1
|
Wang KKW, Barton DJ, McQuillan L, Kobeissy F, Cai G, Xu H, Yang Z, Trifilio E, Williamson JB, Rubenstein R, Robertson CS, Wagner AK. Parallel CSF and serum temporal profile assessment of axonal injury biomarkers NF-L and pNF-H: Associations with patient outcome in moderate-severe traumatic brain injury. J Neurotrauma 2024. [PMID: 38588256 DOI: 10.1089/neu.2023.0449] [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: 04/10/2024] Open
Abstract
Neurofilament-light chain (NF-L) and phosphorylated neurofilament-heavy chain (pNF-H) are axonal proteins that have been reported as potential diagnostic and prognostic biomarkers in traumatic brain injury (TBI). However, detailed temporal profiles for these proteins in blood, and interrelationships in the acute and chronic time periods post-TBI have not been established. Our objectives were 1) to characterize acute-to-chronic serum NF-L and pNF-H profiles after moderate-severe TBI, as well as acute cerebrospinal fluid (CSF) levels, 2) to evaluate CSF and serum NF-L and pNF-H associations with each other, and 3) to assess biomarker associations with global patient outcome using both the Glasgow Outcome Scale-Extended (GOS-E) and Disability Rating Scale (DRS). In this multi-cohort study, we measured serum and CSF NF-L and pNF-H levels in samples collected from two clinical cohorts (University of Pittsburgh [UPITT] and Baylor College of Medicine [BCM]) of individuals with moderate-to-severe TBI. The UPITT cohort includes 279 subjects from an observational cohort study; we obtained serum (n=277 unique subjects) and CSF (n=95 unique subjects) daily for one week, and serum every two weeks for six months. The BCM cohort included 103 subjects from a previous randomized clinical trial of erythropoietin and blood transfusion threshold after severe TBI, which showed no effect on neurological outcome between treatment arms; serum (n=99 unique subjects) and CSF (n=54 unique subjects) NF-L and pNF-H levels were measured at least daily during days (D) 0-10 post-injury. GOS-E and DRS were assessed at 6 months (both cohorts) and 12 months (UPITT cohort only). Results show serum NF-L and pNF-H gradually rise during the first 10 days and peak at D20-30 post-injury. In the UPITT cohort, acute (D0-6) NF-L and pNF-H levels correlate within CSF and serum (Spearman r=0.44-0.48; p<0.05). In the UPITT cohort, acute NF-L CSF and serum levels, as well as chronic (M2-6) serum NF-L levels, were higher among individuals with unfavorable GOS-E and worse DRS at 12 months (p<0.05, all comparisons). In the BCM cohort, higher acute serum NF-L levels were also associated with unfavorable GOS-E. Higher pNF-H serum concentrations (D0-6 and M2-6), but not CSF pNF-H, were associated with unfavorable GOS-E and worse DRS (p<0.05, all comparisons) in the UPITT cohort. Relationships between biomarker levels and favorable outcome persisted after controlling for age, sex, and GCS. This study shows for the first time that serum levels of NF-L and pNF-H peak at D20-30 post-TBI. Serum NF-L levels, and to a lesser extent pNF-H levels, are robustly associated with global patient outcomes and disability after moderate-to-severe TBI. Further studies on clinical utility as prognosis and treatment-response indicators are needed.
Collapse
Affiliation(s)
- Kevin K W Wang
- University of Florida, 3463, Emergency Medicine, Gainesville, Florida, United States
- University of Florida, 3463, Psychiatry, Gainesville, Florida, United States
- Morehouse School of Medicine, 1374, Center for Neurotrauma, Multiomics & Biomarkers, Department of Neurobiology, Neuroscience Institute, Atlanta, Georgia, United States
- North Florida/South Georgia Veterans Affairs Medical Center, Brain Rehabilitation Research Center, Gainesville, Florida, United States;
| | - David J Barton
- University of Pittsburgh, 6614, Emergency Medicine, Pittsburgh, Pennsylvania, United States;
| | - Leah McQuillan
- University of Pittsburgh, 6614, Physical Medicine and Rehabilitation, Pittsburgh, Pennsylvania, United States;
| | - Firas Kobeissy
- University of Florida, 3463, Emergency Medicine, Gainesville, Florida, United States
- University of Florida, 3463, Psychiatry, Gainesville, Florida, United States
- Morehouse School of Medicine, 1374, Center for Neurotrauma, Multiomics & Biomarkers, Department of Neurobiology, Neuroscience Institute, Atlanta, Georgia, United States;
| | - Guangzheng Cai
- University of Florida, 3463, Emergency Medicine, Gainesville, Florida, United States
- Morehouse School of Medicine, 1374, Center for Neurotrauma, Multiomics & Biomarkers, Department of Neurobiology, Neuroscience Institute, Atlanta, Georgia, United States;
| | - Haiyan Xu
- University of Florida, 3463, Emergency Medicine, Gainesville, Florida, United States;
| | - Zhihui Yang
- University of Florida, 3463, Emergency Medicine, Gainesville, Florida, United States;
| | - Erin Trifilio
- University of Florida, 3463, Psychiatry, Gainesville, Florida, United States
- North Florida/South Georgia Veterans Affairs Medical Center, Brain Rehabilitation Research Center, Gainesville, Florida, United States;
| | - John B Williamson
- University of Florida, 3463, Psychiatry, Gainesville, Florida, United States
- North Florida/South Georgia Veterans Affairs Medical Center, Brain Rehabilitation Research Center, Gainesville, Florida, United States;
| | - Richard Rubenstein
- SUNY Downstate Medical Center, Neurology, 450 Clarkson Avenue, Box #1213, Brooklyn, New York, United States, 11203;
| | - Claudia S Robertson
- Baylor College of Medicine, Neurosurgery, One Baylor Plaza, Houston, Texas, United States, 77030;
| | - Amy K Wagner
- University of Pittsburgh, 6614, Physical Medicine & Rehabilitation, Pittsburgh, Pennsylvania, United States
- University of Pittsburgh, 6614, Safar Center for Resuscitation Research, Pittsburgh, Pennsylvania, United States
- University of Pittsburgh, 6614, Neuroscience, Pittsburgh, Pennsylvania, United States
- University of Pittsburgh, 6614, Center for Neuroscience, Pittsburgh, Pennsylvania, United States;
| |
Collapse
|
2
|
Kline KE, Russell AL, Stezoski JP, Gober IG, Dimeo EG, Janesko-Feldman K, Drabek T, Kochanek PM, Wagner AK. Differential Effects of Targeted Temperature Management on Sex-Dependent Outcomes After Experimental Asphyxial Cardiac Arrest. Ther Hypothermia Temp Manag 2024. [PMID: 38386544 DOI: 10.1089/ther.2023.0061] [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: 02/24/2024] Open
Abstract
Asphyxial cardiac arrest (ACA) survivors face lasting neurological disability from hypoxic ischemic brain injury. Sex differences in long-term outcomes after cardiac arrest (CA) are grossly understudied and underreported. We used rigorous targeted temperature management (TTM) to understand its influence on survival and lasting sex-specific neurological and neuropathological outcomes in a rodent ACA model. Adult male and female rats underwent either sham or 5-minute no-flow ACA with 18 hours TTM at either ∼37°C (normothermia) or ∼36°C (mild hypothermia). Survival, temperature, and body weight (BW) were recorded over the 14-day study duration. All rats underwent neurological deficit score (NDS) assessment on days 1-3 and day 14. Hippocampal pathology was assessed for cell death, degenerating neurons, and microglia on day 14. Although ACA females were less likely to achieve return of spontaneous circulation (ROSC), post-ROSC physiology and biochemical profiles were similar between sexes. ACA females had significantly greater 14-day survival, NDS, and BW recovery than ACA males at normothermia (56% vs. 29%). TTM at 36°C versus 37°C improved 14-day survival in males, producing similar survival in male (63%) versus female (50%). There were no sex or temperature effects on CA1 histopathology. We conclude that at normothermic conditions, sex differences favoring females were observed after ACA in survival, NDS, and BW recovery. We achieved a clinically relevant ACA model using TTM at 36°C to improve long-term survival. This model can be used to more fully characterize sex differences in long-term outcomes and test novel acute and chronic therapies.
Collapse
Affiliation(s)
- Kelsey E Kline
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ashley L Russell
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jason P Stezoski
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ian G Gober
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Emma G Dimeo
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Keri Janesko-Feldman
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Tomas Drabek
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Patrick M Kochanek
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amy K Wagner
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
3
|
Rubenstein R, McQuillan L, Wang KKW, Robertson C, Chang B, Yang Z, Xu H, Williamson J, Wagner AK. Temporal Profiles of P-Tau, T-Tau, and P-Tau:Tau Ratios in Cerebrospinal Fluid and Blood from Moderate-Severe Traumatic Brain Injury Patients and Relationship to 6-12 Month Global Outcomes. J Neurotrauma 2024; 41:369-392. [PMID: 37725589 DOI: 10.1089/neu.2022.0479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023] Open
Abstract
Traumatic brain injury (TBI) can initiate progressive injury responses, which are linked to increased risk of neurodegenerative diseases known as "tauopathies." Increased post-TBI tau hyperphosphorylation has been reported in brain tissue and biofluids. Acute-to-chronic TBI total (T)-tau and phosphorylated (P)-tau temporal profiles in the cerebrospinal fluid (CSF) and serum and their relationship to global outcome is unknown. Our multi-site longitudinal study examines these concurrent profiles acutely (CSF and serum) and also characterizes the acute- to-chronic serum patterns. Serial serum and CSF samples from individuals with moderate-to-severe TBI were obtained from two cohorts (acute, subacute, and chronic samples from University of Pittsburgh [UPitt] [n = 286 unique subjects] and acute samples from Baylor College of Medicine [BCM] [n = 114 unique subjects]) and assayed for T-tau and P-tau using the Rolling Circle Amplification-Surround Optical Fiber ImmunoAssay platform. Biokinetic analyses described serum T-tau and P-tau temporal patterns. T-tau and P-tau levels are compared with those in healthy controls (n = 89 for both CSF and serum), and univariate/multivariable associations are made with global outcome, including the Disability Rating Scale (DRS) and the Glasgow Outcome Scale-Extended (GOS-E) scores at 3 and 6 months post-TBI (BCM cohort) and at 6 and 12 months post-TBI (UPitt cohort). For both the UPitt and BCM cohorts, temporal increases in median serum and CSF T-tau and P-tau levels occurred over the first 5 days post-injury, while the initial increases of P-tau:T-tau ratio plateaued by day 4 post-injury (UPitt: n = 99, BCM: n = 48). Biokinetic analyses with UPitt data showed novel findings that T-tau (n = 74) and P-tau (n = 87) reached delayed maximum levels at 4.5 and 5.1 days, while exhibiting long serum half-lives (152 and 123 days), respectively. The post-TBI rise in acute (days 2-6) serum P-tau (up to 276-fold) far outpaced that of T-tau (7.3-fold), leading to a P-tau:T-tau increase of up to 267-fold, suggesting a shift toward tau hyperphosphorylation. BCM analyses showed that days 0-6 mean CSF T-tau and P-tau levels and P-tau:T-tau ratios were associated with greater disability (DRS) (n = 48) and worse global outcome (GOS-E) (n = 48) 6 months post-injury. Days 0-6 mean serum T-tau, P-tau, and P-tau:T-tau ratio were not associated with outcome in either cohort (UPitt: n = 145 [DRS], n = 154 [GOS-E], BCM: n = 99 [DRS and GOS-E]). UPitt multivariate models showed that higher chronic (months 1-6) mean P-tau levels and P-tau:T-tau ratio, but not T-tau levels, are associated with greater disability (DRS: n = 119) and worse global outcomes (GOS-E: n = 117) 12 months post-injury. This work shows the potential importance of monitoring post-TBI T-tau and P-tau levels over time. This multi-site longitudinal study features concurrent acute TBI T-tau and P-tau profiles in CSF and serum, and also characterizes acute-to-chronic serum profiles. Longitudinal profiles, along with no temporal concordance between trajectory groups over time, imply a sustained post-TBI shift in tau phosphorylation dynamics that may favor tauopathy development chronically.
