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Morel S, Hostettler IC, Spinner GR, Bourcier R, Pera J, Meling TR, Alg VS, Houlden H, Bakker MK, van’t Hof F, Rinkel GJE, Foroud T, Lai D, Moomaw CJ, Worrall BB, Caroff J, Constant-dits-Beaufils P, Karakachoff M, Rimbert A, Rouchaud A, Gaal-Paavola EI, Kaukovalta H, Kivisaari R, Laakso A, Jahromi BR, Tulamo R, Friedrich CM, Dauvillier J, Hirsch S, Isidor N, Kulcsàr Z, Lövblad KO, Martin O, Machi P, Mendes Pereira V, Rüfenacht D, Schaller K, Schilling S, Slowik A, Jaaskelainen JE, von und zu Fraunberg M, Jiménez-Conde J, Cuadrado-Godia E, Soriano-Tárraga C, Millwood IY, Walters RG, Kim H, Redon R, Ko NU, Rouleau GA, Lindgren A, Niemelä M, Desal H, Woo D, Broderick JP, Werring DJ, Ruigrok YM, Bijlenga P. Intracranial Aneurysm Classifier Using Phenotypic Factors: An International Pooled Analysis. J Pers Med 2022; 12:jpm12091410. [PMID: 36143196 PMCID: PMC9501769 DOI: 10.3390/jpm12091410] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 04/26/2022] [Revised: 08/02/2022] [Accepted: 08/26/2022] [Indexed: 11/16/2022] Open
Abstract
Intracranial aneurysms (IAs) are usually asymptomatic with a low risk of rupture, but consequences of aneurysmal subarachnoid hemorrhage (aSAH) are severe. Identifying IAs at risk of rupture has important clinical and socio-economic consequences. The goal of this study was to assess the effect of patient and IA characteristics on the likelihood of IA being diagnosed incidentally versus ruptured. Patients were recruited at 21 international centers. Seven phenotypic patient characteristics and three IA characteristics were recorded. The analyzed cohort included 7992 patients. Multivariate analysis demonstrated that: (1) IA location is the strongest factor associated with IA rupture status at diagnosis; (2) Risk factor awareness (hypertension, smoking) increases the likelihood of being diagnosed with unruptured IA; (3) Patients with ruptured IAs in high-risk locations tend to be older, and their IAs are smaller; (4) Smokers with ruptured IAs tend to be younger, and their IAs are larger; (5) Female patients with ruptured IAs tend to be older, and their IAs are smaller; (6) IA size and age at rupture correlate. The assessment of associations regarding patient and IA characteristics with IA rupture allows us to refine IA disease models and provide data to develop risk instruments for clinicians to support personalized decision-making.
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Affiliation(s)
- Sandrine Morel
- Neurosurgery Division, Department of Clinical Neurosciences, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
- Department of Pathology and Immunology, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
| | - Isabel C. Hostettler
- Stroke Research Centre, University College London Queen Square Institute of Neurology, London WC1N 3BG, UK
- Department of Neurosurgery, Canton Hospital St. Gallen, 9000 St. Gallen, Switzerland
| | - Georg R. Spinner
- ZHAW School of Life Sciences and Facility Management, 8820 Wädenswil, Switzerland
| | - Romain Bourcier
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre National de la Recherche Scientifique (CNRS), University Hospital Centre Nantes, University of Nantes, L’institut Du Thorax, 44007 Nantes, France
- Department of Neuroradiology, University Hospital of Nantes, 44000 Nantes, France
| | - Joanna Pera
- Department of Neurology, Faculty of Medicine, Jagiellonian University Medical College, ul. Botaniczna 3, 31-503 Krakow, Poland
| | - Torstein R. Meling
- Neurosurgery Division, Department of Clinical Neurosciences, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Varinder S. Alg
- Stroke Research Centre, University College London Queen Square Institute of Neurology, London WC1N 3BG, UK
| | - Henry Houlden
- Neurogenetics Laboratory, The National Hospital of Neurology and Neurosurgery, London WC1N 3BG, UK
| | - Mark K. Bakker
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, 3584 CS Utrecht, The Netherlands
| | - Femke van’t Hof
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, 3584 CS Utrecht, The Netherlands
| | - Gabriel J. E. Rinkel
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, 3584 CS Utrecht, The Netherlands
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Dongbing Lai
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Bradford B. Worrall
- Departments of Neurology and Public Health Sciences, University of Virginia School of Medicine, Charlottesville, VA 22903, USA
| | - Jildaz Caroff
- Department of Interventional Neuroradiology—NEURI Brain Vascular Center, Bicêtre Hospital, APHP, 94270 Le Kremlin Bicêtre, France
| | - Pacôme Constant-dits-Beaufils
- Institut national de la santé et de la recherche médicale (INSERM), CIC 1413, Clinique des Données, University Hospital Centre Nantes, 44000 Nantes, France
| | - Matilde Karakachoff
- Institut national de la santé et de la recherche médicale (INSERM), CIC 1413, Clinique des Données, University Hospital Centre Nantes, 44000 Nantes, France
| | - Antoine Rimbert
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre National de la Recherche Scientifique (CNRS), University Hospital Centre Nantes, University of Nantes, L’institut Du Thorax, 44007 Nantes, France
| | - Aymeric Rouchaud
- Department of Neuroradiology, Dupuytren University Hospital, 87000 Limoges, France
| | - Emilia I. Gaal-Paavola
- Department of Neurosurgery, Helsinki University Hospital, University of Helsinki, 00260 Helsinki, Finland
- Clinical Neurosciences, University of Helsinki, Topeliuksenkatu 5, 00260 Helsinki, Finland
| | - Hanna Kaukovalta
- Department of Neurosurgery, Helsinki University Hospital, University of Helsinki, 00260 Helsinki, Finland
| | - Riku Kivisaari
- Department of Neurosurgery, Helsinki University Hospital, University of Helsinki, 00260 Helsinki, Finland
| | - Aki Laakso
- Department of Neurosurgery, Helsinki University Hospital, University of Helsinki, 00260 Helsinki, Finland
- Neurosurgery Research Group, Biomedicum, 00290 Helsinki, Finland
| | - Behnam Rezai Jahromi
- Department of Neurosurgery, Helsinki University Hospital, University of Helsinki, 00260 Helsinki, Finland
- Neurosurgery Research Group, Biomedicum, 00290 Helsinki, Finland
| | - Riikka Tulamo
- Neurosurgery Research Group, Biomedicum, 00290 Helsinki, Finland
- Department of Vascular Surgery, Helsinki University Hospital, University of Helsinki, 00290 Helsinki, Finland
| | - Christoph M. Friedrich
- Department of Computer Science, University of Applied Science and Arts, 44139 Dortmund, Germany
- Institute for Medical Informatics, Biometry and Epidemiology (IMIBE), University Hospital Essen, 45147 Essen, Germany
| | | | - Sven Hirsch
- ZHAW School of Life Sciences and Facility Management, 8820 Wädenswil, Switzerland
| | - Nathalie Isidor
- Neurosurgery Division, Department of Clinical Neurosciences, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Zolt Kulcsàr
- Diagnostic and Interventional, Department of Diagnostics, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Karl O. Lövblad
- Diagnostic and Interventional, Department of Diagnostics, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Olivier Martin
- SIB Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Paolo Machi
- Diagnostic and Interventional, Department of Diagnostics, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Vitor Mendes Pereira
- Division of Neurosurgery, Department of Surgery, St Michael’s Hospital, University of Toronto, Toronto, ON M5B 1W8, Canada
| | | | - Karl Schaller
- Neurosurgery Division, Department of Clinical Neurosciences, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Sabine Schilling
- ZHAW School of Life Sciences and Facility Management, 8820 Wädenswil, Switzerland
- Lucerne School of Business, Lucerne University of Applied Sciences, 6002 Lucerne, Switzerland
| | - Agnieszka Slowik
- Department of Neurology, Faculty of Medicine, Jagiellonian University Medical College, ul. Botaniczna 3, 31-503 Krakow, Poland
| | - Juha E. Jaaskelainen
- Neurosurgery NeuroCenter Kuopio, University Hospital Kuopio, 70210 Kuopio, Finland
- Institute of Clinical Medicine, Faculty of Health Sciences, University of Eastern Finland, 70210 Kuopio, Finland
| | - Mikael von und zu Fraunberg
- Neurosurgery NeuroCenter Kuopio, University Hospital Kuopio, 70210 Kuopio, Finland
- Institute of Clinical Medicine, Faculty of Health Sciences, University of Eastern Finland, 70210 Kuopio, Finland
| | - Jordi Jiménez-Conde
- Institut Hospital del Mar d’Investigacions Biomèdiques (IMIM) and Hospital del Mar, 08003 Barcelona, Spain
| | - Elisa Cuadrado-Godia
- Institut Hospital del Mar d’Investigacions Biomèdiques (IMIM) and Hospital del Mar, 08003 Barcelona, Spain
| | - Carolina Soriano-Tárraga
- Institut Hospital del Mar d’Investigacions Biomèdiques (IMIM) and Hospital del Mar, 08003 Barcelona, Spain
| | - Iona Y. Millwood
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX1 2JD, UK
- MRC Population Health Research Unit, University of Oxford, Oxford OX1 2JD, UK
| | - Robin G. Walters
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX1 2JD, UK
- MRC Population Health Research Unit, University of Oxford, Oxford OX1 2JD, UK
| | | | | | | | | | - Helen Kim
- Department of Anesthesia and Perioperative Care, Center for Cerebrovascular Research, University of California, San Francisco, CA 94143, USA
- Department of Epidemiology and Biostatistics, Institute for Human Genetics, University of California, San Francisco, CA 94143, USA
| | - Richard Redon
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre National de la Recherche Scientifique (CNRS), University Hospital Centre Nantes, University of Nantes, L’institut Du Thorax, 44007 Nantes, France
| | - Nerissa U. Ko
- Department of Neurology, University of California, San Francisco, CA 94143, USA
| | - Guy A. Rouleau
- Montreal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 0G4, Canada
| | - Antti Lindgren
- Neurosurgery NeuroCenter Kuopio, University Hospital Kuopio, 70210 Kuopio, Finland
- Institute of Clinical Medicine, Faculty of Health Sciences, University of Eastern Finland, 70210 Kuopio, Finland
- Department of Clinical Radiology, Kuopio University Hospital, 70210 Kuopio, Finland
| | - Mika Niemelä
- Department of Neurosurgery, Helsinki University Hospital, University of Helsinki, 00260 Helsinki, Finland
- Neurosurgery Research Group, Biomedicum, 00290 Helsinki, Finland
| | - Hubert Desal
- Department of Neuroradiology, University Hospital of Nantes, 44000 Nantes, France
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Joseph P. Broderick
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - David J. Werring
- Stroke Research Centre, University College London Queen Square Institute of Neurology, London WC1N 3BG, UK
| | - Ynte M. Ruigrok
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, 3584 CS Utrecht, The Netherlands
| | - Philippe Bijlenga
- Neurosurgery Division, Department of Clinical Neurosciences, Faculty of Medicine, Geneva University Hospitals, 1205 Geneva, Switzerland
- Correspondence: ; Tel.: +41-79-204-4043
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Woo D, Comeau ME, Venema SU, Anderson CD, Flaherty M, Testai F, Kittner S, Frankel M, James ML, Sung G, Elkind M, Worrall B, Kidwell C, Gonzales N, Koch S, Hall C, Birnbaum L, Mayson D, Coull B, Malkoff M, Sheth KN, McCauley JL, Osborne J, Morgan M, Gilkerson L, Behymer T, Coleman ER, Rosand J, Sekar P, Moomaw CJ, Langefeld CD. Risk Factors Associated With Mortality and Neurologic Disability After Intracerebral Hemorrhage in a Racially and Ethnically Diverse Cohort. JAMA Netw Open 2022; 5:e221103. [PMID: 35289861 PMCID: PMC8924717 DOI: 10.1001/jamanetworkopen.2022.1103] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 12/12/2021] [Indexed: 12/17/2022] Open
Abstract
Introduction Intracerebral hemorrhage (ICH) is the most severe subtype of stroke. Its mortality rate is high, and most survivors experience significant disability. Objective To assess primary patient risk factors associated with mortality and neurologic disability 3 months after ICH in a large, racially and ethnically balanced cohort. Design, Setting, and Participants This cohort study included participants from the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study, which prospectively recruited 1000 non-Hispanic White, 1000 non-Hispanic Black, and 1000 Hispanic patients with spontaneous ICH to study the epidemiological characteristics and genomics associated with ICH. Participants included those with uniform data collection and phenotype definitions, centralized neuroimaging review, and telephone follow-up at 3 months. Analyses were completed in November 2021. Exposures Patient demographic and clinical characteristics as well as hospital event and imaging variables were examined, with characteristics meeting P < .20 considered candidates for a multivariate model. Elements included in the ICH score were specifically analyzed. Main Outcomes and Measures Individual characteristics were screened for association with 3-month outcome of neurologic disability or mortality, as assessed by a modified Rankin Scale (mRS) score of 4 or greater vs 3 or less under a logistic regression model. A total of 25 characteristics were tested in the final model, which minimized the Akaike information criterion. Analyses were repeated removing individuals who had withdrawal of care. Results A total of 2568 patients (mean [SD] age, 62.4 [14.7] years; 1069 [41.6%] women and 1499 [58.4%] men) had a 3-month outcome determination available, including death. The final logistic model had a significantly higher area under the receiver operating characteristics curve (C = 0.88) compared with ICH score alone (C = 0.76; P < .001). Among characteristics associated with neurologic disability and mortality were larger log ICH volume (OR, 2.74; 95% CI, 2.36-3.19; P < .001), older age (OR per 1-year increase, 1.04; 95% CI, 1.02-1.05; P < .001), pre-ICH mRS score (OR, 1.62; 95% CI, 1.41-1.87; P < .001), lobar location (OR, 0.22; 95% CI, 0.16-0.30; P < .001), and presence of infection (OR, 1.85; 95% CI, 1.42-2.41; P < .001). Conclusions and Relevance The findings of this cohort study validate ICH score elements and suggest additional baseline and interim patient characteristics were associated with variation in 3-month outcome.
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Affiliation(s)
- Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Mary E. Comeau
- Department of Biostatistics and Data Science, Center for Precision Medicine, Wake Forest University, Winston-Salem, North Carolina
| | | | | | - Matthew Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Fernando Testai
- Department of Neurology and Rehabilitation Medicine, University of Illinois College of Medicine, Chicago
| | - Steven Kittner
- Department of Neurology, Baltimore Veterans Administration Medical Center, University of Maryland School of Medicine, Baltimore
| | - Michael Frankel
- Department of Neurology, Emory University, Grady Memorial Hospital, Atlanta, Georgia
| | - Michael L. James
- Departments of Anesthesiology and Neurology, Duke University, Durham, North Carolina
| | - Gene Sung
- Neurocritical Care and Stroke Division, University of Southern California, Los Angeles
| | - Mitchell Elkind
- Department of Neurology, Columbia University, New York, New York
| | - Bradford Worrall
- Department of Neurology, University of Virginia, Charlottesville
| | | | | | - Sebastian Koch
- Department of Neurology, University of Miami, Miller School of Medicine, Miami, Florida
| | - Christiana Hall
- Department of Neurology and Neurotherapeutics, UT–Southwestern, Dallas, Texas
| | - Lee Birnbaum
- Department of Neurology, University of Texas at San Antonio, San Antonio
| | - Douglas Mayson
- Department of Neurology, Medstar Georgetown University Hospital, Washington, District of Columbia
| | - Bruce Coull
- Department of Neurology, University of Arizona, Tucson
| | - Marc Malkoff
- Department of Neurology and Neurosurgery, University of Tennessee Health Sciences, Memphis
| | - Kevin N. Sheth
- Department of Neurology, Yale University, New Haven, Connecticut
| | - Jacob L. McCauley
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, Florida
| | - Jennifer Osborne
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Misty Morgan
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Lee Gilkerson
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Tyler Behymer
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Elisheva R. Coleman
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Jonathan Rosand
- Center for Genomic Medicine, Massachusetts General Hospital, Boston
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Carl D. Langefeld
- Department of Biostatistics and Data Science, Center for Precision Medicine, Wake Forest University, Winston-Salem, North Carolina
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Savalia K, Sekar P, Moomaw CJ, Koch S, Sheth KN, Woo D, Mayson D. Effect of Primary Prophylactic Antiseizure Medication for Seizure Prevention Following Intracerebral Hemorrhage in the ERICH Study. J Stroke Cerebrovasc Dis 2021; 31:106143. [PMID: 34715523 PMCID: PMC10370357 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106143] [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: 04/21/2021] [Revised: 09/11/2021] [Accepted: 09/26/2021] [Indexed: 10/20/2022] Open
Abstract
OBJECTIVES Intracerebral hemorrhage (ICH) has the highest morbidity and mortality rate of any stroke subtype and clinicians often administer prophylactic antiseizure medications (ASMs) as a means of preventing post-stroke seizures, particularly following lobar ICH. However, evidence for ASM efficacy in preventing seizures and reducing disability is lacking given limited randomized trials. Herein, we report analysis from a large prospective observational study that evaluates the effect of primary prophylactic ASM administration on seizure occurrence and disability following ICH. MATERIALS AND METHODS Primary analysis was performed on 1630 patients with ICH enrolled in the ERICH study. A propensity score for administration of prophylactic ASM was developed and patients were matched by the closest propensity score (difference < 0.1). McNemar's test was used to compare occurrence of in-hospital seizure and disability, defined by modified Rankin Score (mRS) ≥ 3 at 3 months post ICH. RESULTS Of the 815 matched pairs of patients treated with primary prophylactic ASM, there was no significant difference in seizure occurrence (p = 0.4631) or disability (p = 0.4653). Subset analysis of 280 matched pairs of patients with primary lobar ICH similarly revealed no significant difference in seizure occurrence (p = 0.1011) or disability (p = 1.00) between prophylactically treated and untreated patients. CONCLUSIONS Although current guidelines do not recommend primary prophylactic ASM following ICH, clinical use remains widespread. Data from the ERICH study did not find an association between administering primary prophylactic ASM and preventing seizures or reducing disability following ICH, thus providing evidence to influence clinical practice and patient care.
