 1.02 per mL increase [95% CI, 1.01-1.04]). In secondary analyses, ICH volume of ≥17.3 mL was associated with an increased risk of ischemic stroke (hazard ratio, 2.5 [95% CI, 1.1-7.2]), compared with those with an ICH volume <17.3 mL. CONCLUSIONS In a heterogeneous cohort of patients with ICH, initial hematoma volume was associated with a heightened short-term risk of ischemic stroke.
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Affiliation(s)
- William Harris
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
| | - Jed H. Kaiser
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
| | - Vanessa Liao
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
| | - Radhika Avadhani
- Brain Injury Outcomes Center, Johns Hopkins University, Baltimore, MD
| | - Costantino Iadecola
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
| | - Guido J. Falcone
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT
| | - Kevin N. Sheth
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT
| | - Adnan I. Qureshi
- Zeenat Qureshi Stroke Institutes and Department of Neurology, University of Missouri, Columbia, MO
| | - Joshua N. Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA
| | - Issam Awad
- Department of Neurological Surgery, University of Chicago, IL
| | - Daniel F. Hanley
- Brain Injury Outcomes Center, Johns Hopkins University, Baltimore, MD
| | - Hooman Kamel
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
| | - Wendy C. Ziai
- Brain Injury Outcomes Center, Johns Hopkins University, Baltimore, MD
- Division of Neurosciences Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Santosh B. Murthy
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
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3
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Sheth KN, Solomon N, Alhanti B, Messe SR, Xian Y, Bhatt DL, Hemphill JC, Frontera JA, Chang RC, Danelich IM, Huang J, Schwamm L, Smith EE, Goldstein JN, Mac Grory B, Fonarow GC, Saver JL. Time to Anticoagulation Reversal and Outcomes After Intracerebral Hemorrhage. JAMA Neurol 2024; 81:2815044. [PMID: 38335064 PMCID: PMC11002694 DOI: 10.1001/jamaneurol.2024.0221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 01/19/2024] [Indexed: 02/12/2024]
Abstract
Importance Intracerebral hemorrhage (ICH) is the deadliest stroke subtype, and mortality rates are especially high in anticoagulation-associated ICH. Recently, specific anticoagulation reversal strategies have been developed, but it is not clear whether there is a time-dependent treatment effect for door-to-treatment (DTT) times in clinical practice. Objective To evaluate whether DTT time is associated with outcome among patients with anticoagulation-associated ICH treated with reversal interventions. Design, Setting, and Participants This cohort study used data from the American Heart Association Get With The Guidelines-Stroke quality improvement registry. Patients with ICH who presented within 24 hours of symptom onset across 465 US hospitals from 2015 to 2021 were included. Data were analyzed from January to September 2023. Exposures Anticoagulation-associated ICH. Main Outcomes and Measures DTT times and outcomes were analyzed using logistic regression modeling, adjusted for demographic, history, baseline, and hospital characteristics, with hospital-specific random intercepts to account for clustering by site. The primary outcome of interest was the composite inpatient mortality and discharge to hospice. Additional prespecified secondary outcomes, including functional outcome (discharge modified Rankin Scale score, ambulatory status, and discharge venue), were also examined. Results Of 9492 patients with anticoagulation-associated ICH and documented reversal intervention status, 4232 (44.6%) were female, and the median (IQR) age was 77 (68-84) years. A total of 7469 (78.7%) received reversal therapy, including 4616 of 5429 (85.0%) taking warfarin and 2856 of 4069 (70.2%) taking a non-vitamin K antagonist oral anticoagulant. For the 5224 patients taking a reversal intervention with documented workflow times, the median (IQR) onset-to-treatment time was 232 (142-482) minutes and the median (IQR) DTT time was 82 (58-117) minutes, with a DTT time of 60 minutes or less in 1449 (27.7%). A DTT time of 60 minutes or less was associated with decreased mortality and discharge to hospice (adjusted odds ratio, 0.82; 95% CI, 0.69-0.99) but no difference in functional outcome (ie, a modified Rankin Scale score of 0 to 3; adjusted odds ratio, 0.91; 95% CI, 0.67-1.24). Factors associated with a DTT time of 60 minutes or less included White race, higher systolic blood pressure, and lower stroke severity. Conclusions and Relevance In US hospitals participating in Get With The Guidelines-Stroke, earlier anticoagulation reversal was associated with improved survival for patients with ICH. These findings support intensive efforts to accelerate evaluation and treatment for patients with this devastating form of stroke.
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Affiliation(s)
- Kevin N. Sheth
- Yale Center for Brain and Mind Health, Yale University School of Medicine, New Haven, Connecticut
| | - Nicole Solomon
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina
| | - Brooke Alhanti
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina
| | - Steven R. Messe
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia
| | - Ying Xian
- Department of Neurology, University of Texas at Southwestern, Dallas
| | - Deepak L. Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | | | | | | | | | - Lee Schwamm
- Department of Biomedical Informatics and Data Sciences, Yale School of Medicine, New Haven, Connecticut
| | - Eric E. Smith
- Department of Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Alberta, Canada
| | - Joshua N. Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Brian Mac Grory
- Department of Neurology, Duke University School of Medicine, Durham, North Carolina
| | - Gregg C. Fonarow
- Division of Cardiology, Ronald Reagan UCLA Medical Center, Los Angeles, California
| | - Jeffrey L. Saver
- Department of Neurology, Ronald Reagan UCLA Medical Center, Los Angeles, California
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4
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Li Q, Yakhkind A, Alexandrov AW, Alexandrov AV, Anderson CS, Dowlatshahi D, Frontera JA, Hemphill JC, Ganti L, Kellner C, May C, Morotti A, Parry-Jones A, Sheth KN, Steiner T, Ziai W, Goldstein JN, Mayer SA. Code ICH: A Call to Action. Stroke 2024; 55:494-505. [PMID: 38099439 DOI: 10.1161/strokeaha.123.043033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Intracerebral hemorrhage is the most serious type of stroke, leading to high rates of severe disability and mortality. Hematoma expansion is an independent predictor of poor functional outcome and is a compelling target for intervention. For decades, randomized trials aimed at decreasing hematoma expansion through single interventions have failed to meet their primary outcomes of statistically significant improvement in neurological outcomes. A wide range of evidence suggests that ultra-early bundled care, with multiple simultaneous interventions in the acute phase, offers the best hope of limiting hematoma expansion and improving functional recovery. Patients with intracerebral hemorrhage who fail to receive early aggressive care have worse outcomes, suggesting that an important treatment opportunity exists. This consensus statement puts forth a call to action to establish a protocol for Code ICH, similar to current strategies used for the management of acute ischemic stroke, through which early intervention, bundled care, and time-based metrics have substantially improved neurological outcomes. Based on current evidence, we advocate for the widespread adoption of an early bundle of care for patients with intracerebral hemorrhage focused on time-based metrics for blood pressure control and emergency reversal of anticoagulation, with the goal of optimizing the benefit of these already widely used interventions. We hope Code ICH will endure as a structural platform for continued innovation, standardization of best practices, and ongoing quality improvement for years to come.
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Affiliation(s)
- Qi Li
- The Second Affiliated Hospital of Anhui Medical University, Hefei, China (Q.L.)
| | | | | | | | - Craig S Anderson
- The George Institute for Global Heath, University of New South Wales, Sydney, Australia (C.S.A.)
| | - Dar Dowlatshahi
- University of Ottawa and Ottawa Hospital Research Institute, Canada (D.D.)
| | | | | | - Latha Ganti
- University of Central Florida College of Medicine, Orlando (L.G.)
| | | | - Casey May
- The Ohio State University College of Pharmacy, Columbus (C.M.)
| | | | | | - Kevin N Sheth
- Yale University School of Medicine, New Haven, CT (K.N.S.)
| | | | - Wendy Ziai
- John Hopkins University School of Medicine, Baltimore, MD (W.Z.)
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5
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Horiguchi D, Shin S, Pepino JA, Peterson JT, Kehoe IE, Goldstein JN, Lee J, Kwon BK, Hahn JO, Reisner AT. Hypotension During Vasopressor Infusion Occurs in Predictable Clusters: A Multicenter Analysis. J Intensive Care Med 2024:8850666241226893. [PMID: 38282376 DOI: 10.1177/08850666241226893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2024]
Abstract
Background: Published evidence indicates that mean arterial pressure (MAP) below a goal range (hypotension) is associated with worse outcomes, though MAP management failures are common. We sought to characterize hypotension occurrences in ICUs and consider the implications for MAP management. Methods: Retrospective analysis of 3 hospitals' cohorts of adult ICU patients during continuous vasopressor infusion. Two cohorts were general, mixed ICU patients and one was exclusively acute spinal cord injury patients. "Hypotension-clusters" were defined where there were ≥10 min of cumulative hypotension over a 60-min period and "constant hypotension" was ≥10 continuous minutes. Trend analysis was performed (predicting future MAP using 14 min of preceding MAP data) to understand which hypotension-clusters could likely have been predicted by clinician awareness of MAP trends. Results: In cohorts of 155, 66, and 16 ICU stays, respectively, the majority of hypotension occurred within the hypotension-clusters. Failures to keep MAP above the hypotension threshold were notable in the bottom quartiles of each cohort, with hypotension durations of 436, 167, and 468 min, respectively, occurring within hypotension-clusters per day. Mean arterial pressure trend analysis identified most hypotension-clusters before any constant hypotension occurred (81.2%-93.6% sensitivity, range). The positive predictive value of hypotension predictions ranged from 51.4% to 72.9%. Conclusions: Across 3 cohorts, most hypotension occurred in temporal clusters of hypotension that were usually predictable from extrapolation of MAP trends.
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Affiliation(s)
- Daisuke Horiguchi
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
- Nihon Kohden Innovation Center, LLC, Cambridge, MA, USA
| | - Sungtae Shin
- Department of Mechanical Engineering, University of Maryland, College Park, MD, USA
| | - Jeremy A Pepino
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jeffrey T Peterson
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Iain E Kehoe
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jarone Lee
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Surgery, Massachusetts General Hospital, Boston MA, USA
| | - Brian K Kwon
- Department of Orthopaedics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jin-Oh Hahn
- Department of Mechanical Engineering, University of Maryland, College Park, MD, USA
| | - Andrew T Reisner
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
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6
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He S, Chong P, Yoon BJ, Chung PH, Chen D, Marzouk S, Black KC, Sharp W, Safari P, Goldstein JN, Raja AS, Lee J. Entropy removal of medical diagnostics. Sci Rep 2024; 14:1181. [PMID: 38216607 PMCID: PMC10786933 DOI: 10.1038/s41598-024-51268-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 01/03/2024] [Indexed: 01/14/2024] Open
Abstract
Shannon entropy is a core concept in machine learning and information theory, particularly in decision tree modeling. To date, no studies have extensively and quantitatively applied Shannon entropy in a systematic way to quantify the entropy of clinical situations using diagnostic variables (true and false positives and negatives, respectively). Decision tree representations of medical decision-making tools can be generated using diagnostic variables found in literature and entropy removal can be calculated for these tools. This concept of clinical entropy removal has significant potential for further use to bring forth healthcare innovation, such as quantifying the impact of clinical guidelines and value of care and applications to Emergency Medicine scenarios where diagnostic accuracy in a limited time window is paramount. This analysis was done for 623 diagnostic tools and provided unique insights into their utility. For studies that provided detailed data on medical decision-making algorithms, bootstrapped datasets were generated from source data to perform comprehensive machine learning analysis on these algorithms and their constituent steps, which revealed a novel and thorough evaluation of medical diagnostic algorithms.
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Affiliation(s)
- Shuhan He
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Paul Chong
- Campbell University School of Osteopathic Medicine, Lillington, NC, USA
| | - Byung-Jun Yoon
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA
- Brookhaven National Laboratory, Computational Science Initiative, Upton, NY, USA
| | - Pei-Hung Chung
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA
| | - David Chen
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sammer Marzouk
- Harvard University Department of Chemistry and Chemical Biology, Cambridge, MA, USA
| | | | - Wilson Sharp
- Campbell University School of Osteopathic Medicine, Lillington, NC, USA
| | - Pedram Safari
- Massachusetts General Hospital Institute of Health Professions, Boston, MA, USA
| | - Joshua N Goldstein
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ali S Raja
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jarone Lee
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Parry-Jones AR, Järhult SJ, Kreitzer N, Morotti A, Toni D, Seiffge D, Mendelow AD, Patel H, Brouwers HB, Klijn CJ, Steiner T, Gibler WB, Goldstein JN. Acute care bundles should be used for patients with intracerebral haemorrhage: An expert consensus statement. Eur Stroke J 2023:23969873231220235. [PMID: 38149323 DOI: 10.1177/23969873231220235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2023] Open
Abstract
PURPOSE Intracerebral haemorrhage (ICH) is the most devastating form of stroke and a major cause of disability. Clinical trials of individual therapies have failed to definitively establish a specific beneficial treatment. However, clinical trials of introducing care bundles, with multiple therapies provided in parallel, appear to clearly reduce morbidity and mortality. Currently, not enough patients receive these interventions in the acute phase. METHODS We convened an expert group to discuss best practices in ICH and to develop recommendations for bundled care that can be delivered in all settings that treat acute ICH, with a focus on European healthcare systems. FINDINGS In this consensus paper, we argue for widespread implementation of formalised care bundles in ICH, including specific metrics for time to treatment and criteria for the consideration of neurosurgical therapy. DISCUSSION There is an extraordinary opportunity to improve clinical care and clinical outcomes in this devastating disease. Substantial evidence already exists for a range of therapies that can and should be implemented now.
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Affiliation(s)
- Adrian R Parry-Jones
- Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Northern Care Alliance & University of Manchester, Manchester, UK
| | - Susann J Järhult
- Department of Medical Sciences, Uppsala University, Emergency Department, Uppsala University Hospital, Uppsala, Sweden
| | - Natalie Kreitzer
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Andrea Morotti
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Danilo Toni
- Emergency Department Stroke Unit, Policlinico Umberto I, University La Sapienza Rome, Italy
| | - David Seiffge
- Department of Neurology, Inselspital, University Hospital and University of Bern, Bern, Switzerland
| | | | - Hiren Patel
- Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Northern Care Alliance & University of Manchester, Manchester, UK
| | - Hens Bart Brouwers
- Department of Neurosurgery, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | - Catharina Jm Klijn
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Thorsten Steiner
- Departments of Neurology, Klinikum Frankfurt Höchst, Frankfurt and Heidelberg University Hospital, Heidelberg, Germany
| | - Walter Brian Gibler
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
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Arsava EM, Chang K, Tawakol A, Loggia ML, Goldstein JN, Brown J, Park KY, Singhal AB, Kalpathy-Cramer J, Sorensen AG, Rosen BR, Samuels MA, Ay H. Stroke-Related Visceral Alterations: A Voxel-Based Neuroanatomic Localization Study. Ann Neurol 2023; 94:1155-1163. [PMID: 37642641 PMCID: PMC10841239 DOI: 10.1002/ana.26785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 08/28/2023] [Accepted: 08/28/2023] [Indexed: 08/31/2023]
Abstract
OBJECTIVE Functional and morphologic changes in extracranial organs can occur after acute brain injury. The neuroanatomic correlates of such changes are not fully known. Herein, we tested the hypothesis that brain infarcts are associated with cardiac and systemic abnormalities (CSAs) in a regionally specific manner. METHODS We generated voxelwise p value maps of brain infarcts for poststroke plasma cardiac troponin T (cTnT) elevation, QTc prolongation, in-hospital infection, and acute stress hyperglycemia (ASH) in 1,208 acute ischemic stroke patients prospectively recruited into the Heart-Brain Interactions Study. We examined the relationship between infarct location and CSAs using a permutation-based approach and identified clusters of contiguous voxels associated with p < 0.05. RESULTS cTnT elevation not attributable to a known cardiac reason was detected in 5.5%, QTc prolongation in the absence of a known provoker in 21.2%, ASH in 33.9%, and poststroke infection in 13.6%. We identified significant, spatially segregated voxel clusters for each CSA. The clusters for troponin elevation and QTc prolongation mapped to the right hemisphere. There were 3 clusters for ASH, the largest of which was in the left hemisphere. We found 2 clusters for poststroke infection, one associated with pneumonia in the left and one with urinary tract infection in the right hemisphere. The relationship between infarct location and CSAs persisted after adjusting for infarct volume. INTERPRETATION Our results show that there are discrete regions of brain infarcts associated with CSAs. This information could be used to bootstrap toward new markers for better differentiation between neurogenic and non-neurogenic mechanisms of poststroke CSAs. ANN NEUROL 2023;94:1155-1163.
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Affiliation(s)
- Ethem Murat Arsava
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
| | - Ken Chang
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ahmed Tawakol
- Cardiology Division and Cardiovascular Imaging Research Center, Massachusetts General Hospital, Boston MA, USA
| | - Marco L. Loggia
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
| | - Joshua N. Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - James Brown
- School of Computer Science, University of Lincoln, Lincoln, United Kingdom
| | - Kwang-Yeol Park
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
- Department of Neurology, Chung-Ang University Hospital, Seoul, Republic of Korea
| | - Aneesh B. Singhal
- Department of Neurology, Massachusetts General Hospital, Boston MA, USA
| | - Jayashree Kalpathy-Cramer
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
| | - Alma Gregory Sorensen
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
| | - Bruce R. Rosen
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
| | | | - Hakan Ay
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA, USA
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Li Y, Cho SM, Avadhani R, Ali H, Hao Y, Murthy SB, Goldstein JN, Xia F, Hu X, Ullman NL, Awad I, Hanley D, Ziai WC. Cerebral small vessel disease modifies outcomes after minimally invasive surgery for intracerebral haemorrhage. Stroke Vasc Neurol 2023:svn-2023-002463. [PMID: 37949482 DOI: 10.1136/svn-2023-002463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 08/29/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Minimally invasive surgery (MIS) for spontaneous supratentorial intracerebral haemorrhage (ICH) is controversial but may be beneficial if end-of-treatment (EOT) haematoma volume is reduced to ≤15 mL. We explored whether MRI findings of cerebral small vessel disease (CSVD) modify the effect of MIS on long-term outcomes. METHODS Prespecified blinded subgroup analysis of 288 subjects with qualified imaging sequences from the phase 3 Minimally Invasive Surgery Plus Alteplase for Intracerebral Haemorrhage Evacuation (MISTIE) trial. We tested for heterogeneity in the effects of MIS and MIS+EOT volume ≤15 mL on the trial's primary outcome of good versus poor function at 1 year by the presence of single CSVD features and CSVD scores using multivariable models. RESULTS Of 499 patients enrolled in MISTIE III, 288 patients had MRI, 149 (51.7%) randomised to MIS and 139 (48.3%) to standard medical care (SMC). Median (IQR) ICH volume was 42 (30-53) mL. In the full MRI cohort, there was no statistically significant heterogeneity in the effects of MIS versus SMC on 1-year outcomes by any specific CSVD feature or by CSVD scores (all Pinteraction >0.05). In 94 MIS patients with EOT ICH volume ≤15 mL, significant reduction in odds of poor outcome was found with cerebral amyloid angiopathy score <2 (OR, 0.14 (0.05-0.42); Pinteraction=0.006), absence of lacunes (OR, 0.37 (0.18-0.80); Pinteraction=0.02) and absence of severe white matter hyperintensities (WMHs) (OR, 0.22 (0.08-0.58); Pinteraction=0.03). CONCLUSIONS Following successful haematoma reduction by MIS, we found significantly lower odds of poor functional outcome with lower total burden of CSVD in addition to absence of lacunes and severe WMHs. CSVD features may have utility for prognostication and patient selection in clinical trials of MIS.