Collapse
Affiliation(s)
- Richard Rubenstein
- Department of Neurology, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Leah McQuillan
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kevin K W Wang
- Department of Emergency Medicine, McKnight Brain Institute, University of Florida, Gainesville, Florida, USA
| | - Claudia Robertson
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Binggong Chang
- Department of Neurology, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Zhihui Yang
- Department of Psychiatry and Neuroscience, University of Florida, Gainesville, Florida, USA
| | - Haiyan Xu
- Department of Psychiatry and Neuroscience, University of Florida, Gainesville, Florida, USA
| | - John Williamson
- Department of Emergency Medicine, McKnight Brain Institute, University of Florida, Gainesville, Florida, USA
- Department of Psychiatry, Malcolm Randall VA Medical Center, Gainesville, Florida, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
4
|
Robertson CS, Martinez FS, McQuillan LE, Williamson J, Lamb DG, Wang KKW, Rubenstein R, Wagner AK. Serial Measurements of Serum Glial Fibrillary Acidic Protein in Moderate-Severe Traumatic Brain Injury: Potential Utility in Providing Insights into Secondary Insults and Long-Term Outcome. J Neurotrauma 2024; 41:73-90. [PMID: 37489296 DOI: 10.1089/neu.2023.0111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/26/2023] Open
Abstract
In patients with traumatic brain injury (TBI), serum biomarkers may have utility in assessing the evolution of secondary brain injury. A panel of nine brain-injury- associated biomarkers was measured in archived serum samples over 10 days post-injury from 100 patients with moderate-severe TBI. Among the biomarkers evaluated, serum glial fibrillary acidic protein (GFAP) had the strongest associations with summary measures of acute pathophysiology, including intracranial pressure (ICP), cerebral perfusion pressure (CPP), and brain tissue pO2 (PbtO2). Group based trajectory (TRAJ) analysis was used to identify three distinct GFAP subgroups. The low TRAJ group (n = 23) had peak levels of 9.4 + 1.2 ng/mL that declined rapidly. The middle TRAJ group (n = 48) had higher peak values (31.5 + 5.0 ng/mL) and a slower decline over time. The high TRAJ group (n = 26) had very high, sustained peak values (59.6 + 12.5 ng/mL) that even rose among some patients over 10 days. Patients in the high TRAJ group had significantly higher mortality rate than patients in low and middle TRAJ groups (26.9% vs. 7.0%, p = 0.028). The frequency of poor neurological outcome (Glasgow Outcome Score Extended [GOS-E] 1-4) was 88.5% in the high TRAJ group, 54.2% in the middle TRAJ group, and 30.4% in the low TRAJ group (p < 0.001). ICP was highest in the high TRAJ group (median 17.6 mm Hg), compared with 14.4 mmHg in the low and 15.9 mm Hg in middle TRAJ groups (p = 0.002). High TRAJ patients spent the longest time with ICP >25 mm Hg, median 23 h, compared with 2 and 6 h in the low and middle TRAJ groups (p = 0.006), and the longest time with ICP >30 mm Hg, median 5 h, compared with 0 and 1 h in the low and middle TRAJ groups, respectively (p = 0.013). High TRAJ group patients more commonly required tier 2 or 3 treatment to control ICP. The high TRAJ group had the longest duration when CPP was <50 mm Hg (p = 0.007), and PbtO2 was <10 mm Hg (p = 0.002). Logistical regression was used to study the relationship between temporal serum GFAP patterns and 6-month GOS-E. Here, the low and middle TRAJ groups were combined to form a low-risk group, and the high TRAJ group was designated the high-risk group. High TRAJ group patients had a greater chance of a poor 6-month GOS-E (p < 0.0001). When adjusting for baseline injury characteristics, GFAP TRAJ group membership remained associated with GOS-E (p = 0.003). When an intensive care unit (ICU) injury burden score, developed to quantify physiological derangements, was added to the model, GFAP TRAJ group membership remained associated with GOS-E (p = 0.014). Mediation analysis suggested that ICU burden scores were in the causal pathway between TRAJ group and 6-month mortality or GOS-E. Our results suggest that GFAP may be useful to monitor serially in moderate-severe TBI patients. Future studies in larger cohorts are needed to confirm these results.
Collapse
Affiliation(s)
| | | | - Leah E McQuillan
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John Williamson
- Brain Rehabilitation Research Center, Malcolm Randall VA Medical Center, Gainesville, Florida, USA
- Department of Psychiatry, College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Damon G Lamb
- Brain Rehabilitation Research Center, Malcolm Randall VA Medical Center, Gainesville, Florida, USA
- Department of Psychiatry, College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Kevin K W Wang
- Brain Rehabilitation Research Center, Malcolm Randall VA Medical Center, Gainesville, Florida, USA
- Department of Emergency Medicine, College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Richard Rubenstein
- Department of Neurology, State University of New York-Downstate Health Sciences University, Brooklyn, New York, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
5
|
Kochanek PM, Simon DW, Wagner AK. Targeting interleukin-6 after cardiac arrest-Let us not forget the brain. Resuscitation 2023; 184:109715. [PMID: 36736948 DOI: 10.1016/j.resuscitation.2023.109715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 02/04/2023]
Affiliation(s)
- Patrick M Kochanek
- Critical Care Medicine, Anesthesiology, Pediatrics, and Clinical and Translational Science, Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Rangos Research Center - 6th floor, 4401 Penn Avenue, Pittsburgh, PA 15224, United States.
| | - Dennis W Simon
- Departments of Critical Care Medicine and Pediatrics, University of Pittsburgh School of Medicine, Safar Center for Resuscitation Research, Children's Neuroscience Institute, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA 15224, United States.
| | - Amy K Wagner
- Neuroscience, Departments of Physical Medicine & Rehabilitation and Neuroscience, Center for Neuroscience, Safar Center for Resuscitation Research, Clinical and Translational Science Institute, University of Pittsburgh School of Medicine, 3471 Fifth Avenue, Suite 202, Pittsburgh, PA 15261, United States.
| |
Collapse
|
6
|
Fisher LB, Curtiss JE, Klyce DW, Perrin PB, Juengst SB, Gary KW, Niemeier JP, Hammond FM, Bergquist TF, Wagner AK, Rabinowitz AR, Giacino JT, Zafonte RD. Using Machine Learning to Examine Suicidal Ideation After Traumatic Brain Injury: A Traumatic Brain Injury Model Systems National Database Study. Am J Phys Med Rehabil 2023; 102:137-143. [PMID: 35687765 PMCID: PMC9729434 DOI: 10.1097/phm.0000000000002054] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE The aim of the study was to predict suicidal ideation 1 yr after moderate to severe traumatic brain injury. DESIGN This study used a cross-sectional design with data collected through the prospective, longitudinal Traumatic Brain Injury Model Systems network at hospitalization and 1 yr after injury. Participants who completed the Patient Health Questionnaire-9 suicide item at year 1 follow-up ( N = 4328) were included. RESULTS A gradient boosting machine algorithm demonstrated the best performance in predicting suicidal ideation 1 yr after traumatic brain injury. Predictors were Patient Health Questionnaire-9 items (except suicidality), Generalized Anxiety Disorder-7 items, and a measure of heavy drinking. Results of the 10-fold cross-validation gradient boosting machine analysis indicated excellent classification performance with an area under the curve of 0.882. Sensitivity was 0.85 and specificity was 0.77. Accuracy was 0.78 (95% confidence interval, 0.77-0.79). Feature importance analyses revealed that depressed mood and guilt were the most important predictors of suicidal ideation, followed by anhedonia, concentration difficulties, and psychomotor disturbance. CONCLUSIONS Overall, depression symptoms were most predictive of suicidal ideation. Despite the limited clinical impact of the present findings, machine learning has potential to improve prediction of suicidal behavior, leveraging electronic health record data, to identify individuals at greatest risk, thereby facilitating intervention and optimization of long-term outcomes after traumatic brain injury.
Collapse
Affiliation(s)
- Lauren B. Fisher
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Joshua E. Curtiss
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Daniel W. Klyce
- Central Virginia Veterans Affairs Health Care System, Richmond, VA; Sheltering Arms Institute, Richmond, VA; Virginia Commonwealth University Health System, Richmond, VA
| | - Paul B. Perrin
- Central Virginia Veterans Affairs Health Care System, Richmond, VA; Department of Psychology and Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA
| | - Shannon B. Juengst
- Department of Physical Medicine and Rehabilitation, UT Southwestern Medical Center, Dallas, TX
| | - Kelli W. Gary
- Department of Rehabilitation Counseling, Virginia Commonwealth University, Richmond, VA
| | | | - Flora McConnell Hammond
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, IN; Rehabilitation Hospital of Indiana, Indianapolis, IN
| | | | - Amy K. Wagner
- Departments of Physical Medicine & Rehabilitation and Neuroscience, Center for Neuroscience, Safar Center for Resuscitation Research, Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh PA
| | | | - Joseph T. Giacino
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Ross D. Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA; Massachusetts General Hospital, Boston, MA; Brigham and Women’s Hospital, Boston, MA; Harvard Medical School, Boston, MA
| |
Collapse
|
7
|
Herrera-Escobar JP, Reidy E, Phuong J, Brasel KJ, Cuschieri J, Fallat M, Potter BK, Price MA, Bulger EM, Haider AH, Bonne S, Brasel KJ, Cuschieri J, de Roon-Cassini T, Dicker RA, Fallat M, Ficke JR, Gabbe B, Gibran NS, Heinemann AW, Ho V, Kao LS, Kellam JF, Kurowski BG, Levy-Carrick NC, Livingston D, Mandell SP, Manley GT, Michetti CP, Miller AN, Newcomb A, Okonkwo D, Potter BK, Seamon M, Stein D, Wagner AK, Whyte J, Yonclas P, Zatzick D, Zielinski MD. Developing a National Trauma Research Action Plan: Results from the long-term outcomes research gap Delphi survey. J Trauma Acute Care Surg 2022; 93:854-862. [PMID: 35972140 DOI: 10.1097/ta.0000000000003747] [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: 12/29/2022]
Abstract
BACKGROUND In the National Academies of Sciences, Engineering, and Medicine 2016 report on trauma care, the establishment of a National Trauma Research Action Plan to strengthen and guide future trauma research was recommended. To address this recommendation, the Department of Defense funded the Coalition for National Trauma Research to generate a comprehensive research agenda spanning the continuum of trauma and burn care. We describe the gap analysis and high-priority research questions generated from the National Trauma Research Action Plan panel on long-term outcomes. METHODS Experts in long-term outcomes were recruited to identify current gaps in long-term trauma outcomes research, generate research questions, and establish the priority for these questions using a consensus-driven, Delphi survey approach from February 2021 to August 2021. Panelists were identified using established Delphi recruitment guidelines to ensure heterogeneity and generalizability including both military and civilian representation. Panelists were encouraged to use a PICO format to generate research questions: Patient/Population, Intervention, Compare/Control, and Outcome model. On subsequent surveys, panelists were asked to prioritize each research question on a 9-point Likert scale, categorized to represent low-, medium-, and high-priority items. Consensus was defined as ≥60% of panelists agreeing on the priority category. RESULTS Thirty-two subject matter experts generated 482 questions in 17 long-term outcome topic areas. By Round 3 of the Delphi, 359 questions (75%) reached consensus, of which 107 (30%) were determined to be high priority, 252 (70%) medium priority, and 0 (0%) low priority. Substance abuse and pain was the topic area with the highest number of questions. Health services (not including mental health or rehabilitation) (64%), mental health (46%), and geriatric population (43%) were the topic areas with the highest proportion of high-priority questions. CONCLUSION This Delphi gap analysis of long-term trauma outcomes research identified 107 high-priority research questions that will help guide investigators in future long-term outcomes research. LEVEL OF EVIDENCE Diagnostic Tests or Criteria; Level IV.
Collapse
Affiliation(s)
- Juan P Herrera-Escobar
- From the Center for Surgery and Public Health (J.P.H.-E., E.R., A.H.H.), Brigham and Women's Hospital, Harvard Medical School, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Biomedical Informatics and Medical Education (J.P.), University of Washington, Seattle, Washington; Division of Trauma, Critical Care and Acute Care Surgery (K.J.B.), Oregon Health and Science University, Portland, Oregon; Department of Surgery (J.C.), University of San Francisco California, San Francisco, California; Department of Surgery (M.F.), University of Louisville, Louisville, Kentucky; Walter Reed Department of Surgery (B.K.P.), Uniformed Services University, Bethesda, Maryland; Coalition for National Trauma Research (M.A.P.), San Antonio, Texas; Department of Surgery (E.M.B.), University of Washington, Seattle, Washington; Office of the Dean, Aga Khan University Medical College (A.H.H.), Karachi, Pakistan
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
8
|
Knigge P, Lundberg S, Wagner AK, Strange JE, Gislason G, Fosboel E, Zahir D, Andersson C, Butt JH, Koeber L, Schou M. Temporal trends in end-stage renal disease in patients with heart failure with or without diabetes: a nationwide study from 2002 to 2017. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.895] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Advances in treatment of heart failure (HF) have increased survival rates. However, whether the improved life expectancy for HF patients has resulted in an increased risk of a significant comorbidity like end-stage renal disease (ESRD) is less clear. Renal dysfunction is associated with increased morbidity and mortality in HF and constitutes an important prognostic factor for HF. Further, diabetes (DM) is closely related to both HF and ESRD, but it is unknown how DM affects the risk of ESRD in patients with HF.
Purpose
To investigate temporal trends in ESRD in patients with HF and the subsequent risk of mortality stratified by DM.
Methods
Using Danish nationwide registies, we identified patients, aged 18 to 100 years, with incident HF between 2002 and 2017. The outcomes were ESRD (defined as dialysis treatment), worsening of HF (wHF, defined as rehospitalization for HF) and all-cause mortality. Three study periods were investigated 2002–2006, 2007–2011 and 2012–2017. We estimated crude 5-year incidence rates (per 1000/person-years) of the outcomes stratified by DM. Multivariate Cox regression models were performed for all outcomes stratified by DM. Further, we computed the 1-year all-cause mortality risk after diagnosis with ESRD.
Results
Of 124,141 patients with HF, 50,690 (41%) were women and the median age was 74.5 years [95% confidence interval (CI) 64.5–82.8]. At baseline DM was present in 20% of the patients. These patients were older, more often men and more comorbid than HF patients without DM. Over time (2002–2006 to 2012–2017) the incidence rates of ESRD (9.0 to 7.9 and 2.1 to 1.9 per 1000/person-years for DM and no-DM, respectively) and wHF (124.0 to 124.8 and 84.3 to 81.9 per 1000/person-years for DM and no-DM) remained stable, while all-cause mortality rates decreased (217.0 to 170.3 and 172.9 to 127.8 per 1000/person-years for DM and no-DM). The incidence of ESRD was lower compared with the incidence of wHF and all-cause mortality [Figure 1]. HF patients with DM had significantly higher associated rates of all three outcomes (in 2012–2017 the rates for DM vs no-DM of ESRD: 3.99 [3.27–4.86], wHF: 1.42 [1.36–1.49], all-cause mortality: 1.36 [1.31–1.41]) compared with patients without DM. We found no significant interaction between time period and DM on the rates of outcomes (p>0.05 for all) [Figure 2]. One-year all-cause mortality risk after diagnosis with ESRD was high both for HF patients with and without DM through all time periods (identical risks and 95% CI in 2012–2017: 32% [0.25–0.39]).