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Affiliation(s)
- Krupa Savalia
- Department of Neurology, MedStar Georgetown University Hospital, Washington, DC, USA; Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Sebastian Koch
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Kevin N Sheth
- Department of Neurology, Yale University, New Haven, CT, USA
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Douglas Mayson
- Department of Neurology, MedStar Georgetown University Hospital, Washington, DC, USA
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4
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Kittner SJ, Sekar P, Comeau ME, Anderson CD, Parikh GY, Tavarez T, Flaherty ML, Testai FD, Frankel MR, James ML, Sung G, Elkind MSV, Worrall BB, Kidwell CS, Gonzales NR, Koch S, Hall CE, Birnbaum L, Mayson D, Coull B, Malkoff MD, Sheth KN, McCauley JL, Osborne J, Morgan M, Gilkerson LA, Behymer TP, Demel SL, Moomaw CJ, Rosand J, Langefeld CD, Woo D. Ethnic and Racial Variation in Intracerebral Hemorrhage Risk Factors and Risk Factor Burden. JAMA Netw Open 2021; 4:e2121921. [PMID: 34424302 PMCID: PMC8383133 DOI: 10.1001/jamanetworkopen.2021.21921] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Accepted: 06/15/2021] [Indexed: 12/19/2022] Open
Abstract
Importance Black and Hispanic individuals have an increased risk of intracerebral hemorrhage (ICH) compared with their White counterparts, but no large studies of ICH have been conducted in these disproportionately affected populations. Objective To examine the prevalence, odds, and population attributable risk (PAR) percentage for established and novel risk factors for ICH, stratified by ICH location and racial/ethnic group. Design, Setting, and Participants The Ethnic/Racial Variations of Intracerebral Hemorrhage Study was a case-control study of ICH among 3000 Black, Hispanic, and White individuals who experienced spontaneous ICH (1000 cases in each group). Recruitment was conducted between September 2009 and July 2016 at 19 US sites comprising 42 hospitals. Control participants were identified through random digit dialing and were matched to case participants by age (±5 years), sex, race/ethnicity, and geographic area. Data analyses were conducted from January 2019 to May 2020. Main Outcomes and Measures Case and control participants underwent a standardized interview, physical measurement for body mass index, and genotyping for the ɛ2 and ɛ4 alleles of APOE, the gene encoding apolipoprotein E. Prevalence, multivariable adjusted odds ratio (OR), and PAR percentage were calculated for each risk factor in the entire ICH population and stratified by racial/ethnic group and by lobar or nonlobar location. Results There were 1000 Black patients (median [interquartile range (IQR)] age, 57 [50-65] years, 425 [42.5%] women), 1000 Hispanic patients (median [IQR] age, 58 [49-69] years; 373 [37.3%] women), and 1000 White patients (median [IQR] age, 71 [59-80] years; 437 [43.7%] women). The mean (SD) age of patients with ICH was significantly lower among Black and Hispanic patients compared with White patients (eg, lobar ICH: Black, 62.2 [15.2] years; Hispanic, 62.5 [15.7] years; White, 71.0 [13.3] years). More than half of all ICH in Black and Hispanic patients was associated with treated or untreated hypertension (PAR for treated hypertension, Black patients: 53.6%; 95% CI, 46.4%-59.8%; Hispanic patients: 46.5%; 95% CI, 40.6%-51.8%; untreated hypertension, Black patients: 45.5%; 95% CI, 39.%-51.1%; Hispanic patients: 42.7%; 95% CI, 37.6%-47.3%). Lack of health insurance also had a disproportionate association with the PAR percentage for ICH in Black and Hispanic patients (Black patients: 21.7%; 95% CI, 17.5%-25.7%; Hispanic patients: 30.2%; 95% CI, 26.1%-34.1%; White patients: 5.8%; 95% CI, 3.3%-8.2%). A high sleep apnea risk score was associated with both lobar (OR, 1.68; 95% CI, 1.36-2.06) and nonlobar (OR, 1.62; 95% CI, 1.37-1.91) ICH, and high cholesterol was inversely associated only with nonlobar ICH (OR, 0.60; 95% CI, 0.52-0.70); both had no interactions with race and ethnicity. In contrast to the association between the ɛ2 and ɛ4 alleles of APOE and ICH in White individuals (eg, presence of APOE ɛ2 allele: OR, 1.84; 95% CI, 1.34-2.52), APOE alleles were not associated with lobar ICH among Black or Hispanic individuals. Conclusions and Relevance This study found sleep apnea as a novel risk factor for ICH. The results suggest a strong contribution from inadequately treated hypertension and lack of health insurance to the disproportionate burden and earlier onset of ICH in Black and Hispanic populations. These findings emphasize the importance of addressing modifiable risk factors and the social determinants of health to reduce health disparities.
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Affiliation(s)
- Steven J. Kittner
- Geriatric Research and Education Clinical Center, Department of Neurology, Baltimore Veterans Administration Medical Center, University of Maryland School of Medicine, Baltimore
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Mary E. Comeau
- Department of Biostatistics and Data Science, Wake Forest University, Winston-Salem, North Carolina
| | - Christopher D. Anderson
- Henry and Allison McCance Center for Brain Health and Center for Genomic Medicine, Massachusetts General Hospital, Boston
| | - Gunjan Y. Parikh
- Department of Neurology, University of Maryland School of Medicine, Baltimore
| | - Tachira Tavarez
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois
| | - Matthew L. Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Fernando D. Testai
- Department of Neurology and Rehabilitation Medicine, University of Illinois College of Medicine, Chicago, Illinois
| | - Michael R. Frankel
- Department of Neurology, Emory University, Grady Memorial Hospital, Atlanta, Georgia
| | - Michael L. James
- Departments of Anesthesiology and Neurology, Duke University, Durham, North Carolina
| | - Gene Sung
- Neurocritical Care and Stroke Division, University of Southern California, Los Angeles
| | - Mitchell S. V. Elkind
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Bradford B. Worrall
- Departments of Neurology and Public Health Sciences, University of Virginia, Charlottesville
| | | | - Nicole R. Gonzales
- Department of Neurology, McGovern Medical School at UTHealth, Houston, Texas
| | - Sebastian Koch
- Department of Neurology, University of Miami Miller School of Medicine, Miami, Florida
| | - Christiana E. Hall
- Department of Neurology and Neurotherapeutics, University of Texas–Southwestern, Dallas
| | - Lee Birnbaum
- Department of Neurology, University of Texas–San Antonio
| | - Douglas Mayson
- Department of Neurology, Medstar Georgetown University Hospital, Washington, DC
| | - Bruce Coull
- Department of Neurology, University of Arizona–Tucson
| | - Marc D. Malkoff
- Department of Neurology and Neurosurgery, University of Tennessee Health Sciences, Memphis
| | - Kevin N. Sheth
- Department of Neurology, Yale University, New Haven, Connecticut
| | - Jacob L. McCauley
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, Florida
| | - Jennifer Osborne
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Misty Morgan
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Lee A. Gilkerson
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Tyler P. Behymer
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Stacie L. Demel
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Jonathan Rosand
- Henry and Allison McCance Center for Brain Health and Center for Genomic Medicine, Massachusetts General Hospital, Boston
| | - Carl D. Langefeld
- Department of Biostatistics and Data Science, Wake Forest University, Winston-Salem, North Carolina
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
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Robinson D, Van Sanford C, Kwon SY, Coleman E, Sekar P, Murphy R, Flaherty ML, Demel SL, Aziz Y, Moomaw CJ, Haverbusch M, Khoury J, Adeoye O, Walsh KB, Broderick JP, Woo D. What is the median volume of intracerebral hemorrhage and is it changing? Int J Stroke 2021; 17:576-582. [PMID: 34190652 DOI: 10.1177/17474930211032594] [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: 11/17/2022]
Abstract
OBJECTIVES Population-level estimates of the median intracerebral hemorrhage (ICH) volume would allow for the evaluation of clinical trial external validity and determination of temporal trends. We previously reported the median ICH volume in 1988. However, differences in risk factor management, neuroimaging, and demographics may have affected ICH volumes. The goal of this study is to determine the median volume of ICH within a population-based cross-sectional study, including whether it has changed over time. METHODS The Genetic and Environmental Risk Factors for Hemorrhagic Stroke study was a population-based study of ICH among residents of the Greater Cincinnati/Northern Kentucky region from 2008 through 2012. This study utilizes those data and compares with ICH cases from the same region in 1988. Initial computed tomography images of the head were reviewed, and ICH volumes were calculated using consistent methodology. RESULTS From 2008 through 2012, we identified 1117 cases of ICH. The median volume of ICH was 14.0 mL and was lower in black (11.6) than in white (15.5) patients. Median volumes of lobar and deep ICH were 28.8 mL and 9.8 mL, respectively. Median ICH volume changed significantly from 1988 to 2008-2012, with age-and-race-adjusted volume decreasing from 18.3 mL to 13.76 mL (p = 0.025). CONCLUSIONS Median volume of ICH was 13.76 mL, and this should be considered in clinical trial design. Median ICH volume has apparently decreased from 1988 to 2008-2012.
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Affiliation(s)
- David Robinson
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Carson Van Sanford
- Department of Neurology, Providence Regional Medical Center, Everett, WA, USA
| | - Soo Young Kwon
- Department of Neurology, University of Alabama, Birmingham, Birmingham, AL, USA
| | - Elisheva Coleman
- Department of Neurology, University of Chicago, Chicago, IL, USA
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Ryan Murphy
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Matthew L Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Stacie L Demel
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Yasmin Aziz
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Mary Haverbusch
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jane Khoury
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital, Cincinnati, OH, USA
| | - Opeolu Adeoye
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Kyle B Walsh
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Joseph P Broderick
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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Sucharew H, Kleindorfer D, Khoury JC, Alwell K, Haverbusch M, Stanton R, Demel S, De Los Rios La Rosa F, Ferioli S, Jasne A, Mistry E, Moomaw CJ, Mackey J, Slavin S, Star M, Walsh K, Woo D, Kissela BM. Deriving Place of Residence, Modified Rankin Scale, and EuroQol-5D Scores from the Medical Record for Stroke Survivors. Cerebrovasc Dis 2021; 50:567-573. [PMID: 34107479 DOI: 10.1159/000516571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 04/16/2021] [Indexed: 11/19/2022] Open
Affiliation(s)
- Heidi Sucharew
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio, USA
| | - Dawn Kleindorfer
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jane C Khoury
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio, USA
| | - Kathleen Alwell
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Mary Haverbusch
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Robert Stanton
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Stacie Demel
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Felipe De Los Rios La Rosa
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA.,Baptist Health Neuroscience Center, Baptist Hospital of Miami, Miami, Florida, USA
| | - Simona Ferioli
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Adam Jasne
- Department of Neurology, Yale University, New Haven, Connecticut, USA
| | - Eva Mistry
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jason Mackey
- Department of Neurology, Indiana University, Indianapolis, Indiana, USA
| | - Sabreena Slavin
- Department of Neurology, University of Kansas Medical Center, Kansas, Kansas, USA
| | - Michael Star
- Department of Neurology, Soroka Medical Center, Beersheva, Israel
| | - Kyle Walsh
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Brett M Kissela
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
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Stanton R, Demel SL, Flaherty ML, Antzoulatos E, Gilkerson LA, Osborne J, Behymer TP, Moomaw CJ, Sekar P, Langefeld C, Woo D. Risk of intracerebral haemorrhage from hypertension is greatest at an early age. Eur Stroke J 2021; 6:28-35. [PMID: 33817332 DOI: 10.1177/2396987321994296] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 01/17/2021] [Indexed: 11/16/2022] Open
Abstract
Introduction The risk of intracerebral haemorrhage (ICH) associated with hypertension (HTN) is well documented. While the prevalence of HTN increases with age, the greatest odds ratio (OR) for HTN as a risk for ischemic stroke is at an early age. We sought to evaluate if the risk for ICH from HTN was higher in the youngest patients of each race. Patients and methods The Ethnic/Racial Variations of ICH (ERICH) study is a prospective multicenter case-control study of ICH among whites, blacks, and Hispanics. Participants were divided into age groups based on race-specific quartiles. Cases in each race/age group were compared to controls using logistic regression (i.e., cases and controls unmatched). The probability of ICH among cases and controls for each race were compared against independent variables of HTN, quartile of age and interaction of quartile and age also using logistic regression. Results Overall, 2033 non-lobar ICH cases and 2060 controls, and 913 lobar ICH cases with 927 controls were included. ORs were highest in the youngest age quartile for non-lobar haemorrhage for blacks and Hispanics and highest in the youngest quartile for lobar haemorrhage for all races. The formal test of interaction between age and HTN was significant in all races for all locations with the exception of lobar ICH in whites (p = 0.2935). Discussion Hypertension is a strong independent risk factor for ICH irrespective of location among persons of younger age, consistent with the hypothesis that first exposure to HTN is a particularly sensitive time for all locations of ICH.
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Affiliation(s)
- Robert Stanton
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Stacie L Demel
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Matthew L Flaherty
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Eleni Antzoulatos
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Lee A Gilkerson
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Jennifer Osborne
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Tyler P Behymer
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Charles J Moomaw
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Padmini Sekar
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
| | - Carl Langefeld
- Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, NC, USA
| | - Daniel Woo
- Department of Neurology & Rehabilitation Medicine, University of Cincinnati, OH, USA
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8
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Kamel H, Alwell K, Kissela BM, Sucharew HJ, Woo D, Flaherty M, Ferioli S, Demel SL, Moomaw CJ, Walsh K, Mackey J, De Los Rios La Rosa F, Jasne A, Slavin S, Martini S, Adeoye O, Baig T, Chen ML, Levitan EB, Soliman EZ, Kleindorfer DO. Racial Differences in Atrial Cardiopathy Phenotypes in Patients With Ischemic Stroke. Neurology 2021; 96:e1137-e1144. [PMID: 33239363 PMCID: PMC8055350 DOI: 10.1212/wnl.0000000000011197] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 10/23/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE To test the hypothesis that thrombogenic atrial cardiopathy may be relevant to stroke-related racial disparities, we compared atrial cardiopathy phenotypes between Black vs White patients with ischemic stroke. METHODS We assessed markers of atrial cardiopathy in the Greater Cincinnati/Northern Kentucky Stroke Study, a study of stroke incidence in a population of 1.3 million. We obtained ECGs and reports of echocardiograms performed during evaluation of stroke during the 2010/2015 study periods. Patients with atrial fibrillation (AF) or flutter (AFL) were excluded. Investigators blinded to patients' characteristics measured P-wave terminal force in ECG lead V1 (PTFV1), a marker of left atrial fibrosis and impaired interatrial conduction, and abstracted left atrial diameter from echocardiogram reports. Linear regression was used to examine the association between race and atrial cardiopathy markers after adjustment for demographics, body mass index, and vascular comorbidities. RESULTS Among 3,426 ischemic stroke cases in Black or White patients without AF/AFL, 2,391 had a left atrial diameter measurement (mean, 3.65 ± 0.70 cm). Black race was associated with smaller left atrial diameter in unadjusted (β coefficient, -0.11; 95% confidence interval [CI], -0.17 to -0.05) and adjusted (β, -0.15; 95% CI, -0.21 to -0.09) models. PTFV1 measurements were available in 3,209 patients (mean, 3,434 ± 2,525 μV*ms). Black race was associated with greater PTFV1 in unadjusted (β, 1.59; 95% CI, 1.21-1.97) and adjusted (β, 1.45; 95% CI, 1.00-1.80) models. CONCLUSIONS We found systematic Black-White racial differences in left atrial structure and pathophysiology in a population-based sample of patients with ischemic stroke. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that atrial cardiopathy phenotypes differ in Black people with acute stroke compared to White people.
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Affiliation(s)
- Hooman Kamel
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC.
| | - Kathleen Alwell
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Brett M Kissela
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Heidi J Sucharew
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Daniel Woo
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Matthew Flaherty
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Simona Ferioli
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Stacie L Demel
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Charles J Moomaw
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Kyle Walsh
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Jason Mackey
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Felipe De Los Rios La Rosa
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Adam Jasne
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Sabreena Slavin
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Sharyl Martini
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Opeolu Adeoye
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Tehniyat Baig
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Monica L Chen
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Emily B Levitan
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Elsayed Z Soliman
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
| | - Dawn O Kleindorfer
- From the Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology (H.K., T.B., M.L.C.), Weill Cornell Medicine, New York, NY; Departments of Neurology and Rehabilitation Medicine (K.A., B.M.K., D.W., M.F., S.F., S.L.D., C.J.M., D.O.K.) and Emergency Medicine (K.W., O.A.), University of Cincinnati; Division of Biostatistics and Epidemiology (H.J.S.), Cincinnati Children's Hospital Medical Center; Department of Pediatrics (H.J.S.), University of Cincinnati College of Medicine, OH; Department of Neurology (J.M.), Indiana University School of Medicine, Indianapolis; Baptist Health Neuroscience Center (F.D.L.R.L.R.), Miami, FL; Department of Neurology (A.J.), Yale University, New Haven, CT; Department of Neurology (S.S.), University of Kansas Medical Center, Kansas City; Michael E. DeBakey VA Medical Center (S.M.), Houston, TX; Department of Epidemiology (E.B.L.), University of Alabama at Birmingham; and Division of Cardiology and Epidemiological Cardiology Research Center, Department of Epidemiology and Prevention, and Department of Internal Medicine-Cardiology (E.Z.S.), Wake Forest School of Medicine, Winston-Salem, NC
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9
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Kircher C, Humphries A, Kleindorfer D, Alwell K, Sucharew H, Moomaw CJ, Mackey J, De Los Rios La Rosa F, Kissela B, Adeoye O. Can non-contrast head CT and stroke severity be used for stroke triage? A population-based study. Am J Emerg Med 2020; 38:2650-2652. [PMID: 33041149 DOI: 10.1016/j.ajem.2020.08.022] [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: 01/08/2020] [Revised: 07/19/2020] [Accepted: 08/07/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND AND PURPOSE Acute ischemic stroke (AIS) patients may benefit from endovascular thrombectomy (EVT) up to 24 h since last known normal (LKN). Advanced imaging is required for patient selection. Small or rural hospitals may not have sufficient CT technician and radiology support to rapidly acquire and interpret images. We estimated transfer rates using non-contrast head CT and stroke severity to select patients to be transferred to larger centers for evaluation. METHODS We identified all AIS among residents of the study region in 2010. Only cases age ≥ 18 with baseline mRS 0-2 that presented to an ED were included. Among cases that presented between 6 and 24 h from LKN, those without evidence of acute infarct on head CT and with initial NIHSS ≥6 or ≥ 10 were identified. RESULTS Of 1359 AIS cases, 448 (33.0%) presented between 6 and 24 h, of which 383 (85.5%) showed no evidence of acute infarct on CT. Of cases with no acute infarct on CT, 89/383 (23.2%) had NIHSS ≥6, of which 66 (74.2%) initially presented to a hospital without thrombectomy capabilities; and 51/383 (13.3%) had NIHSS ≥10, of which 40 (78.4%) presented to a non-thrombectomy hospital. CONCLUSIONS In our population, 40-66 AIS patients annually (0.8-1.3/week, or 3-5 patients/100,000 persons/year) may present to non-thrombectomy hospitals and need to be transferred using non-contrast CT and stroke severity as screening tools. Such an approach may sufficiently mitigate the impact of delays in treatment on outcomes, without overburdening the referring nor accepting hospitals.