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Affiliation(s)
- Yunke Li
- The George Institute for Global Health, Beijing, China
| | - Sung-Min Cho
- Department of Neurology, Division of Neurocritical Care, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Radhika Avadhani
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
| | - Hassan Ali
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
| | - Yi Hao
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
| | - Santosh B Murthy
- Department of Neurology, Weill Cornell Medical College, New York, New York, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Fan Xia
- Department of Neurosurgery, West China Hospital of Medicine, Chengdu, Sichuan, China
| | - Xin Hu
- Department of Neurosurgery, West China Hospital of Medicine, Chengdu, Sichuan, China
| | - Natalie L Ullman
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
| | - Issam Awad
- Department of Neurosurgery, University of Chicago Pritzker School of Medicine, Chicago, Illinois, USA
| | - Daniel Hanley
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
| | - Wendy C Ziai
- Department of Neurology, Division of Neurocritical Care, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
- Department of Neurology, Division of Brain Injury Outcomes, Johns Hopkins Medical Institutions Campus, Baltimore, Maryland, USA
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10
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Morotti A, Boulouis G, Nawabi J, Li Q, Charidimou A, Pasi M, Schlunk F, Shoamanesh A, Katsanos AH, Mazzacane F, Busto G, Arba F, Brancaleoni L, Giacomozzi S, Simonetti L, Warren AD, Laudisi M, Cavallini A, Gurol ME, Viswanathan A, Zini A, Casetta I, Fainardi E, Greenberg SM, Padovani A, Rosand J, Goldstein JN. Association Between Hematoma Expansion Severity and Outcome and Its Interaction With Baseline Intracerebral Hemorrhage Volume. Neurology 2023; 101:e1606-e1613. [PMID: 37604661 PMCID: PMC10585678 DOI: 10.1212/wnl.0000000000207728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 06/14/2023] [Indexed: 08/23/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Hematoma expansion (HE) is a major determinant of neurologic deterioration and poor outcome in intracerebral hemorrhage (ICH) and represents an appealing therapeutic target. We analyzed the prognostic effect of different degrees of HE. METHODS This was a retrospective analysis of patients with ICH admitted at 8 academic institutions in Italy, Germany, Canada, China, and the United States. All patients underwent baseline and follow-up imaging for HE assessment. Relative HE (rHE) was classified as follows: none (<0%), mild (0%-33%), moderate (33.1%-66%), and severe (>66%). Absolute HE (aHE) was classified as none (<0 mL), mild (0-6.0 mL), moderate (6.1-12.5 mL), and severe (>12.5 mL). Predictors of poor functional outcome (90 days modified Rankin Scale 4-6) were explored with logistic regression. RESULTS We included 2,163 patients, of whom 1,211 (56.0%) had poor outcome. The occurrence of severe aHE or rHE was more common in patients with unfavorable outcome (13.9% vs 6.5%, p < 0.001 and 18.3% vs 7.2%, p < 0.001 respectively). This association was confirmed in logistic regression (rHE odds ratio [OR] 1.98, 95% CI 1.38-2.82, p < 0.001; aHE OR 1.73, 95% CI 1.23-2.45, p = 0.002) while there was no association between mild or moderate HE and poor outcome. The association between severe HE and poor outcome was significant only in patients with baseline ICH volume below 30 mL. DISCUSSION The strongest association between HE and outcome was observed in patients with smaller initial volume experiencing severe HE. These findings may inform clinical trial design and guide clinicians in selecting patients for antiexpansion therapies.
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Affiliation(s)
- Andrea Morotti
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston.
| | - Gregoire Boulouis
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Jawed Nawabi
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Qi Li
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Andreas Charidimou
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Marco Pasi
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Frieder Schlunk
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Ashkan Shoamanesh
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Aristeidis H Katsanos
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Federico Mazzacane
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Giorgio Busto
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Francesco Arba
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Laura Brancaleoni
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Sebastiano Giacomozzi
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Luigi Simonetti
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Andrew D Warren
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Michele Laudisi
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Anna Cavallini
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - M Edip Gurol
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Anand Viswanathan
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Andrea Zini
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Ilaria Casetta
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Enrico Fainardi
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Steven M Greenberg
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Alessandro Padovani
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Jonathan Rosand
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Joshua N Goldstein
- From the Neurology Unit (A.M.), Department of Neurological Sciences and Vision, ASST-SpedaliCivili, Brescia, Italy; Neuroradiology Department (G. Boulouis), University Hospital of Tours, CEDEX 09, France; Department of Radiology (CCM) (J.N.), Charité-Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health; Berlin Institute of Health (BIH) (J.N., F.S.), BIH Biomedical Innovation Academy, Germany; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University; Department of Neurology (Q.L.), The Second Affiliated Hospital of Anhui Medical University, Hefei, China; Department of Neurology (A. Charidimou), Boston University Medical Center and Boston University School of Medicine, MA; Neurology Department (M.P.), University Hospital of Tours, CEDEX 09, France; Department of Neuroradiology (F.S.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany; Division of Neurology (A.S., A.H.K.), McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada; U.O. Neurologia d'Urgenza e Stroke Unit (F.M., A. Cavallini), IRCCS Fondazione Mondino, Pavia; Department of Biomedical Experimental and Clinical Neuroradiology (G. Busto, E.F.), University of Firenze, AOU Careggi; Stroke Unit (F.A.), AOU Careggi, Firenze; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.B., S.G., A.Z.),UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore; IRCCS Istituto delle Scienze Neurologiche di Bologna (L.S.), Unità di Neuroradiologia, Ospedale Maggiore, Italy; J.P. Kistler Stroke Research Center (A.D.W., M.E.G., A.V., S.M.G., J.R., J.N.G.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Clinica Neurologica (M.L., I.C.), Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara; Department of Clinical and Experimental Sciences (A.P.), Neurology Unit, University of Brescia, Italy; Division of Neurocritical Care and Emergency Neurology (J.R.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School; and Henry and Allison McCance Center for Brain Health (J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
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11
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Li Q, Morotti A, Warren A, Qureshi AI, Dowlatshahi D, Falcone G, Sheth KN, Shoamanesh A, Murthy SB, Viswanathan A, Goldstein JN. Intensive Blood Pressure Reduction is Associated with Reduced Hematoma Growth in Fast Bleeding Intracerebral Hemorrhage. Ann Neurol 2023. [PMID: 37706569 DOI: 10.1002/ana.26795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 08/26/2023] [Accepted: 08/29/2023] [Indexed: 09/15/2023]
Abstract
OBJECTIVE Patients with spontaneous intracerebral hemorrhage (ICH) at the highest risk of hematoma growth are those with the most potential to benefit from anti-expansion treatment. Large clinical trials have not definitively shown a clear benefit of blood pressure (BP) reduction. We aim to determine whether intensive blood pressure reduction could benefit patients with fast bleeding ICH. METHODS An exploratory analysis of data from the Antihypertensive Treatment of Acute Cerebral Hemorrhage 2 (ATACH-2) randomized controlled trial was performed. In order to capture not just early bleeding (even if a small amount), but the rate of bleeding (ml/hour), we restricted the study to "Fast bleeding ICH," defined as an ICH volume/onset to computed tomography (CT) time >5 ml/hr. Hematoma growth, as defined as an increase of hematoma volume > 33% between baseline and 24 hours. RESULTS A total of 940 patients were included (mean age = 62.1 years, 61.5% men), of whom 214 (22.8%) experienced hematoma expansion. Of these, 567 (60.3%) met the definition of "fast bleeding" with baseline ICH volume/time to presentation of at least 5 ml/hr. Intensive BP reduction was associated with a significantly lower rate of hematoma growth in fast bleeding patients (20.6% vs 31.0%, p = 0.005). In a subgroup of 266 (46.9%) fast-bleeding patients who received treatment within 2 hours after symptom onset, intensive BP lowering was associated with improved functional independence (odds ratio [OR] = 1.98, 95% confidence interval [CI] = 1.06-3.69, p = 0.031). INTERPRETATION Our results suggest that early use of intensive BP reduction may reduce hematoma growth and improve outcome in fast bleeding patients. ANN NEUROL 2023.
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Affiliation(s)
- Qi Li
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Andrea Morotti
- Neurology Unit, Department of Neurological Sciences and Vision, Azienda Socio Sanitaria Territoriale Spedali Civili, Brescia, Italy
| | - Andrew Warren
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Adnan I Qureshi
- Zeenat Qureshi Stroke Institute and Department of Neurology, University of Missouri, Columbia, MO
| | - Dar Dowlatshahi
- Department of Medicine, Division of Neurology, University of Ottawa and Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Guido Falcone
- Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Kevin N Sheth
- Division of Neurocritical Care and Emergency Neurology, Departments of Neurology and Neurosurgery, and the Yale Center for Brain and Mind Health, Yale School of Medicine, New Haven, CT
| | - Ashkan Shoamanesh
- Department of Medicine, Division of Neurology, McMaster University, Population Health Research Institute, Hamilton, ON, Canada
| | - Santosh B Murthy
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY
| | - Anand Viswanathan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA
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12
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Zachrison KS, Goldstein JN, Jauch E, Radecki RP, Madsen TE, Adeoye O, Oostema JA, Feeser VR, Ganti L, Lo BM, Meurer W, Corral M, Rothenberg C, Chaturvedi A, Goyal P, Venkatesh AK. Clinical Performance Measures for Emergency Department Care for Adults With Intracranial Hemorrhage. Ann Emerg Med 2023; 82:258-269. [PMID: 37074253 DOI: 10.1016/j.annemergmed.2023.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 02/28/2023] [Accepted: 03/07/2023] [Indexed: 04/20/2023]
Abstract
Though select inpatient-based performance measures exist for the care of patients with nontraumatic intracranial hemorrhage, emergency departments lack measurement instruments designed to support and improve care processes in the hyperacute phase. To address this, we propose a set of measures applying a syndromic (rather than diagnosis-based) approach informed by performance data from a national sample of community EDs participating in the Emergency Quality Network Stroke Initiative. To develop the measure set, we convened a workgroup of experts in acute neurologic emergencies. The group considered the appropriate use case for each proposed measure: internal quality improvement, benchmarking, or accountability, and examined data from Emergency Quality Network Stroke Initiative-participating EDs to consider the validity and feasibility of proposed measures for quality measurement and improvement applications. The initially conceived set included 14 measure concepts, of which 7 were selected for inclusion in the measure set after a review of data and further deliberation. Proposed measures include 2 for quality improvement, benchmarking, and accountability (Last 2 Recorded Systolic Blood Pressure Measurements Under 150 and Platelet Avoidance), 3 for quality improvement and benchmarking (Proportion of Patients on Oral Anticoagulants Receiving Hemostatic Medications, Median ED Length of Stay for admitted patients, and Median Length of Stay for transferred patients), and 2 for quality improvement only (Severity Assessment in the ED and Computed Tomography Angiography Performance). The proposed measure set warrants further development and validation to support broader implementation and advance national health care quality goals. Ultimately, applying these measures may help identify opportunities for improvement and focus quality improvement resources on evidence-based targets.
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Affiliation(s)
- Kori S Zachrison
- Department of Emergency Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA.
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | | | - Ryan P Radecki
- Department of Emergency Medicine, Christchurch Hospital, Christchurch, New Zealand
| | - Tracy E Madsen
- Department of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, RI
| | - Opeolu Adeoye
- Department of Emergency Medicine, Washington University School of Medicine in St Louis, St Louis, MO
| | - John A Oostema
- Department of Emergency Medicine, Michigan State University College of Human Medicine, East Lansing, MI
| | - V Ramana Feeser
- Department of Emergency Medicine, Virginia Commonwealth University, Richmond, VA
| | - Latha Ganti
- Department of Emergency Medicine, University of Central Florida College of Medicine, Orlando, FL
| | - Bruce M Lo
- Department of Emergency Medicine, Sentara Norfolk General Hospital/Eastern Virginia Medical School, Norfolk, VA
| | - William Meurer
- Departments of Emergency Medicine and Neurology, University of Michigan Medical School, Ann Arbor, MI
| | | | - Craig Rothenberg
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | | | - Pawan Goyal
- American College of Emergency Physicians, Irving, TX
| | - Arjun K Venkatesh
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
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13
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Horn MJ, Gokcal E, Becker JA, Das AS, Schwab K, Zanon Zotin MC, Goldstein JN, Rosand J, Viswanathan A, Polimeni JR, Duering M, Greenberg SM, Gurol ME. Peak width of skeletonized mean diffusivity and cognitive performance in cerebral amyloid angiopathy. Front Neurosci 2023; 17:1141007. [PMID: 37077322 PMCID: PMC10106761 DOI: 10.3389/fnins.2023.1141007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 03/20/2023] [Indexed: 04/05/2023] Open
Abstract
Background Cerebral Amyloid Angiopathy (CAA) is a cerebral small vessel disease that can lead to microstructural disruption of white matter (WM), which can be measured by the Peak Width of Skeletonized Mean Diffusivity (PSMD). We hypothesized that PSMD measures would be increased in patients with CAA compared to healthy controls (HC), and increased PSMD is associated with lower cognitive scores in patients with CAA. Methods Eighty-one probable CAA patients without cognitive impairment who were diagnosed with Boston criteria and 23 HCs were included. All subjects underwent an advanced brain MRI with high-resolution diffusion-weighted imaging (DWI). PSMD scores were quantified from a probabilistic skeleton of the WM tracts in the mean diffusivity (MD) image using a combination of fractional anisotropy (FA) and the FSL Tract-Based Spatial Statistics (TBSS) algorithm (www.psmd-marker.com). Within CAA cohort, standardized z-scores of processing speed, executive functioning and memory were obtained. Results The mean of age and sex were similar between CAA patients (69.6 ± 7.3, 59.3% male) and HCs (70.6 ± 8.5, 56.5% male) (p = 0.581 and p = 0.814). PSMD was higher in the CAA group [(4.13 ± 0.94) × 10-4 mm2/s] compared to HCs [(3.28 ± 0.51) × 10-4 mm2/s] (p < 0.001). In a linear regression model corrected for relevant variables, diagnosis of CAA was independently associated with increased PSMD compared to HCs (ß = 0.45, 95% CI 0.13-0.76, p = 0.006). Within CAA cohort, higher PSMD was associated with lower scores in processing speed (p < 0.001), executive functioning (p = 0.004), and memory (0.047). Finally, PSMD outperformed all other MRI markers of CAA by explaining most of the variance in models predicting lower scores in each cognitive domain. Discussion Peak Width of Skeletonized Mean Diffusivity is increased in CAA, and it is associated with worse cognitive scores supporting the view that disruption of white matter has a significant role in cognitive impairment in CAA. As a robust marker, PSMD can be used in clinical trials or practice.
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Affiliation(s)
- Mitchell J. Horn
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - Elif Gokcal
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - J. Alex Becker
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, United States
| | - Alvin S. Das
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Kristin Schwab
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - Maria Clara Zanon Zotin
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
- Department of Medical Imaging, Hematology and Clinical Oncology, Ribeirão Preto Medical School, Center for Imaging Sciences and Medical Physics, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Joshua N. Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Jonathan Rosand
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - Anand Viswanathan
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - Jonathan R. Polimeni
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States
| | - Marco Duering
- Medical Image Analysis Center (MIAC), Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Steven M. Greenberg
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - M. Edip Gurol
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
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14
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Iglesias JE, Schleicher R, Laguna S, Billot B, Schaefer P, McKaig B, Goldstein JN, Sheth KN, Rosen MS, Kimberly WT. Quantitative Brain Morphometry of Portable Low-Field-Strength MRI Using Super-Resolution Machine Learning. Radiology 2023; 306:e220522. [PMID: 36346311 PMCID: PMC9968773 DOI: 10.1148/radiol.220522] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 08/29/2022] [Accepted: 09/08/2022] [Indexed: 11/09/2022]
Abstract
Background Portable, low-field-strength (0.064-T) MRI has the potential to transform neuroimaging but is limited by low spatial resolution and low signal-to-noise ratio. Purpose To implement a machine learning super-resolution algorithm that synthesizes higher spatial resolution images (1-mm isotropic) from lower resolution T1-weighted and T2-weighted portable brain MRI scans, making them amenable to automated quantitative morphometry. Materials and Methods An external high-field-strength MRI data set (1-mm isotropic scans from the Open Access Series of Imaging Studies data set) and segmentations for 39 regions of interest (ROIs) in the brain were used to train a super-resolution convolutional neural network (CNN). Secondary analysis of an internal test set of 24 paired low- and high-field-strength clinical MRI scans in participants with neurologic symptoms was performed. These were part of a prospective observational study (August 2020 to December 2021) at Massachusetts General Hospital (exclusion criteria: inability to lay flat, body habitus preventing low-field-strength MRI, presence of MRI contraindications). Three well-established automated segmentation tools were applied to three sets of scans: high-field-strength (1.5-3 T, reference standard), low-field-strength (0.064 T), and synthetic high-field-strength images generated from the low-field-strength data with the CNN. Statistical significance of correlations was assessed with Student t tests. Correlation coefficients were compared with Steiger Z tests. Results Eleven participants (mean age, 50 years ± 14; seven men) had full cerebrum coverage in the images without motion artifacts or large stroke lesion with distortion from mass effect. Direct segmentation of low-field-strength MRI yielded nonsignificant correlations with volumetric measurements from high field strength for most ROIs (P > .05). Correlations largely improved when segmenting the synthetic images: P values were less than .05 for all ROIs (eg, for the hippocampus [r = 0.85; P < .001], thalamus [r = 0.84; P = .001], and whole cerebrum [r = 0.92; P < .001]). Deviations from the model (z score maps) visually correlated with pathologic abnormalities. Conclusion This work demonstrated proof-of-principle augmentation of portable MRI with a machine learning super-resolution algorithm, which yielded highly correlated brain morphometric measurements to real higher resolution images. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Ertl-Wagner amd Wagner in this issue. An earlier incorrect version appeared online. This article was corrected on February 1, 2023.