Conclusions
We did not observe a change over time in the 5-year risk of ESRD for HF patients. The incidence of ESRD remained low compared to wHF and all-cause mortality. DM was associated with increased rates of all three events, not changed over time. Conversely, all-cause mortality after diagnosis with ESRD was markedly high, irrespectively of DM. Our analyses suggest that ESRD is a less common, but fatal event in HF patients.
Funding Acknowledgement
Type of funding sources: None.
Collapse
Affiliation(s)
- P Knigge
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - S Lundberg
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - A K Wagner
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - J E Strange
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - G Gislason
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - E Fosboel
- Rigshospitalet - Copenhagen University Hospital, Department of Cardiology , Copenhagen , Denmark
| | - D Zahir
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - C Andersson
- Boston University, Section of Cardiovascular Medicine , Boston , United States of America
| | - J H Butt
- Rigshospitalet - Copenhagen University Hospital, Department of Cardiology , Copenhagen , Denmark
| | - L Koeber
- Rigshospitalet - Copenhagen University Hospital, Department of Cardiology , Copenhagen , Denmark
| | - M Schou
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| |
Collapse
|
9
|
Lundberg S, Knigge P, Wagner AK, Strange JE, Gislason G, Andersson C, Biering-Soerensen T, Koeber L, Fosboel E, Schou M. Temporal trends in infection-related hospitalizations in patients with heart failure: a nationwide study from 1997 to 2017. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.896] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Over the last 20 years mortality has decreased for patients with heart failure (HF). However, re-hospitalization for HF is still a challenge. Further, whether the improved survival has resulted in increased rates of non HF hospitalization is unknown.
Purpose
This study examined the temporal trends in infection-related hospitalizations among new-onset HF patients and compared it to temporal trends in risk of worsening HF and death.
Methods
The study population included all Danish patients aged between 18 and 100 years old, with new-onset HF (defined according to the ICD10-code system) diagnosed between 1st January 1997 and 31st December 2017. Patients who were diagnosed with any type of cancer up to five years before their HF diagnosis were excluded to avoid cancer related infections.
The outcomes of interest were infections (defined according to the ICD10-code system) and worsening of heart failure (defined as a hospital admission with HF covering at least to dates).
The Aalen Johansen's estimator was used to estimate unadjusted 5-year absolute risk for all outcomes. Furthermore, a multivariate Cox analysis was made, and hazard ratios were estimated for the four time periods presented in a forest plot with the period 1997–2001 being the reference group. Adjustments for sex, age and history of comorbidities were conducted. Additionally, we stratified the infection outcome on different types of infections illustrated in 5-year cumulative incidence curves.
Results
The total population consisted of 147,737 patients. Over time there was a slight decrease in median age (1997–2001: 76.8 years, 2011–2017: 73.1 years) and the patients were more likely to be male (1997–2001: 53.5%, 2011–2017: 60%).
Figure 1 illustrates overall absolute risk of death decreased over time 1997–2001 (62.7% [95% CI 62.2–63.2]) vs. 2011–2017 (57.9% [95% CI 41.5–42.7]). Unadjusted curves for absolute risk showed that patients with HF had a higher risk of infection over time 1997–2001 (16.4% [95% CI 16.0–16.8] vs. 2011–2017 (24.5% [95% CI 24.0–24.9]). In contrast, they have a lower risk of worsening HF 1997–2011 (26.5% [95% CI 26.1–27.0] vs. 2011–2017 (23.2% [95% CI 22.8–23.7]). Adjusted analyses provided the same result for all outcomes illustrated in figure 2.
The risk of infection stratified by infection type, mark the risk of pneumonia infection as the most significant in all subintervals 1997–2001 (11.4% [95% CI 11.1–11.7]) vs. 2011–2017 (16.1% [95% CI 15.7–16.5]). The second most important was the risk of urogenital infection 1997–2001 (3.5% [95% CI 3.31–3.69]) vs. 2011–2017 (7.8% [95% CI 7.52–8.12]).
Conclusion
In this nationwide study, we observed that overall mortality risk and risk of hospitalization for worsening HF decreased from 1997 to 2017. In contrast, an increase in the risk of hospitalization for infection, especially pneumonia infections, increased during the same period. Future HF management programs should include strategies to prevent infections.
Funding Acknowledgement
Type of funding sources: None.
Collapse
Affiliation(s)
- S Lundberg
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - P Knigge
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - A K Wagner
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - J E Strange
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - G Gislason
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - C Andersson
- Boston University, Section of Cardiovascular Medicine , Boston , United States of America
| | - T Biering-Soerensen
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| | - L Koeber
- Rigshospitalet - Copenhagen University Hospital, Department of Cardiology , Copenhagen , Denmark
| | - E Fosboel
- Rigshospitalet - Copenhagen University Hospital, Department of Cardiology , Copenhagen , Denmark
| | - M Schou
- Herlev and Gentofte Hospital, Department of Cardiology , Copenhagen , Denmark
| |
Collapse
|
10
|
Mainali S, Aiyagari V, Alexander S, Bodien Y, Boerwinkle V, Boly M, Brown E, Brown J, Claassen J, Edlow BL, Fink EL, Fins JJ, Foreman B, Frontera J, Geocadin RG, Giacino J, Gilmore EJ, Gosseries O, Hammond F, Helbok R, Claude Hemphill J, Hirsch K, Kim K, Laureys S, Lewis A, Ling G, Livesay SL, McCredie V, McNett M, Menon D, Molteni E, Olson D, O'Phelan K, Park S, Polizzotto L, Javier Provencio J, Puybasset L, Venkatasubba Rao CP, Robertson C, Rohaut B, Rubin M, Sharshar T, Shutter L, Sampaio Silva G, Smith W, Stevens RD, Thibaut A, Vespa P, Wagner AK, Ziai WC, Zink E, Suarez JI. Correction to: Proceedings of the Second Curing Coma Campaign NIH Symposium: Challenging the Future of Research for Coma and Disorders of Consciousness. Neurocrit Care 2022; 37:608-609. [PMID: 35715614 PMCID: PMC9519697 DOI: 10.1007/s12028-022-01536-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Shraddha Mainali
- Department of Neurology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
| | - Venkatesh Aiyagari
- Neurological Surgery and Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Sheila Alexander
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yelena Bodien
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Varina Boerwinkle
- Division of Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Melanie Boly
- Departments of Neurology and Psychiatry, Wisconsin Institute for Sleep and Consciousness, University of Wisconsin, Madison, WI, USA
| | - Emery Brown
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jeremy Brown
- Office of Emergency Care Research, Division of Clinical Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Jan Claassen
- Department of Neurology, Columbia University Medical Center, New York Presbyterian Hospital, New York, NY, USA
| | - Brian L Edlow
- Department of Neurology, Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Joseph J Fins
- Division of Medical Ethics, Weill Cornell Medical College, New York, NY, USA
- Yale Law School, New Haven, CT, USA
| | - Brandon Foreman
- Division of Neurocritical Care, Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Jennifer Frontera
- Department of Neurology, New York University School of Medicine, New York, NY, USA
| | - Romergryko G Geocadin
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joseph Giacino
- Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA, USA
| | - Emily J Gilmore
- Comprehensive Epilepsy Center, Department of Neurology, Yale University, New Haven, CT, USA
| | - Olivia Gosseries
- Coma Science Group, GIGA Consciousness, University of Liege, Liege, Belgium
- Centre du Cerveau, University Hospital of Liege, Liege, Belgium
| | - Flora Hammond
- Indiana University Department of Physical Medicine and Rehabilitation, University of Indiana School of Medicine, Indianapolis, IN, USA
| | - Raimund Helbok
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - J Claude Hemphill
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Karen Hirsch
- Division of Neurocritical Care, Department of Neurology, Stanford University, Stanford, CA, USA
| | - Keri Kim
- College of Pharmacy, University of Illinois, Chicago, IL, USA
| | - Steven Laureys
- Coma Science Group, Cyclotron Research Center, University of Liege, Liege, Belgium
- Department of Neurology, Centre Hospitalier Universitaire Sart Tilman, University of Liege, Liege, Belgium
| | - Ariane Lewis
- Department of Neurology and Neurosurgery, New York University Langone Health, New York, NY, USA
| | - Geoffrey Ling
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sarah L Livesay
- Department of Adult Health and Gerontological Nursing, College of Nursing, Rush University, Chicago, IL, USA
| | - Victoria McCredie
- Interdepartmental Division of Critical Care, Department of Respirology, University of Toronto, Toronto, ON, Canada
| | - Molly McNett
- College of Nursing, Ohio State University, Columbus, OH, USA
| | - David Menon
- Division of Anaesthesia, University of Cambridge, Cambridge, UK
| | - Erika Molteni
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - DaiWai Olson
- Neuroscience Intensive Care Unit, O'Donnell Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Kristine O'Phelan
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Soojin Park
- Department of Neurology and Neurocritical Care, Columbia University, New York, NY, USA
| | - Len Polizzotto
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Jose Javier Provencio
- Department of Neurology and Neuroscience, University of Virginia, Charlottesville, VA, USA
| | - Louis Puybasset
- Department of Neuroradiology, University of Paris VI, Pierre et Marie Curie, Pitié-Salpêtrière Hospital, Paris, France
| | - Chethan P Venkatasubba Rao
- Division of Vascular Neurology and Neurocritical Care, CHI St. Luke's Health-Baylor St. Luke's Medical Center, Baylor College of Medicine, Houston, TX, USA
| | - Courtney Robertson
- Departments of Anesthesiology and Critical Care Medicine, and Pediatrics, Johns Hopkins Children's Center, The Johns Hopkins University School of Medcine, Baltimore, MD, USA
| | - Benjamin Rohaut
- Neuroscience Intensive Care Unit, Department of Neurology, Sorbonne University, Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Paris, France
| | - Michael Rubin
- Neurological Surgery and Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tarek Sharshar
- Department of Intensive Care, Paris Descartes University, Paris, France
| | | | - Gisele Sampaio Silva
- Hospital Israelita Albert Einstein, Academic Research Organization and Department of Neurology and Neurosurgery, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Wade Smith
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Robert D Stevens
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Aurore Thibaut
- Coma Science Group, GIGA Consciousness, University of Liege, Liege, Belgium
- Centre du Cerveau, University Hospital of Liege, Liege, Belgium
| | - Paul Vespa
- Ronald Reagan UCLA Medical Center, UCLA Santa Monica Medical Center, Santa Monica, CA, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Wendy C Ziai
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elizabeth Zink
- Department of Neuroscience Nursing, The Johns Hopkins Hospital, The Johns Hopkins University, Baltimore, MD, USA
| | - Jose I Suarez
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | |
Collapse
|
11
|
Mainali S, Aiyagari V, Alexander S, Bodien Y, Boerwinkle V, Boly M, Brown E, Brown J, Claassen J, Edlow BL, Fink EL, Fins JJ, Foreman B, Frontera J, Geocadin RG, Giacino J, Gilmore EJ, Gosseries O, Hammond F, Helbok R, Claude Hemphill J, Hirsch K, Kim K, Laureys S, Lewis A, Ling G, Livesay SL, McCredie V, McNett M, Menon D, Molteni E, Olson D, O'Phelan K, Park S, Polizzotto L, Javier Provencio J, Puybasset L, Venkatasubba Rao CP, Robertson C, Rohaut B, Rubin M, Sharshar T, Shutter L, Sampaio Silva G, Smith W, Stevens RD, Thibaut A, Vespa P, Wagner AK, Ziai WC, Zink E, I Suarez J. Proceedings of the Second Curing Coma Campaign NIH Symposium: Challenging the Future of Research for Coma and Disorders of Consciousness. Neurocrit Care 2022; 37:326-350. [PMID: 35534661 PMCID: PMC9283342 DOI: 10.1007/s12028-022-01505-3] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 03/29/2022] [Indexed: 12/21/2022]
Abstract
This proceedings article presents actionable research targets on the basis of the presentations and discussions at the 2nd Curing Coma National Institutes of Health (NIH) symposium held from May 3 to May 5, 2021. Here, we summarize the background, research priorities, panel discussions, and deliverables discussed during the symposium across six major domains related to disorders of consciousness. The six domains include (1) Biology of Coma, (2) Coma Database, (3) Neuroprognostication, (4) Care of Comatose Patients, (5) Early Clinical Trials, and (6) Long-term Recovery. Following the 1st Curing Coma NIH virtual symposium held on September 9 to September 10, 2020, six workgroups, each consisting of field experts in respective domains, were formed and tasked with identifying gaps and developing key priorities and deliverables to advance the mission of the Curing Coma Campaign. The highly interactive and inspiring presentations and panel discussions during the 3-day virtual NIH symposium identified several action items for the Curing Coma Campaign mission, which we summarize in this article.