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Affiliation(s)
- Charles Kircher
- University of Cincinnati (UC) Gardner Neuroscience Institute, Division of Neurocritical Care, Cincinnati OH, United States of America; UC Department of Emergency Medicine, 231 Albert Sabin Way, MSB 1654, Cincinnati, OH 45229, United States of America.
| | - Amanda Humphries
- University of New Mexico School of Medicine, Department of Emergency Medicine, Albuquerque, NM, United States of America
| | - Dawn Kleindorfer
- University of Michigan Department of Neurology, Ann Arbor, MI, United States of America
| | - Kathleen Alwell
- UC Gardner Neuroscience Institute, Department of Neurology and Rehabilitation Medicine, United States of America
| | - Heidi Sucharew
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave MLC 5041, Cincinnati, OH 45229-3039, United States of America; Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States of America
| | - Charles J Moomaw
- UC Gardner Neuroscience Institute, Department of Neurology and Rehabilitation Medicine, United States of America
| | - Jason Mackey
- Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Felipe De Los Rios La Rosa
- UC Gardner Neuroscience Institute, Department of Neurology and Rehabilitation Medicine, United States of America; Baptist Health Neuroscience Center, Miami, FL, United States of America
| | - Brett Kissela
- UC Gardner Neuroscience Institute, Department of Neurology and Rehabilitation Medicine, United States of America
| | - Opeolu Adeoye
- University of Cincinnati (UC) Gardner Neuroscience Institute, Division of Neurocritical Care, Cincinnati OH, United States of America; UC Department of Emergency Medicine, 231 Albert Sabin Way, MSB 1654, Cincinnati, OH 45229, United States of America
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10
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Biffi A, Urday S, Kubiszewski P, Gilkerson L, Sekar P, Rodriguez-Torres A, Bettin M, Charidimou A, Pasi M, Kourkoulis C, Schwab K, DiPucchio Z, Behymer T, Osborne J, Morgan M, Moomaw CJ, James ML, Greenberg SM, Viswanathan A, Gurol ME, Worrall BB, Testai FD, McCauley JL, Falcone GJ, Langefeld CD, Anderson CD, Kamel H, Woo D, Sheth KN, Rosand J. Combining Imaging and Genetics to Predict Recurrence of Anticoagulation-Associated Intracerebral Hemorrhage. Stroke 2020; 51:2153-2160. [PMID: 32517581 DOI: 10.1161/strokeaha.120.028310] [Citation(s) in RCA: 12] [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: 12/24/2022]
Abstract
BACKGROUND AND PURPOSE For survivors of oral anticoagulation therapy (OAT)-associated intracerebral hemorrhage (OAT-ICH) who are at high risk for thromboembolism, the benefits of OAT resumption must be weighed against increased risk of recurrent hemorrhagic stroke. The ε2/ε4 alleles of the apolipoprotein E (APOE) gene, MRI-defined cortical superficial siderosis, and cerebral microbleeds are the most potent risk factors for recurrent ICH. We sought to determine whether combining MRI markers and APOE genotype could have clinical impact by identifying ICH survivors in whom the risks of OAT resumption are highest. METHODS Joint analysis of data from 2 longitudinal cohort studies of OAT-ICH survivors: (1) MGH-ICH study (Massachusetts General Hospital ICH) and (2) longitudinal component of the ERICH study (Ethnic/Racial Variations of Intracerebral Hemorrhage). We evaluated whether MRI markers and APOE genotype predict ICH recurrence. We then developed and validated a combined APOE-MRI classification scheme to predict ICH recurrence, using Classification and Regression Tree analysis. RESULTS Cortical superficial siderosis, cerebral microbleed, and APOE ε2/ε4 variants were independently associated with ICH recurrence after OAT-ICH (all P<0.05). Combining APOE genotype and MRI data resulted in improved prediction of ICH recurrence (Harrell C: 0.79 versus 0.55 for clinical data alone, P=0.033). In the MGH (training) data set, CSS, cerebral microbleed, and APOE ε2/ε4 stratified likelihood of ICH recurrence into high-, medium-, and low-risk categories. In the ERICH (validation) data set, yearly ICH recurrence rates for high-, medium-, and low-risk individuals were 6.6%, 2.5%, and 0.9%, respectively, with overall area under the curve of 0.91 for prediction of recurrent ICH. CONCLUSIONS Combining MRI and APOE genotype stratifies likelihood of ICH recurrence into high, medium, and low risk. If confirmed in prospective studies, this combined APOE-MRI classification scheme may prove useful for selecting individuals for OAT resumption after ICH.
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Affiliation(s)
- Alessandro Biffi
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Center for Genomic Medicine (A.B., P.K., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston.,Henry and Allison McCance Center for Brain Health (A.B., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Sebastian Urday
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Patryk Kubiszewski
- Center for Genomic Medicine (A.B., P.K., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Lee Gilkerson
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | - Axana Rodriguez-Torres
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Margaret Bettin
- Department of Neurology, University of Virginia Health System, Charlottesville (M.B., B.B.W.)
| | - Andreas Charidimou
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Marco Pasi
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Christina Kourkoulis
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Center for Genomic Medicine (A.B., P.K., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston.,Henry and Allison McCance Center for Brain Health (A.B., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Kristin Schwab
- Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Zora DiPucchio
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Tyler Behymer
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | - Jennifer Osborne
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | - Misty Morgan
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | - Michael L James
- Department of Anesthesiology, Duke University, Durham, NC (M.L.J.)
| | - Steven M Greenberg
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Anand Viswanathan
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - M Edip Gurol
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston
| | - Bradford B Worrall
- Department of Neurology, University of Virginia Health System, Charlottesville (M.B., B.B.W.)
| | - Fernando D Testai
- Department of Neurology and Rehabilitation, University of Illinois at Chicago College of Medicine, Chicago (F.D.T.)
| | - Jacob L McCauley
- Center for Genome Technology and Biorepository Facility, University of Miami, Miller School of Medicine, FL (J.L.M.)
| | - Guido J Falcone
- Department of Neurology, Yale University School of Medicine, New Haven, CT (G.J.F.)
| | - Carl D Langefeld
- Department of Biostatistics and Data Sciences, Wake Forest University, Winston-Salem, NC (C.D.L.)
| | - Christopher D Anderson
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Center for Genomic Medicine (A.B., P.K., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston.,Henry and Allison McCance Center for Brain Health (A.B., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge (C.D.A., J.R.)
| | - Hooman Kamel
- Department of Neurology, Weill Cornell School of Medicine, New York, NY (H.K.)
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (L.G., P.S., T.B., J.O., M.M., C.J.M., D.W.)
| | | | - Jonathan Rosand
- Department of Neurology (A.B., S.U., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Center for Genomic Medicine (A.B., P.K., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Hemorrhagic Stroke Research Program (A.B., A.R.-T., A.C., M.P., C.K., K.S., Z.D., S.M.G., A.V., M.E.G., C.D.A, J.R.), Massachusetts General Hospital, Boston.,Henry and Allison McCance Center for Brain Health (A.B., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge (C.D.A., J.R.)
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11
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Gildersleeve KL, Hirzallah MI, Esquenazi Y, Moomaw CJ, Sekar P, Cai C, Tandon N, Woo D, Gonzales NR. Corrigendum to ‘Hemicraniectomy for Supratentorial Primary Intracerebral Hemorrhage: A Retrospective, Propensity Score Matched Study’ [Journal of Stroke and Cerebrovascular Diseases, Vol. 28, No. 11 (November), 2019: 104361]. J Stroke Cerebrovasc Dis 2020; 29:104654. [DOI: 10.1016/j.jstrokecerebrovasdis.2020.104654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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12
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Vagal V, Venema SU, Behymer TP, Mistry EA, Sekar P, Sawyer RP, Gilkerson L, Moomaw CJ, Haverbusch M, Coleman ER, Flaherty ML, Van Sanford C, Stanton RJ, Anderson C, Rosand J, Woo D. White Matter Lesion Severity is Associated with Intraventricular Hemorrhage in Spontaneous Intracerebral Hemorrhage. J Stroke Cerebrovasc Dis 2020; 29:104661. [PMID: 32122778 DOI: 10.1016/j.jstrokecerebrovasdis.2020.104661] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 10/01/2019] [Revised: 12/15/2019] [Accepted: 01/10/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Intraventricular hemorrhage (IVH) and white matter lesion (WML) severity are associated with higher rates of death and disability in intracerebral hemorrhage (ICH). A prior report identified an increased risk of IVH with greater WML burden but did not control for location of ICH. We sought to determine whether a higher degree of WML is associated with a higher risk of IVH after controlling for ICH location. METHODS Utilizing the patient population from 2 large ICH studies; the Genetic and Environmental Risk Factors for Hemorrhagic Stroke (GERFHS III) Study and the Ethnic/Racial Variations of Intracerebral Hemorrhage study, we graded WML using the Van Swieten Scale (0-1 for mild, 2 for moderate, and 3-4 for severe WML) and presence or absence of IVH in baseline CT scans. We used multivariable regression models to adjust for relevant covariates. RESULTS Among 3023 ICH patients, 1260 (41.7%) had presence of IVH. In patients with IVH, the proportion of severe WML (28.6%) was higher compared with patients without IVH (21.8%) (P < .0001). Multivariable analysis demonstrated that moderate-severe WML, deep ICH, and increasing ICH volume were independently associated with presence of IVH. We found an increased risk of IVH with moderate-severe WML (OR = 1.38; 95%Cl 1.03-1.86, P = .0328) in the subset of lobar hemorrhages. CONCLUSIONS Moderate to severe WML is a risk for IVH. Even in lobar ICH hemorrhages, severe WML leads to an independent increased risk for ventricular rupture.
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Affiliation(s)
- Vaibhav Vagal
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio.
| | - Simone U Venema
- Massachusetts General Hospital, Department of Neurology, Boston, Massachusetts
| | - Tyler P Behymer
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | - Eva A Mistry
- Vanderbilt University Medical Center, Department of Neurology, Nashville, Tennessee
| | - Padmini Sekar
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | - Russell P Sawyer
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | - Lee Gilkerson
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | - Charles J Moomaw
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | - Mary Haverbusch
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | | | | | | | - Robert J Stanton
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
| | | | - Jonathan Rosand
- Massachusetts General Hospital, Department of Neurology, Boston, Massachusetts
| | - Daniel Woo
- University of Cincinnati, Department of Neurology, Cincinnati, Ohio
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13
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Madsen TE, Khoury JC, Leppert M, Alwell K, Moomaw CJ, Sucharew H, Woo D, Ferioli S, Martini S, Adeoye O, Khatri P, Flaherty M, De Los Rios La Rosa F, Mackey J, Mistry E, Demel SL, Coleman E, Jasne A, Slavin SJ, Walsh K, Star M, Broderick JP, Kissela BM, Kleindorfer DO. Temporal Trends in Stroke Incidence Over Time by Sex and Age in the GCNKSS. Stroke 2020; 51:1070-1076. [PMID: 32078459 DOI: 10.1161/strokeaha.120.028910] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [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: 01/14/2023]
Abstract
Background and Purpose- Sex differences in stroke incidence over time were previously reported from the GCNKSS (Greater Cincinnati/Northern Kentucky Stroke Study). We aimed to determine whether these differences continued through 2015 and whether they were driven by particular age groups. Methods- Within the GCNKSS population of 1.3 million, incident (first ever) strokes among residents ≥20 years of age were ascertained at all local hospitals during 5 periods: July 1993 to June 1994 and calendar years 1999, 2005, 2010, and 2015. Out-of-hospital cases were sampled. Sex-specific incidence rates per 100 000 were adjusted for age and race and standardized to the 2010 US Census. Trends over time by sex were compared (overall and age stratified). Sex-specific case fatality rates were also reported. Bonferroni corrections were applied for multiple comparisons. Results- Over the 5 study periods, there were 9733 incident strokes (56.3% women). For women, there were 229 (95% CI, 215-242) per 100 000 incident strokes in 1993/1994 and 174 (95% CI, 163-185) in 2015 (P<0.05), compared with 282 (95% CI, 263-301) in 1993/1994 to 211 (95% CI, 198-225) in 2015 (P<0.05) in men. Incidence rates decreased between the first and last study periods in both sexes for IS but not for intracerebral hemorrhage or subarachnoid hemorrhage. Significant decreases in stroke incidence occurred between the first and last study periods for both sexes in the 65- to 84-year age group and men only in the ≥85-year age group; stroke incidence increased for men only in the 20- to 44-year age group. Conclusions- Overall stroke incidence decreased from the early 1990s to 2015 for both sexes. Future studies should continue close surveillance of sex differences in the 20- to 44-year and ≥85-year age groups, and future stroke prevention strategies should target strokes in the young- and middle-age groups, as well as intracerebral hemorrhage.
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Affiliation(s)
- Tracy E Madsen
- From the Department of Emergency Medicine, Alpert Medical School of Brown University, Providence, RI (T.E.M.)
| | - Jane C Khoury
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, OH (J.C.K., H.S.)
| | - Michelle Leppert
- Department of Neurology, University of Colorado School of Medicine, Aurora (M.L.)
| | - Kathleen Alwell
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Heidi Sucharew
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, OH (J.C.K., H.S.)
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Simona Ferioli
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Sharyl Martini
- Department of Neurology, Baylor College of Medicine, Houston, TX (S.M.).,Veterans Affairs National Telestroke Program (S.M.)
| | - Opeolu Adeoye
- Department of Emergency Medicine (O.A.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Pooja Khatri
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Matthew Flaherty
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | | | - Jason Mackey
- Department of Neurology, Indiana University School of Medicine, Indianapolis (J.M.)
| | - Eva Mistry
- Department of Neurology, Vanderbilt University, Nashville, TN (E.M.)
| | - Stacie L Demel
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Elisheva Coleman
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Adam Jasne
- Department of Neurology, Yale School of Medicine, New Haven, CT (A.J.)
| | - Sabreena J Slavin
- Department of Neurology, University of Kansas Medical Center, MO (S.J.S.)
| | - Kyle Walsh
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Michael Star
- Department of Neurology, Soroka Medical Center, Beersheva, Israel (M.S.)
| | - Joseph P Broderick
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Brett M Kissela
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
| | - Dawn O Kleindorfer
- Department of Neurology and Rehabilitation Medicine (K.A., C.J.M., D.W., S.F., P.K., M.F., S.L.D., E.C., K.W., J.P.B., B.M.K., D.O.K.), University of Cincinnati College of Medicine, OH.,UC Gardner Neuroscience Institute (D.W., S.F., O.A., P.K., M.F., S.L.D., J.P.B., B.M.K., D.O.K.)
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14
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Madsen TE, Khoury JC, Leppert M, Alwell K, Moomaw CJ, Woo D, Ferioli S, Martini S, Adeoye O, Khatri P, Flaherty M, De Los Rios La Rosa F, Mackey JS, Mistry E, Demel SL, Coleman ELISHEVA, Jasne A, Slavin SJ, Walsh K, Star M, Broderick J, Kissela BM, Kleindorfer DO. Abstract 72: Temporal Trends in Stroke Incidence Over Time by Sex and Age in the Greater Cincinnati Northern Kentucky Stroke Study. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.72] [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
Introduction:
Data from the Greater Cincinnati/Northern Kentucky Stroke Study (GCNKSS) through 2010 showed that over time, stroke incidence rates decreased to a greater extent in men than in women. We aimed to determine whether this difference continued through 2015 and whether the differences are driven by particular age groups.
Methods:
Within the GCNKSS population of 1.3 million, all incident strokes among residents ≥20 years old were ascertained at all local hospitals during 7/93–6/94 and calendar years 1999, 2005, 2010, and 2015. Out-of-hospital cases were sampled. Sex-specific incidence rates per 100,000 were adjusted for age and race, standardized to the 2010 U.S. Census. Trends over time by sex were compared (overall and age-stratified); a Bonferroni correction was applied for multiple comparisons.
Results:
In total over the five study periods, there were 9721 incident strokes (ischemic, ICH, and SAH); 56.4% were women. Incidence of ischemic strokes decreased from 254 (95%CI 236,272) in 1993/4 to 177 (95%CI 164,189) in 2015 among men (p<.0001 for trend over time) and from 204 (95%CI 192,217) in 1993/4 to 151 (95%CI 141,161) in 2015 among women (p<.0001). Incidence of ICH/ SAH did not change significantly over time in either sex. In age-stratified analyses, among women, incidence of all strokes decreased among older adults (65–84 years) but not in other age categories (Figure). Among men, incidence over time decreased among older adults (65–84 and ≥ 85 years) but increased in young adults (20–44 years).
Conclusions:
Stroke incidence decreased between the early 1990s and 2015 for both sexes, contrary to previous data on trends through 2010 which demonstrated a significant decrease in men but not women. Temporal changes are being driven by the 65–84 year age group in both men and women, as well as the ≥ 85 age group in men. Future prevention strategies should target young and middle age adults for both sexes as well as those over 85 for women.
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Affiliation(s)
- Tracy E Madsen
- Emergency Medicine, Alpert Med Sch of Brown Univ, Providence, RI
| | - Jane C Khoury
- Pediatrics, Cincinnati Children’s Hosp, Cincinnati, OH
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Michael Star
- Soroka Med Cntr, Beersheva, Israel, Beersheva, Israel
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15
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Khoury JC, Madsen T, Alwell K, Moomaw CJ, Sucharew H, Woo D, Ferioli S, Adeoye O, Flaherty ML, Khatri P, De Los Rios La Rosa F, Mackey J, Martini S, Mistry E, Demel S, Coleman E, Jasne A, Slavin S, Walsh K, Star M, Kleindorfer D, Kissela B. Abstract WMP51: Ischemic Stroke Rates in Those With Diabetes in the Black and White Population: An Update. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.wmp51] [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:
We previously reported an increased incidence of stroke in the population with diabetes. This was particularly pronounced in those under 65 years of age. With guidelines now including glycemic monitoring during hospitalization, we examined incidence attributable to diabetes in 2010 and 2015.
Methods:
Ischemic strokes in the 5-county Greater Cincinnati/Northern Kentucky region were ascertained, then physician verified, at all 15 area hospitals using ICD-9 codes 430 to 436 or ICD10 codes I60 to I68. First ever ischemic strokes in patients aged 20 years and older were included in this analysis. Population age-specific rates of diabetes were estimated using the 2009-2010 and 2015-2016 NHANES databases, then applied to local population numbers, extracted from the US Census Bureau website, to estimate the denominator for calculation of incidence rates. Incidence rates were adjusted by age race and sex, as appropriate, to the 2010 US population. Diabetes was defined as reported in the electronic medical record or glycohemoglobin A1c > 6.4% during hospitalization.
Results:
There were a total of 4141 ischemic strokes; 55% female and 22% black. Stroke rates continue to be substantially higher in those with diagnosed diabetes, than those without diabetes overall and for those less than 65 years in both time periods, as well as those 65 years and older except for the black population in 2010. Racial disparities continue in both the less than 65 and 65 years and older age groups. Stroke rates were higher for Blacks in the less than 65 year age group for those both with and without diabetes; with risk ratios ranging from 1.3 to 2.7. Of note the stroke rate has decreased between 2010 and 2015 for those with diabetes <65 years of age. (Table)
Conclusions:
The population with diabetes continues to be at increased risk of stroke, especially in those less than 65 years of age and those of black race.