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Affiliation(s)
- Juan Eugenio Iglesias
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Riana Schleicher
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Sonia Laguna
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Benjamin Billot
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Pamela Schaefer
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Brenna McKaig
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Joshua N. Goldstein
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
| | - Kevin N. Sheth
- From the Athinoula A. Martinos Center for Biomedical Imaging (J.E.I.,
M.S.R.), Department of Radiology (J.E.I., P.S., M.S.R.), Department of Neurology
and Center for Genomic Medicine (R.S., W.T.K.), and Department of Emergency
Medicine (B.M., J.N.G.), Massachusetts General Hospital and Harvard Medical
School, 55 Fruit St, Boston, MA 02114; Centre for Medical Image Computing,
Department of Medical Physics and Biomedical Engineering, University College
London, London, UK (J.E.I., B.B.); Computer Science and Artificial Intelligence
Laboratory, Massachusetts Institute of Technology, Cambridge, Mass (J.E.I.);
Swiss Federal Institute of Technology (ETH), Zurich, Switzerland (S.L.);
Department of Neurology, Yale New Haven Hospital, New Haven, Conn (K.N.S.); and
Department of Physics, Harvard University, Cambridge, Mass (M.S.R.)
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15
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Zachrison KS, Rothenberg C, Adeoye OM, Feeser VR, Ganti L, Goldstein JN, Jauch EC, Lo B, Madsen T, Corral M, Decker-Palmer M, Mendez-Hernandez C, Finch M, Goyal P, Venkatesh A. Abstract WP38: Variation In Performance On Stroke Care Delivery Measures Among Us Community Emergency Departments. Stroke 2023. [DOI: 10.1161/str.54.suppl_1.wp38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Introduction:
Many stroke patients initially present to non-stroke center hospitals. However, the delivery of Emergency Department (ED)-based acute stroke care at smaller, non-academic (i.e., community) EDs is less well-described than for larger, academic hospitals.
Hypothesis:
There is wide variation in community EDs’ performance on acute stroke care delivery measures.
Methods:
This is a retrospective analysis of a cohort of stroke patients from EDs participating in the Emergency Quality Network (E-QUAL) stroke collaborative, a national stroke quality improvement project targeted to community EDs. Sites used ICD10 codes to identify ischemic stroke patients and submitted data using a web-based submission portal. EDs with data from at least 20 patients were included. For each site, we calculated median door-to-imaging (DTI), door-to-needle (DTN), and door-in-door-out (DIDO) times among transferred patients and ED length of stay (LOS) among admitted patients. We also determined the proportions of eligible patients arriving with 3.5 hours of last known well who received thrombolysis within 4.5 hours, of patients with documentation of severity assessment performance and of dysphagia screening. We used descriptive statistics to illustrate variation.
Results:
Of the 54 participating EDs, data were available for 45, and 28 included ≥ 20 patients. Of included EDs, median annual ED volume was 34,648 (IQR 21,250-47,120) and 40% were rural. Performance varied on DTI, DIDO among transferred patients, and LOS among admitted patients (Table). Performance was more consistent on documentation of severity assessment and dysphagia screening.
Conclusions:
Performance on stroke care delivery measures varied between these community EDs and data in the literature from larger hospitals that typically participate in national registries. Future efforts to improve emergency stroke care delivery should consider unique factors impacting care at smaller, community EDs.
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Affiliation(s)
| | | | | | | | | | | | | | - Bruce Lo
- Eastern Virginia Med Sch, Norfolk, VA
| | | | | | | | | | - Melissa Finch
- American College of Emergency Physicians, Irving, TX
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16
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Morotti A, Boulouis G, Nawabi J, Li Q, Charidimou A, Pasi M, Schlunk F, Shoamanesh A, Katsanos AH, Mazzacane F, Busto G, Arba F, Brancaleoni L, Giacomozzi S, Simonetti L, Warren AD, Laudisi M, Cavallini A, Gurol EM, Viswanathan A, Zini A, Casetta I, Fainardi E, Greenberg SM, Padovani A, Rosand J, Goldstein JN. Using Noncontrast Computed Tomography to Improve Prediction of Intracerebral Hemorrhage Expansion. Stroke 2023; 54:567-574. [PMID: 36621819 PMCID: PMC10037534 DOI: 10.1161/strokeaha.122.041302] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 12/12/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND Noncontrast computed tomography hypodensities are a validated predictor of hematoma expansion (HE) in intracerebral hemorrhage and a possible alternative to the computed tomography angiography (CTA) spot sign but their added value to available prediction models remains unclear. We investigated whether the inclusion of hypodensities improves prediction of HE and compared their added value over the spot sign. METHODS Retrospective analysis of patients admitted for primary spontaneous intracerebral hemorrhage at the following 8 university hospitals in Boston, US (1994-2015, prospective), Hamilton, Canada (2010-2016, retrospective), Berlin, Germany (2014-2019, retrospective), Chongqing, China (2011-2015, retrospective), Pavia, Italy (2017-2019, prospective), Ferrara, Italy (2010-2019, retrospective), Brescia, Italy (2020-2021, retrospective), and Bologna, Italy (2015-2019, retrospective). Predictors of HE (hematoma growth >6 mL and/or >33% from baseline to follow-up imaging) were explored with logistic regression. We compared the discrimination of a simple prediction model for HE based on 4 predictors (antitplatelet and anticoagulant treatment, baseline intracerebral hemorrhage volume, and onset-to-imaging time) before and after the inclusion of noncontrast computed tomography hypodensities, using receiver operating characteristic curve and De Long test for area under the curve comparison. RESULTS A total of 2465 subjects were included, of whom 664 (26.9%) had HE and 1085 (44.0%) had hypodensities. Hypodensities were independently associated with HE after adjustment for confounders in logistic regression (odds ratio, 3.11 [95% CI, 2.55-3.80]; P<0.001). The inclusion of noncontrast computed tomography hypodensities improved the discrimination of the 4 predictors model (area under the curve, 0.67 [95% CI, 0.64-0.69] versus 0.71 [95% CI, 0.69-0.74]; P=0.025). In the subgroup of patients with a CTA available (n=895, 36.3%), the added value of hypodensities remained statistically significant (area under the curve, 0.68 [95% CI, 0.64-0.73] versus 0.74 [95% CI, 0.70-0.78]; P=0.041) whereas the addition of the CTA spot sign did not provide significant discrimination improvement (area under the curve, 0.74 [95% CI, 0.70-0.78]). CONCLUSIONS Noncontrast computed tomography hypodensities provided a significant added value in the prediction of HE and appear a valuable alternative to the CTA spot sign. Our findings might inform future studies and suggest the possibility to stratify the risk of HE with good discrimination without CTA.
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Affiliation(s)
- Andrea Morotti
- Neurology Unit, Department of Neurological Sciences and Vision, ASST-Spedali Civili, Brescia, Italy
| | - Gregoire Boulouis
- Neuroradiology Department, University Hospital of Tours, CEDEX 09, 37044 Tours, France
| | - Jawed Nawabi
- Department of Radiology (CCM), Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin Institute of Health, Berlin, Germany
- Berlin Institute of Health (BIH), BIH Biomedical Innovation Academy, Berlin, Germany
| | - Qi Li
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Anhui, China
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Andreas Charidimou
- Department of Neurology, Boston University School of Medicine, Boston, MA 02118, USA
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Marco Pasi
- Neurology department, University Hospital of Tours, CEDEX 09, 37044 Tours, France
| | - Frieder Schlunk
- Berlin Institute of Health (BIH), BIH Biomedical Innovation Academy, Berlin, Germany
- Department of Neuroradiology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ashkan Shoamanesh
- Division of Neurology, McMaster University and Population Health Research Institute, Hamilton, ON, Canada
| | - Aristeidis H. Katsanos
- Division of Neurology, McMaster University and Population Health Research Institute, Hamilton, ON, Canada
| | - Federico Mazzacane
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italia
| | - Giorgio Busto
- Department of Biomedical Experimental and Clinical, Neuroradiology, University of Firenze, AOU Careggi, Firenze, Italy
| | | | - Laura Brancaleoni
- IRCCS Istituto delle Scienze Neurologiche di Bologna,UOC Neurologia e Rete Stroke Metropolitana,Ospedale Maggiore, Bologna, Italia
| | - Sebastiano Giacomozzi
- IRCCS Istituto delle Scienze Neurologiche di Bologna,UOC Neurologia e Rete Stroke Metropolitana,Ospedale Maggiore, Bologna, Italia
| | - Luigi Simonetti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Unità di Neuroradiologia, Ospedale Maggiore, Bologna, Italia
| | - Andrew D. Warren
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michele Laudisi
- Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna,Ferrara, Italia
| | - Anna Cavallini
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italia
| | - Edip M Gurol
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anand Viswanathan
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Andrea Zini
- IRCCS Istituto delle Scienze Neurologiche di Bologna,UOC Neurologia e Rete Stroke Metropolitana,Ospedale Maggiore, Bologna, Italia
| | - Ilaria Casetta
- Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna,Ferrara, Italia
| | - Enrico Fainardi
- Department of Biomedical Experimental and Clinical, Neuroradiology, University of Firenze, AOU Careggi, Firenze, Italy
| | - Steven M. Greenberg
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Alessandro Padovani
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Italy
| | - Jonathan Rosand
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Joshua N. Goldstein
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
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17
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Zachrison KS, Goldstein JN, Jauch EC, Radecki R, Madsen T, Adeoye OM, Oostema JA, Feeser R, Ganti L, Lo BM, Meurer WJ, Garvin R, Corral M, Rothenberg C, Mendez-Hernandez C, Finch M, Goyal P, Venkatesh A. Abstract WP49: Clinical Performance Measures For Emergency Department Care For Adults With Nontraumatic Intracranial Hemorrhage. Stroke 2023. [DOI: 10.1161/str.54.suppl_1.wp49] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Study Objective:
Though select inpatient-based performance measures exist for the care of patients with nontraumatic intracranial hemorrhage (ICH), Emergency Departments (EDs) lack measurement instruments designed to support and improve care processes in the hyperacute phase. To address this, we propose a set of measures applying a syndromic (rather than diagnosis-based) approach informed by performance data from a national sample of community EDs participating in the Emergency Quality Network Stroke Initiative (E-QUAL).
Methods:
We convened a workgroup of experts in acute neurologic emergencies. The group considered the appropriate use case for each proposed measure (internal quality improvement [QI], benchmarking, or accountability) and examined data from E-QUAL-participating EDs to consider the validity and feasibility of proposed measures. The initially conceived set included 14 measure concepts of which 7 were selected for inclusion in the measure set after review of data and further deliberation. To inform the process, we collected data from E-QUAL participating EDs. EDs used a web-based portal to submit data from chart reviews on patients with ICH during 2020-2021. Descriptive statistics characterize performance and identify variation.
Results:
Proposed measures include 2 for QI, benchmarking, and accountability, 3 for QI and benchmarking and 2 for QI only (Table). Of the E-QUAL participating EDs, 35 had sufficient case volume (≥25) and were included for review of preliminary performance data. Median annual ED volume was 44,000 (IQR 31,337-67,000) and 16 (48%) reported typically transferring patients with ICH. The Table includes available performance data.
Conclusion:
Application of these measures may identify opportunities for improvement and focus QI resources on evidence-based targets. The proposed measures warrant further development and validation to support broader implementation and advance national healthcare quality goals.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Bruce M Lo
- Sentara Norfolk General/Eastern Virginia Med Sch, Norfolk, VA
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18
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Das AS, Gokcal E, Biffi A, Regenhardt R, Abramovitz Fouks A, Viswanathan A, Kimberly WT, Goldstein JN, Schwamm LH, Rosand J, Greenberg S, Gurol EM. Abstract WP118: Mechanistic Implications Of Cortical Superficial Siderosis In Patients With Mixed Location Intracerebral Hemorrhage And Cerebral Microbleeds. Stroke 2023. [DOI: 10.1161/str.54.suppl_1.wp118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Introduction:
Hypertensive cerebral small vessel disease (HTN-cSVD) is the predominant microangiopathy in patients with a combination of lobar and deep cerebral microbleeds (CMBs) and intracerebral hemorrhage (mixed ICH/CMB). We tested the hypothesis that cerebral amyloid angiopathy (CAA) is also a contributing microangiopathy in mixed ICH/CMB patients with cortical superficial siderosis (cSS), a marker that is strongly associated with CAA.
Methods:
Brain MRIs from a prospective database of consecutive non-traumatic ICH patients admitted to a single referral center (2003 to 2019) were reviewed for the presence of CMBs, cSS, and non-hemorrhagic CAA markers (lobar lacunes, centrum semiovale enlarged perivascular spaces (CSO-EPVS), and multispot pattern of leukoaraiosis). The frequency of CAA markers and left ventricular hypertrophy (LVH), a marker for hypertensive end-organ damage, were compared between mixed ICH/CMB patients with cSS (mixed
+cSS
) and without cSS (mixed
-cSS
) in univariate and multivariate models.
Results:
Of the 1824 ICH patients, 40 had mixed
+cSS
and 256 had mixed
-cSS
. LVH was less common in patients with mixed
+cSS
compared to those with mixed
-cSS
(34% vs. 59%,
p =
0.01). The frequency of multispot pattern (18% vs. 4%,
p
< 0.01) and severe CSO-EPVS (33% vs. 11%,
p
< 0.01) were higher in patients with mixed
+cSS
compared to mixed
-cSS
, whereas lobar lacune frequency was similar (23% vs. 20%,
p
= 0.67). In a logistic regression model, older age (aOR 1.04 per year, 95% CI [1.01-1.08],
p
= 0.01), presence of multispot pattern (aOR 5.82, 95% CI [1.82-18.60],
p
< 0.03), severe CSO-EPVS (aOR 4.08, 95% CI [1.73-9.61],
p
< 0.01), and LVH (aOR 0.43, 95% CI [0.20-0.94],
p
= 0.03) were independently associated with mixed
+cSS
after further adjustment for sex and hypertension (Table).
Conclusions:
CAA and HTN-cSVD appear to confer injury in patients with mixed ICH/CMB and cSS, a finding that warrants confirmation in studies incorporating advanced imaging/pathology.
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Affiliation(s)
- Alvin S Das
- Beth Israel Deaconess Med Cente, Cambridge, MA
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19
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Das AS, Gokcal E, Regenhardt RW, Horn MJ, Schwab K, Daoud N, Viswanathan A, Kimberly WT, Goldstein JN, Biffi A, Rost N, Rosand J, Schwamm LH, Greenberg SM, Gurol ME. Improving detection of cerebral small vessel disease aetiology in patients with isolated lobar intracerebral haemorrhage. Stroke Vasc Neurol 2023; 8:26-33. [PMID: 35981809 PMCID: PMC9985798 DOI: 10.1136/svn-2022-001653] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 07/19/2022] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND AND PURPOSE We evaluate whether non-haemorrhagic imaging markers (NHIM) (white matter hyperintensity patterns, lacunes and enlarged perivascular spaces (EPVS)) can discriminate cerebral amyloid angiopathy (CAA) from hypertensive cerebral small vessel disease (HTN-cSVD) among patients with isolated lobar intracerebral haemorrhage (isolated-LICH). METHODS In patients with isolated-LICH, four cSVD aetiologic groups were created by incorporating the presence/distribution of NHIM: HTN-cSVD pattern, CAA pattern, mixed NHIM and no NHIM. CAA pattern consisted of patients with any combination of severe centrum semiovale EPVS, lobar lacunes or multiple subcortical spots pattern. HTN-cSVD pattern consisted of any HTN-cSVD markers: severe basal ganglia PVS, deep lacunes or peribasal ganglia white matter hyperintensity pattern. Mixed NHIM consisted of at least one imaging marker from either pattern. Our hypothesis was that patients with HTN-cSVD pattern/mixed NHIM would have a higher frequency of left ventricular hypertrophy (LVH), which is associated with HTN-cSVD. RESULTS In 261 patients with isolated-LICH, CAA pattern was diagnosed in 93 patients, HTN-cSVD pattern in 53 patients, mixed NHIM in 19 patients and no NHIM in 96 patients. The frequency of LVH was similar among those with HTN-cSVD pattern and mixed NHIM (50% vs 39%, p=0.418) but was more frequent in HTN-cSVD pattern compared with CAA pattern (50% vs 20%, p<0.001). In a regression model, HTN-cSVD pattern (OR: 7.38; 95% CI 2.84 to 19.20) and mixed NHIM (OR: 4.45; 95% CI 1.25 to 15.90) were found to be independently associated with LVH. CONCLUSION Among patients with isolated-LICH, NHIM may help differentiate HTN-cSVD from CAA, using LVH as a marker for HTN-cSVD.
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Affiliation(s)
- Alvin S Das
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Elif Gokcal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Robert W Regenhardt
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Mitchell J Horn
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kristin Schwab
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nader Daoud
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Anand Viswanathan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - W Taylor Kimberly
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Alessandro Biffi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Natalia Rost
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jonathan Rosand
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lee H Schwamm
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Steven M Greenberg
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - M Edip Gurol
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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20
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Das AS, Gökçal E, Regenhardt RW, Warren AD, Biffi A, Goldstein JN, Kimberly WT, Viswanathan A, Schwamm LH, Rosand J, Greenberg SM, Gurol ME. Clinical and neuroimaging risk factors associated with the development of intracerebral hemorrhage while taking direct oral anticoagulants. J Neurol 2022; 269:6589-6596. [PMID: 35997817 PMCID: PMC10947801 DOI: 10.1007/s00415-022-11333-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/06/2022] [Accepted: 08/09/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS Intracerebral hemorrhage (ICH) associated with direct oral anticoagulant (DOAC) usage confers significant mortality/disability. We aimed to understand the clinical and neuroimaging features associated with developing ICH among DOAC users. METHODS Clinical and radiological data were collected from consecutive DOAC users with ICH (DOAC-ICH) and age-matched controls without ICH from a single referral center. The frequency/distribution of MRI markers of hemorrhage risk were assessed. Baseline demographics and neuroimaging markers were compared in univariate tests. Significant associations (p < 0.1) were entered into a multivariable regression model to determine predictors of ICH. RESULTS 86 DOAC-ICH and 94 ICH-free patients were included. Diabetes, coronary artery disease, prior ischemic stroke, smoking history, and antiplatelet usage were more common in ICH patients than ICH-free DOAC users. In the neuroimaging analyses, severe white matter hyperintensities (WMHs), lacunes, cortical superficial siderosis (cSS), and cerebral microbleeds (CMBs) were more common in the ICH cohort than the ICH-free cohort. In the multivariable regression, diabetes [OR 3.53 95% CI (1.05-11.87)], prior ischemic stroke [OR 14.80 95% CI (3.33-65.77)], smoking history [OR 3.08 95% CI (1.05-9.01)], CMBs [OR 4.07 95% CI (1.45-11.39)], and cSS [OR 39.73 95% CI (3.43-460.24)] were independently associated with ICH. CONCLUSIONS Risk factors including diabetes, prior stroke, and smoking history as well as MRI biomarkers including CMBs and cSS are associated with ICH in DOAC users. Although screening MRIs are not typically performed prior to initiating DOAC therapy, these data suggest that patients of high-hemorrhagic risk may be identified.