Collapse
Affiliation(s)
- Shraddha Mainali
- Department of Neurology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
| | - Venkatesh Aiyagari
- Neurological Surgery and Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Sheila Alexander
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yelena Bodien
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Varina Boerwinkle
- Division of Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Melanie Boly
- Departments of Neurology and Psychiatry, Wisconsin Institute for Sleep and Consciousness, University of Wisconsin, Madison, WI, USA
| | - Emery Brown
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jeremy Brown
- Office of Emergency Care Research, Division of Clinical Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Jan Claassen
- Department of Neurology, Columbia University Medical Center, New York Presbyterian Hospital, New York, NY, USA
| | - Brian L Edlow
- Department of Neurology, Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Joseph J Fins
- Division of Medical Ethics, Weill Cornell Medical College, New York, NY, USA
- Yale Law School, New Haven, CT, USA
| | - Brandon Foreman
- Division of Neurocritical Care, Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Jennifer Frontera
- Department of Neurology, New York University School of Medicine, New York, NY, USA
| | - Romergryko G Geocadin
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joseph Giacino
- Harvard Medical School, Spaulding Rehabilitation Hospital, Boston, MA, USA
| | - Emily J Gilmore
- Comprehensive Epilepsy Center, Department of Neurology, Yale University, New Haven, CT, USA
| | - Olivia Gosseries
- Coma Science Group, GIGA Consciousness, University of Liege, Liege, Belgium
- Centre du Cerveau, University Hospital of Liege, Liege, Belgium
| | - Flora Hammond
- Indiana University Department of Physical Medicine and Rehabilitation, University of Indiana School of Medicine, Indianapolis, IN, USA
| | - Raimund Helbok
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - J Claude Hemphill
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Karen Hirsch
- Division of Neurocritical Care, Department of Neurology, Stanford University, Stanford, CA, USA
| | - Keri Kim
- College of Pharmacy, University of Illinois, Chicago, IL, USA
| | - Steven Laureys
- Coma Science Group, Cyclotron Research Center, University of Liege, Liege, Belgium
- Department of Neurology, Centre Hospitalier Universitaire Sart Tilman, University of Liege, Liege, Belgium
| | - Ariane Lewis
- Department of Neurology and Neurosurgery, New York University Langone Health, New York, NY, USA
| | - Geoffrey Ling
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sarah L Livesay
- Department of Adult Health and Gerontological Nursing, College of Nursing, Rush University, Chicago, IL, USA
| | - Victoria McCredie
- Interdepartmental Division of Critical Care, Department of Respirology, University of Toronto, Toronto, ON, Canada
| | - Molly McNett
- College of Nursing, Ohio State University, Columbus, OH, USA
| | - David Menon
- Division of Anaesthesia, University of Cambridge, Cambridge, UK
| | - Erika Molteni
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - DaiWai Olson
- Neuroscience Intensive Care Unit, O'Donnell Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Kristine O'Phelan
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Soojin Park
- Department of Neurology and Neurocritical Care, Columbia University, New York, NY, USA
| | - Len Polizzotto
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Jose Javier Provencio
- Department of Neurology and Neuroscience, University of Virginia, Charlottesville, VA, USA
| | - Louis Puybasset
- Department of Neuroradiology, University of Paris VI, Pierre et Marie Curie, Pitié-Salpêtrière Hospital, Paris, France
| | - Chethan P Venkatasubba Rao
- Division of Vascular Neurology and Neurocritical Care, CHI St. Luke's Health-Baylor St. Luke's Medical Center, Baylor College of Medicine, Houston, TX, USA
| | - Courtney Robertson
- Departments of Anesthesiology and Critical Care Medicine, and Pediatrics, Johns Hopkins Children's Center, The Johns Hopkins University School of Medcine, Baltimore, MD, USA
| | - Benjamin Rohaut
- Neuroscience Intensive Care Unit, Department of Neurology, Sorbonne University, Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Paris, France
| | - Michael Rubin
- Neurological Surgery and Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tarek Sharshar
- Department of Intensive Care, Paris Descartes University, Paris, France
| | | | - Gisele Sampaio Silva
- Hospital Israelita Albert Einstein, Academic Research Organization and Department of Neurology and Neurosurgery, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Wade Smith
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Robert D Stevens
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Aurore Thibaut
- Coma Science Group, GIGA Consciousness, University of Liege, Liege, Belgium
- Centre du Cerveau, University Hospital of Liege, Liege, Belgium
| | - Paul Vespa
- Ronald Reagan UCLA Medical Center, UCLA Santa Monica Medical Center, Santa Monica, CA, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Wendy C Ziai
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elizabeth Zink
- Department of Neuroscience Nursing, The Johns Hopkins Hospital, The Johns Hopkins University, Baltimore, MD, USA
| | - Jose I Suarez
- Division of Neurosciences Critical Care, Departments of Anesthesiology and Critical Care Medicine, Neurology, and Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | |
Collapse
|
12
|
Klyce DW, Perrin PB, Fisher LB, Hammond FM, Juengst SB, Bergquist TF, Rabinowitz AR, Wagner AK, Bombardier CH, Niemeier JP, Gary KW, Giacino JT, Zafonte RD. Identifying group-based patterns of suicidal ideation over the first 10 years after moderate-to-severe TBI. J Clin Psychol 2021; 78:877-891. [PMID: 34825373 DOI: 10.1002/jclp.23282] [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: 06/22/2021] [Revised: 09/16/2021] [Accepted: 10/06/2021] [Indexed: 11/07/2022]
Abstract
OBJECTIVE To identify group-based patterns in suicidal ideation (SI) over the first 10 years after traumatic brain injury (TBI). METHODS Participants included 9539 individuals in the TBI Model Systems National Database who responded to Patient Health Questionnaire-9 Item 9 assessing SI at 1, 2, 5, and/or 10 years post-injury. A k-means cluster analysis was conducted to determine group-based patterns of SI, and pre-injury variables were compared with ANOVAs and chi-square tests. RESULTS SI and attempts decreased over time. Four group-based patterns emerged: Low, increasing, moderate, and decreasing SI. The low SI group comprised 89% of the sample, had the highest pre-injury employment, fewer mental health vulnerabilities, least severe injuries, and were oldest. The increasing SI group had the most severe TBIs, were youngest, and disproportionately Black or Asian/Pacific Islander. CONCLUSION These findings reinforce the importance of mental health and suicide risk assessment during chronic recovery from TBI.
Collapse
Affiliation(s)
- Daniel W Klyce
- Mental Health Service, Central Virginia Veterans Affairs Health Care System, Richmond, Virginia, USA.,Psychology Service, Sheltering Arms Institute, Richmond, Virginia, USA.,Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University Health System, Richmond, Virginia, USA
| | - Paul B Perrin
- Mental Health Service, Central Virginia Veterans Affairs Health Care System, Richmond, Virginia, USA.,Department of Psychology, Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Lauren B Fisher
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Flora M Hammond
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, Indiana, USA.,Department of Physical Medicine and Rehabilitation, Rehabilitation Hospital of Indiana, Indianapolis, Indiana, USA
| | - Shannon B Juengst
- The Institute for Rehabilitation Research, Memorial Hermann, Houston, Texas, USA
| | - Thomas F Bergquist
- Department of Psychiatry & Psychology, Department of Physical Medicine & Rehabilitation, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Amanda R Rabinowitz
- Brain Injury Neuropsychology Laboratory, Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania, USA
| | - Amy K Wagner
- Departments of Physical Medicine & Rehabilitation and Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Charles H Bombardier
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - Janet P Niemeier
- Department of Physical Medicine and Rehabilitation, University of Alabama, Birmingham, Alabama, USA
| | - Kelli W Gary
- Department of Rehabilitation Counseling, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, Massachusetts, USA.,Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA
| | - Ross D Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, Massachusetts, USA.,Department of Physical Medicine and Rehabilitation, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA.,Department of Physical Medicine and Rehabilitation, Brigham and Women's Hospital, Boston, Massachusetts, USA
| |
Collapse
|
13
|
Barton DJ, Kumar RG, Schuster AA, Juengst SB, Oh BM, Wagner AK. Acute Cortisol Profile Associations With Cognitive Impairment After Severe Traumatic Brain Injury. Neurorehabil Neural Repair 2021; 35:1088-1099. [PMID: 34689657 DOI: 10.1177/15459683211048771] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Cognitive impairments commonly occur after traumatic brain injury (TBI) and affect daily functioning. Cortisol levels, which are elevated during acute hospitalization for most individuals after severe TBI, can influence cognition, but this association has not been studied previously in TBI. OBJECTIVE We hypothesized that serum and cerebral spinal fluid (CSF) cortisol trajectories over days 0-5 post-injury are associated with cognition 6-month post-injury. METHODS We examined 94 participants with severe TBI, collected acute serum and/or CSF samples over days 0-5 post-injury, and compared cortisol levels to those in 17 healthy controls. N = 88 participants had serum, and n = 84 had CSF samples available for cortisol measurement and had neuropsychological testing 6 months post-injury. Group based trajectory analysis (TRAJ) was used to generate temporal serum and CSF cortisol profiles which were examined for associations with neuropsychological performance. We used linear regression to examine relationships between cortisol TRAJ groups and both overall and domain-specific cognition. RESULTS TRAJ analysis identified a high group and a decliner group for serum and a high group and low group for CSF cortisol. Multivariable analysis showed serum cortisol TRAJ group was associated with overall cognitive composites scores (P = .024) and with executive function (P = .039) and verbal fluency (P = .029) domain scores. CSF cortisol TRAJ group was associated with overall cognitive composite scores (P = .021) and domain scores for executive function (P = .041), verbal fluency (P = .031), and attention (P = .034). CONCLUSIONS High acute cortisol trajectories are associated with poorer cognition 6 months post-TBI.
Collapse
Affiliation(s)
- David J Barton
- Department of Emergency Medicine, 480740University of Pittsburgh, Pittsburgh, PA, USA
| | - Raj G Kumar
- Department of Physical Medicine & Rehabilitation, 171669University of Pittsburgh, Pittsburgh, PA, USA.,Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Alexandria A Schuster
- Department of Physical Medicine & Rehabilitation, 171669University of Pittsburgh, Pittsburgh, PA, USA
| | - Shannon B Juengst
- Department of Physical Medicine & Rehabilitation, University of Texas Southwestern, Dallas, TX, USA.,Department of Applied Clinical Research, University of Texas Southwestern, Dallas, TX, USA
| | - Byung-Mo Oh
- Department of Rehabilitation Medicine, Seoul National University, Seoul, KR
| | - Amy K Wagner
- Department of Physical Medicine & Rehabilitation, 171669University of Pittsburgh, Pittsburgh, PA, USA.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, USA.,Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.,Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.,Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, USA
| |
Collapse
|
14
|
Perrin PB, Klyce DW, Fisher LB, Juengst SB, Hammond FM, Gary KW, Niemeier JP, Bergquist TF, Bombardier CH, Rabinowitz AR, Zafonte RD, Wagner AK. Relations among Suicidal Ideation, Depressive Symptoms, and Functional Independence during the Ten Years after Traumatic Brain Injury: A Model Systems Study. Arch Phys Med Rehabil 2021; 103:69-74. [PMID: 34364849 DOI: 10.1016/j.apmr.2021.07.790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 07/01/2021] [Accepted: 07/06/2021] [Indexed: 11/02/2022]
Abstract
OBJECTIVE To investigate relative causality in relations among suicidal ideation (SI), depressive symptoms, and functional independence over the first 10 years after traumatic brain injury (TBI). DESIGN Prospective longitudinal design with data collected through the TBI Model Systems (TBIMS) network at acute rehabilitation hospitalization, as well as 1, 2, 5, and 10 years after injury. SETTING United States Level I/II trauma centers and inpatient rehabilitation centers with telephone follow-up. PARTICIPANTS Individuals enrolled into the TBIMS National Database (N=9539) with at least one SI score at any follow-up data collection (72.1% male, mean age = 39.39 years). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Patient Health Questionnaire-9 and Functional Independence Measure at years 1, 2, 5, and 10 post-injury. RESULTS A cross-lagged panel structural equation model (SEM), which is meant to indirectly infer causality through longitudinal correlational data, suggested that SI, depressive symptoms, and functional independence each significantly predicted themselves over time. Within the model, bivariate correlations among variables were all significant within each time point. Between years 1 and 2 and between years 2 and 5, depressive symptoms had a larger effect on SI than SI had on depressive symptoms. Between years 5 and 10, there was reciprocal causality between the two variables. Functional independence more strongly predicted depressive symptoms than the reverse between years 1 and 2 as well as years 2 and 5, but its unique effects on SI over time were extremely marginal or absent after controlling for depressive symptoms. CONCLUSIONS A primary goal for rehabilitation and mental health providers should be to monitor and address elevated symptoms of depression as quickly as possible before they translate into SI, particularly for individuals with TBI who have reduced functional independence. Doing so may be a key to breaking the connection between low functional independence and SI.