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Affiliation(s)
- Jane C Khoury
- Biostatistics and Epidemiology, Cincinnati Children’s Hosp Med Cntr, Cincinnati, OH
| | - Tracy Madsen
- Emergency Medicine, Alpert Med Sch of Brown Univ, Providence, RI
| | - Kathleen Alwell
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Charles J Moomaw
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Heidi Sucharew
- Biostatistics and Epidemiology, Cincinnati Children’s Hosp Med Cntr, Cincinnati, OH
| | - Daniel Woo
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Simona Ferioli
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Opeolu Adeoye
- Emergency Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Matthew L Flaherty
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Pooja Khatri
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | | | | | - Sharyl Martini
- National Telestroke Program, Veteran’s Administration, Houston, TX
| | | | - Stacie Demel
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Elisheva Coleman
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | | | | | - Kyle Walsh
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | | | - Dawn Kleindorfer
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Brett Kissela
- Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
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16
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Stanton RJ, Eckman MH, Woo D, Moomaw CJ, Haverbusch M, Flaherty ML, Kleindorfer DO. Ischemic Stroke and Bleeding: Clinical Benefit of Anticoagulation in Atrial Fibrillation After Intracerebral Hemorrhage. Stroke 2020; 51:808-814. [PMID: 32000590 DOI: 10.1161/strokeaha.119.027370] [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: 11/16/2022]
Abstract
Background and Purpose- Patients with intracerebral hemorrhage (ICH) and atrial fibrillation (AF) are at risk for ischemic events. While risk calculators (CHA2DS2-VASc and HAS-BLED) have been validated to assess risk for ischemic stroke and major bleeding in AF patients, decisions about anticoagulation must consider the net clinical benefit of anticoagulation. Furthermore, stroke and bleeding risk are highly correlated, making decisions more difficult. Methods- We examined patients in the GERFHS III study (Genetic and Environmental Risk Factors for Hemorrhagic Stroke)-a population-based retrospective study of spontaneous ICH patients without a structural or traumatic cause in the Greater Cincinnati/Northern Kentucky region between July 2008 and December 2012. CHA2DS2-VASc and HAS-B(L)ED (minus L because labile international normalized ratio was unavailable) scores were calculated for ICH patients with AF. Using a Markov state transition model, we estimated net clinical benefit of anticoagulation relative to no treatment in quality-adjusted life years (QALYs). We defined minimal clinically relevant benefit as 0.1 QALYs. Results- Among 1186 cases of spontaneous ICH, 95 cases had AF and met our survival criteria. Within 1 year, 8 of 95 (8%) would be expected to have a major bleeding event on anticoagulation, and 5 of 95 (5%) of patients would be expected to have an ischemic stroke off anticoagulation. Sixty-eight of 95 (71%) patients would have higher risk for major bleeding than for ischemic stroke. Anticoagulation with directly acting anticoagulants would result in no clinically significant gain or loss in 73%. Roughly 12% would gain >0.1 QALYs, and 15% would lose >0.1 QALYs. Among patients receiving aspirin, most have no significant net clinical benefit or loss. Overall, anticoagulation of the entire cohort would result in an aggregate loss of 0.92 QALYs. Conclusions- Our analysis suggests that universal anticoagulation after ICH would be associated with a net loss of QALY. Additional factors should be considered before anticoagulating patients with AF after ICH. Registration- URL: https://www.clinicaltrials.gov. Unique identifier: NCT00930280.
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Affiliation(s)
- Robert J Stanton
- From the Department of Neurology and Rehabilitation Medicine (R.J.S., D.W., C.J.M., M.H., M.L.F., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Mark H Eckman
- Department of Internal Medicine (M.H.E.), University of Cincinnati College of Medicine, OH
| | - Daniel Woo
- From the Department of Neurology and Rehabilitation Medicine (R.J.S., D.W., C.J.M., M.H., M.L.F., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Charles J Moomaw
- From the Department of Neurology and Rehabilitation Medicine (R.J.S., D.W., C.J.M., M.H., M.L.F., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Mary Haverbusch
- From the Department of Neurology and Rehabilitation Medicine (R.J.S., D.W., C.J.M., M.H., M.L.F., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Matthew L Flaherty
- From the Department of Neurology and Rehabilitation Medicine (R.J.S., D.W., C.J.M., M.H., M.L.F., D.O.K.), University of Cincinnati College of Medicine, OH
| | - Dawn O Kleindorfer
- From the Department of Neurology and Rehabilitation Medicine (R.J.S., D.W., C.J.M., M.H., M.L.F., D.O.K.), University of Cincinnati College of Medicine, OH
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17
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Gildersleeve KL, Hirzallah MI, Esquenazi Y, Moomaw CJ, Sekar P, Cai C, Tandon N, Woo D, Gonzales NR. Hemicraniectomy for Supratentorial Primary Intracerebral Hemorrhage: A Retrospective, Propensity Score Matched Study. J Stroke Cerebrovasc Dis 2019; 28:104361. [PMID: 31515185 DOI: 10.1016/j.jstrokecerebrovasdis.2019.104361] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [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: 05/07/2019] [Revised: 08/14/2019] [Accepted: 08/18/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND AND PURPOSE Spontaneous supratentorial intracerebral hemorrhage (ICH) contributes disproportionately to stroke mortality, and randomized trials of surgical treatments for ICH have not shown benefit. Decompressive hemicraniectomy (DHC) improves functional outcome in patients with malignant middle cerebral artery ischemic stroke, but data in ICH patients is limited. We hypothesized that DHC would reduce in-hospital mortality and poor functional status (defined as modified Rankin scale ≥5) among survivors at 3 months, without increased complications. METHODS We performed a retrospective, case-control, propensity score matched study to determine whether hemicraniectomy affected outcome in patients with spontaneous supratentorial ICH. The propensity score consisted of variables associated with outcome or predictors of hemicraniectomy. Forty-three surgical patients were matched to 43 medically managed patients on ICH location, sex, and nearest neighbor matching. Three-month functional outcomes, in-hospital mortality, and in-hospital complications were measured. RESULTS In the medical management group, 72.1% of patients had poor outcome at 3 months compared with 37.2% who underwent hemicraniectomy (odds ratio 4.8, confidence interval 1.6-14). In-hospital mortality was 51.2% for medically managed patients and 16.3% for hemicraniectomy patients (odds ratio 8.5, confidence interval 2.0-36.8). There were no statistically significant differences in the occurrence of in-hospital complications. CONCLUSIONS In our retrospective study of selected patients with spontaneous supratentorial ICH, DHC resulted in lower rate of in-hospital mortality and better 3-month functional status compared with medically managed patients. A randomized trial is necessary to evaluate DHC as a treatment for certain patients with spontaneous supratentorial ICH.
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Affiliation(s)
| | | | - Yoshua Esquenazi
- Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, Texas
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Chunyan Cai
- Department of Internal Medicine, McGovern Medical School, Houston, Texas
| | - Nitin Tandon
- Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, Texas
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
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18
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Uniken Venema SM, Marini S, Lena UK, Morotti A, Jessel M, Moomaw CJ, Kourkoulis C, Testai FD, Kittner SJ, Brouwers HB, James ML, Woo D, Anderson CD, Rosand J. Impact of Cerebral Small Vessel Disease on Functional Recovery After Intracerebral Hemorrhage. Stroke 2019; 50:2722-2728. [PMID: 31446887 DOI: 10.1161/strokeaha.119.025061] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [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: 01/01/2023]
Abstract
Background and Purpose- In this study, we aim to investigate the association of computed tomography-based markers of cerebral small vessel disease with functional outcome and recovery after intracerebral hemorrhage. Methods- Computed tomographic scans of patients in the ERICH study (Ethnic and Racial Variations of Intracerebral Hemorrhage) were evaluated for the extent of leukoaraiosis and cerebral atrophy using visual rating scales. Poor functional outcome was defined as a modified Rankin Scale (mRS) of ≥3. Multivariable logistic and linear regression models were used to explore the associations of cerebral small vessel disease imaging markers with poor functional outcome at discharge and, as a measure of recovery, change in mRS from discharge to 90 days poststroke. Results- After excluding in-hospital deaths, data from 2344 patients, 583 (24.9%) with good functional outcome (mRS of 0-2) at discharge and 1761 (75.1%) with poor functional outcome (mRS of 3-5) at discharge, were included. Increasing extent of leukoaraiosis (P for trend, 0.01) and only severe (grade 4) global atrophy (odds ratio, 2.02; 95% CI, 1.22-3.39, P=0.007) were independently associated with poor functional outcome at discharge. Mean (SD) mRS change from discharge to 90-day follow-up was 0.57 (1.18). Increasing extent of leukoaraiosis (P for trend, 0.002) and severe global atrophy (β [SE], -0.23 [0.115]; P=0.045) were independently associated with less improvement in mRS from discharge to 90 days poststroke. Conclusions- In intracerebral hemorrhage survivors, the extent of cerebral small vessel disease at the time of intracerebral hemorrhage is associated with poor functional outcome at hospital discharge and impaired functional recovery from discharge to 90 days poststroke.
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Affiliation(s)
- Simone M Uniken Venema
- From the Center for Genomic Medicine (S.M.U.V., S.M., U.K.L., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Sandro Marini
- From the Center for Genomic Medicine (S.M.U.V., S.M., U.K.L., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Division of Neurocritical Care and Emergency Neurology, Department of Neurology (S.M., C.D.A., J.R.).,J.P. Kistler Stroke Research Center (S.M., M.J., C.D.A., J.R.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Umme K Lena
- From the Center for Genomic Medicine (S.M.U.V., S.M., U.K.L., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Andrea Morotti
- Stroke Unit, Instituto Neurologico Nazionale a Carattere Scientifico (IRCCS) Mondino Foundation, Pavia, Italy (A.M.)
| | - Michael Jessel
- J.P. Kistler Stroke Research Center (S.M., M.J., C.D.A., J.R.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Charles J Moomaw
- Department Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (C.J.M., D.W.)
| | - Christina Kourkoulis
- From the Center for Genomic Medicine (S.M.U.V., S.M., U.K.L., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Henry and Allison McCance Center for Brain Health (C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Fernando D Testai
- Department of Neurology and Rehabilitation, University of Illinois College of Medicine, Chicago (F.D.T.)
| | - Steven J Kittner
- Department of Neurology, Baltimore Veterans Administration Medical Center, University of Maryland School of Medicine (S.J.K.)
| | - H Bart Brouwers
- Department of Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands (H.B.B.)
| | - Michael L James
- Departments of Anesthesiology (M.L.J.), Brain Injury Translational Research Center, Duke University, Durham, NC.,Neurology (M.L.J.), Brain Injury Translational Research Center, Duke University, Durham, NC
| | - Daniel Woo
- Department Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, OH (C.J.M., D.W.)
| | - Christopher D Anderson
- Henry and Allison McCance Center for Brain Health (C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Division of Neurocritical Care and Emergency Neurology, Department of Neurology (S.M., C.D.A., J.R.).,J.P. Kistler Stroke Research Center (S.M., M.J., C.D.A., J.R.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Jonathan Rosand
- From the Center for Genomic Medicine (S.M.U.V., S.M., U.K.L., C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Henry and Allison McCance Center for Brain Health (C.K., C.D.A., J.R.), Massachusetts General Hospital, Boston.,Division of Neurocritical Care and Emergency Neurology, Department of Neurology (S.M., C.D.A., J.R.).,J.P. Kistler Stroke Research Center (S.M., M.J., C.D.A., J.R.), Massachusetts General Hospital, Harvard Medical School, Boston
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19
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Leasure AC, Sheth KN, Comeau M, Aldridge C, Worrall BB, Vashkevich A, Rosand J, Langefeld C, Moomaw CJ, Woo D, Falcone GJ. Identification and Validation of Hematoma Volume Cutoffs in Spontaneous, Supratentorial Deep Intracerebral Hemorrhage. Stroke 2019; 50:2044-2049. [PMID: 31238829 DOI: 10.1161/strokeaha.118.023851] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [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- Clinical trials in spontaneous intracerebral hemorrhage (ICH) have used volume cutoffs as inclusion criteria to select populations in which the effects of interventions are likely to be the greatest. However, optimal volume cutoffs for predicting poor outcome in deep locations (thalamus versus basal ganglia) are unknown. Methods- We conducted a 2-phase study to determine ICH volume cutoffs for poor outcome (modified Rankin Scale score of 4-6) in the thalamus and basal ganglia. Cutoffs with optimal sensitivity and specificity for poor outcome were identified in the ERICH ([Ethnic/Racial Variations of ICH] study; derivation cohort) using receiver operating characteristic curves. The cutoffs were then validated in the ATACH-2 trial (Antihypertensive Treatment of Acute Cerebral Hemorrhage-2) by comparing the c-statistic of regression models for outcome (including dichotomized volume) in the validation cohort. Results- Of the 3000 patients enrolled in ERICH, 1564 (52%) had deep ICH, of whom 1305 (84%) had complete neuroimaging and outcome data (660 thalamic and 645 basal ganglia hemorrhages). Receiver operating characteristic curve analysis identified 8 mL in thalamic (area under the curve, 0.79; sensitivity, 73%; specificity, 78%) and 18 mL in basal ganglia ICH (area under the curve, 0.79; sensitivity, 70%; specificity, 83%) as optimal cutoffs for predicting poor outcome. The validation cohort included 834 (84%) patients with deep ICH and complete neuroimaging data enrolled in ATACH-2 (353 thalamic and 431 basal ganglia hemorrhages). In thalamic ICH, the c-statistic of the multivariable outcome model including dichotomized ICH volume was 0.80 (95% CI, 0.75-0.85) in the validation cohort. For basal ganglia ICH, the c-statistic was 0.81 (95% CI, 0.76-0.85) in the validation cohort. Conclusions- Optimal hematoma volume cutoffs for predicting poor outcome in deep ICH vary by the specific deep brain nucleus involved. Utilization of location-specific volume cutoffs may improve clinical trial design by targeting deep ICH patients that will obtain maximal benefit from candidate therapies.
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Affiliation(s)
- Audrey C Leasure
- From the Department of Neurology, Yale School of Medicine, New Haven, CT (A.C.L., K.N.S., G.J.F.)
| | - Kevin N Sheth
- From the Department of Neurology, Yale School of Medicine, New Haven, CT (A.C.L., K.N.S., G.J.F.)
| | - Mary Comeau
- Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (M.C., C.L.)
| | - Chad Aldridge
- Department of Neurology (C.A., B.B.W.), University of Virginia, Charlottesville
| | - Bradford B Worrall
- Department of Neurology (C.A., B.B.W.), University of Virginia, Charlottesville
| | - Anastasia Vashkevich
- Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Harvard Medical School, Boston (A.V., J.R.)
| | - Jonathan Rosand
- Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Harvard Medical School, Boston (A.V., J.R.)
| | - Carl Langefeld
- Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (M.C., C.L.).,Department of Neurology (C.A., B.B.W.), University of Virginia, Charlottesville
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, OH (C.J.M., D.W.)
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, OH (C.J.M., D.W.)
| | - Guido J Falcone
- From the Department of Neurology, Yale School of Medicine, New Haven, CT (A.C.L., K.N.S., G.J.F.)
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20
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Marini S, Crawford K, Morotti A, Lee MJ, Pezzini A, Moomaw CJ, Flaherty ML, Montaner J, Roquer J, Jimenez-Conde J, Giralt-Steinhauer E, Elosua R, Cuadrado-Godia E, Soriano-Tarraga C, Slowik A, Jagiella JM, Pera J, Urbanik A, Pichler A, Hansen BM, McCauley JL, Tirschwell DL, Selim M, Brown DL, Silliman SL, Worrall BB, Meschia JF, Kidwell CS, Testai FD, Kittner SJ, Schmidt H, Enzinger C, Deary IJ, Rannikmae K, Samarasekera N, Salman RAS, Sudlow CL, Klijn CJM, van Nieuwenhuizen KM, Fernandez-Cadenas I, Delgado P, Norrving B, Lindgren A, Goldstein JN, Viswanathan A, Greenberg SM, Falcone GJ, Biffi A, Langefeld CD, Woo D, Rosand J, Anderson CD. Association of Apolipoprotein E With Intracerebral Hemorrhage Risk by Race/Ethnicity: A Meta-analysis. JAMA Neurol 2019; 76:480-491. [PMID: 30726504 PMCID: PMC6459133 DOI: 10.1001/jamaneurol.2018.4519] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Accepted: 11/09/2018] [Indexed: 12/18/2022]
Abstract
Importance Genetic studies of intracerebral hemorrhage (ICH) have focused mainly on white participants, but genetic risk may vary or could be concealed by differing nongenetic coexposures in nonwhite populations. Transethnic analysis of risk may clarify the role of genetics in ICH risk across populations. Objective To evaluate associations between established differences in ICH risk by race/ethnicity and the variability in the risks of apolipoprotein E (APOE) ε4 alleles, the most potent genetic risk factor for ICH. Design, Setting, and Participants This case-control study of primary ICH meta-analyzed the association of APOE allele status on ICH risk, applying a 2-stage clustering approach based on race/ethnicity and stratified by a contributing study. A propensity score analysis was used to model the association of APOE with the burden of hypertension across race/ethnic groups. Primary ICH cases and controls were collected from 3 hospital- and population-based studies in the United States and 8 in European sites in the International Stroke Genetic Consortium. Participants were enrolled from January 1, 1999, to December 31, 2017. Participants with secondary causes of ICH were excluded from enrollment. Controls were regionally matched within each participating study. Main Outcomes and Measures Clinical variables were systematically obtained from structured interviews within each site. APOE genotype was centrally determined for all studies. Results In total, 13 124 participants (7153 [54.5%] male with a median [interquartile range] age of 66 [56-76] years) were included. In white participants, APOE ε2 (odds ratio [OR], 1.49; 95% CI, 1.24-1.80; P < .001) and APOE ε4 (OR, 1.51; 95% CI, 1.23-1.85; P < .001) were associated with lobar ICH risk; however, within self-identified Hispanic and black participants, no associations were found. After propensity score matching for hypertension burden, APOE ε4 was associated with lobar ICH risk among Hispanic (OR, 1.14; 95% CI, 1.03-1.28; P = .01) but not in black (OR, 1.02; 95% CI, 0.98-1.07; P = .25) participants. APOE ε2 and ε4 did not show an association with nonlobar ICH risk in any race/ethnicity. Conclusions and Relevance APOE ε4 and ε2 alleles appear to affect lobar ICH risk variably by race/ethnicity, associations that are confirmed in white individuals but can be shown in Hispanic individuals only when the excess burden of hypertension is propensity score-matched; further studies are needed to explore the interactions between APOE alleles and environmental exposures that vary by race/ethnicity in representative populations at risk for ICH.