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Affiliation(s)
- Alvin S Das
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Elif Gökçal
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Robert W Regenhardt
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Andrew D Warren
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Alessandro Biffi
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - W Taylor Kimberly
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Anand Viswanathan
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Lee H Schwamm
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - Jonathan Rosand
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Steven M Greenberg
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA
| | - M Edip Gurol
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, 175 Cambridge Street, Suite 300, Boston, MA, 02114, USA.
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21
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Warren AD, Li Q, Schwab K, McKaig B, Goldstein AN, Greenberg SM, Viswanathan A, Anderson C, Gurol ME, Patel A, Goldstein JN. External ventricular drain placement is associated with lower mortality after intracerebral hemorrhage with intraventricular hemorrhage. Int J Emerg Med 2022; 15:51. [PMID: 36109697 PMCID: PMC9479417 DOI: 10.1186/s12245-022-00450-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/19/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background and aims
Many patients with intracerebral hemorrhage (ICH) develop intraventricular hemorrhage (IVH), which is associated with higher mortality and worse clinical outcome. External ventricular drains (EVDs) are often placed, but there is little data on how much patients benefit from this intervention. We explored the use, timing, and location of EVD in ICH patients and any association with clinical outcome.
Results
During the study period, 2870 patients presented with primary ICH, and 2486 were included in analyses. Overall, patients were 73 (± 13) years old; 54% were male, and 46% had associated IVH. An EVD was placed in 29% of patients with IVH and 4% of those without. IVH patients with EVD were younger (67 ± 13 vs 74 ± 13, p < 0.001), had larger IVH volumes (17 mL vs 8 mL, p < 0.001), and lower GCS scores (7 vs 10, p < 0.001), compared to those without EVD. Ninety-day mortality was available in 2486 (100%) patients, while 90-day mRS was available in 1673 (67.3%). In univariate analysis, EVD placement was associated with lower likelihood of 90-day mortality (53% vs 59%, p = 0.048) but higher likelihood of poor outcome (88% vs 85%, p < 0.001) in those for whom this was available. Those with poor outcomes underwent faster EVD placement (0.46 days vs. 0.96 days, p = 0.01). In multivariate analysis, EVD placement was associated with lower 90-day mortality (OR 0.19, 95% CI 0.053–0.657, p = 0.009), but not with lower odds of poor outcome (OR 1.64, 95% CI 0.508–5.309, p = 0.4). In multivariate analysis, days to EVD placement was associated with lower 90-day mortality (OR 0.69, 95% CI 0.49–0.96, p = 0.027).
Conclusion
IVH is relatively common after ICH. After controlling for potential confounds, EVD placement is associated with lower mortality, but not clearly with better neurologic outcome. In addition, more rapid EVD placement is associated with higher mortality, potentially reflecting early development of herniation or obstructive hydrocephalus.
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22
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Schleicher RL, Li K, Mylvaganam R, Bevers MB, Goldstein JN, Kimberly WT. Expression of DEspR in acute intracerebral hemorrhage. J Stroke Cerebrovasc Dis 2022; 31:106685. [PMID: 36007264 PMCID: PMC9509454 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 07/24/2022] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES Neuroinflammation and secondary injury play a central role in the pathophysiology of intracerebral hemorrhage. The dual endothelin-1/VEGFsignal-peptide receptor (DEspR) has been reported to mediate the inflammatory response after acute brain injury in a rodent model. We performed a pilot study to assess the expression of DEspR on circulating leukocytes in patients who presented with spontaneous intracerebral hemorrhage (ICH). MATERIALS AND METHODS We performed a prospective observational study of patients presenting to two academic medical centers with ICH. Normal healthy volunteers (NHV) were also recruited for sample analysis. Whole blood was obtained, and flow cytometry was performed to examine DEspR expression on neutrophils, monocytes, and lymphocytes. RESULTS A total of 19 patients were included in analysis. Median ICH volume was 39 cm3 [IQR 19 cm3, 73 cm3] and median ICH score was 2 [IQR 2, 3]. DEspR expression was more abundant on neutrophils (median 2.4% [IQR 0.5%, 5.8%], p = 0.0064) and monocytes (median 4.4% [IQR 1.7%, 15.8%], p = 0.003) relative to lymphocytes (median 0.9% [IQR 0.2%, 3.3%]). ICH patients had higher DEspR expression in all leukocytes relative to NHV (p < 0.05 for all). Among ICH patients, those with a medical history of hypertension showed higher DEspR expression on neutrophils and monocytes (p = 0.018) compared to those without hypertension. CONCLUSIONS In this pilot study, DEspR is expressed on circulating neutrophils and monocytes in humans after ICH, with higher levels of expression in those with hypertension. Future work in larger cohorts should examine the relationship of DEspR expression with neuroinflammatory endpoints and long-term outcome.
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Affiliation(s)
- Riana L Schleicher
- Division of Neurocritical Care, Massachusetts General Hospital, 55 Fruit Street, Lunder 644, Boston, MA 02114, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Karen Li
- Divisions of Stroke, Cerebrovascular and Critical Care Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Ravi Mylvaganam
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Matthew B Bevers
- Divisions of Stroke, Cerebrovascular and Critical Care Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - W Taylor Kimberly
- Division of Neurocritical Care, Massachusetts General Hospital, 55 Fruit Street, Lunder 644, Boston, MA 02114, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
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23
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Myserlis EP, Mayerhofer E, Abramson JR, Teo KC, Montgomery BE, Sugita L, Warren AD, Goldstein JN, Gurol ME, Viswanathan A, Greenberg SM, Biffi A, Anderson CD, Rosand J. Lobar intracerebral hemorrhage and risk of subsequent uncontrolled blood pressure. Eur Stroke J 2022; 7:280-288. [PMID: 36082262 PMCID: PMC9446337 DOI: 10.1177/23969873221094412] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/28/2022] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND Uncontrolled blood pressure (BP) in intracerebral hemorrhage (ICH) survivors is common and associated with adverse clinical outcomes. We investigated whether characteristics of the ICH itself were associated with uncontrolled BP at follow-up. METHODS Subjects were consecutive patients aged ⩾18 years with primary ICH enrolled in the prospective longitudinal ICH study at Massachusetts General Hospital between 1994 and 2015. We assessed the prevalence of uncontrolled BP (mean BP ⩾140/90 mmHg) 6 months after index event. We used multivariable logistic regression models to assess the effect of hematoma location, volume, and event year on uncontrolled BP. RESULTS Among 1492 survivors, ICH was lobar in 624 (42%), deep in 749 (50%), cerebellar in 119 (8%). Lobar ICH location was associated with increased risk for uncontrolled BP after 6 months (OR 1.35; 95% CI [1.08-1.69]). On average, lobar ICH survivors were treated with fewer antihypertensive drugs compared to the rest of the cohort: 2.1 ± 1.1 vs 2.5 ± 1.2 (p < 0.001) at baseline and 1.8 ± 1.2 vs. 2.4 ± 1.2 (p < 0.001) after 6 months follow-up. After adjustment for the number of antihypertensive drugs prescribed, the association of lobar ICH location with risk of uncontrolled BP was eliminated. CONCLUSIONS ICH survivors with lobar hemorrhage were more likely to have uncontrolled BP after 6 months follow-up. This appears to be a result of being prescribed fewer antihypertensive medications. Future treatment strategies should focus on aggressive BP control after ICH independent of hemorrhage location.
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Affiliation(s)
- Evangelos Pavlos Myserlis
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population
Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Ernst Mayerhofer
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population
Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Jessica R Abramson
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population
Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Kay-Cheong Teo
- Department of Medicine, Queen Mary
Hospital, LKS Faculty of Medicine, The University of Hong Kong, HK, China SAR
| | - Bailey E. Montgomery
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population
Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Lansing Sugita
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Andrew D Warren
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine,
Massachusetts General Hospital, Boston, MA, USA
| | - Mahmut Edip Gurol
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anand Viswanathan
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Steven M Greenberg
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
| | - Alessandro Biffi
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher D Anderson
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population
Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and
Women’s Hospital, Boston, MA, USA
| | - Jonathan Rosand
- Center for Genomic Medicine,
Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts
General Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population
Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Henry and Allison McCance Center for
Brain Health, Massachusetts General Hospital, Boston, MA, USA
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24
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Zachrison KS, Ganti L, Sharma D, Goyal P, Decker‐Palmer M, Adeoye O, Goldstein JN, Jauch EC, Lo BM, Madsen TE, Meurer W, Oostema JA, Mendez‐Hernandez C, Venkatesh AK. A survey of stroke-related capabilities among a sample of US community emergency departments. J Am Coll Emerg Physicians Open 2022; 3:e12762. [PMID: 35898236 PMCID: PMC9307290 DOI: 10.1002/emp2.12762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/20/2022] [Accepted: 02/09/2022] [Indexed: 11/23/2022] Open
Abstract
Objectives Most acute stroke research is conducted at academic and larger hospitals, which may differ from many non-academic (ie, community) and smaller hospitals with respect to resources and consultant availability. We describe current emergency department (ED) and hospital-level stroke-related capabilities among a sample of community EDs participating in the Emergency Quality Network (E-QUAL) stroke collaborative. Methods Among E-QUAL-participating EDs, we conducted a survey to collect data on ED and hospital stroke-related structural and process capabilities associated with quality of stroke care delivery and patient outcomes. EDs submitted data using a web-based submission portal. We present descriptive statistics of self-reported capabilities. Results Of 154 participating EDs in 30 states, 97 (63%) completed the survey. Many were rural (33%); most (82%) were not certified stroke centers. Although most reported having stroke protocols (67%), many did not include hemorrhagic stroke or transient ischemic attack (45% and 57%, respectively). Capability to perform emergent head computed tomography and to administer thrombolysis were not universal (absent in 4% and 5%, respectively). Access to neurologic consultants varied; 18% reported no 24/7 availability onsite or remotely. Of those with access, 48% reported access through telemedicine only. Admission capabilities also varied with patient transfer commonly performed (79%). Conclusion Stroke-related capabilities vary substantially between community EDs and are different from capabilities typically found in larger stroke centers. These data may be valuable for identifying areas for future investment. Additionally, the design of stroke quality improvement interventions and metrics to evaluate emergency stroke care delivery should account for these key structural differences.
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Affiliation(s)
- Kori S. Zachrison
- Department of Emergency MedicineMassachusetts General Hospital and Harvard Medical SchoolBostonMassachusettsUSA
| | - Latha Ganti
- Department of Emergency MedicineUniversity of Central FloridaOrlandoFloridaUSA
| | - Dhruv Sharma
- American College of Emergency PhysiciansIrvingTexasUSA
| | - Pawan Goyal
- American College of Emergency PhysiciansIrvingTexasUSA
| | | | - Opeolu Adeoye
- Department of Emergency MedicineWashington UniversitySt. LouisMissouriUSA
| | - Joshua N. Goldstein
- Department of Emergency MedicineMassachusetts General Hospital and Harvard Medical SchoolBostonMassachusettsUSA
| | | | - Bruce M. Lo
- Department of Emergency MedicineEastern Virginia Medical School/Sentara Norfolk General HospitalNorfolkVirginiaUSA
| | - Tracy E. Madsen
- Department of Emergency MedicineWarren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - William Meurer
- Department of Emergency MedicineUniversity of Michigan School of MedicineAnn ArborMichiganUSA
| | - John A. Oostema
- Department of Emergency MedicineMichigan State UniversityEast LansingMichiganUSA
| | | | - Arjun K. Venkatesh
- Department of Emergency MedicineYale School of MedicineNew HavenConnecticutUSA
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25
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Affiliation(s)
- Qi Li
- Department of Neurology The Second Affiliated Hospital of Anhui Medical University Hefei China.,Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Joshua N Goldstein
- Division of Neurocritical Care and Emergency Neurology, Department of Emergency Medicine Massachusetts General Hospital, Harvard Medical School Boston MA
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26
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Das AS, Regenhardt RW, Gokcal E, Horn MJ, Daoud N, Schwab KM, Rost NS, Viswanathan A, Kimberly WT, Goldstein JN, Biffi A, Schwamm LH, Rosand J, Greenberg SM, Gurol ME. Idiopathic primary intraventricular hemorrhage and cerebral small vessel disease. Int J Stroke 2022; 17:645-653. [PMID: 34427471 PMCID: PMC10947797 DOI: 10.1177/17474930211043957] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Although primary intraventricular hemorrhage is frequently due to trauma or vascular lesions, the etiology of idiopathic primary intraventricular hemorrhage (IP-IVH) is not defined. AIMS Herein, we test the hypothesis that cerebral small vessel diseases (cSVD) including hypertensive cSVD (HTN-cSVD) and cerebral amyloid angiopathy are associated with IP-IVH. METHODS Brain magnetic resonance imaging from consecutive patients (January 2011 to September 2019) with non-traumatic intracerebral hemorrhage from a single referral center were reviewed for the presence of HTN-cSVD (defined by strictly deep or mixed-location intracerebral hemorrhage/cerebral microbleeds) and cerebral amyloid angiopathy (applying modified Boston criteria). RESULTS Forty-six (4%) out of 1276 patients were identified as having IP-IVH. Among these, the mean age was 74.4 ± 12.2 years and 18 (39%) were females. Forty (87%) had hypertension, and the mean initial blood pressure was 169.2 ± 40.4/88.8 ± 22.2 mmHg. Of the 35 (76%) patients who received a brain magnetic resonance imaging, two (6%) fulfilled the modified Boston criteria for possible cerebral amyloid angiopathy and 10 (29%) for probable cerebral amyloid angiopathy. Probable cerebral amyloid angiopathy was found at a similar frequency when comparing IP-IVH patients to the remaining patients with primary intraparenchymal hemorrhage (P-IPH) (27%, p = 0.85). Furthermore, imaging evidence for HTN-cSVD was found in 8 (24%) patients with IP-IVH compared to 209 (28%, p = 0.52) patients with P-IPH. CONCLUSIONS Among IP-IVH patients, cerebral amyloid angiopathy was found in approximately one-third of patients, whereas HTN-cSVD was detected in 23%-both similar rates to P-IPH patients. Our results suggest that both cSVD subtypes may be associated with IP-IVH.
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Affiliation(s)
- Alvin S Das
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert W Regenhardt
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Elif Gokcal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mitchell J Horn
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nader Daoud
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Kristin M Schwab
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Natalia S Rost
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anand Viswanathan
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - W Taylor Kimberly
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Alessandro Biffi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lee H Schwamm
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan Rosand
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Steven M Greenberg
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - M Edip Gurol
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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27
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Ack SE, Loiseau SY, Sharma G, Goldstein JN, Lissak IA, Duffy SM, Amorim E, Vespa P, Moorman JR, Hu X, Clermont G, Park S, Kamaleswaran R, Foreman BP, Rosenthal ES. Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project. Neurocrit Care 2022; 37:276-290. [PMID: 35689135 DOI: 10.1007/s12028-022-01497-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 03/23/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND We evaluated the feasibility and discriminability of recently proposed Clinical Performance Measures for Neurocritical Care (Neurocritical Care Society) and Quality Indicators for Traumatic Brain Injury (Collaborative European NeuroTrauma Effectiveness Research in TBI; CENTER-TBI) extracted from electronic health record (EHR) flowsheet data. METHODS At three centers within the Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AI consortium, we examined consecutive neurocritical care admissions exceeding 24 h (03/2015-02/2020) and evaluated the feasibility, discriminability, and site-specific variation of five clinical performance measures and quality indicators: (1) intracranial pressure (ICP) monitoring (ICPM) within 24 h when indicated, (2) ICPM latency when initiated within 24 h, (3) frequency of nurse-documented neurologic assessments, (4) intermittent pneumatic compression device (IPCd) initiation within 24 h, and (5) latency to IPCd application. We additionally explored associations between delayed IPCd initiation and codes for venous thromboembolism documented using the 10th revision of the International Statistical Classification of Diseases and Related Health Problems (ICD-10) system. Median (interquartile range) statistics are reported. Kruskal-Wallis tests were measured for differences across centers, and Dunn statistics were reported for between-center differences. RESULTS A total of 14,985 admissions met inclusion criteria. ICPM was documented in 1514 (10.1%), neurologic assessments in 14,635 (91.1%), and IPCd application in 14,175 (88.5%). ICPM began within 24 h for 1267 (83.7%), with site-specific latency differences among sites 1-3, respectively, (0.54 h [2.82], 0.58 h [1.68], and 2.36 h [4.60]; p < 0.001). The frequency of nurse-documented neurologic assessments also varied by site (17.4 per day [5.97], 8.4 per day [3.12], and 15.3 per day [8.34]; p < 0.001) and diurnally (6.90 per day during daytime hours vs. 5.67 per day at night, p < 0.001). IPCds were applied within 24 h for 12,863 (90.7%) patients meeting clinical eligibility (excluding those with EHR documentation of limiting injuries, actively documented as ambulating, or refusing prophylaxis). In-hospital venous thromboembolism varied by site (1.23%, 1.55%, and 5.18%; p < 0.001) and was associated with increased IPCd latency (overall, 1.02 h [10.4] vs. 0.97 h [5.98], p = 0.479; site 1, 2.25 h [10.27] vs. 1.82 h [7.39], p = 0.713; site 2, 1.38 h [5.90] vs. 0.80 h [0.53], p = 0.216; site 3, 0.40 h [16.3] vs. 0.35 h [11.5], p = 0.036). CONCLUSIONS Electronic health record-derived reporting of neurocritical care performance measures is feasible and demonstrates site-specific variation. Future efforts should examine whether performance or documentation drives these measures, what outcomes are associated with performance, and whether EHR-derived measures of performance measures and quality indicators are modifiable.
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Affiliation(s)
- Sophie E Ack
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Shamelia Y Loiseau
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Department of Neurology, New York-Presbyterian Hospital, New York, NY, USA
| | - Guneeti Sharma
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - India A Lissak
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Sarah M Duffy
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Edilberto Amorim
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Paul Vespa
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Joseph Randall Moorman
- Department of Medicine, Cardiovascular Division, University of Virginia, Charlottesville, VA, USA
| | - Xiao Hu
- School of Nursing and Center for Data Science, Emory University, Atlanta, GA, USA
| | - Gilles Clermont
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Soojin Park
- Departments of Neurology and Biomedical Informatics, Columbia University, New York, NY, USA
| | | | - Brandon P Foreman
- Department of Neurology, University of Cincinnati, Cincinnati, OH, USA
| | - Eric S Rosenthal
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.