Collapse
Affiliation(s)
- Paul B Perrin
- Central Virginia Veterans Affairs Health Care System, Department of Psychology and Department of Medicine and Rehabilitation, Richmond, VA, Virginia Commonwealth University, Richmond, VA
| | - Daniel W Klyce
- Central Virginia Veterans Affairs Health Care System, Richmond, VA, Sheltering Arms Institute, Richmond, VA, Virginia Commonwealth University Health System, Richmond, VA
| | - Lauren B Fisher
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Shannon B Juengst
- Department of Physical Medicine and Rehabilitation, UT Southwestern Medical Center, Dallas, TX
| | - Flora M Hammond
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, IN, Rehabilitation Hospital of Indiana, Indianapolis, IN
| | - Kelli W Gary
- Department of Rehabilitation Counseling, Virginia Commonwealth University, Richmond, VA
| | - Janet P Niemeier
- Department of Physical Medicine and Rehabilitation, University of Alabama, Birmingham, AL
| | | | | | | | - Ross D Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, Massachusetts General Hospital, Boston, MA, Brigham and Women's Hospital, Boston, MA, Harvard Medical School, Boston, MA
| | - Amy K Wagner
- Departments of Physical Medicine & Rehabilitation and Neuroscience, Center for Neuroscience, Safar Center for Resuscitation Research, Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh PA
| |
Collapse
|
15
|
Kitsios GD, Kotok D, Yang H, Finkelman MA, Zhang Y, Britton N, Li X, Levochkina MS, Wagner AK, Schaefer C, Villandre JJ, Guo R, Evankovich JW, Bain W, Shah F, Zhang Y, Methé BA, Benos PV, McVerry BJ, Morris A. Plasma 1,3-β-d-glucan levels predict adverse clinical outcomes in critical illness. JCI Insight 2021; 6:e141277. [PMID: 34128840 PMCID: PMC8410081 DOI: 10.1172/jci.insight.141277] [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] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 06/09/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUNDThe fungal cell wall constituent 1,3-β-d-glucan (BDG) is a pathogen-associated molecular pattern that can stimulate innate immunity. We hypothesized that BDG from colonizing fungi in critically ill patients may translocate into the systemic circulation and be associated with host inflammation and outcomes.METHODSWe enrolled 453 mechanically ventilated patients with acute respiratory failure (ARF) without invasive fungal infection and measured BDG, innate immunity, and epithelial permeability biomarkers in serially collected plasma samples.RESULTSCompared with healthy controls, patients with ARF had significantly higher BDG levels (median [IQR], 26 pg/mL [15-49 pg/mL], P < 0.001), whereas patients with ARF with high BDG levels (≥40 pg/mL, 31%) had higher odds for assignment to the prognostically adverse hyperinflammatory subphenotype (OR [CI], 2.88 [1.83-4.54], P < 0.001). Baseline BDG levels were predictive of fewer ventilator-free days and worse 30-day survival (adjusted P < 0.05). Integrative analyses of fungal colonization and epithelial barrier disruption suggested that BDG may translocate from either the lung or gut compartment. We validated the associations between plasma BDG and host inflammatory responses in 97 hospitalized patients with COVID-19.CONCLUSIONBDG measurements offered prognostic information in critically ill patients without fungal infections. Further research in the mechanisms of translocation and innate immunity recognition and stimulation may offer new therapeutic opportunities in critical illness.FUNDINGUniversity of Pittsburgh Clinical and Translational Science Institute, COVID-19 Pilot Award and NIH grants (K23 HL139987, U01 HL098962, P01 HL114453, R01 HL097376, K24 HL123342, U01 HL137159, R01 LM012087, K08HK144820, F32 HL142172, K23 GM122069).
Collapse
Affiliation(s)
- Georgios D Kitsios
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Center for Medicine and the Microbiome and.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Daniel Kotok
- Department of Pulmonary and Critical Care Medicine, Cleveland Clinic Florida, Weston Hospital, Weston, Florida, USA
| | - Haopu Yang
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,School of Medicine, Tsinghua University, Beijing, China.,Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Yonglong Zhang
- Associates of Cape Cod Inc., East Falmouth, Massachusetts, USA
| | - Noel Britton
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Center for Medicine and the Microbiome and
| | - Xiaoyun Li
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Marina S Levochkina
- Department of Infectious Diseases and Microbiology and.,Departments of Physical Medicine and Rehabilitation, Neuroscience, and Clinical and Translational Science, Center for Neuroscience, Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amy K Wagner
- Departments of Physical Medicine and Rehabilitation, Neuroscience, and Clinical and Translational Science, Center for Neuroscience, Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Caitlin Schaefer
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - John J Villandre
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Rui Guo
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Department of Emergency and Critical Care Medicine, First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - John W Evankovich
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - William Bain
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Faraaz Shah
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Yingze Zhang
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Barbara A Methé
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Center for Medicine and the Microbiome and
| | - Panayiotis V Benos
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Bryan J McVerry
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Center for Medicine and the Microbiome and.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Alison Morris
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.,Center for Medicine and the Microbiome and.,Acute Lung Injury Center of Excellence, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
16
|
Desmarais LM, Milleville KA, Wagner AK. Postoperative Treatment of Intracranial Hypotension Venous Congestion-Associated Brain Injury With Zolpidem. Am J Phys Med Rehabil 2021; 100:e89-e92. [PMID: 32932357 PMCID: PMC10485810 DOI: 10.1097/phm.0000000000001595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
ABSTRACT A previously independent 75-yr-old man developed postoperative intracranial hypotension-associated venous congestion after an elective T10-pelvis fusion, which was complicated by durotomy. Postoperative day 0 magnetic resonance imaging noted symmetric edema of the basal ganglia, thalami, and cerebellar cortex as well as smooth diffuse pachymeningeal enhancement and dural thickening, consistent with postoperative intracranial hypotension-associated venous congestion. On postoperative day 0, patient developed tonic clonic seizures, and on postoperative day 2, patient was unable to follow commands or blink to visual threat, able to track eyes to sound only, and spontaneously moved all limbs. Patient was started on zolpidem 2.5 mg on postoperative day 2, and 12 hrs later, he had significantly improved motor function, arousal, verbalization, and followed simple commands. After three doses, patient was fully alert and oriented with improved mobility and comprehension. Six zolpidem doses were administered in total, and repeat magnetic resonance imaging on postoperative day 16 showed markedly improved regional edema. The patient was admitted to a brain injury inpatient rehabilitation unit and was discharged to home 9 days later with Functional Independence Measure gain of 17. Intracranial hypotension can adversely affect primary mesocircuit structures supporting arousal. Zolpidem, a selective α-1-subunit GABA-A agonist, supports GABAergic tone in these regions. This patient's clinical presentation and recovery paralleled selective basal ganglial-thalamic edema development and resolution.
Collapse
Affiliation(s)
- Lauren M. Desmarais
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, USA
| | - Kristen A. Milleville
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, USA
| | - Amy K. Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, USA
- University of Pittsburgh Medical Center, Pittsburgh, USA
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, USA
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, USA
- Center for Neuroscience, University of Pittsburgh, Pittsburgh, USA
| |
Collapse
|
17
|
Lin M, Huang W, Kabbani N, Theiss MM, Hamilton JF, Ecklund JM, Conley YP, Vodovotz Y, Brienza D, Wagner AK, Robbins E, Sowa GA, Lipsky RH. Effect of CHRFAM7A Δ2bp gene variant on secondary inflammation after spinal cord injury. PLoS One 2021; 16:e0251110. [PMID: 33956875 PMCID: PMC8101719 DOI: 10.1371/journal.pone.0251110] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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: 11/03/2020] [Accepted: 04/20/2021] [Indexed: 11/18/2022] Open
Abstract
The α7 neuronal nicotinic acetylcholine receptors (α7nAChRs) are essential for anti-inflammatory responses. The human-specific CHRFAM7A gene and its 2bp deletion polymorphism (Δ2bp variant) encodes a structurally-deficient α7nAChRs that may impact the anti-inflammatory function. We studied 45 spinal cord injury (SCI) patients for up to six weeks post SCI to investigate the role of the Δ2bp variant on multiple circulating inflammatory mediators and two outcome measures (neuropathic pain and risk of pressure ulcers). The patient's SCI were classified as either severe or mild. Missing values were imputed. Overall genetic effect was conducted with independent sample t-test and corrected with false discovery rate (FDR). Univariate analysis and regression analysis were applied to evaluate the Δ2bp effects on temporal variation of inflammatory mediators post SCI and their interaction with outcome measures. In severe SCI, the Δ2bp carriers showed higher levels of circulating inflammatory mediators than the Δ2bp non-carriers in TNF-α (FDR = 9.6x10-4), IFN-γ (FDR = 1.3x10-3), IL-13 (FDR = 1.6x10-3), CCL11 (FDR = 2.1x10-3), IL-12p70 (FDR = 2.2x10-3), IL-8 (FDR = 2.2x10-3), CXCL10 (FDR = 3.1x10-3), CCL4 (FDR = 5.7x10-3), IL-12p40 (FDR = 7.1x10-3), IL-1b (FDR = 0.014), IL-15 (FDR = 0.024), and IL-2 (FDR = 0.037). IL-8 and CCL2 were negatively associated with days post injury (DPI) for the Δ2bp carriers (P = 2x10-7 and P = 2x10-8, respectively) and IL-5 was positively associated with DPI for the Δ2bp non-carriers (P = 0.015). Neuropathic pain was marginally positively associated with IL-13 for the Δ2bp carriers (P = 0.056). In mild SCI, the Δ2bp carriers had lower circulating levels of IL-15 (FDR = 0.04) than the Δ2bp non-carriers. Temporal variation of inflammatory mediators post SCI was not associated with the Δ2bp variant. For the mild SCI Δ2bp carriers, risk of pressure ulcers was positively associated with circulating levels of IFN-γ, CXCL10, and CCL4 and negatively associated with circulating levels of IL-12p70. These findings support an important role for the human-specific CHRFAM7A Δ2bp gene variant in modifying anti-inflammatory function of α7nAChRs following SCI.
Collapse
Affiliation(s)
- Mingkuan Lin
- School of Systems Biology, George Mason University, Fairfax, Virginia, United States of America
- Inova Neuroscience and Spine Institute, Inova Health System, Falls Church, Virginia, United States of America
- * E-mail:
| | - Wan Huang
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Nadine Kabbani
- School of Systems Biology, George Mason University, Fairfax, Virginia, United States of America
| | - Mark M. Theiss
- Department of Orthopedic Services, Inova Health System, Falls Church, Virginia, United States of America
| | - John F. Hamilton
- Inova Neuroscience and Spine Institute, Inova Health System, Falls Church, Virginia, United States of America
| | - James M. Ecklund
- Inova Neuroscience and Spine Institute, Inova Health System, Falls Church, Virginia, United States of America
| | - Yvette P. Conley
- School of Nursing and Department of Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Yoram Vodovotz
- Department of Surgery, Center for Inflammation & Regenerative Modeling in McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - David Brienza
- Rehabilitation Science &Technology, Bioengineering, McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Amy K. Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Emily Robbins
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Gwendolyn A. Sowa
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Robert H. Lipsky
- School of Systems Biology, George Mason University, Fairfax, Virginia, United States of America
- Inova Neuroscience and Spine Institute, Inova Health System, Falls Church, Virginia, United States of America
| |
Collapse
|
18
|
Jabbarinejad R, Cohen-Zimerman S, Wagner AK, Grafman J. Determinants of caregiver burden in male patients with epilepsy following penetrating traumatic brain injury. Epilepsy Behav 2021; 116:107768. [PMID: 33567399 DOI: 10.1016/j.yebeh.2021.107768] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 12/28/2020] [Accepted: 12/29/2020] [Indexed: 11/29/2022]
Abstract
PURPOSE We determined burden of caring for patients with post-traumatic epilepsy (PTE) following penetrating traumatic brain injury (TBI) and identified factors predicting higher burden. METHOD We assessed 331 caregiver-veteran dyads in Phase 2 (136 PTE, 136 non-PTE, and 59 HC dyads), 133 in Phase 4 (47 PTE, 56 non-PTE, and 30 HC dyads) - 30 years later, and 46 dyads in the follow-up study (18 PTE, 19 non-PTE, and 9 HC). Caregiver's burden was measured by Zarit Burden Index and a questionnaire. Veterans completed demographic, mental and physical well-being, quality-of-life, and medical-related information. Caregivers provided information about burden and their assessments of cognitive decline and neuropsychiatric status of the veterans. RESULTS PTE caregivers perceived significantly more burden than comparison groups at all phases. Bivariate analyses revealed that caregiver distress due to the veteran's neuropsychiatric state including cognitive decline, apathy, and disinhibition and the veteran's characteristics including older age at epilepsy onset and role limitation due to physical problems were associated with higher burden. Finally, we revealed disinhibition distress, and role imitation due to physical problems as the predictors in a model of caregiver burden. CONCLUSION Elevated PTE caregiver burden is persistent across the life span suggesting that caregivers could benefit from counseling and targeted psychosocial interventions to reduce their burden.
Collapse
Affiliation(s)
- Roxana Jabbarinejad
- Cognitive Neuroscience Laboratory, Brain Injury Research, Think+Speak Lab, Shirley Ryan Ability Lab, Northwestern University, Chicago, IL, USA.
| | - Shira Cohen-Zimerman
- Cognitive Neuroscience Laboratory, Brain Injury Research, Think+Speak Lab, Shirley Ryan Ability Lab, Northwestern University, Chicago, IL, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Jordan Grafman
- Cognitive Neuroscience Laboratory, Brain Injury Research, Think+Speak Lab, Shirley Ryan Ability Lab, Northwestern University, Chicago, IL, USA; Departments of Neurology, Psychiatry, and Cognitive Neurology & Alzheimer's Disease, Feinberg School of Medicine, Department of Psychology, Northwestern University, Chicago, IL, USA.
| |
Collapse
|
19
|
Weppner JL, Linsenmeyer MA, Wagner AK. Effects of an acute care brain injury medicine continuity consultation service on health care utilization and rehabilitation outcomes. PM R 2021; 13:1227-1236. [PMID: 33527710 DOI: 10.1002/pmrj.12563] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 12/29/2020] [Accepted: 01/15/2021] [Indexed: 11/09/2022]
Abstract
INTRODUCTION Although general physiatry acute-care consultation services are commonplace and improve length of stay (LOS), the benefits of a subspecialty physiatric continuity consultation service targeting patients with severe brain injury have not been reported. OBJECTIVES Our primary objective was to characterize patient care recommendations from a Brain Injury Medicine (BIM) Continuity Consult Service, and to investigate the effects on acute-care LOS relative to brain injury patients receiving General Physical Medicine & Rehabilitation (PM&R) Consult Services. Our secondary objectives were to examine inpatient rehabilitation (IPR) health care utilization metrics and costs between groups and evaluate clinical improvements during IPR and discharge disposition. DESIGN Retrospective cohort comparison study. SETTING Academic medical center with level 1 trauma center. PARTICIPANTS Adults with severe brain injury admitted to a single-site acute-care facility and subsequently admitted to a single inpatient brain injury rehabilitation unit over the same time period. PHYSIATRIC CARE MODELS BIM Continuity Consult Service versus General PM&R Consult Service. MAIN OUTCOME MEASURES Acute-care LOS; unplanned discharges to acute-care. RESULTS Despite no major demographic or clinical group differences, the BIM Consult Service had more patient comorbidities than General PM&R Consult Service (17.5±5.3 versus 16±5.1;P = .04). BIM Consult Service patients spent fewer days in acute care (30±11.8 versus 36±22.8; P = .008), and early BIM consult (≤7 days after admission) was associated with shorter acute-care LOS (P < .002). IPR LOS was similar between groups when considering unplanned transfers. Unplanned transfers among General PM&R Consult Service patients occurred twice as frequently as in BIM Consult Service patients; average readmission costs were $2778 per patient on the BIM Consult Service and $6702 per patient on the General PM&R Consult Service. More BIM Consult Service (85.7%) than General PM&R Consult Service (27.3%) patients emerged from disorders of consciousness during IPR (P = .02). CONCLUSIONS BIM Continuity Consultation Services were associated with shorter acute-care LOS, fewer unplanned acute-care transfers, and an increased likelihood of emerging from a minimally conscious state during IPR.