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Affiliation(s)
- Sandro Marini
- Center for Genomic Medicine, Massachusetts General Hospital, Boston
| | | | | | - Myung J. Lee
- Department of Neurology, Massachusetts General Hospital, Boston
| | - Alessandro Pezzini
- Department of Clinical and Experimental Sciences, Neurology Clinic, University of Brescia, Brescia, Italy
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Matthew L. Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Joan Montaner
- Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d’Hebron, Universitat Autonoma de Barcelona, Barcelona, Spain
- Institute de Biomedicine of Seville, IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville, Seville, Spain
- Department of Neurology, Hospital Universitario Virgen Macarena, Seville, Spain
| | - Jaume Roquer
- Department of Neurology, Neurovascular Research Unit, Institut Hospital del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Jordi Jimenez-Conde
- Department of Neurology, Neurovascular Research Unit, Institut Hospital del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Eva Giralt-Steinhauer
- Department of Neurology, Neurovascular Research Unit, Institut Hospital del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Roberto Elosua
- Department of Neurology, Neurovascular Research Unit, Institut Hospital del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Elisa Cuadrado-Godia
- Department of Neurology, Neurovascular Research Unit, Institut Hospital del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Carolina Soriano-Tarraga
- Department of Neurology, Neurovascular Research Unit, Institut Hospital del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Agnieszka Slowik
- Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
| | | | - Joanna Pera
- Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
| | - Andrzej Urbanik
- Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
| | - Alexander Pichler
- Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
| | - Björn M. Hansen
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
- Department of Neurology and Rehabilitation Medicine, Skåne University Hospital, Lund, Sweden
| | - Jacob L. McCauley
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami
| | | | - Magdy Selim
- Department of Neurology, Stroke Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Devin L. Brown
- Cardiovascular Center, University of Michigan, Ann Arbor
| | - Scott L. Silliman
- Department of Neurology, University of Florida College of Medicine, Jacksonville
| | - Bradford B. Worrall
- Department of Neurology and Public Health Sciences, University of Virginia Health System, Charlottesville
| | | | | | - Fernando D. Testai
- Department of Neurology and Rehabilitation, University of Illinois College of Medicine, Chicago
| | - Steven J. Kittner
- Department of Neurology, Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, Baltimore
| | - Helena Schmidt
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | - Ian J. Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom
| | - Kristiina Rannikmae
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Neshika Samarasekera
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | | | - Catherine L. Sudlow
- Centre for Medical Informatics, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom
| | - Catharina J. M. Klijn
- Department of Neurology, Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, the Netherlands
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Koen M. van Nieuwenhuizen
- Department of Neurology, Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, the Netherlands
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Israel Fernandez-Cadenas
- Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d’Hebron, Universitat Autonoma de Barcelona, Barcelona, Spain
- Stroke Pharmacogenomics and Genetics, Sant Pau Institute of Research, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Pilar Delgado
- Neurovascular Research Laboratory and Neurovascular Unit, Institut de Recerca, Hospital Vall d’Hebron, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Bo Norrving
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
- Department of Neurology and Rehabilitation Medicine, Skåne University Hospital, Lund, Sweden
| | - Arne Lindgren
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
- Department of Neurology and Rehabilitation Medicine, Skåne University Hospital, Lund, Sweden
| | | | | | | | - Guido J. Falcone
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, Connecticut
- Center for Neuroepidemiology and Clinical Neurological Research, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Alessandro Biffi
- Division of Behavioral Neurology, Massachusetts General Hospital, Boston
| | - Carl D. Langefeld
- Center for Public Health Genomics and Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, North Carolina
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Jonathan Rosand
- Center for Genomic Medicine, Massachusetts General Hospital, Boston
- Department of Neurology, Massachusetts General Hospital, Boston
- Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts
| | - Christopher D. Anderson
- Center for Genomic Medicine, Massachusetts General Hospital, Boston
- Department of Neurology, Massachusetts General Hospital, Boston
- Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts
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21
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Jasne AS, Sucharew H, Alwell K, Moomaw CJ, Flaherty ML, Adeoye O, Woo D, Mackey J, Ferioli S, Martini S, de Los Rios la Rosa F, Kissela BM, Kleindorfer D. Stroke Center Certification Is Associated With Improved Guideline Concordance. Am J Med Qual 2019; 34:585-589. [PMID: 30868922 DOI: 10.1177/1062860619835317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [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
Measurement of quality of stroke care has become increasingly important, but data come mostly from programs in hospitals that choose to participate in certification programs, which may not be representative of the care provided in nonparticipating hospitals. The authors sought to determine differences in quality of care metric concordance for acute ischemic stroke among hospitals designated as a primary stroke center, comprehensive stroke center, and non-stroke center in a population-based epidemiologic study. Significant differences were found in both patient demographics and in concordance with guideline-based quality metrics. These differences may help inform quality improvement efforts across hospitals involved in certification as well as those that are not.
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Affiliation(s)
| | - Heidi Sucharew
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | | | | | | | | | - Daniel Woo
- University of Cincinnati, Cincinnati, OH
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22
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Marini S, Morotti A, Pezzini A, Moomaw CJ, Flaherty ML, Montaner J, Jimenez-Conde J, Cuadrado-Godia E, Slowik A, Pichler A, Tirschwell DL, Selim M, Brown DL, Silliman SL, Worrall BB, Meschia JF, Kidwell CS, Testai FD, Kittner SJ, Deary IJ, Al-Shahi Salman R, Sudlow CL, Klijn CJ, Fernandez-Cadenas I, Lindgren A, Goldstein JN, Viswanathan A, Greenberg SM, Falcone GJ, Langefeld CD, Woo D, Rosand J, Anderson CD. Abstract 17: Apolipoprotein E and Intracerebral Hemorrhage: A Trans-Ethnic Meta-Analysis. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.17] [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
Introduction:
Risk of lobar and non-lobar intracerebral hemorrhage (ICH) varies among blacks, whites and Hispanics. We sought to determine whether these differences could be due to variability in the effects of Apolipoprotein E (APOE) epsilon (ε) alleles, the most potent genetic risk factor for ICH.
Methods:
Primary ICH cases and controls were collected from US and European sites contributing to the International Stroke Genetic Consortium (ISGC). We meta-analyzed the effects of APOE allele status on ICH risk applying a two-stage clustering approach based on race/ethnicity and the contributing study. Models were adjusted for age, sex, history of hypertension, hypercholesterolemia, warfarin, statin and antiplatelet use, smoking and alcohol use. A propensity score analysis was used to model the influence of APOE against the burden of hypertension across races/ethnicities.
Results:
13,124 subjects (54.5% male, median age 66 years) were included. In whites, APOE ε2 (odds ratio (OR)=1.85, 95% confidence interval (CI)=1.27-2.69, p<0.001) and APOE ε4 (OR=1.94, 95% CI=1.58-2.38, p<0.001) were independently associated with lobar ICH risk, however within self-identified Hispanics and blacks, no associations were found (Figure). After propensity score-matching for hypertension burden, APOE ε4 was associated with lobar ICH risk among whites (OR=1.12, 95% CI=1.08-1.17) and Hispanics (OR=1.07, 95% CI=1.01-1.15, p=0.01), but not blacks (OR=1.02 95% CI=0.98-1.07, p=0.251). APOE ε2 and ε4 did not show an effect on non-lobar ICH risk in any race/ethnicity.
Conclusion:
APOE ε4 and ε2 alleles affect lobar ICH risk variably by race and ethnicity. Associations are confirmed in whites but can be shown in Hispanics only when the excess burden of hypertension is propensity score-matched. Further studies are needed to explore interactions between APOE alleles and environmental exposures that vary by race and ethnicity in representative populations at risk for ICH.
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Affiliation(s)
- Sandro Marini
- Cntr for Genomic Medicine, Massachusetts General Hosp, Boston, MA
| | | | - Alessandro Pezzini
- Dept of Clinical and Experimental Sciences, Neurology Clinic, Univ of Brescia, Brescia, Italy
| | - Charles J Moomaw
- Dept of Neurology and Rehabilitation Medicine, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Matthew L Flaherty
- Dept of Neurology and Rehabilitation Medicine, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Joan Montaner
- Neurovascular Rsch Laboratory, Hosp Vall d’Hebron, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Jordi Jimenez-Conde
- Dept of Neurology, Neurovascular Rsch Unit, Institut Hosp del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Elisa Cuadrado-Godia
- Dept of Neurology, Neurovascular Rsch Unit, Institut Hosp del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Agnieszka Slowik
- Dept of Neurology, Jagiellonian Univ Med College, Krakow, Poland
| | | | | | - Magdy Selim
- Dept of Neurology, Stroke Div, Beth Israel Deaconess Med Cntr, Boston, MA
| | - Devin L Brown
- Cardiovascular Cntr, Univ of Michigan, Ann Arbor, MI
| | - Scott L Silliman
- Dept of Neurology, Univ of Florida College of Medicine, Jacksonville, FL
| | - Bradford B Worrall
- Dept of Neurology and Public Health Sciences, Univ of Virginia Health System, Charlottesville, VA
| | | | | | - Fernando D Testai
- Dept of Neurology and Rehabilitation, Univ of Illinois College of Medicine, Chicago, IL
| | - Steven J Kittner
- Dept of Neurology, Baltimore Veterans Administration Med Cntr and Univ of Maryland Sch of Medicine, Baltimore, MD
| | - Ian J Deary
- Cntr for Cognitive Ageing and Cognitive Epidemiology, Univ of Edinburgh, Edinburgh, United Kingdom
| | | | | | | | - Israel Fernandez-Cadenas
- Institut Hosp del Mar d’Investigacions Mèdiques, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Arne Lindgren
- Dept of Clinical Sciences Lund, Neurology,, Lund Univ, Lund, Sweden
| | | | | | | | - Guido J Falcone
- Div of Neurocritical Care and Emergency Neurology, Yale Univ Sch of Medicine, New Haven, CT
| | - Carl D Langefeld
- Cntr for Public Health Genomics and Dept of Biostatistical Sciences, Wake Forest Univ, Winston-Salem, NC
| | - Daniel Woo
- Dept of Neurology and Rehabilitation Medicine, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Jonathan Rosand
- Cntr for Genomic Medicine, Massachusetts General Hosp, Boston, MA
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23
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Kamel H, Alwell K, Kissela B, Moomaw CJ, Sucharew HG, Woo D, Flaherty M, Ferioli S, Demel S, Walsh K, Mackey J, De Los Rios La Rosa F, Jasne A, Slavin S, Martini S, Adeoye O, Soliman EZ, Levitan E, Baig T, Kleindorfer DO. Abstract WP265: Racial Differences in Left Atrial Size Among Patients With Ischemic Stroke. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.wp265] [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
Introduction:
Blacks in the U.S. face twice the risk of ischemic stroke as whites, and this disparity is not fully explained by established stroke risk factors. Although atrial fibrillation (AF) is a major risk factor for stroke, blacks are less often diagnosed with AF than whites. It is unclear whether this paradox exists because AF is less thoroughly ascertained in blacks compared to whites or because blacks have less predisposing substrate and thus a truly lower risk of AF.
Hypothesis:
Based on our prior work, we hypothesized that black patients with ischemic stroke less often have left atrial enlargement, a major predisposing factor for AF.
Methods:
We compared left atrial size in black versus white patients in the Greater Cincinnati/Northern Kentucky Stroke Study, a study of racial disparities in stroke incidence in a nationally representative population of 1.3 million. We obtained reports of echocardiograms performed for stroke evaluation among patients in the 2010 and 2015 study periods. Patients with known AF or atrial flutter were excluded. Investigators blinded to patients’ characteristics abstracted left atrial diameter from echocardiogram reports. Linear regression was used to examine the association between race and left atrial diameter after adjustment for demographics, body mass index, and comorbidities.
Results:
Among 2,980 cases of ischemic stroke without AF, the median age was 66 years, 52% were female, and 30% were black. The overall mean left atrial diameter was 3.65 (±0.69) cm. Despite a higher burden of vascular risk factors and comorbidities, blacks had significantly smaller left atrial diameters (mean difference, -0.10 cm; 95% CI, -0.04 to -0.17 cm). This difference persisted after adjustment for demographics, comorbidities, and body mass index (adjusted mean difference, -0.15 cm; 95% CI, -0.09 to -0.21 cm).
Conclusions:
In a population-based sample, we found that black patients with ischemic stroke had smaller left atrial size than white patients. Our results suggest that the paradox of greater stroke risk but lower AF risk in blacks compared with whites at least partly stems from a lesser degree of AF substrate in blacks.
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24
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Vagal V, Mistry EA, Behymer TP, Sawyer RP, Stanton RJ, Flaherty ML, Moomaw CJ, Sanford CV, Sekar P, Coleman ER, Woo D. Abstract WP73: Brain Health Predicts Outcome in Patients With Intracerebral Hemorrhage. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.wp73] [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
Introduction:
Intracerebral hemorrhage (ICH) results in high mortality and high rate of disability among survivors. The effects of preexisting small vessel disease (SVD) on functional outcomes after ICH is uncertain and understanding manifestations of brain health such as white matter lesions (WML) and atrophy are a top priority for developing prognostic indicators. Our objective was to determine whether WML and brain atrophy is associated with functional outcomes in ICH patients.
Hypothesis:
We hypothesized that higher burden of WML and atrophy will have a poor outcome independent of age, ICH volume, ICH location, IVH, and presenting Glasgow Coma Scale (GCS) score.
Methods:
The Genetic and Environmental Risk Factors for Hemorrhagic Stroke (GERFHS) III study is a prospective study of hemorrhagic stroke in the Greater Cincinnati/Northern Kentucky region. We utilized the interviewed cohort from the study and systematically graded WML using the Van Swieten Scale (0-4) and measured brain atrophy (2 linear measurements) in baseline head CT scans. The outcome measures included modified Rankin Scale (mRS) at 3 months. Primary outcome was disability or death (mRS 3-6).
Results:
A total of 441 CT scans were graded; 48 patients were excluded due to missing mRS. Among the included 393 ICH patients (mean±SD age 71.5± 13.8; 48% females), old age, high ICH volume, low GCS score, severe WML (Van Swieten score 3-4), and atrophy were significantly associated with poor outcomes (mRS 3-6) in univariate analysis. In multivariate analysis, severe WML (p=0.039), atrophy (p= 0.0131), old age (p<0.0001), GCS (p<0.001), ICH location (p<0.0001 for deep, p=0.0033 for infratentorial) and ICH volume (p<0.0001) were associated with poor outcomes.
Conclusion:
Poor brain health manifesting as cerebral SVD markers of WML and atrophy are simple and independent baseline predictors of poor outcome in acute ICH. Further study for inclusion into outcome measures such as ICH Score should be considered.
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Vagal V, Behymer TP, Sawyer RP, Stanton RJ, Flaherty ML, Moomaw CJ, Sanford CV, Haverbusch M, Mistry EA, Sekar P, Coleman ER, Woo D. Abstract WP436: White Matter Lesion Severity is Associated With Intraventricular Hemorrhage in Patients With Intracerebral Hemorrhage. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.wp436] [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:
Both intraventricular hemorrhage (IVH) and white matter lesion (WML) severity are associated with higher rates of death and disability among cases of intracerebral hemorrhage (ICH). Prior reports suggest higher WML burden is associated with propensity of IVH. However, those analyses were not stratified by location. Our objective was to investigate the hypothesis that a higher degree of WML would be associated with a higher risk of IVH after controlling for ICH location.
Methods:
The Genetic and Environmental Risk Factors for Hemorrhagic Stroke (GERFHS) III study was a prospective study of hemorrhagic stroke in the Greater Cincinnati/Northern Kentucky region. We utilized the interviewed cohort from the study and systematically graded WML using the Van Swieten Scale (0-4) and presence or absence of IVH in baseline head CT scans. Additional variables included ICH volume, location of ICH and vascular risk factors. We used multiple logistic regression with backward elimination to adjust for relevant covariates.
Results:
Among the included 426 ICH patients (mean± SD age 71.2± 13.8; 49% females), 161 (38%) had presence of IVH. In patients with IVH, the proportion of severe WML (39.7%) was significantly higher compared with patients without IVH (27.2%) (p=0.0044). The median volume of ICH was 14.4 mL (IQR, 4.9-46.3) in patients with IVH as compared with 8.9 ml (IQR, 2.6-20.8) in patients without IVH (p<0.0001). In multivariate analysis, moderate WML, severe WML, deep ICH location, and increasing ICH volume were independently associated with presence of IVH.
Conclusion:
Moderate to severe white matter lesions are a risk for intraventricular hemorrhage. Further studies are needed to determine if greater severity of IVH or subsequent rupture into IVH are associated with higher grades of WML.
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De Los Rios La Rosa F, Kleindorfer D, Khoury J, Broderick JP, Alwell K, Moomaw CJ, Woo D, Flaherty M, Khatri P, Adeoye O, Mackey J, Martini S, Walsh K, Star M, Demel S, Jasne A, Slavin S, Ferioli S, Eilerman J, Kissela B. Abstract WMP54: Updated Population Trends in Substance Abuse Preceding Stroke in Young Adults: 1993/1994 to 2015. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.wmp54] [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
Objective:
To update trends on documented substance abuse among young adults (18-54 years old) with stroke within the Greater Cincinnati/Northern Kentucky Stroke Study population, to include preliminary results from 2015.
Background:
Substance abuse is associated with stroke. In our population, we previously reported increases in overall substance abuse, smoking history, and use of alcohol or drugs <24 hours prior to stroke onset. We also found increased illicit drug use in the 35 to 54 age group from 1993/94 through 2010. We now report trends after adding 2015 preliminary results.
>Design/Methods:
Using ICD-9 discharge codes 430-436, potential acute stroke events are identified among 18- to 55-year-old residents of the 5 county study region. Five one-year study periods are included (7/93-6/94, 1999, 2005, 2010, 2015). Study nurses abstract all events which then undergo physician review. We searched for trends in smoking history, illicit drug use, heavy alcohol consumption, overall substance abuse (current smoking, alcohol, and illicit drug), and urine/blood test positive for alcohol or illicit drugs at presentation.
Results:
There were 2220 stroke events (75 % ischemic). Sex and age distribution remained stable; however, percent black increased from 35% to 46% between 1993/94 and 2015, as did the proportion of ischemic strokes (74% to 77%). Current smoking and alcohol use remained stable while illicit drug use increased significantly overall and within the age subgroups of 18-34 years and 35-54 years (see table).
Conclusions:
Illicit drug use continues to increase among young adults with stroke. Even though the possibility of testing bias needs to be explored further, our reported results are likely an under estimation of true rates as there are no readily available tests for new designer drugs which have become more available since the early 2000’s. Future analysis will also focus on the relationship between our findings and the U.S. opioid epidemic.
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Affiliation(s)
| | | | - Jane Khoury
- Cincinnati Children's Hosp Med Cntr, Cincinnati, OH
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Madsen TE, Sucharew H, Alwell K, Demel SL, De Los Rios La Rosa F, Flaherty M, Ferioli S, Jasne A, Moomaw CJ, Mackey J, Slavin SJ, Star M, Walsh K, Woo D, Kissela BM, Kleindorfer DO. Abstract WP360: Sex Differences in Patient Centered Outcomes Obtained from Electronic Medical Records in the Greater Cincinnati Northern Kentucky Stroke Study. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.wp360] [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
Introduction:
Previous data have shown worse post-stroke outcomes in women than men based on non-patient centered outcomes (modified rankin score (mRS)) obtained via patient contact. Our aim was to compare sex differences in post-stroke outcomes in a population-based cohort using patient-centered outcome measures obtained from the electronic medical record (EMR).
Methods:
Patients with ischemic stroke (IS) who presented to a single healthcare system (4 hospitals and outpatient facilities) in Northern Kentucky during 1/2015-12/2015, a subsample of the Greater Cincinnati Northern Kentucky Stroke Study, were included. Those who died prior to study time points were excluded. Cases of IS were ascertained by trained study nurses using ICD codes and EMR review. Outcomes (mRS and quality of life (EQ5D)) were estimated from EMR, a method previously shown to have good interrater agreement with telephone follow-up. EQ5D measures health-related quality of life across 5 dimensions. Utility weighted mRS (UW-mRS) were calculated by applying validated weights to mRS. Outcomes at 3- and 6-months were compared by sex using ordinal logistic regression for mRS and linear regression for UW-mRS and EQ5D, adjusted by demographics, pre-stroke mRS, stroke severity, and co-morbidities.
Results:
We included 382 cases; 51% were women, 94% were white. Women were older (median (IQR) 71 (61-81) vs. 66 (57-77)) than men, but pre-stroke mRS was similar (median (IQR) 1 (0-3) vs. 1 (0-2)). NIHSS was similar by sex (median 3 IQR (1-6) vs. 2 (1-5)). After adjustment, 3- and 6-month outcomes were similar by sex.
Conclusions:
In our cohort, sex differences in unadjusted outcomes may be related to age, pre-stroke functional status, co-morbidities, and depression, as differences were not present in adjusted models. Relatively minor strokes in our cohort may also explain similar outcomes by sex. Future studies should strive to identify intervenable targets to improve patient-centered outcomes post-stroke.