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28
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Greenberg SM, Ziai WC, Cordonnier C, Dowlatshahi D, Francis B, Goldstein JN, Hemphill JC, Johnson R, Keigher KM, Mack WJ, Mocco J, Newton EJ, Ruff IM, Sansing LH, Schulman S, Selim MH, Sheth KN, Sprigg N, Sunnerhagen KS. 2022 Guideline for the Management of Patients With Spontaneous Intracerebral Hemorrhage: A Guideline From the American Heart Association/American Stroke Association. Stroke 2022; 53:e282-e361. [PMID: 35579034 DOI: 10.1161/str.0000000000000407] [Citation(s) in RCA: 275] [Impact Index Per Article: 137.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
| | | | | | | | | | | | | | | | | | - William J Mack
- AHA Stroke Council Scientific Statement Oversight Committee on Clinical Practice Guideline liaison
| | | | | | - Ilana M Ruff
- AHA Stroke Council Stroke Performance Measures Oversight Committee liaison
| | | | | | | | - Kevin N Sheth
- AHA Stroke Council Scientific Statement Oversight Committee on Clinical Practice Guideline liaison.,AAN representative
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29
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Horn MJ, Gokcal E, Becker AJ, Das AS, Warren AD, Schwab K, Goldstein JN, Biffi A, Rosand J, Polimeni JR, Viswanathan A, Greenberg SM, Gurol ME. Cerebellar atrophy and its implications on gait in cerebral amyloid angiopathy. J Neurol Neurosurg Psychiatry 2022; 93:jnnp-2021-328553. [PMID: 35534189 PMCID: PMC10936558 DOI: 10.1136/jnnp-2021-328553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 04/06/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE Recent data suggest that cerebral amyloid angiopathy (CAA) causes haemorrhagic lesions in cerebellar cortex as well as subcortical cerebral atrophy. However, the potential effect of CAA on cerebellar tissue loss and its clinical implications have not been investigated. METHODS Our study included 70 non-demented patients with probable CAA, 70 age-matched healthy controls (HCs) and 70 age-matched patients with Alzheimer's disease (AD). The cerebellum was segmented into percent of cerebellar subcortical volume (pCbll-ScV) and percent of cerebellar cortical volume (pCbll-CV) represented as percent (p) of estimated total intracranial volume. We compared pCbll-ScV and pCbll-CV between patients with CAA, HCs and those with AD. Gait velocity (metres/second) was used to investigate gait function in patients with CAA. RESULTS Patients with CAA had significantly lower pCbll-ScV compared with both HC (1.49±0.1 vs 1.73±0.2, p<0.001) and AD (1.49±0.1 vs 1.66±0.24, p<0.001) and lower pCbll-CV compared with HCs (6.03±0.5 vs 6.23±0.6, p=0.028). Diagnosis of CAA was independently associated with lower pCbll-ScV compared with HCs (p<0.001) and patients with AD (p<0.001) in separate linear regression models adjusted for age, sex and presence of hypertension. Lower pCbll-ScV was independently associated with worse gait velocity (β=0.736, 95% CI 0.28 to 1.19, p=0.002) in a stepwise linear regression analysis including pCbll-CV along with other relevant variables. INTERPRETATION Patients with CAA show more subcortical cerebellar atrophy than HC or patients with AD and more cortical cerebellar atrophy than HCs. Reduced pCbll-ScV correlated with lower gait velocity in regression models including other relevant variables. Overall, this study suggests that CAA causes cerebellar injury, which might contribute to gait disturbance.
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Affiliation(s)
- Mitchell J Horn
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Elif Gokcal
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Alex J Becker
- Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alvin S Das
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Andrew D Warren
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Kristin Schwab
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Joshua N Goldstein
- Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alessandro Biffi
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Jonathan Rosand
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Jonathan R Polimeni
- Athinoula A Martinos Center for Biomedical Imaging, Charlestown, Massachusetts, USA
| | - Anand Viswanathan
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Steven M Greenberg
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - M Edip Gurol
- J Philip Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
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30
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Gokcal E, Becker J, Horn MJ, Das AS, DiPucchio Z, Schwab K, Goldstein JN, Viswanathan A, Biffi A, Rosand J, Sperling RA, Johnson KA, Greenberg SM, Gurol E. Abstract 69: Extent Of Tau And Its Cognitive Implications In Cerebral Amyloid Angiopathy. Stroke 2022. [DOI: 10.1161/str.53.suppl_1.69] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Tau pathology is an important component of Alzheimer’s Disease but its extent and impact in cognitively healthy patients with cerebral amyloid angiopathy (CAA) are not clear. We compared in vivo tau stages estimated from the patterns of tau PET tracer uptake in patients with CAA and healthy controls (HC) and explored its relationship with amyloid burden and cognitive function in CAA.
Methods:
The study included 50 cognitively healthy probable CAA patients (mean age 70±7.6) and 50 age-, sex-matched HCs (mean age 70±7.5) who underwent MRI, Pittsburgh compound B (PiB, for amyloid) and
18
F-flortaucipir (FTP, for tau) PET imaging. Mean global cortical PiB uptake was calculated. Tau stages were estimated based on the distribution pattern of cortical FTP uptake and grouped into three categories (PET Braak Staging, Figure). Within the CAA cohort, standardized z-scores of memory, processing speed and executive function testing were obtained.
Results:
In the whole group, tau stages significantly correlated with age (rho=0.407, p<0.001) and global cortical PiB uptake (rho=0.554, p<0.001). Patients with CAA were more likely to exhibit more extensive tau (Stage III-VI) compared to HCs in univariate analyses (Figure, p=0.003). In a logistic regression model, more extensive tau independently associated with age (p=0.001) and PiB uptake (p<0.001) but not with the CAA diagnosis (p=0.264). Within the CAA cohort, tau stage was again independently associated with PiB uptake (p=0.002), but it did not show any association with scores of cognitive domains in univariate or multivariate models (p>0.2 for all comparisons).
Conclusion:
Our results show that patients with CAA have higher PET Braak tau stages when compared to similarly aged HCs but this difference disappeared after controlling for amyloid load. Extent of tau did not correlate with cognitive scores in CAA. Overall, tau stages appear to be driven by amyloid without clinical impact in cognitively healthy CAA patients.
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31
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Horn MJ, Gokcal E, Becker J, Das AS, Levine I, DiPucchio Z, Zanon Zotin MC, Schwab K, Goldstein JN, Viswanathan A, Rosand J, Biffi A, Polimeni J, Greenberg SM, Gurol EM. Abstract WMP78: Microstructural Alterations And Vascular Dysfunction In Cerebral Amyloid Angiopathy. Stroke 2022. [DOI: 10.1161/str.53.suppl_1.wmp78] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Cerebral amyloid angiopathy (CAA) causes impaired vascular reactivity to physiologic stimuli that mediates CAA-related white matter hyperintensities (WMH) but its relationship to microstructural changes has not yet been tested. We hypothesized that the degree of vascular dysfunction would be associated with alterations in white matter microstructure in patients with CAA.
Methods:
Fifty-five non-demented probable CAA patients underwent high-resolution structural MRI including Diffusion-Weighted Imaging (DWI) and functional MRI (fMRI). WMH volume was quantified and expressed as percent of total intracranial volume (pWMH). Vascular reactivity was measured as the amplitude of the blood-oxygenation-level-dependent response (BOLD_Amp) to a visual stimulus. Peak Width of Skeletonized Mean Diffusivity (PSMD) was calculated from DWI and used as a marker of microstructural integrity.
Results:
Patients had a mean age of 69.3±7.4 years and 36 (65%) had intracerebral hemorrhage (ICH). The mean PSMD was [(3.92±0.8) х 10–4 mm2/s] and the mean BOLD_Amp was 1.15±0.2%. Neither PSMD nor BOLD_Amp differed between patients with ICH and those without (p>0.2 for all comparisons). PSMD significantly correlated with older age (r=0.335, p=0.012), with higher pWMH (r=0.792, p<0.001) and with lower BOLD_Amp (r= –0.5, p<0.001). PSMD showed a trend to increase more in patients with hypertension (HT) than without ([(4.09±0.8) х 10–4 mm2/s] vs. ([(3.74±0.8) х 10–4 mm2/s], p=0.097). BOLD_Amp also correlated with pWMH (r= –0.409, p=0.002). In a linear regression analysis, decrease in BOLD_Amp was independently associated with increased PSMD corrected for age, sex, HTN, ICH and pWMH (β= –0.91, 95%CI (–1.77)-(–0.05), p=0.037). pWMH was also associated with PSMD in this model (β=1.22, 95%CI 0.89-1.54, p<0.001).
Conclusion:
This study supports the view that vascular dysfunction in CAA is closely linked with CAA-related global ischemic injury including MRI-visible white matter injury as well as microstructural tissue disruption.
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Affiliation(s)
- Mitch J Horn
- Dept of Neurology, Massachusetts General Hosp, Boston, MA
| | | | - John Becker
- Dept of Radiology, Massachusetts General Hosp, Boston, MA
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32
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Morotti A, Boulouis G, Charidimou A, Poli L, Costa P, Giuli VD, Leuci E, Mazzacane F, Busto G, Arba F, Brancaleoni L, Giacomozzi S, Simonetti L, Laudisi M, Cavallini A, Gamba M, Magoni M, Cornali C, Fontanella MM, Warren AD, Gurol EM, Viswanathan A, Gasparotti R, Casetta I, Fainardi E, Zini A, Pezzini A, Padovani A, Greenberg SM, Rosand J, Goldstein JN. Imaging markers of intracerebral hemorrhage expansion in patients with unclear symptom onset. Int J Stroke 2022; 17:1013-1020. [DOI: 10.1177/17474930211068662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Hematoma expansion (HE) is common and associated with poor outcome in intracerebral hemorrhage (ICH) with unclear symptom onset (USO). Aims: We tested the association between non-contrast computed tomography (NCCT) markers and HE in this population. Methods: Retrospective analysis of patients with primary spontaneous ICH admitted at five centers in the United States and Italy. Baseline NCCT was analyzed for presence of the following markers: intrahematoma hypodensities, heterogeneous density, blend sign, and irregular shape. Variables associated with HE (hematoma growth > 6 mL and/or > 33% from baseline to follow-up imaging) were explored with multivariable logistic regression. Results: Of 2074 patients screened, we included 646 subjects (median age = 75, 53.9% males), of whom 178 (27.6%) had HE. Hypodensities (odds ratio (OR) = 2.67, 95% confidence interval (CI) = 1.79–3.98), heterogeneous density (OR = 2.16, 95% CI = 1.46–3.21), blend sign (OR = 2.28, 95% CI = 1.38–3.75) and irregular shape (OR = 1.82, 95% CI = 1.21–2.75) were independently associated with a higher risk of HE, after adjustment for confounders (ICH volume, anticoagulation, and time from last seen well (LSW) to NCCT). Hypodensities had the highest sensitivity for HE (0.69), whereas blend sign was the most specific marker (0.90). All NCCT markers were more frequent in early presenters (time from LSW to NCCT ⩽ 6 h, n = 189, 29.3%), and more sensitive in this population as well (hypodensities had 0.77 sensitivity). Conclusion: NCCT markers are associated with HE in ICH with USO. These findings require prospective replication and suggest that NCCT features may help the stratification of HE in future studies on USO patients.
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Affiliation(s)
- Andrea Morotti
- Neurology Unit, Department of Neurological Sciences and Vision, ASST-Spedali Civili, Brescia, Italy
| | | | - Andreas Charidimou
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Loris Poli
- Neurology Unit, Department of Neurological Sciences and Vision, ASST-Spedali Civili, Brescia, Italy
| | - Paolo Costa
- U.O. Neurologia, Fondazione Poliambulanza, Brescia, Italy
| | | | - Eleonora Leuci
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italy
| | - Federico Mazzacane
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italy
| | - Giorgio Busto
- Department of Biomedical, Experimental and Clinical Sciences, Neuroradiology, University of Firenze, AOU Careggi, Firenze, Italy
| | | | - Laura Brancaleoni
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italy
| | - Sebastiano Giacomozzi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italy
| | - Luigi Simonetti
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Unità di Neuroradiologia, Ospedale Maggiore, Bologna, Italy
| | - Michele Laudisi
- Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara, Italy
| | - Anna Cavallini
- U.C. Malattie Cerebrovascolari e Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italy
| | - Massimo Gamba
- Stroke Unit, Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy
| | - Mauro Magoni
- Stroke Unit, Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy
| | - Claudio Cornali
- Neurosurgery, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Marco M Fontanella
- Neurosurgery, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Andrew D Warren
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Edip M Gurol
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anand Viswanathan
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Roberto Gasparotti
- Neuroradiology Unit, Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Ilaria Casetta
- Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche, Università degli studi di Ferrara, Ospedale Universitario S. Anna, Ferrara, Italy
| | - Enrico Fainardi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italy
| | - Andrea Zini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italy
| | - Alessandro Pezzini
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Alessandro Padovani
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Steven M Greenberg
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan Rosand
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
| | - Joshua N Goldstein
- J.P. Kistler Stroke Research Center, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA
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33
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Fanikos J, Goldstein JN, Lovelace B, Beaubrun AC, Blissett RS, Aragão F. Cost-effectiveness of andexanet alfa versus four-factor prothrombin complex concentrate for the treatment of oral factor Xa inhibitor-related intracranial hemorrhage in the US. J Med Econ 2022; 25:309-320. [PMID: 35168455 DOI: 10.1080/13696998.2022.2042106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
AIM To conduct a cost-effectiveness analysis (CEA) on the use of andexanet alfa for the treatment of factor Xa inhibitor-related intracranial hemorrhage (ICH) from the US third-party payer and societal perspectives. METHODS CEA compared andexanet alfa to prothrombin complex concentrate for the treatment of patients receiving factor Xa inhibitors admitted to hospital inpatient care with an ICH. The model comprised two linked phases. Phase 1 utilized a decision tree to model the acute treatment phase (admission of a patient with ICH into intensive care for the first 30 days). Phase 2 modeled long-term costs and outcomes using three linked Markov models comprising the six health states defined by the modified Rankin score. RESULTS The analysis showed that the strategy of using andexanet alfa for the treatment of factor Xa inhibitor-related ICH is cost-effective, with incremental cost-effectiveness per quality-adjusted life-year gained of $35,872 from a third-party payer perspective and $40,997 from a societal perspective over 20 years. LIMITATIONS (1) Absence of head-to-head trials comparing therapies included in the economic model, (2) lack of comparative long-term data on treatment efficacy, and (3) bias resulting from the study designs of published literature. CONCLUSION Given these results, the use of andexanet alfa for the reversal of anticoagulation in patients with factor Xa inhibitor-related ICH may improve quality of life and is likely to be cost-effective in a US context.
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Affiliation(s)
| | | | | | | | | | - Filipa Aragão
- Maple Health Group, LLC, New York, NY, USA
- NOVA National School of Public Health, Public Health Research Centre, Universidade NOVA de Lisboa, Lisbon, Portugal
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34
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Li Q, Li R, Zhao LB, Yang XM, Yang WS, Deng L, Lv XN, Wu GF, Tang ZP, Wei M, Zheng YN, Lv FJ, Sun XC, Goldstein JN, Xie P. Intraventricular Hemorrhage Growth: Definition, Prevalence and Association with Hematoma Expansion and Prognosis. Neurocrit Care 2021; 33:732-739. [PMID: 32219678 DOI: 10.1007/s12028-020-00958-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND/OBJECTIVES The objective of this study is to propose a definition of intraventricular hemorrhage (IVH) growth and to investigate whether IVH growth is associated with ICH expansion and functional outcome. METHODS We performed a prospective observational study of ICH patients between July 2011 and March 2017 in a tertiary hospital. Patients were included if they had a baseline CT scan within 6 h after onset of symptoms and a follow-up CT within 36 h. IVH growth was defined as either any newly occurring intraventricular bleeding on follow-up CT scan in patients without baseline IVH or an increase in IVH volume ≥ 1 mL on follow-up CT scan in patients with initial IVH. Poor outcome was defined as modified Rankin Scale score of 3-6 at 90 days. The association between IVH growth and functional outcome was assessed by using multivariable logistic regression analysis. RESULTS IVH growth was observed in 59 (19.5%) of 303 patients. Patients with IVH growth had larger baseline hematoma volume, higher NIHSS score and lower GCS score than those without. Of 44 patients who had concurrent IVH growth and hematoma growth, 41 (93.2%) had poor functional outcome at 3-month follow-up. IVH growth (adjusted OR 4.15, 95% CI 1.31-13.20; P = 0.016) was an independent predictor of poor functional outcome (mRS 3-6) at 3 months in multivariable analysis. CONCLUSION IVH growth is not uncommon and independently predicts poor outcome in ICH patients. It may serve as a promising therapeutic target for intervention.
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Affiliation(s)
- Qi Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
| | - Rui Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Li-Bo Zhao
- Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, 402160, China.
| | - Xiao-Min Yang
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Wen-Song Yang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Lan Deng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xin-Ni Lv
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Guo-Feng Wu
- Emergency Department, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550025, China
| | - Zhou-Ping Tang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Miao Wei
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yi-Neng Zheng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Fa-Jin Lv
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xiao-Chuan Sun
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Joshua N Goldstein
- Division of Neurocritical Care and Emergency Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Peng Xie
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
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35
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Herrera VLM, Walkey AJ, Nguyen MQ, Gromisch CM, Mosaddhegi JZ, Gromisch MS, Jundi B, Lukassen S, Carstensen S, Denis R, Belkina AC, Baron RM, Pinilla-Vera M, Muller M, Kimberly WT, Goldstein JN, Lehmann I, Shih AR, Ells R, Levy BD, Rulz-Opazo N. Increased Neutrophil-Subset Associated With Severity/Mortality In ARDS And COVID19-ARDS Expresses The Dual Endothelin-1/VEGFsignal-Peptide Receptor (DEspR): An Actionable Therapeutic Target. Res Sq 2021:rs.3.rs-846250. [PMID: 34545358 PMCID: PMC8452107 DOI: 10.21203/rs.3.rs-846250/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Neutrophil-mediated secondary tissue injury underlies acute respiratory distress syndrome (ARDS) and progression to multi-organ-failure (MOF) and death, processes linked to severe COVID19. This 'innocent bystander' tissue injury arises in dysregulated hyperinflammatory states from neutrophil functions and neutrophil extracellular traps (NETs) intended to kill pathogens, but injure cells instead, causing MOF. Insufficiency of prior therapeutic approaches suggest need to identify dysregulated neutrophil-subset(s) and induce subset-specific apoptosis critical for neutrophil function-shutdown and clearance. We hypothesized that neutrophils expressing the pro-survival dual endothelin-1/signal peptide receptor, DEspR, are apoptosis-resistant just like DEspR+ cancer cells, hence comprise a consequential pathogenic neutrophil-subset in ARDS and COVID19-ARDS. Here, we report correlation of circulating DEspR+CD11b+ activated neutrophils (DESpR+actNs) and NETosing-neutrophils with severity in ARDS and in COVID19-ARDS, increased DEspR+ neutrophils and monocytes in post-mortem ARDS-patient lung sections, and neutrophil DEspR/ET1 receptor/ligand autocrine loops in severe COVID19. Unlike DEspR[-] neutrophils, ARDS patient DEspR+actNs exhibit apoptosis-resistance, which decreased upon ex vivo treatment with humanized anti-DEspR-IgG4S228P antibody, hu6g8. Ex vivo live-cell imaging of non-human primate DEspR+actNs showed hu6g8 target-engagement, internalization, and induction of apoptosis. Altogether, data differentiate DEspR+actNs as a targetable neutrophil-subset associated with ARDS and COVID19-ARDS severity, and suggest DEspR-inhibition as a potential therapeutic paradigm.