Collapse
Affiliation(s)
- Justin L Weppner
- Department of Physical Medicine and Rehabilitation, University of Virginia, Charlottesville, Virginia, USA.,Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Mark A Linsenmeyer
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Physical Medicine and Rehabilitation, Sunnyview Rehabilitation Hospital, Schenectady, New York, USA.,Sunnyview Research Institute, St. Peter's Health Partners, Albany, New York, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
20
|
Milleville KA, Awan N, Disanto D, Kumar RG, Wagner AK. Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI. Brain Behav Immun Health 2021; 11:100185. [PMID: 34589725 PMCID: PMC8474517 DOI: 10.1016/j.bbih.2020.100185] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 12/03/2020] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Cognitive dysfunction adversely effects multiple functional outcomes and social roles after TBI. We hypothesize that chronic systemic inflammation exacerbates cognitive deficits post-injury and diminishes functional cognition and quality of life (QOL). Yet few studies have examined relationships between inflammation and cognition after TBI. Associations between early chronic serum inflammatory biomarker levels, cognitive outcomes, and QOL 6-months and 12-months after moderate-to-severe TBI were identified using unweighted (uILS) and weighted (wILS) inflammatory load score (ILS) formation. METHODS Adults with moderate-to-severe TBI (n = 157) completed neuropsychological testing, the Functional Impairment Measure Cognitive Subscale (FIM-Cog) and self-reported Percent Back to Normal scale 6 months (n = 139) and 12 months (n = 136) post-injury. Serial serum samples were collected 1-3 months post-TBI. Cognitive composite scores were created as equally weighted means of T-scores derived from a multidimensional neuropsychological test battery. Median inflammatory marker levels associated with 6-month and 12-month cognitive composite T-scores (p < 0.10) were selected for ILS formation. Markers were quartiled, and quartile ranks were summed to generate an uILS. Marker-specific β-weights were derived using penalized ridge regression, multiplied by standardized marker levels, and summed to generate a wILS. ILS associations with cognitive composite scores were assessed using multivariable linear regression. Structural equation models assessed ILS influences on functional cognition and QOL using 12-month FIM-Cog and Percent Back to Normal scales. RESULTS ILS component markers included: IL-1β, TNF-α, sIL-4R, sIL-6R, RANTES, and MIP-1β. Increased sIL-4R levels were positively associated with overall cognitive composite T-scores in bivariate analyses, while remaining ILS markers were negatively associated with cognition. Multivariable receiver operator curves (ROC) showed uILS added 14.98% and 31.93% relative improvement in variance captured compared to the covariates only base model (age, sex, education, Glasgow Coma Scale score) when predicting cognitive composite scores at 6 and 12 months, respectively; wILS added 33.99% and 36.87% relative improvement in variance captured. Cognitive composite mediated wILS associations with FIM-Cog scores at 12 months, and both cognitive composite and FIM-Cog scores mediated wILS associations with QOL. CONCLUSIONS Early chronic inflammatory burden is associated with cognitive performance post-TBI. wILS explains greater variance in cognitive composite T-scores than uILS. Linking inflammatory burden associated with cognitive deficits to functional outcome post-TBI demonstrates the potential impact of immunotherapy interventions aimed at improving cognitive recovery post-TBI.
Collapse
Affiliation(s)
- Kristen A. Milleville
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA
| | - Nabil Awan
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, USA
| | - Dominic Disanto
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, USA
| | - Raj G. Kumar
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, USA
| | - Amy K. Wagner
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA
- Department of Neuroscience, University of Pittsburgh, USA
- Clinical and Translational Science Institute, University of Pittsburgh, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, USA
- Center for Neuroscience, University of Pittsburgh, USA
| |
Collapse
|
21
|
Awan N, DiSanto D, Juengst SB, Kumar RG, Bertisch H, Niemeier J, Fann JR, Kesinger MR, Sperry J, Wagner AK. Evaluating the Cross-Sectional and Longitudinal Relationships Predicting Suicidal Ideation Following Traumatic Brain Injury. J Head Trauma Rehabil 2021; 36:E18-E29. [PMID: 32769828 PMCID: PMC10280901 DOI: 10.1097/htr.0000000000000588] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Characterize relationships among substance misuse, depression, employment, and suicidal ideation (SI) following moderate to severe traumatic brain injury (TBI). DESIGN Prospective cohort study. SETTING Inpatient rehabilitation centers with telephone follow-up; level I/II trauma centers in the United States. PARTICIPANTS Individuals with moderate to severe TBI with data in both the National Trauma Data Bank and the Traumatic Brain Injury Model Systems National Database, aged 18 to 59 years, with SI data at year 1 or year 2 postinjury (N = 1377). MAIN OUTCOME MEASURE Primary outcome of SI, with secondary employment, substance misuse, and depression outcomes at years 1 and 2 postinjury. RESULTS Cross-lagged structural equation modeling analysis showed that year 1 unemployment and substance misuse were associated with a higher prevalence of year 1 depression. Depression was associated with concurrent SI at years 1 and 2. Older adults and women had a greater likelihood of year 1 depression. More severe overall injury (injury severity score) was associated with a greater likelihood of year 1 SI, and year 1 SI was associated with a greater likelihood of year 2 SI. CONCLUSIONS Substance misuse, unemployment, depression, and greater extracranial injury burden independently contributed to year 1 SI; in turn, year 1 SI and year 2 depression contributed to year 2 SI. Older age and female sex were associated with year 1 depression. Understanding and mitigating these risk factors are crucial for effectively managing post-TBI SI to prevent postinjury suicide.
Collapse
Affiliation(s)
- Nabil Awan
- Departments of Physical Medicine and Rehabilitation (Messrs Awan and DiSanto and Dr Wagner), Biostatistics (Mr Awan), Surgery (Dr Sperry), and Neuroscience (Dr Wagner), University of Pittsburgh, Pittsburgh, Pennsylvania; Center for Neuroscience (Dr Wagner), Safar Center of Resuscitation Research (Dr Wagner), School of Medicine (Mr Kesinger), and Clinical and Translational Science Institute (Dr Wagner), University of Pittsburgh, Pittsburgh, Pennsylvania; Institute of Statistical Research and Training, University of Dhaka, Dhaka, Bangladesh (Mr Awan); Departments of Physical Medicine & Rehabilitation (Dr Juengst) and Rehabilitation Counseling (Dr Juengst), University of Texas-Southwestern Medical Center, Dallas; Department of Rehabilitation Medicine, Brain Injury Research Center, Icahn School of Medicine at Mount Sinai, New York, New York (Dr Kumar); Department of Psychology, NYU Rusk Rehabilitation, Brooklyn (Dr Bertisch); Department of Physical Medicine & Rehabilitation, UAB Spain Rehabilitation Center, Birmingham, Alabama (Dr Niemeier); and Departments of Psychiatry and Behavioral Sciences (Dr Fann), Epidemiology (Dr Fann), and Rehabilitation Medicine (Dr Fann), University of Washington, Seattle
| | | | | | | | | | | | | | | | | | | |
Collapse
|
22
|
Kochanek PM, Jackson TC, Jha RM, Clark RS, Okonkwo DO, Bayır H, Poloyac SM, Wagner AK, Empey PE, Conley YP, Bell MJ, Kline AE, Bondi CO, Simon DW, Carlson SW, Puccio AM, Horvat CM, Au AK, Elmer J, Treble-Barna A, Ikonomovic MD, Shutter LA, Taylor DL, Stern AM, Graham SH, Kagan VE, Jackson EK, Wisniewski SR, Dixon CE. Paths to Successful Translation of New Therapies for Severe Traumatic Brain Injury in the Golden Age of Traumatic Brain Injury Research: A Pittsburgh Vision. J Neurotrauma 2020; 37:2353-2371. [PMID: 30520681 PMCID: PMC7698994 DOI: 10.1089/neu.2018.6203] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
New neuroprotective therapies for severe traumatic brain injury (TBI) have not translated from pre-clinical to clinical success. Numerous explanations have been suggested in both the pre-clinical and clinical arenas. Coverage of TBI in the lay press has reinvigorated interest, creating a golden age of TBI research with innovative strategies to circumvent roadblocks. We discuss the need for more robust therapies. We present concepts for traditional and novel approaches to defining therapeutic targets. We review lessons learned from the ongoing work of the pre-clinical drug and biomarker screening consortium Operation Brain Trauma Therapy and suggest ways to further enhance pre-clinical consortia. Biomarkers have emerged that empower choice and assessment of target engagement by candidate therapies. Drug combinations may be needed, and it may require moving beyond conventional drug therapies. Precision medicine may also link the right therapy to the right patient, including new approaches to TBI classification beyond the Glasgow Coma Scale or anatomical phenotyping-incorporating new genetic and physiologic approaches. Therapeutic breakthroughs may also come from alternative approaches in clinical investigation (comparative effectiveness, adaptive trial design, use of the electronic medical record, and big data). The full continuum of care must also be represented in translational studies, given the important clinical role of pre-hospital events, extracerebral insults in the intensive care unit, and rehabilitation. TBI research from concussion to coma can cross-pollinate and further advancement of new therapies. Misconceptions can stifle/misdirect TBI research and deserve special attention. Finally, we synthesize an approach to deliver therapeutic breakthroughs in this golden age of TBI research.
Collapse
Affiliation(s)
- Patrick M. Kochanek
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Travis C. Jackson
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Ruchira M. Jha
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Robert S.B. Clark
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - David O. Okonkwo
- Department of Neurological Surgery, UPMC Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Hülya Bayır
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Environmental and Occupational Health, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Samuel M. Poloyac
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania, USA
| | - Amy K. Wagner
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Philip E. Empey
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania, USA
| | - Yvette P. Conley
- Health Promotion and Development, University of Pittsburgh School of Nursing, Pittsburgh, Pennsylvania, USA
| | - Michael J. Bell
- Department of Critical Care Medicine, Children's National Medical Center, Washington, DC, USA
| | - Anthony E. Kline
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Corina O. Bondi
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Dennis W. Simon
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Shaun W. Carlson
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Ava M. Puccio
- Department of Neurological Surgery, UPMC Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Christopher M. Horvat
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Alicia K. Au
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jonathan Elmer
- Departments of Emergency Medicine and Critical Care Medicine, University of Pittsburgh School of Medicine, UPMC Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Amery Treble-Barna
- Safar Center for Resuscitation Research, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Milos D. Ikonomovic
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Lori A. Shutter
- Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - D. Lansing Taylor
- University of Pittsburgh Drug Discovery Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Andrew M. Stern
- Drug Discovery Institute, Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Steven H. Graham
- Geriatric Research Education and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Valerian E. Kagan
- Department of Environmental and Occupational Health, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Edwin K. Jackson
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Stephen R. Wisniewski
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | - C. Edward Dixon
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Geriatric Research Education and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
23
|
Kumar RG, DiSanto D, Awan N, Vaughan LE, Levochkina MS, Weppner JL, Wright DW, Berga SL, Conley YP, Brooks MM, Wagner AK. Temporal Acute Serum Estradiol and Tumor Necrosis Factor-α Associations and Risk of Death after Severe Traumatic Brain Injury. J Neurotrauma 2020; 37:2198-2210. [PMID: 32375598 DOI: 10.1089/neu.2019.6577] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [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: 12/21/2022] Open
Abstract
Severe traumatic brain injury (TBI) activates a robust systemic response that involves inflammatory and other factors, including estradiol (E2), associated with increased deaths. Tumor necrosis factor-alpha (TNFα) is a significant mediator of systemic shock, and it is an extra-gonadal transcription factor for E2 production. The study objectives were to test the hypotheses: (1) a positive feedback relationship exists between acute serum TNFα and E2; and (2) acute concentrations of E2 and TNFα are prognostic indicators of death after severe TBI. This prospective cohort study included N = 157 adults with severe TBI. Serum samples were collected for the first five days post-injury. The TNFα and E2 levels were averaged into two time epochs: first 72 h (T1) and second 72 h post-injury (T2). A cross-lag panel analysis conducted between T1 and T2 TNFα and E2 levels showed significant cross-lag effects: T1 TNFα and T1 E2 were related to T2 E2 and T2 TNFα, respectively. Cox proportional hazards multi variable regression models determined that increases in T1 E2 (hazard ratio [HR] = 1.79, 95% confidence interval [CI]: 1.15, 2.81), but not T2 E2 (HR = 0.91, 95% CI: 0.56, 1.47), were associated with increased risk of death. Increased T2 TNFα (HR = 2.47, 95% CI: 1.35, 4.53), and T1 TNFα (HR = 1.47, 95% CI: 0.99, 2.19), to a lesser degree, were associated with increased risk of death. Relationships of death with T2 TNFα and T1 E2 were mediated partially by cardiovascular, hepatic, and renal dysfunction. Both E2 and TNFα are systemic, reciprocally related biomarkers that may be indicative of systemic compromise and increased risk of death after severe TBI.