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Kleindorfer DO, Sucharew H, Alwell K, Moomaw CJ, Woo D, Ferioli S, Flaherty ML, Mackey J, De Los Rios La Rosa F, Demel S, Jasne A, Walsh K, Star M, Slavin S, Kissela BM. Abstract TMP57: Racial Disparities in Recurrent Stroke Rates: Preliminary Results From the Greater Cincinnati/Northern Kentucky Population in 2015. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.tmp57] [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
Introduction:
The REGARDS study previously reported a lack of racial disparity in recurrent ischemic stroke (IS) events, despite large racial differences in incident IS. We sought to evaluate recurrent stroke rates at 1 year after an index ischemic (IS) or hemorrhagic (ICH and SAH) stroke or TIA within a large, biracial population representative of the US in terms of % blacks and sociodemographics with a large number of index events
Methods:
The Greater Cincinnati/Northern Kentucky Stroke Study ascertained all hospitalized strokes and TIAs among residents of a 5-county population of 1.3 million in 7/1/14-12/31/14 (blacks only) and 2015 (all residents), as well as recurrent strokes (but not TIAs) in 2016. One year risk of recurrent stroke was estimated by Kaplan-Meier analysis. Association between recurrent stroke and demographics/risk factors was assessed by proportional hazards analysis.
Results:
Among the 2014-15 cases, there were 3883 index events (2512 IS, 374 ICH, 92 SAH, 900 TIA, 5 unknown type). Median age was 70 (IQR 59, 81); 27% were black and 54% female. Recurrent events within 12 months of the index event occurred in 319 patients (276 IS, 38 ICH, 5 SAH). Those with recurrence were more likely black than those without (34% vs 27%, p<0.01). No differences between those with recurrence and those without was seen for age at index event (median 70 vs 70, p=0.33) or sex (female 56% vs 54%, p=0.44). One-year risk of recurrent stroke was 9.3% overall (11.3% black, 8.6% white); 10.0% after index IS, 11.2% for ICH/SAH, 7.2% after TIA. Hazard ratio for risk of recurrent stroke for blacks compared with whites, adjusted for age and sex, was 1.38 (95% CI 1.09, 1.75).
Discussion:
The risk of recurrent stroke was significantly associated with index event type and stroke risk factors (hypertension, diabetes, smoking, and prior stroke). Black race was not a significant independent predictor of recurrent stroke after adjusting for other known stroke risk factors.
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Gilkerson LA, Behymer TP, Sekar P, Moomaw CJ, Kourkoulis C, Coleman ER, Sawyer R, Woo D, Flaherty ML, Biffi A, Rosand J. Abstract WP442: Cause of Death After Intracerebral Hemorrhage in the Longitudinal Follow-up of ICH Survivors in ERICH (ERICH-L) Study. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.wp442] [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
Introduction:
Anticoagulant therapy after intracerebral hemorrhage (ICH) in patients with atrial fibrillation or deep vein thrombosis has been associated with a marked reduction of death. Prevention of ischemic stroke could explain this reduction. We sought to describe the causes of death after discharge and beyond 30 days in a longitudinal follow-up of a multi-racial/ethnic cohort of ICH. We hypothesized that recurrent ICH and ischemic stroke are the most common cause of death after ICH.
Methods:
The Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) Study was a prospective, multi-center, case-control study of ICH among whites, blacks, and Hispanics. Subjects previously in the ERICH study were approached for enrollment in the Longitudinal Follow-up of ICH Survivors (ERICH-L) study. A standardized research interview was completed over the phone and 959 contacts were made with participants and surrogates to capture outcomes of interest at 6-month intervals, including information on ICH recurrence, ischemic stroke, cognitive performance, and cause of death. The median follow-up was 4.3 years with an IQR of 3.2-5.4. The cause of death categories were ICH, cardiac, ischemic CVA, other, cancer, pulmonary, renal, endocrine, accidents, infection, dementia and unknown.
Results:
There were 180 deaths (18.8%) reported by surrogates contacted in the ERICH-L study. Of those, 63 causes of death were unknown or considered unverifiable. The most common cause of death reported was decline from the index ICH (32.7%). The next most common cause of death was cardiac (14%), other (12.1%), infection (11.2%), cancer (10.3%) and ischemic stroke (1.9%). Some examples reported as other are liver failure, old age, myelodysplastic syndrome, suicide and Parkinson’s Disease. Recurrent ICH occurred in 4 out of 107 known causes of death. By year 5, cardiac causes surpassed ICH as the cause of death.
Conclusion:
Cardiac causes of death were more common than either recurrent ICH or ischemic stroke, surpassed only by decline from the index ICH. Future efforts to prevent causes of death after ICH should address cardiac disease and risk factors. This finding may explain the effect of restarting anticoagulant or antiplatelet therapy and improved mortality.
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Affiliation(s)
| | | | | | | | | | | | | | - Daniel Woo
- Neurology, Univ of Cincinnati, Cincinnati, OH
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Kissela BM, Alwell K, Khoury JC, Moomaw CJ, Woo D, Adeoye O, Flaherty ML, Khatri P, Ferioli S, Demel SL, Star M, De los Rios La Rosa F, Walsh K, Martini S, Mackey J, Jasne A, Slavin S, Broderick JP, Kleindorfer DO. Abstract 11: Stroke in the Young: Preliminary Results for Temporal Trends in the Age of Stroke Incidence in a Large, Bi-Racial Population. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.11] [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
Introduction:
Previously, we reported that stroke incidence in the young (age < 55) significantly increased in both blacks and whites over four study periods between 1993 and 2010. Here we further describe this temporal trend, adding data from 2015.
Methods:
The Greater Cincinnati/Northern Kentucky region includes 2 southern Ohio and 3 contiguous Northern Kentucky counties (estimated population, 1.3 M). Our study determined first-ever hospital-ascertained strokes that occurred in the population from 7/1/93 to 6/30/94 and in calendar years 1999, 2005, 2010, and 2015 by screening ICD9 (and ICD10, in 2015) codes of all inpatient and emergency department visits. Cases were abstracted by study nurses and verified by study physicians. Results for 2015 are preliminary. The denominator for the calculation of incidence rates (in those aged ≥20 years) was extracted from the U.S. Census Bureau website (www.census.gov). Age- and race -specific incidence rates with 95% confidence intervals (CI) were calculated assuming a Poisson distribution. We tested for differences in age trends using Student’s t-test, X
2
, and Poisson regression as appropriate.
Results:
The mean± SD age of stroke was 71.3±13.6 in 1993-94, 70.9±14.4 in 1999, 68.4±15.5 in 2005, 68.5±15.6 in 2010, and 68.7±15.4 in 2015 (p<0.0001 for trend). The proportion of all strokes under age 55 went from 12% to 15% to 20% to 22%, then 18% in 1993-94, 1999, 2005, 2010, and 2015, respectively. Poisson regression showed a shift toward younger strokes across the five periods studied (p<0.0001). Age-specific stroke incidence rates by study period are presented in the Table.
Discussion:
The disturbing trend of increasing stroke in the young (age < 55) has leveled off slightly since 2010 but is still of great public health significance as younger strokes carry the potential for greater lifetime burden of disability. Further study is needed to determine the reasons for these results, including examination of race-specific trends.
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Woo D, Comeau M, Venema SU, Anderson C, Flaherty ML, Testai FD, Kittner S, Frankel MR, James ML, Sung G, Elkind MS, Worrall BB, Kidwell CS, Gonzales NR, Koch S, Hall C, Birnbaum L, Mayson D, Coull BM, Malkoff M, Sheth KN, Chong JY, McCauley JL, Osborne J, Wethington M, Gilkerson LA, Behymer TP, Coleman ER, Sekar P, Moomaw CJ, Rosand J, Langefeld CD. Abstract 75: Predictors of Poor Outcome After Intracerebral Hemorrhage: Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) Study. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.75] [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
Introduction:
Intracerebral hemorrhage (ICH) is the most severe subtype of stroke with a high mortality rate and majority of survivors suffering significant disability. The Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study prospectively recruited 1000 white, 1000 black and 1000 Hispanic spontaneous ICH cases. Herein, we report the main results of the predictors of 3 month outcome after ICH.
Hypothesis:
We hypothesized that ICH Score variables of age, ICH volume, ICH location, presence of intraventricular hemorrhage (IVH), and presenting Glasgow Coma Scale would predict long-term disability in addition to prior validation of mortality.
Methods:
Between 2010-2015, cases were prospectively recruited with uniform phenotype definitions, centralized neuroimaging review and with telephone follow-up at 3 months. Apolipoprotein E genotyping was performed centrally. Individual characteristics were screened for association under a logistic regression model, 90-day mRS ≥ 4 versus 0-3, and those meeting P<0.2 were entered into multivariate model building where the final model was determined by minimum AIC score. Analyses were repeated removing subjects with withdrawal of care.
Results:
The Table presents the prevalence/average of each variable entering the final multivariate model for association with poor (mRS 4-6) compared to good (mRS 0-3) outcome at 3 months. When analyses were repeated excluding withdrawal of care, overall Graeb (IVH) score fell out of the model (with presence of IVH replacing it) but the remaining variables were retained and in the same direction of effect. C-statistic for the multivariate model = 0.884 compared to 0.763 for ICH score alone (p=1.7E-22).
Conclusion:
ICH score elements were validated as predictive of 3 month outcome. Novel baseline characteristics such as white matter hyperintensity as well as subsequent clinical events that may affect outcomes were identified. Location specific results to be presented.
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Affiliation(s)
- Daniel Woo
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Mary Comeau
- Dept of Biostatistics, Wake Forest Sch of Medicine, Winston-Salem, NC
| | - Simone U Venema
- Cntr for Genomic Medicine, Massachusetts General Hosp, Boston, MA
| | | | - Matthew L Flaherty
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Fernando D Testai
- Dept of Neurology, Univ of Illinois College of Medicine, Chicago, IL
| | - Steven Kittner
- Dept of Neurology, Univ of Maryland Sch of Medicine, Baltimore, MD
| | | | - Micahel L James
- Dept of Anesthesiology, Duke Univ Sch of Medicine, Durham, NC
| | - Gene Sung
- Dept of Neurology, Univ of Southern California, Los Angeles, CA
| | | | | | | | - Nicole R Gonzales
- Dept of Neurology, Univ of Texas Health Science Cntr Houston, Houston, TX
| | - Sebastian Koch
- Dept of Neurology, Univ of Miami Miller Sch of Medicine, Miami, FL
| | - Christiana Hall
- Dept of Neurology, Univ of Texas Southwestern Med Cntr, Dallas, TX
| | - Lee Birnbaum
- Dept of Neurology, Univ of Texas Health Science Cntr San Antonio, San Antonio, TX
| | | | - Bruce M Coull
- Dept of Neurology, The Univ of Arizona Health Sciences, Tucson, AZ
| | - Marc Malkoff
- Dept of Neurology, The Univ of Tennessee Health Science Cntr, Memphis, TN
| | - Kevin N Sheth
- Dept of Neurology, Yale Sch of Medicine, New Haven, CT
| | - Ji Y Chong
- Dept of Neurology, Weill Cornell Medicine, New York, NY
| | - Jacob L McCauley
- Dept of Human Genetics, Univ of Miami Miller Sch of Medicine, Miami, FL
| | - Jennifer Osborne
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Misty Wethington
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Lee A Gilkerson
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Tyler P Behymer
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Elisheva R Coleman
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Padmini Sekar
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Charles J Moomaw
- Dept of Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | | | - Carl D Langefeld
- Dept of Biostatistics, Wake Forest Sch of Medicine, Winston-Salem, NC
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Madsen TE, Khoury J, Alwell K, Jasne A, Demel SL, De Los Rios La Rosa F, Flaherty M, Ferioli S, Moomaw CJ, Mackey J, Slavin SJ, Star M, Walsh K, Woo D, Kissela B, Kleindorfer DO. Abstract TP269: Predictors of Drug Screens Among Stroke Patients in the Greater Cincinnati Northern Kentucky Stroke Study: Preliminary Findings for 2015. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.tp269] [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
Introduction:
Previous studies have shown biases in screening for toxicologic substances among stroke patients but have limited generalizability. Our objective was to investigate predictors of the use of drug screens among stroke patients in a large population based study.
Methods:
The Greater Cincinnati Northern Kentucky Stroke Study is a population-based study of stroke cases ascertained from a biracial population of 1.3 million people in a 5-county region of southern Ohio/northern Kentucky. All hospital ascertained cases of stroke (ischemic (IS), transient ischemic attack (TIA), hemorrhagic (ICH), subarachnoid hemorrhage (SAH)), occurring during calendar year 2015 were included. Trained study nurses abstracted data on whether a drug screen was ordered (between emergency department (ED) presentation and hospital discharge). Screening tests for alcohol were not included. Multivariable logistic regression was used to identify predictors of use of a drug screen. Potential predictors were patient sex, age, race, select comorbidities, smoking status, stroke severity (NIHSS), treatment location and stroke type.
Results:
Of 3865 stroke cases (53.8% women, 20.8% black, mean age 69.7(14.8) years), 12.0% had a drug screen performed. Adjusted, black race (aOR 1.93 95%CI 1.52-2.44), current smoking (aOR 1.97 95%CI 1.58-2.47), higher NIHSS (aOR 1.22 95%CI 1.15-1.28 per 5 unit increase) and being treated in an academic ED (aOR 2.04, 95%CI 1.62-2.55) increased the likelihood of a drug screen, while female gender (aOR 0.75 95%CI 0.60-0.93) and older age (aOR 0.61 per 10 years, 95%CI 0.56-0.66) decreased the likelihood.
Conclusions:
In a large population based study of stroke patients, drug screens were more likely to be ordered in men, blacks, smokers, younger patients, and those seen in academic EDs. It is unknown whether these trends are similar among hospitalized patients with other diagnoses. Additionally, current evidence suggests that such differential testing may lead to missed counselling opportunities in those not tested as well as lower likelihood of thrombolytic treatment in those who are tested. Future research should investigate the yield of such drug screens and explore whether guidelines in ordering drug tests could help to avoid testing biases.
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Affiliation(s)
| | - Jane Khoury
- Cincinnati Children's Hosp Med Cntr, Cincinnati, OH
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33
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Kleindorfer DO, Moomaw CJ, Mlynash M, Broderick JP, Khatri P, Saver JL, Alwell K, Kemp S, Janis S, Moy C, Woo D, Flaherty ML, Ferioli S, Adeoye O, Kissela BM, Lansberg M, Albers G. Abstract TP60: Comparison of Predicted vs. Actual Enrollment Into the NIH StrokeNet DEFUSE 3 Trial: Effectiveness of a Population-Based Epidemiology Feasibility Assessment in Improving Enrollment Into Clinical Trials. Stroke 2019. [DOI: 10.1161/str.50.suppl_1.tp60] [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
Introduction:
The NIH StrokeNet trial network aims to improve recruitment and retention into stroke clinical trials. In addition to StrokeNet infrastructure, a population-based feasibility assessment is performed prior to submission to NIH. We sought to describe the impact of this assessment on the design and recruitment efficiency of the DEFUSE 3 trial, the first trial to be proposed and completed entirely within NIH StrokeNet.
Methods:
We identified all ischemic stroke (IS) cases in the region in 2005 by screening all local hospital ICD-9 codes 430-436 among residents of the Greater Cincinnati/Northern Kentucky (GCNK) region, a biracial population of 1.3 million through chart abstraction and physician review. Initial proposed, and final revised DEFUSE 3 trial entry criteria were analyzed for population-based eligibility.
Results:
DEFUSE 3 is an acute reperfusion ischemic stroke (IS) trial conducted at 38 US centers between 5/16-5/17. Initial inclusion/exclusion criteria proposed by trial PIs predicted that 2.4% (46 of 1843 in 2005) of IS patients would be eligible for DEFUSE-3. After criteria revision, this increased to 4.0% (74/1843). Four exclusion criteria were changed by study PIs after receiving feedback: upper age limit, baseline disability, time since last seen normal, and NIHSS (Table). Overall, 57% (104/182) of enrolled patients qualified via the broadened study entry criteria. In subsequent implementation, the trial randomized 0.47 patients per site per month which was nearly twice the expected enrollment rate.
Conclusion:
Feedback from formal epidemiologic feasibility assessment to trial investigators during multicenter clinical trial design led to a broadening of entry criteria, and more than half of eventually enrolled patients were eligible only because of the expanded criteria. Iterative trialist-epidemiologist interaction is a promising approach to improve multicenter clinical trial planning and efficient study conduct.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Scott Janis
- National Institutes of Health, Washington DC, DC
| | - Claudia Moy
- National Institutes of Health, Washington DC, DC
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Ding D, Sekar P, Moomaw CJ, Comeau ME, James ML, Testai F, Flaherty ML, Vashkevich A, Worrall BB, Woo D, Osborne J. Venous Thromboembolism in Patients With Spontaneous Intracerebral Hemorrhage: A Multicenter Study. Neurosurgery 2018; 84:E304-E310. [DOI: 10.1093/neuros/nyy333] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 06/19/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Dale Ding
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, Arizona
| | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Mary E Comeau
- Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, North Carolina
| | - Michael L James
- Departments of Anesthesiology and Neurology, Duke University, Durham, North Carolina
| | - Fernando Testai
- Department of Neurology and Rehabilitation, University of Illinois at Chicago, Chicago, Illinois
| | - Matthew L Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio
| | | | - Bradford B Worrall
- Department of Neurology, University of Virginia, Charlottesville, Virginia
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Jennifer Osborne
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio
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Marini S, Lena UK, Crawford KM, Moomaw CJ, Testai FD, Kittner SJ, James ML, Woo D, Langefeld CD, Rosand J, Anderson CD. Comparison of Genetic and Self-Identified Ancestry in Modeling Intracerebral Hemorrhage Risk. Front Neurol 2018; 9:514. [PMID: 30034361 PMCID: PMC6043667 DOI: 10.3389/fneur.2018.00514] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 04/17/2018] [Accepted: 06/11/2018] [Indexed: 12/16/2022] Open
Abstract
Background: We sought to determine whether a small pool of ancestry-informative DNA markers (AIMs) improves modeling of intracerebral hemorrhage (ICH) risk in heterogeneous populations, compared with self-identified race/ethnicity (SIRE) alone. Methods: We genotyped 15 preselected AIMs to perform principal component (PC) analysis in the ERICH study (a multi-center case-control study of ICH in whites, blacks, and Hispanics). We used multivariate logistic regression and tests for independent samples to compare associations for genetic ancestry and SIRE with ICH-associated vascular risk factors (VRFs). We then compared the performance of models for ICH risk that included AIMs and SIRE alone. Results: Among 4,935 subjects, 34.7% were non-Hispanic black, 35.1% non-Hispanic white, and 30.2% Hispanic by SIRE. In stratified analysis of these SIRE groups, AIM-defined ancestry was strongly associated with seven of the eight VRFs analyzed (p < 0.001). Within each SIRE group, regression of AIM-derived PCs against VRFs confirmed independent associations of AIMs across at least two race/ethnic groups for seven VRFs. Akaike information criterion (AIC) (6,294 vs. 6,286) and likelihood ratio test (p < 0.001) showed that genetic ancestry defined by AIMs achieved a better ICH risk modeling compared to SIRE alone. Conclusion: Genetically-defined ancestry provides valuable risk exposure information that is not captured by SIRE alone. Particularly among Hispanics and blacks, inclusion of AIMs adds value over self-reported ancestry in controlling for genetic and environmental exposures that influence risk of ICH. While differences are small, this modeling approach may be superior in highly heterogeneous clinical poulations. Additional studies across other ancestries and risk exposures are needed to confirm and extend these findings.