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Affiliation(s)
| | | | | | | | | | | | - Bakr Jundi
- Brigham and Women's Hospital, Harvard Medical School
| | - Soeren Lukassen
- Berlin Institute of Health and Charité - Universitätsmedizin Berlin, Universität Berlin, Humboldt-Universität zu Berlin
| | | | | | | | | | | | - Meike Muller
- Fraunhofer Institute for Toxicology and Experimental Medicine
| | | | | | - Irina Lehmann
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health (BIH)
| | - Angela R Shih
- Massachusetts General Hospital, Harvard Medical School
| | - Roland Ells
- Berlin Institute of Health and Charité - Universitätsmedizin Berlin, Universität Berlin, Humboldt-Universität zu Berlin
| | - Bruce D Levy
- Brigham and Women's Hospital, Harvard Medical School
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36
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Mayer SA, Frontera JA, Jankowitz B, Kellner CP, Kuppermann N, Naik BI, Nishijima DK, Steiner T, Goldstein JN. Recommended Primary Outcomes for Clinical Trials Evaluating Hemostatic Agents in Patients With Intracranial Hemorrhage: A Consensus Statement. JAMA Netw Open 2021; 4:e2123629. [PMID: 34473266 DOI: 10.1001/jamanetworkopen.2021.23629] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE In patients with acute spontaneous or traumatic intracranial hemorrhage, early hemostasis is thought to be critical to minimize ongoing bleeding. However, research evaluating hemostatic therapies has been hampered by a lack of standardized clinical trial outcome measures. OBJECTIVE To identify appropriate primary outcomes for phase 2 and 3 clinical trials of therapies aimed at reducing acute intracranial bleeding. EVIDENCE REVIEW A comprehensive review of all previous clinical trials of hemostatic therapy for intracranial bleeding was performed, and studies measuring the frequency, risk factors, and association of intracranial bleeding with outcome of hemorrhage growth were included. FINDINGS A hierarchy of 3 outcome measures is recommended, with the first choice being a global patient-centered clinical outcome scale measured 30 to 180 days after the event; the second, a combined clinical and radiographic end point associating hemorrhage expansion with a poor patient-centered outcome at 24 hours or later; and the third, a radiographic measure of hemorrhage expansion at 24 hours alone. Additional recommendations stress the importance of separating various subtypes of bleeding when possible, early treatment within a standardized treatment window, and the routine use of computerized planimetry comparing continuous measures of absolute and relative hemorrhage growth as either a primary or secondary end point. CONCLUSIONS AND RELEVANCE Standardization of outcome measures in studies of intracranial bleeding and hemostatic therapy will support comparative effectiveness research and meta-analysis, with the goal of accelerating the translation of research into clinical practice. The 3 outcome measures proposed in this consensus statement could help this process.
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Affiliation(s)
- Stephan A Mayer
- Departments of Neurology and Neurosurgery, Westchester Medical Center Health, New York Medical College, Valhalla
| | | | - Brian Jankowitz
- Department of Neurosurgery, Cooper University Health Care, Camden, New Jersey
| | | | - Nathan Kuppermann
- Departments of Emergency Medicine and Pediatrics, University of California, Davis School of Medicine, UC Davis Health, Sacramento
| | - Bhiken I Naik
- Department of Anesthesiology and Neurological Surgery, University of Virginia, Charlottesville
| | - Daniel K Nishijima
- Department of Emergency Medicine, University of California, Davis School of Medicine, UC Davis Health, Sacramento
| | - Thorsten Steiner
- Department of Neurology, Klinikum Frankfurt Höchst, Frankfurt, Germany
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston
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37
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Spinella PC, Kassar NE, Cap AP, Kindzelski AL, Almond CS, Barkun A, Gernsheimer TB, Goldstein JN, Holcomb JB, Iorio A, Jensen DM, Key NS, Levy JH, Mayer SA, Moore EE, Stanworth SJ, Lewis RJ, Steiner ME. Recommended primary outcomes for clinical trials evaluating hemostatic blood products and agents in patients with bleeding: Proceedings of a National Heart Lung and Blood Institute and US Department of Defense Consensus Conference. J Trauma Acute Care Surg 2021; 91:S19-S25. [PMID: 34039915 PMCID: PMC9032809 DOI: 10.1097/ta.0000000000003300] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
ABSTRACT High-quality evidence guiding optimal transfusion and other supportive therapies to reduce bleeding is needed to improve outcomes for patients with either severe bleeding or hemostatic disorders that are associated with poor outcomes. Alongside challenges in performing high-quality clinical trials in patient populations who are at risk of bleeding or who are actively bleeding, the interpretation of research evaluating hemostatic agents has been limited by inconsistency in the choice of primary trial outcomes. This lack of standardization of primary endpoints or outcomes decreases the ability of clinicians to assess the validity of endpoints and compare research results across studies, impairs meta-analytic efforts, and, ultimately, delays the translation of research results into clinical practice. To address this challenge, an international panel of experts was convened by the National Heart Lung and Blood Institute and the US Department of Defense on September 23 and 24, 2019, to develop expert opinion, consensus-based recommendations for primary clinical trial outcomes for pivotal trials in pediatric and adult patients with six categories in various clinical settings. This publication documents the conference proceedings from the workshop funded by the National Heart Lung and Blood Institute and the US Department of Defense that consolidated expert opinion regarding clinically meaningful outcomes across a wide range of disciplines to provide guidance for outcomes of future trials of hemostatic products and agents for patients with active bleeding.
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Affiliation(s)
- Philip C. Spinella
- Division of Critical Care, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Andrew P. Cap
- US Army Institute of Surgical Research, Ft Sam Houston, TX
| | | | | | - Alan Barkun
- Division of Gastroenterology, McGill University and the McGill University Health Centre Montréal, Québec, Canada
| | | | - Joshua N. Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - John B. Holcomb
- Department of Surgery, Center for Injury Science, Division of Acute Care Surgery, University of Alabama at Birmingham, Birmingham, AL
| | - Alfonso Iorio
- Division of Hematology and Thromboembolism, Department of Medicine and Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton Ontario L8S 4K Canada
| | - Dennis M. Jensen
- Division of Gastroenterology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095
| | - Nigel S. Key
- Division of Hematology and Blood Research Center, Department of Medicine, University of North Carolina, Chapel Hill, NC 27599
| | - Jerrold H. Levy
- Department of Anesthesiology and Critical Care, Duke University Medical Center, Durham, NC 27710 USA
| | - Stephan A. Mayer
- Departments of Neurology and Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla NY 10595
| | - Ernest E. Moore
- Ernest E Moore Shock Trauma Center at Denver Health, Department of Surgery, University of Colorado Denver, Denver, Colorado 80204 USA
| | - Simon J. Stanworth
- Oxford University, Oxford, United Kingdom, The John Radcliffe Hospital, Oxford, GBR NHSBT, Oxford, United Kingdom
| | - Roger J. Lewis
- Berry Consultants LLC, Austin TX 78746
- Department of Emergency Medicine, David Geffen School of Medicine at UCLA, Los Angeles California 90095 USA
| | - Marie E. Steiner
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, Division of Pediatric Critical Care Medicine, University of Minnesota Medical School, Minneapolis, MN 55455 USA
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38
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Chung J, Hamilton G, Kim M, Marini S, Montgomery B, Henry J, Cho AE, Brown DL, Worrall BB, Meschia JF, Silliman SL, Selim M, Tirschwell DL, Kidwell CS, Kissela B, Greenberg SM, Viswanathan A, Goldstein JN, Langefeld CD, Rannikmae K, Sudlow CLM, Samarasekera N, Rodrigues M, Al-Shahi Salman R, Prendergast JGD, Harris SE, Deary I, Woo D, Rosand J, Van Agtmael T, Anderson CD. Rare Missense Functional Variants at COL4A1 and COL4A2 in Sporadic Intracerebral Hemorrhage. Neurology 2021; 97:e236-e247. [PMID: 34031201 PMCID: PMC8302151 DOI: 10.1212/wnl.0000000000012227] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 04/19/2021] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE To test the genetic contribution of rare missense variants in COL4A1 and COL4A2 in which common variants are genetically associated with sporadic intracerebral hemorrhage (ICH), we performed rare variant analysis in multiple sequencing data for the risk for sporadic ICH. METHODS We performed sequencing across 559 Kbp at 13q34 including COL4A1 and COL4A2 among 2,133 individuals (1,055 ICH cases; 1,078 controls) in United States-based and 1,381 individuals (192 ICH cases; 1,189 controls) from Scotland-based cohorts, followed by sequence annotation, functional impact prediction, genetic association testing, and in silico thermodynamic modeling. RESULTS We identified 107 rare nonsynonymous variants in sporadic ICH, of which 2 missense variants, rs138269346 (COL4A1I110T) and rs201716258 (COL4A2H203L), were predicted to be highly functional and occurred in multiple ICH cases but not in controls from the United States-based cohort. The minor allele of rs201716258 was also present in Scottish patients with ICH, and rs138269346 was observed in 2 ICH-free controls with a history of hypertension and myocardial infarction. Rs138269346 was nominally associated with nonlobar ICH risk (p = 0.05), but not with lobar ICH (p = 0.08), while associations between rs201716258 and ICH subtypes were nonsignificant (p > 0.12). Both variants were considered pathogenic based on minor allele frequency (<0.00035 in European populations), predicted functional impact (deleterious or probably damaging), and in silico modeling studies (substantially altered physical length and thermal stability of collagen). CONCLUSIONS We identified rare missense variants in COL4A1/A2 in association with sporadic ICH. Our annotation and simulation studies suggest that these variants are highly functional and may represent targets for translational follow-up.
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Affiliation(s)
- Jaeyoon Chung
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Graham Hamilton
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Minsup Kim
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Sandro Marini
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Bailey Montgomery
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Jonathan Henry
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Art E Cho
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Devin L Brown
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Bradford B Worrall
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - James F Meschia
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Scott L Silliman
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Magdy Selim
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - David L Tirschwell
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Chelsea S Kidwell
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Brett Kissela
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Steven M Greenberg
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Anand Viswanathan
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Joshua N Goldstein
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Carl D Langefeld
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Kristiina Rannikmae
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Catherine L M Sudlow
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Neshika Samarasekera
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Mark Rodrigues
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Rustam Al-Shahi Salman
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - James G D Prendergast
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Sarah E Harris
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Ian Deary
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Daniel Woo
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Jonathan Rosand
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Tom Van Agtmael
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Christopher D Anderson
- From the Center for Genomic Medicine (J.C., S.M., B.M., J.H., J.R., C.D.A.), Department of Neurology (B.M., J.H., S.M.G., A.V., J.R., C.D.A.), McCance Center for Brain Health (J.H., J.R., C.D.A.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston; Program in Medical and Population Genetics (J.C., J.R., C.D.A.), Broad Institute, Boston, MA; Glasgow Polyomics, Wolfson Wohl Cancer Research Centre, Garscube Campus (G.H.), and Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences (G.H., T.V.A.), University of Glasgow, Bearsden, UK; Department of Bioinformatics (M.K., A.E.C.), Korea University, Sejong, South Korea; Stroke Program, Department of Neurology (D.L.B.), University of Michigan, Ann Arbor; Department of Neurology and Public Health Sciences (B.B.W.), University of Virginia Health System, Charlottesville; Department of Neurology (J.F.M.), Mayo Clinic Jacksonville; Department of Neurology (S.L.S.), University of Florida College of Medicine, Jacksonville; Department of Neurology, Stroke Division (M.S.), Beth Israel Deaconess Medical Center, Boston, MA; Department of Neurology, Harborview Medical Center (D.L.T.), University of Washington, Seattle; Department of Neurology (C.S.K.), The University of Arizona, Tucson; Department of Neurology and Rehabilitation Medicine (B.K., D.W.), University of Cincinnati, OH; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; Centre for Medical Informatics, Usher Institute (K.R., C.L.M.S.), Centre for Clinical Brain Sciences (N.S., M.R., R.A.-S.S.), The Roslin Institute (J.G.D.P.), and Lothian Birth Cohorts Group, Department of Psychology (S.E.H., I.D.), University of Edinburgh; and British Heart Foundation Data Science Centre (K.R.), London, UK. Dr. Anderson is currently at the Department of Neurology, Brigham and Women's Hospital, Boston, MA
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Gladstone DJ, Aviv RI, Demchuk AM, Hill MD, Thorpe KE, Khoury JC, Sucharew HJ, Al-Ajlan F, Butcher K, Dowlatshahi D, Gubitz G, De Masi S, Hall J, Gregg D, Mamdani M, Shamy M, Swartz RH, Del Campo CM, Cucchiara B, Panagos P, Goldstein JN, Carrozzella J, Jauch EC, Broderick JP, Flaherty ML. Effect of Recombinant Activated Coagulation Factor VII on Hemorrhage Expansion Among Patients With Spot Sign-Positive Acute Intracerebral Hemorrhage: The SPOTLIGHT and STOP-IT Randomized Clinical Trials. JAMA Neurol 2021; 76:1493-1501. [PMID: 31424491 DOI: 10.1001/jamaneurol.2019.2636] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Importance Intracerebral hemorrhage (ICH) is a devastating stroke type that lacks effective treatments. An imaging biomarker of ICH expansion-the computed tomography (CT) angiography spot sign-may identify a subgroup that could benefit from hemostatic therapy. Objective To investigate whether recombinant activated coagulation factor VII (rFVIIa) reduces hemorrhage expansion among patients with spot sign-positive ICH. Design, Setting, and Participants In parallel investigator-initiated, multicenter, double-blind, placebo-controlled randomized clinical trials in Canada ("Spot Sign" Selection of Intracerebral Hemorrhage to Guide Hemostatic Therapy [SPOTLIGHT]) and the United States (The Spot Sign for Predicting and Treating ICH Growth Study [STOP-IT]) with harmonized protocols and a preplanned individual patient-level pooled analysis, patients presenting to the emergency department with an acute primary spontaneous ICH and a spot sign on CT angiography were recruited. Data were collected from November 2010 to May 2016. Data were analyzed from November 2016 to May 2017. Interventions Eligible patients were randomly assigned 80 μg/kg of intravenous rFVIIa or placebo as soon as possible within 6.5 hours of stroke onset. Main Outcomes and Measures Head CT at 24 hours assessed parenchymal ICH volume expansion from baseline (primary outcome) and total (ie, parenchymal plus intraventricular) hemorrhage volume expansion (secondary outcome). The pooled analysis compared hemorrhage expansion between groups by analyzing 24-hour volumes in a linear regression model adjusted for baseline volumes, time from stroke onset to treatment, and trial. Results Of the 69 included patients, 35 (51%) were male, and the median (interquartile range [IQR]) age was 70 (59-80) years. Baseline median (IQR) ICH volumes were 16.3 (9.6-39.2) mL in the rFVIIa group and 20.4 (8.6-32.6) mL in the placebo group. Median (IQR) time from CT to treatment was 71 (57-96) minutes, and the median (IQR) time from stroke onset to treatment was 178 (138-197) minutes. The median (IQR) increase in ICH volume from baseline to 24 hours was small in both the rFVIIa group (2.5 [0-10.2] mL) and placebo group (2.6 [0-6.6] mL). After adjustment, there was no difference between groups on measures of ICH or total hemorrhage expansion. At 90 days, 9 of 30 patients in the rFVIIa group and 13 of 34 in the placebo group had died or were severely disabled (P = .60). Conclusions and Relevance Among patients with spot sign-positive ICH treated a median of about 3 hours from stroke onset, rFVIIa did not significantly improve radiographic or clinical outcomes. Trial Registration ClinicalTrials.gov identifier: NCT01359202 and NCT00810888.
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Affiliation(s)
- David J Gladstone
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Richard I Aviv
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Andrew M Demchuk
- Department of Clinical Neurosciences and Radiology, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Michael D Hill
- Department of Clinical Neurosciences and Radiology, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Community Health Sciences and Medicine, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kevin E Thorpe
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Applied Health Research Centre, Li Ka Shing Knowledge Institute of St Michael's Hospital, Toronto, Ontario, Canada
| | - Jane C Khoury
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Heidi J Sucharew
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Fahad Al-Ajlan
- Department of Neurosciences, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Ken Butcher
- University of New South Wales, Prince of Wales Clinical School, Sydney, New South Wales, Australia
| | - Dar Dowlatshahi
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Gord Gubitz
- Division of Neurology, Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Stephanie De Masi
- Applied Health Research Centre, Li Ka Shing Knowledge Institute of St Michael's Hospital, Toronto, Ontario, Canada
| | - Judith Hall
- Applied Health Research Centre, Li Ka Shing Knowledge Institute of St Michael's Hospital, Toronto, Ontario, Canada
| | - David Gregg
- Division of Cardiology, Department of Medicine, Medical University of South Carolina, Charleston
| | - Muhammad Mamdani
- Applied Health Research Centre, Li Ka Shing Knowledge Institute of St Michael's Hospital, Toronto, Ontario, Canada
| | | | - Richard H Swartz
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - C Martin Del Campo
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Brett Cucchiara
- Department of Neurology, University of Pennsylvania, Philadelphia
| | - Peter Panagos
- Department of Emergency Medicine, Washington University in St Louis, St Louis, Missouri
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston
| | - Janice Carrozzella
- Department of Radiology, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Edward C Jauch
- Mission Research Institute, Mission Health System, Asheville, North Carolina
| | - Joseph P Broderick
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - Matthew L Flaherty
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, Ohio
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Singh SD, Pasi M, Schreuder FHBM, Morotti A, Senff JR, Warren AD, McKaig BN, Schwab K, Gurol ME, Rosand J, Greenberg SM, Viswanathan A, Klijn CJM, Rinkel GJE, Goldstein JN, Brouwers HB. Computed Tomography Angiography Spot Sign, Hematoma Expansion, and Functional Outcome in Spontaneous Cerebellar Intracerebral Hemorrhage. Stroke 2021; 52:2902-2909. [PMID: 34126759 DOI: 10.1161/strokeaha.120.033297] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Sanjula D Singh
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston.,Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (S.D.S., J.R.S., G.J.E.R., H.B.B.)
| | - Marco Pasi
- University of Lille, Inserm, CHU Lille, U1172 - LilNCog - Lille Neuroscience and Cognition, France (M.P.)
| | - Floris H B M Schreuder
- Department of Neurology, Donders Institute for Brain Cognition and Behavior, Center for Neuroscience, Radboud University Medical Center, Nijmegen, the Netherlands (F.H.B.M.S., C.J.M.K.)
| | - Andrea Morotti
- ASST Valcamonica, Neurology Unit, Esine (BS), Italy (A.M.)
| | - Jasper R Senff
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (S.D.S., J.R.S., G.J.E.R., H.B.B.)
| | - Andrew D Warren
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Brenna N McKaig
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Kristin Schwab
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - M Edip Gurol
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Jonathan Rosand
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston.,Center for Genomic Medicine (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston.,Division of Neurocritical Care and Emergency Neurology (J.R., J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Steven M Greenberg
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Anand Viswanathan
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center (S.D.S., A.D.W., B.N.M., K.S., M.E.G., J.R., S.M.G., A.V.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Catharina J M Klijn
- Department of Neurology, Donders Institute for Brain Cognition and Behavior, Center for Neuroscience, Radboud University Medical Center, Nijmegen, the Netherlands (F.H.B.M.S., C.J.M.K.)
| | - Gabriel J E Rinkel
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (S.D.S., J.R.S., G.J.E.R., H.B.B.)
| | - Joshua N Goldstein
- Division of Neurocritical Care and Emergency Neurology (J.R., J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston.,Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - H Bart Brouwers
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (S.D.S., J.R.S., G.J.E.R., H.B.B.)