Collapse
Affiliation(s)
- Raj G Kumar
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania.,Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Dominic DiSanto
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Nabil Awan
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Leah E Vaughan
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Marina S Levochkina
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Justin L Weppner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - David W Wright
- Department of Emergency Medicine, Emory University, Atlanta, Georgia
| | - Sarah L Berga
- Department of Reproductive Endocrinology, University of Utah, Salt Lake City, Utah
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Maria M Brooks
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania.,Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania
| |
Collapse
|
24
|
Awan N, DiSanto D, Juengst SB, Kumar RG, Bertisch H, Niemeier J, Fann JR, Sperry J, Wagner AK. Interrelationships Between Post-TBI Employment and Substance Abuse: A Cross-lagged Structural Equation Modeling Analysis. Arch Phys Med Rehabil 2020; 101:797-806. [PMID: 31821796 PMCID: PMC7183422 DOI: 10.1016/j.apmr.2019.10.189] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 08/19/2019] [Accepted: 10/19/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To describe the interrelationship of postinjury employment and substance abuse (SA) among individuals with traumatic brain injury. DESIGN Structural equation model (SEM) and logistic regression analytic approach using a merged database of the National Trauma Data Bank (NTDB) and Traumatic Brain Injury Model Systems (TBIMS) National Database, with acute care and rehabilitation hospitalization data and 1, 2, and 5 year follow-up data. SETTING United States Level I/II trauma centers and inpatient rehabilitation centers with telephone follow-up. PARTICIPANTS Individuals in the TBIMS National Database successfully matched to their NTDB data, aged 18-59 years, with trauma severity, age, sex, employment, and SA data at 1, 2, and/or 5 years postinjury (N=2890). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Employment status (employed/unemployed) and SA (present/absent) at year 1, year 2, and year 5 postinjury. RESULTS SEM analysis showed older age at injury predicted lower likelihood of employment at all time points postinjury (βYR1=-0.016; βYR2=-0.006; βYR5=-0.016; all P<.001), while higher injury severity score (ISS) predicted lower likelihood of employment (β=-0.008; P=.027) and SA (β=-0.007; P=.050) at year 1. Male sex predicted higher likelihood of SA at each follow-up (βYR1=0.227; βYR2=0.184; βYR5=0.161; all P<.100). Despite associations of preinjury unemployment with higher preinjury SA, postinjury employment at year 1 predicted SA at year 2 (β=0.118; P=.028). Employment and SA during the previous follow-up period predicted subsequent employment and SA, respectively. CONCLUSIONS Employment and SA have unique longitudinal interrelationships and are additionally influenced by age, sex, and ISS. The present work suggests the need for more research on causal, confounding, and mediating factors and appropriate screening and intervention tools that minimize SA and facilitate successful employment-related outcomes.
Collapse
Affiliation(s)
- Nabil Awan
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania; Department of Biostatistics, University of Pittsburgh, Pittsburgh, Pennsylvania; Institute of Statistical Research and Training, University of Dhaka, Dhaka, Bangladesh
| | - Dominic DiSanto
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Shannon B Juengst
- Department of Physical Medicine & Rehabilitation, University of Texas-Southwestern Medical Center, Dallas, Texas; Department of Rehabilitation Counseling, University of Texas-Southwestern Medical Center, Dallas, Texas
| | - Raj G Kumar
- Department of Rehabilitation Medicine, Brain Injury Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Hilary Bertisch
- Department of Psychology, NYU Rusk Rehabilitation, New York, New York
| | - Janet Niemeier
- Department of Physical Medicine and Rehabilitation, UAB Spain Rehabilitation Center, Birmingham, Alabama
| | - Jesse R Fann
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington; Department of Epidemiology, University of Washington, Seattle, Washington; Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
| | - Jason Sperry
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania; Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania; Safar Center of Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania; Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania; Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, Pennsylvania.
| |
Collapse
|
25
|
Vijapur SM, Yang Z, Barton DJ, Vaughan L, Awan N, Kumar RG, Oh BM, Berga SL, Wang KK, Wagner AK. Anti-Pituitary and Anti-Hypothalamus Autoantibody Associations with Inflammation and Persistent Hypogonadotropic Hypogonadism in Men with Traumatic Brain Injury. J Neurotrauma 2020; 37:1609-1626. [PMID: 32111134 DOI: 10.1089/neu.2019.6780] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 12/12/2022] Open
Abstract
Traumatic brain injury (TBI) and can lead to persistent hypogonadotropic hypogonadism (PHH) and poor outcomes. We hypothesized that autoimmune and inflammatory mechanisms contribute to PHH pathogenesis. Men with moderate-to-severe TBI (n = 143) were compared with healthy men (n = 39). The TBI group provided blood samples 1-12 months post-injury (n = 1225). TBI and healthy control (n = 39) samples were assayed for testosterone (T) and luteinizing hormone (LH) to adjudicate PHH status. TBI samples 1-6 months post-injury and control samples were assayed for immunoglobulin M (IgM)/immunoglobulin G (IgG) anti-pituitary autoantibodies (APA) and anti-hypothalamus autoantibodies (AHA). Tissue antigen specificity for APA and AHA was confirmed via immunohistochemistry (IHC). IgM and IgG autoantibodies for glial fibrillary acid protein (GFAP) (AGA) were evaluated to gauge APA and AHA production as a generalized autoimmune response to TBI and to evaluate the specificity of APA and AHA to PHH status. An inflammatory marker panel was used to assess relationships to autoantibody profiles and PHH status. Fifty-one men with TBI (36%) had PHH. An age-related decline in T levels by both TBI and PHH status were observed. Injured men had higher APA IgM, APA IgG, AHA IgM, AHA IgG, AGA IgM, and AGA IgG than controls (p < 0.0001 all comparisons). However, only APA IgM (p = 0.03) and AHA IgM (p = 0.03) levels were lower in the PHH than in the non-PHH group in multivariate analysis. There were no differences in IgG levels by PHH status. Multiple inflammatory markers were positively correlated with IgM autoantibody production. PHH was associated with higher soluble tumor-necrosis-factor receptors I/II, (sTNFRI, sTNFRII), regulated on activation, normal T-cell expressed and secreted (RANTES) and soluble interleukin-2-receptor-alpha (sIL-2Rα) levels. Higher IgM APA, and AHA, but not AGA, in the absence of PHH may suggest a beneficial or reparative role for neuroendocrine tissue-specific IgM autoantibody production against PHH development post-TBI.
Collapse
Affiliation(s)
- Sushupta M Vijapur
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Zhihui Yang
- Brain Rehabilitation Research Center, Malcom Randall VA Medical Center, North Florida / South Georgia Veterans Health System, Gainesville, Florida, USA.,Department of Emergency Medicine, Psychiatry and Neuroscience, University of Florida, Gainesville, Florida, USA
| | - David J Barton
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Leah Vaughan
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Nabil Awan
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Raj G Kumar
- Mount Sinai, Icahn School of Medicine, New York, New York, USA
| | - Byung-Mo Oh
- Department of Rehabilitation Medicine, Seoul National University, Seoul, South Korea
| | - Sarah L Berga
- Department of Obstetrics and Gynecology, University of Utah Health Sciences Center, Salt Lake City, Utah, USA
| | - Kevin K Wang
- Department of Emergency Medicine, Psychiatry and Neuroscience, University of Florida, Gainesville, Florida, USA.,Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Amy K Wagner
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Clinical and Translational Science Institute, University of Pittsburgh, Pennsylvania, USA
| |
Collapse
|
26
|
Kim E, Seo HG, Lee HH, Lee SH, Choi SH, Cho WS, Wagner AK, Oh BM. Altered White Matter Integrity after Mild to Moderate Traumatic Brain Injury. J Clin Med 2019; 8:jcm8091318. [PMID: 31461987 PMCID: PMC6780936 DOI: 10.3390/jcm8091318] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [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: 07/12/2019] [Revised: 08/22/2019] [Accepted: 08/24/2019] [Indexed: 12/14/2022] Open
Abstract
(1) Background: White matter changes among individuals with mild-to-moderate traumatic brain injury (TBI) may be sensitive imaging markers reflecting functional impairment, particularly in the context of post-concussion syndrome. The objective of this study was to examine the altered white matter integrity in mild-to-moderate TBI patients compared with age-matched normal controls. (2) Methods: Diffusion tensor imaging data from 15 individuals with TBI and 15 control subjects were retrospectively obtained. We investigated and compared white matter integrity in both groups, with regard to fractional anisotropy (FA), radial diffusivity (RD), and axial diffusivity (AD) and examined the relationship with cognitive dysfunction and impaired balance in patients. (3) Results: In comparison with controls, the TBI patients had significantly decreased FA as well as increased RD, in the right corticospinal tract. Decreased RD was observed in the left cerebellar area near the middle cerebellar peduncle. Decreased AD was observed in the left inferior cerebellar peduncle, showing positive correlation with poor balance control. We observed decreased FA and increased AD in the left superior longitudinal fasciculus showing positive and negative correlation, respectively, with cognitive function in the TBI group. (4) Conclusions: Altered white matter integrity in mild-to-moderate TBI cases may be indicative of cognitive dysfunction and impaired balance.
Collapse
Affiliation(s)
- Eunkyung Kim
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea
| | - Han Gil Seo
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea
| | - Hyun Haeng Lee
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea
- Department of Rehabilitation Medicine, Konkuk University School of Medicine and Konkuk University Medical Center, Seoul 03080, Korea
| | - Seung Hak Lee
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea
- Department of Rehabilitation Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul 03080, Korea
| | - Seung Hong Choi
- Department of Radiology, Seoul National University College of Medicine, Seoul 03080, Korea
- Department of Radiology, Seoul National University Hospital, Seoul 03080, Korea
- Department of Radiology, Seoul National University Hospital, Seoul 03080, Korea
| | - Won-Sang Cho
- Department of Neurosurgery, Seoul National University Hospital, Seoul 03080, Korea
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburg, PA 15260, USA
| | - Byung-Mo Oh
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea.
| |
Collapse
|
27
|
Robbins EM, Jaquins-Gerstl A, Fine DF, Leong CL, Dixon CE, Wagner AK, Boutelle MG, Michael AC. Extended (10-Day) Real-Time Monitoring by Dexamethasone-Enhanced Microdialysis in the Injured Rat Cortex. ACS Chem Neurosci 2019; 10:3521-3531. [PMID: 31246409 DOI: 10.1021/acschemneuro.9b00145] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Intracerebral microdialysis has proven useful for chemical monitoring in patients following traumatic brain injury. Recent studies in animals, however, have documented that insertion of microdialysis probes into brain tissues initiates a foreign-body response. Within a few days after probe insertion, the foreign body response impedes the use of microdialysis to monitor the K+ and glucose transients associated with spreading depolarization, a potential mechanism for secondary brain injury. Herein, we show that perfusing microdialysis probes with dexamethasone, a potent anti-inflammatory glucocorticoid, suppresses the foreign body response and facilitates the monitoring of spontaneous spreading depolarizations for at least 10 days following controlled cortical injury in the rat. In addition to spreading depolarizations, results of this study suggest that a progressive, apparently permanent, decline in pericontusional interstitial glucose may be an additional sequela of brain injury. This study establishes extended dexamethasone-enhanced microdialysis in the injured rodent cortex as a new paradigm for investigating trauma-induced metabolic crisis.
Collapse
Affiliation(s)
- Elaine M. Robbins
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Andrea Jaquins-Gerstl
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - David F. Fine
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, United States
| | - Chi Leng Leong
- Department of Bioengineering, Imperial College London, London SW7 2AZ, United Kingdom
| | - C. Edward Dixon
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, United States
| | - Amy K. Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, United States
| | - Martyn G. Boutelle
- Department of Bioengineering, Imperial College London, London SW7 2AZ, United Kingdom
| | - Adrian C. Michael
- Department of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| |
Collapse
|
28
|
Frankel M, Fan L, Yeatts SD, Jeromin A, Vos PE, Wagner AK, Wolf BJ, Pauls Q, Lunney M, Merck LH, Hall CL, Palesch YY, Silbergleit R, Wright DW. Association of Very Early Serum Levels of S100B, Glial Fibrillary Acidic Protein, Ubiquitin C-Terminal Hydrolase-L1, and Spectrin Breakdown Product with Outcome in ProTECT III. J Neurotrauma 2019; 36:2863-2871. [PMID: 30794101 DOI: 10.1089/neu.2018.5809] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Rapid risk-stratification of patients with acute traumatic brain injury (TBI) would inform management decisions and prognostication. The objective of this serum biomarker study (Biomarkers of Injury and Outcome [BIO]-Progesterone for Traumatic Brain Injury, Experimental Clinical Treatment [ProTECT]) was to test the hypothesis that serum biomarkers of structural brain injury, measured at a single, very early time-point, add value beyond relevant clinical covariates when predicting unfavorable outcome 6 months after moderate-to-severe acute TBI. BIO-ProTECT utilized prospectively collected samples obtained from subjects with moderate-to-severe TBI enrolled in the ProTECT III clinical trial of progesterone. Serum samples were obtained within 4 h after injury. Glial fibrillary acidic protein (GFAP), S100B, αII-spectrin breakdown product of molecular weight 150 (SBDP150), and ubiquitin C-terminal hydrolase-L1 (UCH-L1) were measured. The association between log-transformed biomarker levels and poor outcome, defined by a Glasgow Outcome Scale-Extended (GOS-E) score of 1-4 at 6 months post-injury, were estimated via logistic regression. Prognostic models and a biomarker risk score were developed using bootstrapping techniques. Of 882 ProTECT III subjects, samples were available for 566. Each biomarker was associated with 6-month GOS-E (p < 0.001). Compared with a model containing baseline patient variables/characteristics, inclusion of S100B and GFAP significantly improved prognostic capacity (p ≤ 0.05 both comparisons); conversely, UCH-L1 and SBDP did not. A final predictive model incorporating baseline patient variables/characteristics and biomarker data (S100B and GFAP) had the best prognostic capability (area under the curve [AUC] = 0.85, 95% confidence interval [CI]: CI 0.81-0.89). Very early measurements of brain-specific biomarkers are independently associated with 6-month outcome after moderate-to-severe TBI and enhance outcome prediction.