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Affiliation(s)
- Sandro Marini
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States.,Medical and Population Genetics, Broad Institute, Cambridge, MA, United States
| | - Umme K Lena
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States.,Medical and Population Genetics, Broad Institute, Cambridge, MA, United States
| | - Katherine M Crawford
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States.,Medical and Population Genetics, Broad Institute, Cambridge, MA, United States
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Fernando D Testai
- Department of Neurology and Rehabilitation, University of Illinois College of Medicine, Chicago, IL, United States
| | - Steven J Kittner
- Department of Neurology, Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, Baltimore, MD, United States
| | - Michael L James
- Departments of Anesthesiology and Neurology, Brain Injury Translational Research Center, Duke University, Durham, NC, United States
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Carl D Langefeld
- Center for Public Health Genomics and Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, NC, United States
| | - Jonathan Rosand
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States.,Medical and Population Genetics, Broad Institute, Cambridge, MA, United States.,J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, United States
| | - Christopher D Anderson
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States.,Medical and Population Genetics, Broad Institute, Cambridge, MA, United States
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Sawyer RP, Sekar P, Osborne J, Kittner SJ, Moomaw CJ, Flaherty ML, Langefeld CD, Anderson CD, Rosand J, Woo D. Racial/ethnic variation of APOE alleles for lobar intracerebral hemorrhage. Neurology 2018; 91:e410-e420. [PMID: 29959260 DOI: 10.1212/wnl.0000000000005908] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 04/20/2018] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE APOE ε2 and ε4 alleles have been associated with lobar intracerebral hemorrhage (ICH) in predominately white populations; we sought to evaluate whether this held true among black and Hispanic populations. METHODS The Ethnic/Racial Variations of Intracerebral Hemorrhage study is a prospective, multicenter case-control study of ICH among white, black, and Hispanic participants. Controls were recruited to match cases based on age, ethnicity/race, sex, and geographic location. APOE genotyping and ICH location was determined blinded to clinical data. RESULTS There were 907 cases of lobar ICH and 2,660 controls with APOE results. Both APOE ε2 (odds ratio [OR] 1.5, 95% confidence interval [CI] 1.1-2.0, p = 0.01) and APOE ε4 (OR 2.0, 95% CI 1.5-2.6, p < 1 × 10-4) were associated with lobar ICH among white participants. Among black participants, neither APOE ε2 (OR 1.0, 95% CI 0.7-1.5, p = 0.97) nor APOE ε4 (OR 1.0, 95% CI 0.7-1.4, p = 0.90) were independent risk factors for lobar ICH. Similarly, among Hispanic participants, neither APOE ε2 (OR 1.0, 95% CI 0.6-1.8, p = 0.89) nor APOE ε4 (OR 1.2, 95% CI 0.8-1.7, p = 0.36) were associated with lobar ICH. Hypertension was a significant risk factor for lobar ICH in all 3 racial/ethnic groups. CONCLUSION In contrast to Caucasian patients, in which amyloid risk factors predominate in lobar ICH, we found that hypertension was the predominant risk factor for lobar ICH. While APOE alleles are a risk factor for lobar ICH in white patients, they appear to have a much lower effect in lobar ICH in African American and Hispanic American populations. This suggests APOE ε2 and APOE ε4 do not affect lobar ICH risk homogeneously across ethnic populations. In addition, hypertension has a prominent role in lobar ICH risk, particularly among minorities.
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Affiliation(s)
- Russell P Sawyer
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston.
| | - Padmini Sekar
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Jennifer Osborne
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Steven J Kittner
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Charles J Moomaw
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Matthew L Flaherty
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Carl D Langefeld
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Christopher D Anderson
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Jonathan Rosand
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
| | - Daniel Woo
- From the Department of Neurology and Rehabilitation Medicine (R.P.S., P.S., J.O., C.J.M., M.L.F., D.W.), University of Cincinnati College of Medicine, OH; Department of Neurology (S.J.K.), Baltimore Veterans Administration Medical Center and University of Maryland School of Medicine, MD; Center for Public Health Genomics and Department of Biostatistical Sciences (C.D.L.), Wake Forest University, Winston-Salem, NC; and Center for Genomic Medicine (C.D.A., J.R.), Massachusetts General Hospital, Boston
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Rodriguez-Torres A, Murphy M, Kourkoulis C, Schwab K, Ayres AM, Moomaw CJ, Young Kwon S, Berthaud JV, Gurol ME, Greenberg SM, Viswanathan A, Anderson CD, Flaherty M, James ML, Birnbaum L, Yong Sung G, Parikh G, Boehme AK, Mayson D, Sheth KN, Kidwell C, Koch S, Frankel M, Langefeld CD, Testai FD, Woo D, Rosand J, Biffi A. Hypertension and intracerebral hemorrhage recurrence among white, black, and Hispanic individuals. Neurology 2018; 91:e37-e44. [PMID: 29875221 DOI: 10.1212/wnl.0000000000005729] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 04/04/2018] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE To clarify whether recurrence risk for intracerebral hemorrhage (ICH) is higher among black and Hispanic individuals and whether this disparity is attributable to differences in blood pressure (BP) measurements and their variability. METHODS We analyzed data from survivors of primary ICH enrolled in 2 separate studies: (1) the longitudinal study conducted at Massachusetts General Hospital (n = 759), and (2) the ERICH (Ethnic/Racial Variations of Intracerebral Hemorrhage) study (n = 1,532). Participants underwent structured interview at enrollment (including self-report of race/ethnicity) and were followed longitudinally via phone calls and review of medical records. We captured systolic BP (SBP) and diastolic BP measurements, and quantified variability as SBP and diastolic BP variation coefficients. We used multivariable (Cox regression) survival analysis to identify risk factors for ICH recurrence. RESULTS We followed 2,291 ICH survivors (1,121 white, 529 black, 605 Hispanic, and 36 of other race/ethnicity). Both black and Hispanic patients displayed higher SBP during follow-up (p < 0.05). Black participants also displayed greater SBP variability during follow-up (p = 0.032). In univariable analyses, black and Hispanic patients were at higher ICH recurrence risk (p < 0.05). After adjusting for BP measurements and their variability, both Hispanic (hazard ratio = 1.51, 95% confidence interval 1.14-2.00, p = 0.004) and black (hazard ratio = 1.98, 95% confidence interval 1.36-2.86, p < 0.001) patients remained at higher risk of ICH recurrence. CONCLUSION Black and Hispanic patients are at higher risk of ICH recurrence; hypertension severity (average BP and its variability) does not fully account for this finding. Additional studies will be required to further elucidate determinants for this health disparity.
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Affiliation(s)
- Axana Rodriguez-Torres
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Meredith Murphy
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Christina Kourkoulis
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Kristin Schwab
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Alison M Ayres
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Charles J Moomaw
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Soo Young Kwon
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Jimmy V Berthaud
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - M Edip Gurol
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Steven M Greenberg
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Anand Viswanathan
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Christopher D Anderson
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Matthew Flaherty
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Michael L James
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Lee Birnbaum
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Gene Yong Sung
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Gunjan Parikh
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Amelia K Boehme
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Douglas Mayson
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Kevin N Sheth
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Chelsea Kidwell
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Sebastian Koch
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Michael Frankel
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Carl D Langefeld
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Fernando D Testai
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Daniel Woo
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Jonathan Rosand
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine
| | - Alessandro Biffi
- From the University of California Irvine School of Medicine (A.R.-T.); Hemorrhagic Stroke Research Program (A.R.-T., M.M., C. Kourkoulis, K.S., A.M.A., M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), and Department of Neurology (A.R.-T., M.M., C. Kourkoulis, M.E.G., S.M.G., A.V., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; Department of Neurology and Rehabilitation Medicine (C.J.M., S.Y.K., M. Flaherty, D.W.), University of Cincinnati, OH; Department of Neurology (J.V.B.), University of Virginia Medical Center, Charlottesville; Department of Neurology (M.L.J.), Duke University Hospital, Durham, NC; Department of Neurology and Neurosurgery (L.B.), University of Texas Health Science Center at San Antonio; Department of Neurology (G.Y.S.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (G.P.), University of Maryland Medical Center, Baltimore; Department of Neurology (A.K.B.), Columbia University, New York, NY; Department of Neurology (D.M.), Georgetown University Medical Center, Washington, DC; Department of Neurology (K.N.S.), Yale University School of Medicine, New Haven, CT; Department of Neurology (C. Kidwell), University of Arizona College of Medicine, Tucson; Department of Neurology (S.K.), University of Miami Health System, FL; Department of Neurology (M. Frankel), Emory University School of Medicine, Atlanta, GA; Department of Biostatistical Sciences (C.D.L.), Wake Forest School of Medicine, Winston-Salem, NC; and Department of Neurology and Rehabilitation (F.D.T.), University of Illinois at Chicago College of Medicine.
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Lehman LL, Khoury JC, Taylor JM, Yeramaneni S, Sucharew H, Alwell K, Moomaw CJ, Peariso K, Flaherty M, Khatri P, Broderick JP, Kissela BM, Kleindorfer DO. Pediatric Stroke Rates Over 17 Years: Report From a Population-Based Study. J Child Neurol 2018; 33:463-467. [PMID: 29673287 PMCID: PMC5935572 DOI: 10.1177/0883073818767039] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
We previously published rates of pediatric stroke using our population-based Greater Cincinnati Northern Kentucky Stroke Study (GCNK) for periods July 1993-June 1994 and 1999. We report population-based rates from 2 additional study periods: 2005 and 2010. We identified all pediatric strokes for residents of the GCNK region that occurred in July 1, 1993-June 30, 1994, and calendar years 1999, 2005, and 2010. Stroke cases were ascertained by screening discharge ICD-9 codes, and verified by a physician. Pediatric stroke was defined as stroke in those <20 years of age. Stroke rates by study period, overall, by age and by race, were calculated. Eleven children died within 30 days, yielding an all-cause case fatality rate of 15.7% (95% confidence interval 1.1%, 26.4%) with 3 (27.3%) ischemic, 6 (54.5%) hemorrhagic, and 2 (18.2%) unknown stroke type. The pediatric stroke rate of 4.4 per 100 000 in the GCNK study region has not changed over 17 years.
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Affiliation(s)
| | - Jane C. Khoury
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - J. Michael Taylor
- Division of Neurology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Samrat Yeramaneni
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH,Center for Clinical Effectiveness, Baylor Scott & White Health, Dallas, TX
| | - Heidi Sucharew
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Kathleen Alwell
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
| | - Katrina Peariso
- Division of Neurology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Matthew Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
| | - Pooja Khatri
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
| | - Joseph P. Broderick
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
| | - Brett M. Kissela
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
| | - Dawn O Kleindorfer
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH
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Slavin SJ, Sucharew H, Alwell K, Moomaw CJ, Woo D, Adeoye O, Flaherty ML, Ferioli S, McMullan J, Mackey J, De Los Rios La Rosa F, Martini S, Kissela BM, Kleindorfer DO. Prehospital neurological deterioration in stroke. Emerg Med J 2018; 35:507-510. [PMID: 29703777 DOI: 10.1136/emermed-2017-207265] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [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: 10/19/2017] [Revised: 03/06/2018] [Accepted: 04/16/2018] [Indexed: 01/23/2023]
Abstract
BACKGROUND AND PURPOSE Patients with stroke can experience neurological deterioration in the prehospital setting. We evaluated patients with stroke to determine factors associated with prehospital neurological deterioration (PND). METHODS Among the Greater Cincinnati/Northern Kentucky region (population ~1.3 million), we screened all 15 local hospitals' admissions from 2010 for acute stroke and included patients aged ≥20. The GCS was compared between emergency medical services (EMS) arrival and hospital arrival, with decrease ≥2 points considered PND. Data obtained retrospectively included demographics, medical history and medication use, stroke subtype (eg, ischaemic stroke (IS), intracerebral haemorrhage (ICH), subarachnoid haemorrhage (SAH)) and IS subtype (eg, small vessel, large vessel, cardioembolic), seizure at onset, time intervals between symptom onset, EMS arrival and hospital arrival, EMS level of training, and blood pressure and serum glucose on EMS arrival. RESULTS Of 2708 total patients who had a stroke, 1092 patients (median (IQR) age 74 (61-83) years; 56% women; 21% black) were analysed. PND occurred in 129 cases (12%), including 9% of IS, 24% of ICH and 16% of SAH. In multivariable analysis, black race, atrial fibrillation, haemorrhagic subtype and ALS level of transport were associated with PND. CONCLUSION Haemorrhage and atrial fibrillation is associated with PND in stroke, and further investigation is needed to establish whether PND can be predicted. Further studies are also needed to assess whether preferential transport of patients with deterioration to hospitals equipped with higher levels of care is beneficial, identify why race is associated with deterioration and to test therapies targeting PND.
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Affiliation(s)
- Sabreena J Slavin
- Department of Neurology, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Heidi Sucharew
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Kathleen Alwell
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Opeolu Adeoye
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Matthew L Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Simona Ferioli
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jason McMullan
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jason Mackey
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Felipe De Los Rios La Rosa
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA.,Baptist Health Neuroscience Center, Miami, Florida, USA
| | - Sharyl Martini
- McNair Campus, Baylor College of Medicine Medical Center, Houston, Texas, USA
| | - Brett M Kissela
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Dawn O Kleindorfer
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
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Shah M, Birnbaum L, Rasmussen J, Sekar P, Moomaw CJ, Osborne J, Vashkevich A, Woo D. Effect of Hyperosmolar Therapy on Outcome Following Spontaneous Intracerebral Hemorrhage: Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) Study. J Stroke Cerebrovasc Dis 2018; 27:1061-1067. [PMID: 29305272 PMCID: PMC5845468 DOI: 10.1016/j.jstrokecerebrovasdis.2017.11.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 07/22/2017] [Revised: 11/02/2017] [Accepted: 11/10/2017] [Indexed: 12/29/2022] Open
Abstract
PURPOSE We aimed to identify the effect of hyperosmolar therapy (mannitol and hypertonic saline) on outcomes after intracerebral hemorrhage (ICH) in the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study. METHODS Comparison of ICH cases treated with hyperosmolar therapy versus untreated cases was performed using a propensity score based on age, initial Glasgow Coma Scale, location of ICH (lobar, deep, brainstem, and cerebellar), log-transformed initial ICH volume, presence of intraventricular hemorrhage, and surgical interventions. ERICH subjects with a pre-ICH modified Rankin Scale (mRS) score of 3 or lower were included. Treated cases were matched 1:1 to untreated cases by the closest propensity score (difference ≤.15), gender, and race and ethnicity (non-Hispanic white, non-Hispanic black, or Hispanic). The McNemar and the Wilcoxon signed-rank tests were used to compare 3-month mRS outcomes between the 2 groups. Good outcome was defined as a 3-month mRS score of 3 or lower. RESULTS As of December 31, 2013, the ERICH study enrolled 2279 cases, of which 304 hyperosmolar-treated cases were matched to 304 untreated cases. Treated cases had worse outcome at 3 months compared with untreated cases (McNemar, P = .0326), and the mean 3-month mRS score was lower in the untreated group (Wilcoxon, P = .0174). Post hoc analysis revealed more brain edema, herniation, and death at discharge for treated cases. CONCLUSIONS Hyperosmolar therapy was not associated with better 3-month mRS outcomes for ICH cases in the ERICH study. This finding likely resulted from greater hyperosmolar therapy use in patients with edema and herniation rather than those agents leading to worse outcomes. Further studies should be performed to determine if hyperosmolar agents are effective in preventing poor outcomes.
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Affiliation(s)
- Manan Shah
- Department of Neurology, UT Health Houston, Houston, Texas
| | - Lee Birnbaum
- Department of Neurology, UT Health San Antonio, San Antonio, Texas.
| | | | - Padmini Sekar
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Charles J Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Jennifer Osborne
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Anastasia Vashkevich
- Department of Neurology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
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Ni Y, Alwell K, Moomaw CJ, Woo D, Adeoye O, Flaherty ML, Ferioli S, Mackey J, De Los Rios La Rosa F, Martini S, Khatri P, Kleindorfer D, Kissela BM. Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis. PLoS One 2018; 13:e0192586. [PMID: 29444182 PMCID: PMC5812624 DOI: 10.1371/journal.pone.0192586] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Accepted: 01/26/2018] [Indexed: 01/30/2023] Open
Abstract
Objective 1) To develop a machine learning approach for detecting stroke cases and subtypes from hospitalization data, 2) to assess algorithm performance and predictors on real-world data collected by a large-scale epidemiology study in the US; and 3) to identify directions for future development of high-precision stroke phenotypic signatures. Materials and methods We utilized 8,131 hospitalization events (ICD-9 codes 430–438) collected from the Greater Cincinnati/Northern Kentucky Stroke Study in 2005 and 2010. Detailed information from patients’ medical records was abstracted for each event by trained research nurses. By analyzing the broad list of demographic and clinical variables, the machine learning algorithms predicted whether an event was a stroke case and, if so, the stroke subtype. The performance was validated on gold-standard labels adjudicated by stroke physicians, and results were compared with stroke classifications based on ICD-9 discharge codes, as well as labels determined by study nurses. Results The best performing machine learning algorithm achieved a performance of 88.57%/93.81%/92.80%/93.30%/89.84%/98.01% (accuracy/precision/recall/F-measure/area under ROC curve/area under precision-recall curve) on stroke case detection. For detecting stroke subtypes, the algorithm yielded an overall accuracy of 87.39% and greater than 85% precision on individual subtypes. The machine learning algorithms significantly outperformed the ICD-9 method on all measures (P value<0.001). Their performance was comparable to that of study nurses, with better tradeoff between precision and recall. The feature selection uncovered a subset of predictive variables that could facilitate future development of effective stroke phenotyping algorithms. Discussion and conclusions By analyzing a broad array of patient data, the machine learning technologies held promise for improving detection of stroke diagnosis, thus unlocking high statistical power for subsequent genetic and genomic studies.
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Affiliation(s)
- Yizhao Ni
- Department of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, United States of America
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
- * E-mail:
| | - Kathleen Alwell
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Opeolu Adeoye
- Department of Emergency Medicine and Neurosurgery, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Matthew L. Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Simona Ferioli
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Jason Mackey
- Department of Neurology, Indiana University, Indianapolis, Indiana, United States of America
| | | | - Sharyl Martini
- Michael E. DeBakey VA Medical Center, Houston, Texas, United States of America
| | - Pooja Khatri
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Dawn Kleindorfer
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Brett M. Kissela
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
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Sánchez van Kammen M, Moomaw CJ, van der Schaaf IC, Brown RD, Woo D, Broderick JP, Mackey JS, Rinkel GJE, Huston J, Ruigrok YM. Heritability of circle of Willis variations in families with intracranial aneurysms. PLoS One 2018; 13:e0191974. [PMID: 29377946 PMCID: PMC5788367 DOI: 10.1371/journal.pone.0191974] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 01/15/2018] [Indexed: 11/24/2022] Open
Abstract
Background Intracranial aneurysms more often occur in the same arterial territory within families. Several aneurysm locations are associated with specific circle of Willis variations. We investigated whether the same circle of Willis variations are more likely to occur in first-degree relatives than in unrelated individuals. Methods We assessed four circle of Willis variations (classical, A1-asymmetry, incomplete posterior communicating artery and fetal circulation) in two independent groups of families with familial aneurysms and ≥2 first-degree relatives with circle of Willis imaging on MRA/CTA. In each (index) family we determined the proportion of first-degree relatives with the same circle of Willis variation as the proband and compared it to the proportion of first-degree relatives of a randomly selected unrelated (comparison) family who had the same circle of Willis variation as the index family’s proband. Concordance in index families and comparison families was compared with a conditional logistic events/trials model. The analysis was simulated 1001 times; we report the median concordances, odds ratios (ORs), and 95% confidence intervals (95%CI). The groups were analysed separately and together by meta-analysis. Results We found a higher overall concordance in circle of Willis configuration in index families than in comparison families (meta-analysis, 244 families: OR 2.2, 95%CI 1.6–3.0) mostly attributable to a higher concordance in incomplete posterior communicating artery (meta-analysis: OR 2.8, 95%CI 1.8–4.3). No association was found for the other three circle of Willis variations. Conclusions In two independent groups of families with familial aneurysms, the incomplete PcomA variation occurred more often within than between families suggesting heritability of this circle of Willis variation. Further studies should investigate genetic variants associated with circle of Willis formation.