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Demchuk AM, Yue P, Zotova E, Nakamya J, Xu L, Milling TJ, Ohara T, Goldstein JN, Middeldorp S, Verhamme P, Lopez-Sendon JL, Conley PB, Curnutte JT, Eikelboom JW, Crowther M, Connolly SJ. Hemostatic Efficacy and Anti-FXa (Factor Xa) Reversal With Andexanet Alfa in Intracranial Hemorrhage: ANNEXA-4 Substudy. Stroke 2021; 52:2096-2105. [PMID: 33966491 PMCID: PMC8140631 DOI: 10.1161/strokeaha.120.030565] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 01/29/2021] [Accepted: 03/11/2021] [Indexed: 12/12/2022]
Abstract
Background and Purpose Andexanet alfa is a recombinant modified human FXa (factor Xa) developed to reverse FXa inhibition from anticoagulants. Hemostatic efficacy and reversal of anti-FXa activity with andexanet were assessed in patients from the ANNEXA-4 study (Andexanet Alfa, a Novel Antidote to the Anticoagulation Effects of FXa Inhibitors) with intracranial hemorrhage (ICrH). Methods ANNEXA-4 was a single-arm study evaluating andexanet in patients presenting with major bleeding ≤18 hours after taking an FXa inhibitor. Patients received a bolus plus 2-hour infusion of andexanet. Brain imaging in patients with ICrH was performed at baseline and at 1 and 12 hours postandexanet infusion. Coprimary efficacy outcomes were change in anti-FXa activity and hemostatic efficacy at 12 hours (excellent/good efficacy defined as ≤35% increase in hemorrhage volume/thickness). Safety outcomes included occurrence of thrombotic events and death at 30 days. Results A total of 227 patients with ICrH were included in the safety population (51.5% male; mean age 79.3 years) and 171 in the efficacy population (99 spontaneous and 72 traumatic bleeds). In efficacy evaluable patients, excellent/good hemostasis 12 hours postandexanet occurred in 77 out of 98 (78.6%) and in 58 out of 70 (82.9%) patients with spontaneous and traumatic bleeding, respectively. In the subanalysis by FXa inhibitor treatment group in the efficacy population, median of percent change in anti-FXa from baseline to nadir showed a decrease of 93.8% for apixaban-treated patients (n=99) and by 92.6% for rivaroxaban-treated patients (n=59). Within 30 days, death occurred in 34 out of 227 (15.0%) patients and thrombotic events occurred in 21 out of 227 (9.3%) patients (safety population). Conclusions Andexanet reduced anti-FXa activity in FXa inhibitor-treated patients with ICrH, with a high rate of hemostatic efficacy. Andexanet may substantially benefit patients with ICrH, the most serious complication of anticoagulation. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT02329327.
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Affiliation(s)
- Andrew M. Demchuk
- Departments of Clinical Neurosciences and Radiology, Cumming School of Medicine, University of Calgary, AB, Canada (A.M.D.)
| | - Patrick Yue
- Portola Pharmaceuticals, Inc, now Alexion Pharmaceuticals, Inc, South San Francisco, CA (P.Y., P.B.C., J.T.C.)
| | - Elena Zotova
- Department of Medicine, McMaster University, Hamilton, ON, Canada (E.Z., J.N., L.X., J.W.E., M.C., S.J.C.)
| | - Juliet Nakamya
- Department of Medicine, McMaster University, Hamilton, ON, Canada (E.Z., J.N., L.X., J.W.E., M.C., S.J.C.)
| | - Lizhen Xu
- Department of Medicine, McMaster University, Hamilton, ON, Canada (E.Z., J.N., L.X., J.W.E., M.C., S.J.C.)
| | - Truman J. Milling
- Department of Neurology, Seton Dell Medical School Stroke Institute, Austin, TX (T.J.M.)
| | - Tomoyuki Ohara
- Department of Neurology, Kyoto Prefectural University of Medicine, Japan (T.O.)
| | - Joshua N. Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston (J.N.G.)
| | - Saskia Middeldorp
- Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Meibergdreef, the Netherlands (S.M.)
| | - Peter Verhamme
- Center for Molecular and Vascular Biology, University of Leuven, Belgium (P.V.)
| | - Jose Luis Lopez-Sendon
- Department of Cardiology, Hospital Universitario La Paz, IdiPaz, Universidad Autonoma de Madrid, Spain (J.L.L.-S.)
| | - Pamela B. Conley
- Portola Pharmaceuticals, Inc, now Alexion Pharmaceuticals, Inc, South San Francisco, CA (P.Y., P.B.C., J.T.C.)
| | - John T. Curnutte
- Portola Pharmaceuticals, Inc, now Alexion Pharmaceuticals, Inc, South San Francisco, CA (P.Y., P.B.C., J.T.C.)
| | - John W. Eikelboom
- Department of Medicine, McMaster University, Hamilton, ON, Canada (E.Z., J.N., L.X., J.W.E., M.C., S.J.C.)
| | - Mark Crowther
- Department of Medicine, McMaster University, Hamilton, ON, Canada (E.Z., J.N., L.X., J.W.E., M.C., S.J.C.)
| | - Stuart J. Connolly
- Department of Medicine, McMaster University, Hamilton, ON, Canada (E.Z., J.N., L.X., J.W.E., M.C., S.J.C.)
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Abstract
Patients who require urgent warfarin reversal often receive four-factor prothrombin complex concentrate (4F-PCC), which is traditionally dosed according to weight and initial INR. Our institution implemented a fixed-dose 4F-PCC strategy, using an initial dose of 1500 units. We evaluated the frequency with which the initial fixed dose 4F-PCC was inadequate, as defined by need for supplemental dosing. As part of the protocol, if the initial fixed-dose 4F-PCC is administered and does not achieve INR goal, then the remainder of the standard weight- and INR-based dosing can be given. During the study period, 63 patients on warfarin received 4F-PCC using the fixed-dose protocol. Based on the INR following 4F-PCC administration, 11 patients (17%) were eligible to receive a supplemental dose based on failure to achieve their specified INR goal. Two of the 11 patients eligible for supplemental 4F-PCC dosing received the second dose, both with initial supratherapeutic INRs > 3.5. We found that most patients given an initial fixed-dose 4F-PCC achieved their INR goals, and of those who did not, most did not receive supplemental dosing, suggesting that clinical providers felt that adequate hemostasis had been achieved. In addition, fixed-dose 4F-PCC was able to be given rapidly, with few dosing errors, suggesting that this is a reasonable option for 4F-PCC delivery.
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Affiliation(s)
- L Fuh
- Department of Pharmacy, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA.
| | - J N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
| | - B D Hayes
- Department of Pharmacy, Massachusetts General Hospital, 55 Fruit St, Boston, MA, 02114, USA
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Morotti A, Boulouis G, Charidimou A, Li Q, Poli L, Costa P, De Giuli V, Leuci E, Mazzacane F, Busto G, Arba F, Brancaleoni L, Giacomozzi S, Simonetti L, Laudisi M, Micieli G, Cavallini A, Candeloro E, Gamba M, Magoni M, Warren AD, Anderson CD, Gurol ME, Biffi A, Viswanathan A, Casetta I, Fainardi E, Zini A, Pezzini A, Padovani A, Greenberg SM, Rosand J, Goldstein JN. Hematoma Expansion in Intracerebral Hemorrhage With Unclear Onset. Neurology 2021; 96:e2363-e2371. [PMID: 33795389 DOI: 10.1212/wnl.0000000000011895] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 02/18/2021] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE To investigate the prevalence, predictors, and prognostic effect of hematoma expansion (HE) in patients with intracerebral hemorrhage (ICH) with unclear symptom onset (USO). METHODS We performed a retrospective analysis of patients with primary spontaneous ICH admitted at 5 academic medical centers in the United States and Italy. HE (volume increase >6 mL or >33% from baseline to follow-up noncontrast CT [NCCT]) and mortality at 30 days were the outcomes of interest. Baseline NCCT was also analyzed for presence of hypodensities (any hypodense region within the hematoma margins). Predictors of HE and mortality were explored with multivariable logistic regression. RESULTS We enrolled 2,165 participants, 1,022 in the development cohort and 1,143 in the replication cohort, of whom 352 (34.4%) and 407 (35.6%) had ICH with USO, respectively. When compared with participants having a clear symptom onset, patients with USO had a similar frequency of HE (25.0% vs 21.9%, p = 0.269 and 29.9% vs 31.5%, p = 0.423). Among patients with USO, HE was independently associated with mortality after adjustment for confounders (odds ratio [OR] 2.64, 95% confidence interval [CI] 1.43-4.89, p = 0.002). This finding was similar in the replication cohort (OR 3.46, 95% CI 1.86-6.44, p < 0.001). The presence of NCCT hypodensities in patients with USO was an independent predictor of HE in the development (OR 2.59, 95% CI 1.27-5.28, p = 0.009) and replication (OR 2.43, 95% CI 1.42-4.17, p = 0.001) population. CONCLUSION HE is common in patients with USO and independently associated with worse outcome. These findings suggest that patients with USO may be enrolled in clinical trials of medical treatments targeting HE.
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Affiliation(s)
- Andrea Morotti
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston.
| | - Gregoire Boulouis
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Andreas Charidimou
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Qi Li
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Loris Poli
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Paolo Costa
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Valeria De Giuli
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Eleonora Leuci
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Federico Mazzacane
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Giorgio Busto
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Francesco Arba
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Laura Brancaleoni
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Sebastiano Giacomozzi
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Luigi Simonetti
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Michele Laudisi
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Giuseppe Micieli
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Anna Cavallini
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Elisa Candeloro
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Massimo Gamba
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Mauro Magoni
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Andrew D Warren
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Christopher D Anderson
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - M Edip Gurol
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Alessandro Biffi
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Anand Viswanathan
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Ilaria Casetta
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Enrico Fainardi
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Andrea Zini
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Alessandro Pezzini
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Alessandro Padovani
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Steven M Greenberg
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Jonathan Rosand
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
| | - Joshua N Goldstein
- From UO Neurologia (A.M.), Azienda Socio-Sanitaria Territoriale (ASST) Valcamonica, Esine, Italy; Neuroradiology Department (G. Boulouis), Centre Hospitalier Sainte-Anne, Paris, France; J.P. Kistler Stroke Research Center, Department of Neurology (A. Charidimou, Q.L., A.D.W., C.D.A., M.E.G., A.B., A.V., S.M.G., J.R., J.N.G.), Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston; Dipartimento di Scienze Cliniche e Sperimentali, Clinica Neurologica (L.P., A. Pezzini, A. Padovani), Università degli Studi di Brescia; UO di Neurologia (P.C.), Istituto Clinico Fondazione Poliambulanza, Brescia; UOC Neurologia (V.D.G.), ASST Cremona; UC Malattie Cerebrovascolari e Stroke Unit (E.L., F.M., A. Cavallini) and UC Neurologia d'Urgenza (E.L., F.M., G.M.), IRCCS Fondazione Mondino, Pavia; Dipartimento di Dipartimento di Scienze Biomediche, Sperimentali e Cliniche, Neuroradiologia, Università degliStudi di Firenze (G. Busto, E.F.), and Stroke Unit (F.A., A.Z.), Ospedale Universitario Careggi, Firenze; UOC Neurologia e Rete Stroke, Metropolitana (L.B., S.G.), and Unità di Neuroradiologia (L.S.), IRCCS Istituto delle Scienze Neurologiche di Bologna, Ospedale Maggiore; Clinica Neurologica, Dipartimento di Scienze Biomediche e Chirurgico Specialistiche (M.L., I.C.), Università degli studi diFerrara, Ospedale Universitario S. Anna, Ferrara; Neurologia e Stroke Unit (E.C.), Ospedale di Circolo, ASST Settelaghi, Varese; Stroke Unit (M.G., M.M.), Neurologia Vascolare, ASST Spedali Civili, Brescia, Italy; Division of Neurocritical Care and Emergency Neurology, Department of Neurology (C.D.A., J.R., J.N.G.), Harvard Medical School, Henry and Allison McCance Center for Brain Health (C.D.A., J.R., J.N.G.), and Department of Emergency Medicine (J.N.G.), Massachusetts General Hospital, Boston
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Singh SD, Schreuder FHBM, van Nieuwenhuizen KM, Jolink WM, Senff JR, Goldstein JN, Boogaarts J, Klijn CJM, Rinkel GJE, Brouwers HB. Secondary Hematoma Evacuation and Outcome After Initial Conservative Approach for Patients with Cerebellar Hematoma Larger than 3 cm. Neurocrit Care 2021; 35:680-686. [PMID: 33650011 PMCID: PMC8692294 DOI: 10.1007/s12028-021-01203-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 01/30/2021] [Indexed: 11/29/2022]
Abstract
Background In patients with spontaneous cerebellar intracerebral hemorrhage (ICH) guidelines advocate evacuation when the hematoma diameter is > 3 cm. We studied outcome in patients with cerebellar ICH > 3 cm who did not undergo immediate hematoma evacuation. Methods We included consecutive patients with cerebellar ICH > 3 cm at two academic hospitals between 2008 and 2017. Patients who died < 24 h (h) were excluded because of probable confounding by indication. We determined patient characteristics, hematoma volumes, EVD placement, secondary hematoma evacuation, in-hospital and 3-month case-fatality, and functional outcome. Results Of 130 patients with cerebellar ICH, 98 (77%) had a hematoma > 3 cm of whom 22 (23%) died < 24 h and 28 (29%) underwent hematoma evacuation < 24 h. Thus, 48 patients were initially treated conservatively (mean age 70 ± 13, 24 (50%) female). Of these 48 patients, 7 (15%) underwent secondary hematoma evacuation > 24 h, of whom 1 (14%) had received an EVD < 24 h. Five others also received an EVD < 24 h without subsequent hematoma evacuation. Of the 41 patients without secondary hematoma evacuation, 11 (28%) died and 20 (51%) had a favorable outcome (mRS of 0–3) at 3 months. The 7 patients who underwent secondary hematoma evacuation had a decrease in GCS score of at least two points prior to surgery; two (29%) had deceased at 3 months; and 5 (71%) had a good functional outcome (mRS 0–3). Conclusions While cerebellar ICH > 3 cm is often considered an indication for immediate hematoma evacuation, there may be a subgroup of patients in whom surgery can be safely deferred. Further data are needed to assess the optimal timing and indications of surgical treatment in these patients. Supplementary Information The online version contains supplementary material available at 10.1007/s12028-021-01203-6.
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Affiliation(s)
- Sanjula D Singh
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands. .,Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, USA.
| | - Floris H B M Schreuder
- Department of Neurology, Donders Institute for Brain Cognition and Behavior, Center for Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Koen M van Nieuwenhuizen
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wilmar M Jolink
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jasper R Senff
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joshua N Goldstein
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Jeroen Boogaarts
- Department of Neurology, Donders Institute for Brain Cognition and Behavior, Center for Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Catharina J M Klijn
- Department of Neurology, Donders Institute for Brain Cognition and Behavior, Center for Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Gabriel J E Rinkel
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - H Bart Brouwers
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
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Murthy SB, Zhang C, Gupta A, Cho SM, Rivera-Lara L, Avadhani R, Gruber J, Iadecola C, Falcone GJ, Sheth KN, Qureshi AI, Goldstein JN, Hanley DF, Kamel H, Ziai WC. Diffusion-Weighted Imaging Lesions After Intracerebral Hemorrhage and Risk of Stroke: A MISTIE III and ATACH-2 Analysis. Stroke 2021; 52:595-602. [PMID: 33467877 DOI: 10.1161/strokeaha.120.031628] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Punctate ischemic lesions noted on diffusion-weighted imaging (DWI) are associated with poor functional outcomes after intracerebral hemorrhage (ICH). Whether these lesions increase long-term risk of stroke is poorly understood. METHODS We pooled individual patient data from the ATACH-2 trial (Antihypertensive Treatment of Acute Cerebral Hemorrhage) and the MISTIE III trial (Minimally Invasive Surgery Plus Alteplase for Intracerebral Hemorrhage Evacuation Phase 3). We included subjects with a magnetic resonance imaging scan. The exposure was a DWI lesion. The primary outcome was any stroke, defined as a composite of ischemic stroke or recurrent ICH, whereas secondary outcomes were incident ischemic stroke and recurrent ICH. Using multivariate Cox regression analysis, we evaluated the risk of stroke. RESULTS Of 505 patients with ICH with magnetic resonance imaging, 466 were included. DWI lesions were noted in 214 (45.9%) subjects, and 34 incident strokes (20 ischemic stroke and 14 recurrent ICH) were observed during a median follow-up of 324 days (interquartile range, 91-374). Presence of a DWI lesion was associated with a 6.9% (95% CI, 2.2-11.6) absolute increase in risk of all stroke (hazard ratio, 2.6 [95% CI, 1.2-5.7]). Covariate adjustment with Cox regression models also demonstrated this increased risk. In the secondary analyses, there was an increased risk of ischemic stroke (hazard ratio, 3.5 [95% CI, 1.1-11.0]) but not recurrent ICH (hazard ratio, 1.7 [95% CI, 0.6-5.1]). CONCLUSIONS In a heterogeneous cohort of patients with ICH, presence of a DWI lesion was associated with a 2.5-fold heightened risk of stroke among ICH survivors. This elevated risk persisted for ischemic stroke but not for recurrent ICH.
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Affiliation(s)
- Santosh B Murthy
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (S.B.M., C.Z., C.I., H.K.), Weill Cornell Medicine, New York, NY
| | - Cenai Zhang
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (S.B.M., C.Z., C.I., H.K.), Weill Cornell Medicine, New York, NY
| | - Ajay Gupta
- Department of Radiology (A.G.), Weill Cornell Medicine, New York, NY
| | - Sung-Min Cho
- Division of Neurosciences Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD (S.-M.C., L.R.-L., W.C.Z.)
| | - Lucia Rivera-Lara
- Division of Neurosciences Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD (S.-M.C., L.R.-L., W.C.Z.)
| | - Radhika Avadhani
- Brain Injury Outcomes Center, Johns Hopkins University, Baltimore, MD (R.A., J.G., D.F.H.)
| | - Joshua Gruber
- Brain Injury Outcomes Center, Johns Hopkins University, Baltimore, MD (R.A., J.G., D.F.H.)
| | - Costantino Iadecola
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (S.B.M., C.Z., C.I., H.K.), Weill Cornell Medicine, New York, NY
| | - Guido J Falcone
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT (G.J.F., K.N.S.)
| | - Kevin N Sheth
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT (G.J.F., K.N.S.)
| | - Adnan I Qureshi
- Zeenat Qureshi Stroke Institutes and Department of Neurology, University of Missouri, Columbia (A.I.Q.)
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Boston (J.N.G.)
| | - Daniel F Hanley
- Brain Injury Outcomes Center, Johns Hopkins University, Baltimore, MD (R.A., J.G., D.F.H.)
| | - Hooman Kamel
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (S.B.M., C.Z., C.I., H.K.), Weill Cornell Medicine, New York, NY
| | - Wendy C Ziai
- Division of Neurosciences Critical Care, Johns Hopkins University School of Medicine, Baltimore, MD (S.-M.C., L.R.-L., W.C.Z.)
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Su CM, Warren A, Kraus C, Macias-Konstantopoulos W, Zachrison KS, Viswanathan A, Anderson C, Gurol ME, Greenberg SM, Goldstein JN. Lack of racial and ethnic-based differences in acute care delivery in intracerebral hemorrhage. Int J Emerg Med 2021; 14:6. [PMID: 33468042 PMCID: PMC7814635 DOI: 10.1186/s12245-021-00329-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 01/05/2021] [Indexed: 11/10/2022] Open
Abstract
Background and aim Early diagnosis and treatment of intracerebral hemorrhage (ICH) is thought to be critical for improving outcomes. We examined whether racial or ethnic disparities exist in acute care processes in the first hours after ICH. Methods We performed a retrospective review of a prospectively collected cohort of consecutive patients with spontaneous primary ICH presenting to a single urban tertiary care center. Acute care processes studied included time to computerized tomography (CT) scan, time from CT to inpatient bed request, and time from bed request to hospital admission. Clinical outcomes included mortality, Glasgow Outcome Scale, and modified Rankin Scale. Results Four hundred fifty-nine patients presented with ICH between 2006 and 2018 and met inclusion criteria (55% male; 75% non-Hispanic White [NHW]; mean age of 73). In minutes, median time to CT was 43 (interquartile range [IQR] 28, 83), time to bed request was 62 (IQR 33, 114), and time to admission was 142 (IQR 95, 232). In a multivariable analysis controlling for demographic factors, clinical factors, and disease severity, race/ethnicity had no effect on acute care processes. English language, however, was independently associated with slower times to CT (β = 30.7 min, 95% CI 9.9 to 51.4, p = 0.004) and to bed request (β = 32.8 min, 95% CI 5.5 to 60.0, p = 0.02). Race/ethnicity and English language were not independently associated with worse outcome. Conclusions We found no evidence of racial/ethnic disparities in acute care processes or outcomes in ICH. English as first language, however, was associated with slower care processes.
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Affiliation(s)
- Chun Mei Su
- Department of Emergency Medicine, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Andrew Warren
- Department of Neurology, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Cassie Kraus
- Department of Emergency Medicine, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Wendy Macias-Konstantopoulos
- Department of Emergency Medicine, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Kori S Zachrison
- Department of Emergency Medicine, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Anand Viswanathan
- Department of Neurology, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Christopher Anderson
- Department of Neurology, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - M Edip Gurol
- Department of Neurology, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Steven M Greenberg
- Department of Neurology, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA
| | - Joshua N Goldstein
- Department of Emergency Medicine, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA, 02114, USA.
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Murthy SB, Cho SM, Gupta A, Shoamanesh A, Navi BB, Avadhani R, Gruber J, Li Y, Greige T, Lioutas VA, Norton C, Zhang C, Mandava P, Iadecola C, Falcone GJ, Sheth KN, Biffi A, Rosand J, Qureshi AI, Goldstein JN, Kidwell C, Awad I, Selim M, Hanley DF, Woo D, Kamel H, Ziai WC. A Pooled Analysis of Diffusion-Weighted Imaging Lesions in Patients With Acute Intracerebral Hemorrhage. JAMA Neurol 2020; 77:1390-1397. [PMID: 32687564 PMCID: PMC7372494 DOI: 10.1001/jamaneurol.2020.2349] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 04/30/2020] [Indexed: 12/19/2022]
Abstract
Importance The etiology and significance of diffusion-weighted imaging (DWI) lesions in patients with acute intracerebral hemorrhage (ICH) remain unclear. Objective To evaluate which factors are associated with DWI lesions, whether associated factors differ by ICH location, and whether DWI lesions are associated with functional outcomes. Design, Setting, and Participants This analysis pooled individual patient data from 3 randomized clinical trials (Minimally Invasive Surgery Plus Alteplase for Intracerebral Hemorrhage Evacuation phase 3 trial, Antihypertensive Treatment of Acute Cerebral Hemorrhage trial, and Intracerebral Hemorrhage Deferoxamine phase 2 trial) and 1 multicenter prospective study (Ethnic/Racial Variations of Intracerebral Hemorrhage). Patients were enrolled from August 1, 2010, to September 30, 2018. Of the 4782 patients, 1788 who underwent magnetic resonance imaging scans of the brain were included. Data were analyzed from July 1 to December 31, 2019. Main Outcomes and Measures The primary outcome consisted of factors associated with DWI lesions. Secondary outcomes were poor functional outcome, defined as a modified Rankin score (mRS) of 4 to 6, and mortality, both assessed at 3 months. Mixed-effects logistic regression was used to evaluate the association between exposures and outcomes. Subgroup analyses stratified by hematoma location were performed. Results After exclusion of 36 patients with missing data on DWI lesions, 1752 patients were included in the analysis (1019 men [58.2%]; mean [SD] age, 60.8 [13.3] years). Diffusion-weighted imaging lesions occurred in 549 patients (31.3%). In mixed-effects regression models, factors associated with DWI lesions included younger age (odds ratio [OR] per year, 0.98; 95% CI, 0.97-0.99), black race (OR, 1.64; 95% CI, 1.17-2.30), admission systolic blood pressure (OR per 10-mm Hg increase, 1.13; 95% CI, 1.08-1.18), baseline hematoma volume (OR per 10-mL increase, 1.12; 95% CI, 1.02-1.22), cerebral microbleeds (OR, 1.85; 95% CI, 1.39-2.46), and leukoaraiosis (OR, 1.59; 95% CI, 1.67-2.17). Diffusion-weighted imaging lesions were independently associated with poor mRS (OR, 1.50; 95% CI, 1.13-2.00), but not with mortality (OR, 1.11; 95% CI, 0.72-1.71). In subgroup analyses, similar factors were associated with DWI lesions in lobar and deep ICH. Diffusion-weighted imaging lesions were associated with poor mRS in deep but not lobar ICH. Conclusions and Relevance In a large, heterogeneous cohort of prospectively identified patients with ICH, results were consistent with the hypothesis that DWI lesions represent acute sequelae of chronic cerebral small vessel disease, particularly hypertensive vasculopathy. Diffusion-weighted imaging lesions portend a worse prognosis after ICH, mainly deep hemorrhages.
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Affiliation(s)
- Santosh B. Murthy
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute, Department of Neurology, Weill Cornell Medicine, New York, New York
| | - Sung-Min Cho
- Division of Neurosciences Critical Care, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ajay Gupta
- Department of Radiology, Weill Cornell Medicine, New York, New York
| | - Ashkan Shoamanesh
- Population Health Research Institute, Department of Neurology, McMaster University, Hamilton, Ontario, Canada
| | - Babak B. Navi
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute, Department of Neurology, Weill Cornell Medicine, New York, New York
| | - Radhika Avadhani
- Brain Injury Outcomes Division, The Johns Hopkins University, Baltimore, Maryland
| | - Joshua Gruber
- Brain Injury Outcomes Division, The Johns Hopkins University, Baltimore, Maryland
| | - Yunke Li
- Brain Injury Outcomes Division, The Johns Hopkins University, Baltimore, Maryland
| | - Tatiana Greige
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - Casey Norton
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Cenai Zhang
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute, Department of Neurology, Weill Cornell Medicine, New York, New York
| | - Pitchaiah Mandava
- Stroke Outcomes Laboratory, Department of Neurology, Michael E. DeBakey VA Medical Center, Baylor College of Medicine, Houston, Texas
| | - Costantino Iadecola
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute, Department of Neurology, Weill Cornell Medicine, New York, New York
| | - Guido J. Falcone
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, Connecticut
| | - Kevin N. Sheth
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, Connecticut
| | - Alessandro Biffi
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston
- Hemorrhagic Stroke Research Program, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston
| | - Jonathan Rosand
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston
- Hemorrhagic Stroke Research Program, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston
| | | | | | | | - Issam Awad
- Department of Neurological Surgery, University of Chicago School of Medicine, Chicago, Illinois
| | - Magdy Selim
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Daniel F. Hanley
- Brain Injury Outcomes Division, The Johns Hopkins University, Baltimore, Maryland
| | - Daniel Woo
- Department of Neurology, University of Cincinnati, Cincinnati, Ohio
| | - Hooman Kamel
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute, Department of Neurology, Weill Cornell Medicine, New York, New York
| | - Wendy C. Ziai
- Division of Neurosciences Critical Care, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Li Q, Zanon Zotin MC, Warren AD, Ma Y, Gurol E, Goldstein JN, Greenberg SM, Charidimou A, Raposo N, Viswanathan A. CT-Visible Convexity Subarachnoid Hemorrhage is Associated With Cortical Superficial Siderosis and Predicts Recurrent ICH. Neurology 2020; 96:e986-e994. [PMID: 33087495 DOI: 10.1212/wnl.0000000000011052] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Accepted: 08/28/2020] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE To investigate whether acute convexity subarachnoid hemorrhage (cSAH) detected on CT in lobar intracerebral hemorrhage (ICH) related to cerebral amyloid angiopathy (CAA) is associated with recurrent ICH. METHODS We analyzed data from a prospective cohort of consecutive acute lobar ICH survivors fulfilling the Boston criteria for possible or probable CAA who had both brain CT and MRI at index ICH. Presence of cSAH was assessed on CT blinded to MRI data. Cortical superficial siderosis (cSS), cerebral microbleeds, and white matter hyperintensities were evaluated on MRI. Cox proportional hazard models were used to assess the association between cSAH and the risk of recurrent symptomatic ICH during follow-up. RESULTS A total of 244 ICH survivors (76.4 ± 8.7 years; 54.5% female) were included. cSAH was observed on baseline CT in 99 patients (40.5%). Presence of cSAH was independently associated with cSS, hematoma volume, and preexisting dementia. During a median follow-up of 2.66 years, 49 patients (20.0%) had recurrent symptomatic ICH. Presence of cSAH was associated with recurrent ICH (hazard ratio 2.64; 95% confidence interval 1.46-4.79; p = 0.001), after adjusting for age, antiplatelet use, warfarin use, and history of previous ICH. CONCLUSION cSAH was detected on CT in 40.5% of patients with acute lobar ICH related to CAA and heralds an increased risk of recurrent ICH. This CT marker may be widely used to stratify the ICH risk in patients with CAA. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that cSAH accurately predicts recurrent stroke in patients with CAA.
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Affiliation(s)
- Qi Li
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France.
| | - Maria Clara Zanon Zotin
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Andrew D Warren
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Yuan Ma
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Edip Gurol
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Joshua N Goldstein
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Steven M Greenberg
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Andreas Charidimou
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Nicolas Raposo
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
| | - Anand Viswanathan
- From the Department of Neurology (Q.L., M.C.Z.Z., A.D.W., E.G., S.M.G., A.C., A.V.) and Division of Neurocritical Care and Emergency Neurology (J.N.G.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (Q.L.), The First Affiliated Hospital of Chongqing Medical University, China; Department of Epidemiology (Y.M.), Harvard T.H. Chan School of Public Health, Boston, MA; and Department of Neurology (N.R.), Hôpital Pierre-Paul Riquet, Centre Hospitalier Universitaire de Toulouse, France
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Li Q, Yang WS, Shen YQ, Xie XF, Li R, Deng L, Yang TT, Lv FJ, Lv FR, Wu GF, Tang ZP, Goldstein JN, Xie P. Benign Intracerebral Hemorrhage: A Population at Low Risk for Hematoma Growth and Poor Outcome. J Am Heart Assoc 2020; 8:e011892. [PMID: 30971169 PMCID: PMC6507215 DOI: 10.1161/jaha.118.011892] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Background To define benign intracerebral hemorrhage (ICH) and to investigate the association between benign ICH, hematoma expansion, and functional outcome. Methods and Results We analyzed a prospectively collected cohort of patients with ICH, who presented within 6 hours of symptom onset between July 2011 and February 2017 to a tertiary teaching hospital. Follow‐up computed tomographic scanning was performed within 36 hours after initial computed tomographic scanning. Benign ICH was operationally defined as homogeneous and regularly shaped small ICH. The presence of benign ICH was judged by 2 independent reviewers (Q.L., W.Y.) on the basis of the admission computed tomographic scan. Functional independence was defined as a modified Rankin Scale score of 0 to 2 at 3 months. The associations between benign ICH, hematoma expansion, and functional outcome were assessed by using multivariable logistic regression analyses. A total of 288 patients with ICH were included. Benign ICH was found in 48 patients (16.7%). None of the patients with benign ICH had early hematoma expansion. The sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of benign ICH for predicting functional independence at 3 months were 30.7%, 96.6%, 90.0%, 60.0%, and 0.637, respectively. Conclusions Patients with benign ICH are at low risk of hematoma expansion and poor outcome. These patients may be safe for less intensive monitoring and are unlikely to benefit from therapies aimed at preventing ICH expansion.
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Affiliation(s)
- Qi Li
- 1 Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Wen-Song Yang
- 1 Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Yi-Qing Shen
- 2 Department of Radiology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Xiong-Fei Xie
- 2 Department of Radiology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Rui Li
- 1 Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Lan Deng
- 1 Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Ting-Ting Yang
- 1 Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Fa-Jin Lv
- 2 Department of Radiology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Fu-Rong Lv
- 2 Department of Radiology The First Affiliated Hospital of Chongqing Medical University Chongqing China
| | - Guo-Feng Wu
- 3 Emergency Department The Affiliated Hospital of Guizhou Medical University Guiyang China
| | - Zhou-Ping Tang
- 4 Department of Neurology Tongji Hospital Tongji Medical College Huazhong University of Science and Technology Wuhan China
| | - Joshua N Goldstein
- 5 Division of Neurocritical Care and Emergency Neurology Massachusetts General Hospital Harvard Medical School Boston MA
| | - Peng Xie
- 1 Department of Neurology The First Affiliated Hospital of Chongqing Medical University Chongqing China
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Jaffe TA, Goldstein JN, Yun BJ, Etherton M, Leslie-Mazwi T, Schwamm LH, Zachrison KS. Impact of Emergency Department Crowding on Delays in Acute Stroke Care. West J Emerg Med 2020; 21:892-899. [PMID: 32726261 PMCID: PMC7390586 DOI: 10.5811/westjem.2020.5.45873] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 05/05/2020] [Indexed: 11/11/2022] Open
Abstract
Introduction Delays in identification and treatment of acute stroke contribute to significant morbidity and mortality. Multiple clinical factors have been associated with delays in acute stroke care. We aimed to determine the relationship between emergency department (ED) crowding and the delivery of timely emergency stroke care. Methods We used prospectively collected data from our institutional Get with the Guidelines-Stroke registry to identify consecutive acute ischemic stroke patients presenting to our urban academic ED from July 2016–August 2018. We used capacity logs to determine the degree of ED crowding at the time of patients’ presentation and classified them as ordinal variables (normal, high, and severe capacity constraints). Outcomes of interest were door-to-imaging time (DIT) among patients potentially eligible for alteplase or endovascular therapy on presentation, door-to-needle time (DTN) for alteplase delivery, and door-to-groin puncture (DTP) times for endovascular therapy. Bivariate comparisons were made using t-tests, chi-square, and Wilcoxon rank-sum tests as appropriate. We used regression models to examine the relationship after accounting for patient demographics, transfer status, arrival mode, and initial stroke severity by the National Institutes of Health Stroke Scale. Results Of the 1379 patients with ischemic stroke presenting during the study period, 1081 (78%) presented at times of normal capacity, 203 (15%) during high ED crowding, and 94 (7%) during severe crowding. Median DIT was 26 minutes (interquartile range [IQR] 17–52); DTN time was 43 minutes (IQR 31–59); and median DTP was 58.5 minutes (IQR 56.5–100). Treatment times were not significantly different during periods of higher ED utilization in bivariate or in multivariable testing. Conclusion In our single institution analysis, we found no significant delays in stroke care delivery associated with increased ED crowding. This finding suggests that robust processes of care may enable continued high-quality acute care delivery, even during times with an increased capacity burden.
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Affiliation(s)
- Todd A Jaffe
- Harvard Affiliated Emergency Medicine Residency at Massachusetts General Hospital and Brigham and Women's Hospital, Department of Emergency Medicine, Boston, Massachusetts
| | - Joshua N Goldstein
- Massachusetts General Hospital, Department of Emergency Medicine, Boston, Massachusetts
| | - Brian J Yun
- Massachusetts General Hospital, Department of Emergency Medicine, Boston, Massachusetts
| | - Mark Etherton
- Massachusetts General Hospital, Department of Neurology, Boston, Massachusetts
| | | | - Lee H Schwamm
- Massachusetts General Hospital, Department of Neurology, Boston, Massachusetts
| | - Kori S Zachrison
- Massachusetts General Hospital, Department of Emergency Medicine, Boston, Massachusetts
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