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Affiliation(s)
- Mayte Sánchez van Kammen
- Department of Neurology and Neurosurgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Charles J. Moomaw
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | | | - Robert D. Brown
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Joseph P. Broderick
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Jason S. Mackey
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Gabriël J. E. Rinkel
- Department of Neurology and Neurosurgery, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - John Huston
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Ynte M. Ruigrok
- Department of Neurology and Neurosurgery, University Medical Centre Utrecht, Utrecht, the Netherlands
- * E-mail:
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Kleindorfer DO, Moomaw CJ, Alwell K, Khatri P, Woo D, Flaherty ML, Adeoye O, Martini S, Mackey J, De Los Rios La Rosa F, Ferioli S, Kissela BM. Abstract TMP61: Acute Ischemic Stroke Emergency Department Arrival Times in the Extended Time Window Within a Population. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.tmp61] [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
Introduction:
With the recent positive clinical trial extending the time window for endovascular therapy out to 24 hours, we sought to describe the arrival times of acute ischemic stroke patients within the 6-24 hour time frame within a large biracial population representative of the US in terms of % black, age, and socioeconomic indicators.
Methods:
We identified all ischemic stroke (IS) cases by screening all local hospital ICD-9 codes 430-436 among residents of the Greater Cincinnati/Northern Kentucky Stroke Study region, a biracial population of 1.3 million in 2010. Study nurses abstracted relevant information from the medical record, including symptom onset and ED arrival times, and all potential cases were physician reviewed. Arrival time was defined as the elapsed time between symptom onset time (either the witnessed onset time, or time last seen normal) and time of ED arrival. Only cases presenting to an ED were included in this analysis. Student’s t-test and Wilcoxon rank sum tests were used as appropriate.
Results:
In 2010, there were 1980 IS cases presenting to a local emergency department, who were 21.3% black, 55.1% female, with a median age of 69.4 (SD 14.9). See Figure for distribution of arrival times. Patients arriving > 6 hours were significantly younger (age 68.8 vs. 70.7, p=0.007), more frequently female (56.6% vs. 52.0%, p = 0.05) and had less severe infarcts (NIHSS median (IQR) was 3 (1-6) vs. 4 (1-11), p<0.0001), compared to those arriving </= 6 hrs. No significant differences by race or baseline disability were observed.
Discussion:
In our population, inclusion of 6-24hr ED arrival times allows 34% more of our ischemic stroke population to be arriving within a timeframe of possible intervention/reperfusion therapy. Further exploration of eligibility criteria, in addition to time, for extended time-window embolectomy within a population is needed to assist centers as they change their systems of care.
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Kleindorfer DO, Mark E, Moomaw CJ, Stanton R, Haverbusch M, Flaherty ML, Woo D. Abstract 192: Anticoagulation Decision-Making in ICH Patients With Atrial Fibrillation: Quality-Adjusted Decision Model Outcomes. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.192] [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:
While patients (pts) with atrial fibrillation (AF) face a risk of ischemic events, AF pts with intracerebral hemorrhage (ICH) are at increased risk of bleeding with anticoagulation (AC). Optimal decision-making must weigh the tradeoffs between these competing risks. Our goal was to analyze the impact of AC decisions on projected quality-adjusted life years (QALYs) pts with both ICH and AF within a population.
Methods:
The Genetic and Environmental Risk Factors for Hemorrhagic Stroke (GERFHS III) Study is a population-based evaluation of spontaneous ICH among residents of the five-county Greater Cincinnati/Northern Kentucky study region. The study period was 7/08-12/12. Pts with ICH and AF surviving the hospital stay were included. Medical history and demographics were entered into the Atrial Fibrillation Decision Support Tool, which is a 29-state Markov decision analytic model that projects patient-level QALYs for 7 thromboprophylaxis treatment strategies, using published event rates from CHADSVASC, HAS-B(L)ED, the Friberg ICH prediction model and clinical trials of anticoagulants (including warfarin and direct anticoagulants, DOACs), as well as published rates of outcomes for each possible event.
Results:
In the study period, there were 1186 cases of spontaneous ICH, 232 with a-fib, of which 123 were excluded because of inpatient death/discharge to hospice. Among the 109 cases, the aggregate net loss for AC was 16.9 QALYs; however there were 10 cases (9%) that gained > 0.1 QALYs with AC. The table displays a heat map showing aggregate gain/loss of QALYs with AC (compared with no treatment) for the cohort, displayed by their CHADSVASC and HASBED scores.
Conclusion:
We found that 91% of our ICH pts with AF would have either no change or a loss of QALYs with AC. However, given lower bleeding rates with DOACs, anticoagulation may be beneficial in a very select subset of AF pts with ICH. Thresholds for AC treatment should be considered carefully in this population.
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Kissela BM, Khoury JC, Alwell K, Moomaw CJ, Haverbusch M, Woo D, Flaherty ML, Star MJ, Demel SL, Ferioli S, Mackey J, De Los Rios La Rosa F, Walsh K, Gillow S, Kleindorfer DO. Abstract WP162: Outcomes and Long-Term Mortality After Ischemic Stroke in the Young: A Preliminary Analysis From the Greater Cincinnati/Northern Kentucky Stroke Study. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.wp162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [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
Introduction:
There is a trend towards ischemic stroke (IS) occurring at younger ages. We sought to better characterize outcomes and mortality over 3 years by age at time of stroke within a large, biracial population.
Methods:
Incident IS were ascertained during the 2005 and 2010 study periods of our population based epidemiology study via ICD-9 codes 430-436. Research nurse coordinators performed medical record abstraction on all potential events, which were then adjudicated by study physicians as case/not a case. Abstractions included discharge or 30-day outcomes (if available) as measured by modified Rankin scale (mRS). Mortality for IS events out to 3 years was determined via all available information including the Social Security Death Index. We compared the outcomes and post-stroke mortality by 20-55 (young stroke) versus >55 years, and by decade. Descriptive statistics are reported as n (%), and mean (SD) or median (25
th
and 75
th
%ile) as appropriate. The primary analysis examined the effect of age, race and sex using regression, life table and proportional hazards models.
Results:
Results are shown in the table. IS in the young occurred more frequently among black cases. The median rNIHSS was 3 although the NIHSS distribution trended towards more severe IS in the older age group. Young strokes had lower baseline and 30-day mRS. The mortality rate was greater in the older ages, at each time point and overall. After adjusting for race, sex and stroke severity the hazard ratio for lower survival in the strokes >55 years old was 4.03 (95% CI 3.15, 5.17).
Conclusion:
IS patients < 55 years old are less likely to die after stroke. Young stroke occurs in demographically different populations than older strokes and this group would benefit from further study.
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Buchberger D, Sucharew H, Alwell K, Moomaw CJ, Haverbusch M, Woo D, Flaherty ML, Demel SL, Ferioli S, Mackey J, De Los Rios La Rosa F, Walsh K, Gillow S, Star M, Kleindorfer DO, Kissela B. Abstract WMP91: Post-Stroke Healthcare Utilization: Patterns in Stroke Follow-up Care in a Community Hospital System - A Preliminary Analysis From the Greater Cincinnati/Northern Kentucky Stroke Study. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.wmp91] [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
Introduction:
Immediate post-stroke discharge destination is easily determined. Long-term disposition and healthcare utilization is more difficult to study due to the variability in outcomes, including multiple transitions for many patients. We sought to longitudinally determine place of residence and physician follow-up in a defined population.
Methods:
Our population-based stroke epidemiology study retrospectively ascertains hospitalized ischemic and hemorrhagic strokes via ICD-9/10 codes within 5 counties in the greater Cincinnati metropolitan region. For this study, post-stroke dispositions and physician encounters for ischemic strokes that presented to one healthcare system of 4 community hospitals from 1/1/15 to 12/31/15 were analyzed by mining patient electronic medical records (EMRs). Disposition was analyzed at discharge, 3, and 6 months post-stroke, and outpatient and emergency department (ED) visits, and hospital admissions, were tabulated at 3, 6, and 12 months. The first post-discharge physician encounter was also assessed, and time to encounter was considered. Previous analysis has shown that this network is relatively self-contained with few transfers to other health systems, making it ideal for this study.
Results:
See figure for details. Only 17% of the cohort saw a neurologist within 1 year, whereas 73% saw a primary care provider (PCP) and 37% saw a cardiologist. PCPs accounted for 56% of the first post-stroke encounters. Over 24% of the cohort visited the ED or were re-hospitalized before having their first outpatient visit.
Conclusions:
In a community setting, PCPs are responsible for the majority of post-stroke care, and fewer than one in five patients sees a neurologist post-stroke. Future work will include additional analysis to determine whether the results from this health system are consistent with others in our region.
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Affiliation(s)
- David Buchberger
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Heidi Sucharew
- Div of Biostatistics and Epidemiology, Cincinnati Children’s Hosp Med Cntr, Cincinnati, OH
| | - Kathleen Alwell
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Charles J Moomaw
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Mary Haverbusch
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Daniel Woo
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | | | | | - Simona Ferioli
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | | | | | - Kyle Walsh
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | - Sabreena Gillow
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | | | | | - Brett Kissela
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
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47
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Van Sanford C, Walsh KB, Sekar P, Moomaw CJ, Woo D. Abstract 127: Untreated Hypertension After Intracerebral Hemorrhage. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.127] [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
Objective:
We previously reported that 46.9% of acute intracerebral hemorrhage (ICH) patients had untreated hypertension (HTN) on admission. We sought to investigate the prevalence of untreated HTN among patients at follow-up after ICH.
Methods:
ERICH (Ethnic/Racial Variations of Intracerebral Hemorrhage) is a prospective multi-center study of ICH among whites, blacks, and Hispanics. Cases were enrolled at 42 recruitment sites. Subjects’ ethnicity, history of HTN, type of insurance, HTN medications, and level of education were collected. Patients were considered to have HTN if they received this diagnosis prior to or during initial ICH admission. Stroke events at follow-up included ischemic stroke, transient ischemic attack, subarachnoid hemorrhage, and recurrent ICH. Medication use was also recorded at follow-up.
Results:
Of 3,000 cases of ICH, there were 1,822 with HTN who had at least one follow-up, of which 9.4% had untreated HTN. Compared with treated patients at 3 months, those untreated at 3 months more frequently were white or Hispanic (p=0.0064), female (p=0.0236), over 65 years old (p<0.0001), or on Medicare (p<0.0001). Among those treated at 3 months, 60.5% were prescribed beta blockers, 54.9% calcium channel blockers, 52.9% ACE inhibitors, 31.5% diuretics, 16.6% vasodilators, 12.6% angiotensin receptor blockers, 10.3% alpha agonists, 2.8% nitrates, 2.5% alpha blockers, and 3.7% others. Stroke events occurred by 12 months in 5.5% of treated compared with 5.6% of untreated patients.
Conclusions:
Despite a high rate of untreated HTN at admission, the rate at follow-up was substantially lower. Overall, Hispanics were more likely and blacks less likely to be untreated than whites. Despite the lack of difference in stroke events identified among treated versus untreated patients, there was limited power to identify differences in a short-term follow-up due to a low rate of stroke recurrence and a low proportion of untreated HTN.
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48
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Savalia K, Sekar P, Moomaw CJ, Koch S, Sheth KN, Woo D, Mayson D. Abstract 132: Utility of Prophylactic Antiepileptic Drug Administration on Seizure Prevention and Disability Following Intracerebral Hemorrhage in the Ethnic/Racial Variations of Intracerebral Hemorrhage Study. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.132] [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 & Purpose:
Intracerebral hemorrhage (ICH) has the highest morbidity and mortality rate of any stroke subtype and clinicians often administer prophylactic anti-epileptic drugs (AEDs) as a means of preventing post-stroke seizures, particularly following lobar hemorrhage (LH). However, evidence for AED efficacy in preventing seizures and reducing disability is lacking given difficulty executing randomized prospective trials. We report an analysis of data from a large prospective observational study of ICH that evaluates the effect of prophylactic AED administration on seizure occurrence and disability following ICH.
Methods:
Primary analysis was performed on 1636 patients with ICH enrolled in the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study with subset analysis completed in patients with primary LH (n=562). A propensity score for administration of prophylactic AED was based on age, gender, race, ICH volume, location, presence of intraventricular hemorrhage, ventriculostomy, surgery, GCS, history of ischemic stroke, diabetes, sepsis, dementia, alcohol use and illicit drug use; patients were matched by the closest propensity score (difference <0.1). McNemar’s test was used to compare the occurrence of seizure and disability, defined by Modified Rankin Score (mRS) ≥ 3 at 3 months post ICH, in the treated and untreated groups. Similarly, analysis was performed on patients with LH by matching 281 treated patients with 281 untreated patients.
Results:
Of the 818 matched pairs of patients who were treated with prophylactic AEDs, there was no significant difference in seizure occurrence (p=0.6799) or disability (p=0.6521). Subset analysis of 281 matched pairs of patients with LH revealed no significant difference in seizure occurrence (p=0.1161) or disability (p=0.9146) between those treated with prophylactic AED and untreated patients.
Conclusions:
While prophylactic AED treatment of ICH is not recommended by current guidelines, clinical use remains widespread. Data from the large prospective ERICH study clearly reveal lack of efficacy in administering AEDs for prevention of seizures and reduction of disability following ICH, thus providing strong evidence to influence clinical practice and patient care.
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Affiliation(s)
| | - Padmini Sekar
- Dept of Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | - Charles J Moomaw
- Dept of Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
| | | | - Kevin N Sheth
- 4Div of Neurocritical Care Society and Emergency Neurology, Yale Univ, New Haven, CT
| | - Daniel Woo
- Dept of Neurology and Rehabilitation Medicine, Univ of Cincinnati, Cincinnati, OH
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49
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Kwon SY, Van Sanford C, Murphy R, Moomaw CJ, Haverbusch M, Sekar P, Flaherty ML, Woo D. Abstract WP345: Pre-Intracerebral Hemorrhage Antiplatelet and Anticoagulant Use and Differences in Hospital Course; A Population-Based Study. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.wp345] [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
Objective:
Patients on antiplatelet (AP) or anticoagulant (AC) agents cause more alarm when they develop intracerebral hemorrhage (ICH) compared with non-users. This analysis aimed to quantitatively evaluate the differences in the hospital course of ICH patients based on underlying AP and/or AC use, using a population-based cohort.
Methods:
Genetic and Environmental Risk Factors for Hemorrhagic Stroke (GERFHS III) was a population-based study of spontaneous ICH among residents of the five-county Greater Cincinnati/Northern Kentucky region between July 2008 and December 2012. Baseline demographics, medications, hospital course, and discharge disposition were collected. Initial and subsequent computed tomography (CT) images of the head were reviewed to assess ICH location, volume, and presence of intraventricular hemorrhage (IVH). Change in ICH volume was calculated when repeat CT image was available.
Results:
There were 1121 cases of ICH during the study period. A higher proportion of white patients were on AP or AC than other races (56.4% vs. 39.7%, p<.0001). The majority of patients with subsequent imaging experienced an increase in ICH size. Patients taking AC pre-ICH had a larger increase in volume despite more frequent use of pro-thrombotic therapy. There was no difference in IVH incidence based on AP or AC use. Length of stay and surgical hematoma evacuation rates were similar among the groups. Inpatient mortality was higher in AC users (44.4% vs. 21.3%, p<.0001), but was virtually the same for AP users as for non-users. Of 272 pre-ICH AP users, 86 (31.6%) were discharged on AP (8 on dual AP). Of 91 pre-ICH AC users, 11 (12%) were discharged on AC.
Conclusion:
Pre-ICH AC use was associated with greater ICH volume increase and inpatient death. There was no significant difference in number of IVH, rate of surgical treatment, or length of stay. Inpatient mortality did not differ between AP users and non-users.
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50
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Marini S, Langefeld CD, Lena UK, Moomaw CJ, Testai FD, Kittner SJ, James ML, Rosand J, Woo D, Anderson CD. Abstract 53: Comparison of Genetic Ancestry versus Self-Identified Race and Ethnicity as Risk Factor for Intracerebral Hemorrhage. Stroke 2018. [DOI: 10.1161/str.49.suppl_1.53] [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
Introduction:
Vascular risk factors (VRFs) and their net effects vary across ethnic populations. We hypothesized that use of DNA-based ancestry informative markers (AIMs), compared with self-reported race/ethnicity (SIRE), would result in better prediction of VRFs and thus improve risk modeling in intracerebral hemorrhage (ICH) across U.S. minority populations.
Methods:
Using data from the Ethnic/Racial Variations of Intracerebral Hemorrhage (ERICH) study (a multi-center case-control study of ICH in whites, blacks, and Hispanics), we utilized 15 AIMs to perform principal component (PC) analysis using variance-standardized relationship matrix dimension reduction. Multivariate logistic regression and tests for independent samples (X
2
and Mann-Whitney U tests) were used to compare PC-defined ancestry and SIRE in their association with VRFs, and to estimate effects within each SIRE. Finally, we compared models for ICH risk including AIMs vs. SIRE.
Results:
Among 4,935 subjects enrolled, 34.7% were blacks, 35.1% whites, and 30.2% Hispanic. PC analysis showed population structure not captured by SIRE [Figure]. Within each self-reported population, PCs values remained significantly associated with VRFs (p <0.001). Regression of PCs against VRF confirmed independent associations of PCs with hypertension across all SIRE (p <0.01) and with diabetes, hypercholesterolemia, coronary artery disease and atrial fibrillation with differing effects between populations. Akaike information criterion (6294 vs. 6286) and Davidson-MacKinnon J test (p <0.001) verified that AIMs significantly improved the ICH risk prediction model over SIRE alone.
Conclusions:
AIMs, particularly among Hispanics and blacks, provide a more detailed assessment of risk exposures in studies that include representative U.S. populations, compared with SIRE alone. This more inclusive ancestry modeling may be a useful tool to improve risk prediction accuracy across other phenotypes
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Affiliation(s)
- Sandro Marini
- Cntr for Genomic Medicine, Massachusetts General Hosp, Boston, MA
| | - Carl D Langefeld
- Cntr for Public Health Genomics and Dept of Biostatistical Sciences, Wake Forest Univ, Winston-Salem, NC
| | - Umme K Lena
- Cntr for Genomic Medicine, Massachusetts General Hosp, Boston, MA
| | - Charles J Moomaw
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
| | | | | | | | - Jonathan Rosand
- Cntr for Genomic Medicine, Massachusetts General Hosp, Boston, MA
| | - Daniel Woo
- Neurology, Univ of Cincinnati College of Medicine, Cincinnati, OH
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