Collapse
Affiliation(s)
- Michael Frankel
- Department of Neurology, Emory University School of Medicine and Grady Hospital, Atlanta, Georgia
| | - Liqiong Fan
- Novartis Institutes of Biomedical Research, Cambridge, Massachusetts
| | - Sharon D Yeatts
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | | | - Pieter E Vos
- Department of Neurology, Slingeland Hospital Doetinchem, The Netherlands
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation and Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Bethany J Wolf
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Qi Pauls
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | | | - Lisa H Merck
- Division of Emergency Neurosciences and Critical Care Research, The Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Casey L Hall
- Department of Neurology, Emory University School of Medicine and Grady Hospital, Atlanta, Georgia
| | - Yuko Y Palesch
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Robert Silbergleit
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan
| | - David W Wright
- Department of Emergency Medicine, Emory University School of Medicine and Grady Hospital, Atlanta, Georgia
| |
Collapse
|
29
|
Huang W, Kabbani N, Brannan TK, Lin MK, Theiss MM, Hamilton JF, Ecklund JM, Conley YP, Vodovotz Y, Brienza D, Wagner AK, Robbins E, Sowa GA, Lipsky RH. Association of a Functional Polymorphism in the CHRFAM7A Gene with Inflammatory Response Mediators and Neuropathic Pain after Spinal Cord Injury. J Neurotrauma 2019; 36:3026-3033. [PMID: 30924722 DOI: 10.1089/neu.2018.6200] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The alpha 7 nicotinic acetylcholine receptor, α7 nAChR, plays a central role in regulating inflammatory responses. Previous studies showed that pharmacological inhibitors of α7nAChR have a pro-inflammatory effect, increasing the circulating levels of cytokines such as tumor necrosis factor alpha (TNFα). This study focused on how genetic polymorphisms of the partially duplicated α7nAChR gene (CHRFAM7A), which is highly expressed in peripheral blood cells, contribute to functional outcome after spinal cord injury (SCI). In a cohort of 27 SCI patients and 25 emergency room consented controls (% F/M: 15/85, 24/76; mean ± SE age: 35 ± 1.38 and 35 ± 2.0 respectively), a panel of circulating cytokines, noradrenergic metabolite (normetanephrine [NMN]) levels, and clinical data were available within the first 7 days post-injury (DPI) up to 90 DPI, and were investigated in the acute/subacute (DPI 1-21) and intermediate (DPI 22-90) temporal periods. Cytokine and NMN plasma levels on different DPI were analyzed as a function of CHRFAM7A genotype. TNFα levels, as a representative of some elevated inflammatory mediators, were nearly threefold higher in individuals carrying the del-2bp variant of the CHRFAM7A gene compared with that in the no-deletion genotype (p = 0.001 analysis of variance [ANOVA]) 3 weeks DPI, and twofold higher than genotype-matched acute/subacute non-SCI injury controls within 7 days DPI. In contrast, NMN levels were initially unchanged, although after 3 weeks, NMN levels were significantly decreased in SCI individuals carrying the del-2bp variant compared with non-carriers (p = 0.011 ANOVA). Numerical pain scores over this same period post-injury were significantly elevated in SCI patients carrying the del-2bp variant relative to non-carriers (p = 0.001 ANOVA). Taken together, these data reveal that pro-inflammatory responses associated with CHRFAM7A gene variation may also be associated with differences in pain experience in patients following SCI, at least during the intermediate phase.
Collapse
Affiliation(s)
- Wan Huang
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Nadine Kabbani
- School of Systems Biology, George Mason University, Fairfax, Virginia
| | - Tricia K Brannan
- Inova Neuroscience Institute, Inova Health System, Falls Church, Virginia
| | - Ming Kuan Lin
- School of Systems Biology, George Mason University, Fairfax, Virginia
| | - Mark M Theiss
- Department of Orthopedic Services, Inova Fairfax Hospital, Falls Church, Virginia
| | - John F Hamilton
- Inova Neuroscience Institute, Inova Health System, Falls Church, Virginia
| | - James M Ecklund
- Inova Neuroscience Institute, Inova Health System, Falls Church, Virginia
| | - Yvette P Conley
- School of Nursing, Pittsburgh, Bioengineering McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yoram Vodovotz
- Department of Surgery, Center for Inflammation and Regenerative Modeling, Bioengineering McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - David Brienza
- Rehabilitation Science and Technology, Bioengineering McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.,Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Emily Robbins
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Gwendolyn A Sowa
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Robert H Lipsky
- School of Systems Biology, George Mason University, Fairfax, Virginia.,Inova Neuroscience Institute, Inova Health System, Falls Church, Virginia
| |
Collapse
|
30
|
Juengst SB, Terhorst L, Kew CL, Wagner AK. Variability in daily self-reported emotional symptoms and fatigue measured over eight weeks in community dwelling individuals with traumatic brain injury. Brain Inj 2019; 33:567-573. [PMID: 30836017 DOI: 10.1080/02699052.2019.1584333] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To investigate within-person variability in daily self-reported emotional and fatigue symptoms and factors associated with high within-person variability among individuals with chronic traumatic brain injury (TBI). DESIGN This was a prospective descriptive pilot study of n = 18 adults with chronic TBI (2-27 years post-injury) who owned and could independently use an Apple or Android device. METHODS Participants completed daily assessments for 8 weeks via smartphone. Outcome measures included the Positive and Negative Affect Schedule, Patient Health Questionnaire-2, Generalized Anxiety Disorder-2, and a 7-point fatigue rating. We examined within-person variability over time using individual Multilevel Linear Models. We categorized within-person variability as High or Low based on individual standard deviations in relationship to sample standard deviation. RESULTS Significant temporal within-person variability occurred for all measures. High variability was associated with more symptom reporting versus Low variability, and variability was associated with sex (High variability: 88% women; Low variability 90% men). CONCLUSIONS Symptom measurement at a single time point among adults with chronic TBI may not capture day-to-day symptom fluctuation and may misidentify individuals in need of intervention. Assessing symptom profiles over time to capture temporal and individual variability may provide a more ecologically valid measure for managing long-term symptoms after TBI.
Collapse
Affiliation(s)
- Shannon B Juengst
- a Department Physical Medicine and Rehabilitation , University of Texas Southwestern Medical Center , Dallas , TX , USA.,b Department Rehabilitation Counseling , University of Texas Southwestern Medical Center , Dallas , TX , USA
| | - Lauren Terhorst
- c Department of Occupational Therapy , University of Pittsburgh , Pittsburgh , PA , USA.,d Clinical and Translational Science Institute, University of Pittsburgh , Pittsburgh , PA , USA
| | - Chung Lin Kew
- a Department Physical Medicine and Rehabilitation , University of Texas Southwestern Medical Center , Dallas , TX , USA.,b Department Rehabilitation Counseling , University of Texas Southwestern Medical Center , Dallas , TX , USA
| | - Amy K Wagner
- e Department of Physical Medicine and Rehabilitation , University of Pittsburgh , Pittsburgh , PA , USA.,f Center for Neuroscience, University of Pittsburgh , Pittsburgh , PA , USA.,g Safar Center for Resuscitation, University of Pittsburgh , Pittsburgh , PA , USA
| |
Collapse
|
31
|
Fortress AM, Avcu P, Wagner AK, Dixon CE, Pang KCH. Experimental traumatic brain injury results in estrous cycle disruption, neurobehavioral deficits, and impaired GSK3β/β-catenin signaling in female rats. Exp Neurol 2019; 315:42-51. [PMID: 30710530 DOI: 10.1016/j.expneurol.2019.01.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 01/11/2019] [Accepted: 01/29/2019] [Indexed: 12/25/2022]
Abstract
An estimated 2.8 million traumatic brain injuries (TBI) occur within the United States each year. Approximately 40% of new TBI cases are female, however few studies have investigated the effects of TBI on female subjects. In addition to typical neurobehavioral sequelae observed after TBI, such as poor cognition, impaired behavior, and somatic symptoms, women with TBI report amenorrhea or irregular menstrual cycles suggestive of disruptions in the hypothalamic-pituitary-gonadal (HPG) axis. HPG dysfunction following TBI has been linked to poor functional outcome in men and women, but the mechanisms by which this may occur or relate to behavior has not been fully developed or ascertained. The present study determined if TBI resulted in HPG axis perturbations in young adult female Sprague Dawley rats, and whether TBI was associated with cognitive and sensorimotor deficits. Following lateral fluid percussion injury, injured females spent significantly more time in diestrus compared to sham females, consistent with a persistent low sex-steroid hormone state. Injured females displayed significantly reduced 17β-estradiol (E2) and luteinizing hormone levels. Concomitantly, injured females were impaired in spatial working memory compared to shams. Impaired GSK3β/β-catenin signaling related to synaptic changes was evident one-week post-injury in the hippocampus among injured females compared to sham females, and this impairment paralleled the deficits in spatial working memory. Sensorimotor function, as evidenced by suppression of the acoustic startle response, was chronically impaired even after normal estrous cycling resumed. These data demonstrate that TBI results in estrous cycle impairments, memory dysfunction, and perturbations in GSK3β/β-catenin signaling, suggesting a potential mechanism for HPG-mediated cognitive impairment following TBI.
Collapse
Affiliation(s)
- Ashley M Fortress
- NeuroBehavioral Research Laboratory, Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA; VA Pittsburgh Healthcare System, Mailstop 151, University Drive C, Pittsburgh, PA 15240, USA.
| | - Pelin Avcu
- Graduate School of Biomedical Sciences, Rutgers Biomedical and Health Sciences, 65 Bergen Street, Newark, NJ 07103, USA
| | - Amy K Wagner
- Safar Center for Resuscitation Research, Center for Neuroscience, 3471 Fifth Avenue Suite 202, Kaufman BuildingUniversity of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA; Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.
| | - C Edward Dixon
- VA Pittsburgh Healthcare System, Mailstop 151, University Drive C, Pittsburgh, PA 15240, USA; Safar Center for Resuscitation Research, Center for Neuroscience, 3471 Fifth Avenue Suite 202, Kaufman BuildingUniversity of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Kevin C H Pang
- NeuroBehavioral Research Laboratory, Department of Veterans Affairs, New Jersey Health Care System, East Orange, NJ, USA; Graduate School of Biomedical Sciences, Rutgers Biomedical and Health Sciences, 65 Bergen Street, Newark, NJ 07103, USA; Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Rutgers Biomedical and Health Science, Newark, NJ, USA.
| |
Collapse
|
32
|
Kumar RG, Breslin KB, Ritter AC, Conley YP, Wagner AK. Variability with Astroglial Glutamate Transport Genetics Is Associated with Increased Risk for Post-Traumatic Seizures. J Neurotrauma 2019; 36:230-238. [PMID: 29999457 PMCID: PMC6338569 DOI: 10.1089/neu.2018.5632] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Excitotoxicity contributes to epileptogenesis after severe traumatic brain injury (sTBI). Demographic and clinical risk factors for post-traumatic seizures (PTS) have been identified, but genetic risk remains largely unknown. Thus, we investigated whether genetic variation in astroglial glutamate transporter genes is associated with accelerated epileptogenesis and PTS risk after sTBI. Adults (n = 267) 18-75 years old were assessed over a three-year period post-TBI. Single nucleotide polymorphisms (SNPs) throughout the SLC1A2 and SLC1A3 genes were assayed. Kaplan-Meier estimates and log-rank statistics were used to compare seizure frequencies by genotype. Multivariate Cox proportional hazards regression was used to estimate hazard ratios (HRs) for genotypes significant in Kaplan-Meier analyses. Thirty-nine tagging SNPs were examined (SLC1A2: n = 21, SLC1A3: n = 18). PTS developed in 57 (21.4%) individuals. Of those with PTS, n = 20 (35.7%) had an immediate/early seizure within the first seven days, and n = 36 (64.3%) had a late seizure occurring between eight days and three years post-TBI. When adjusting for multiple comparisons, rs4869682 genotypes (SLC1A3, GG vs. T-carriers) were associated with time to first seizure (p = 0.003). Median time until first seizure was 20.4 days for individuals with a GG genotype and 44.8 days for T-carriers. After adjusting for covariates, rs4869682 GG-homozygotes had a 2.05 times increased PTS risk versus T-carriers (aHR = 2.08, 95% confidence interval: 1.20, 3.62, p = 0.009). Variation within SLC1A3 is associated with accelerated epileptogenesis and clinical PTS development after sTBI. Future studies should validate these findings and examine how genetic variation at rs4869682 may be a target for PTS prevention and treatment.
Collapse
Affiliation(s)
- Raj G. Kumar
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Kristen B. Breslin
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Anne C. Ritter
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yvette P. Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Amy K. Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania
- Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Neuroscience, and University of Pittsburgh, Pittsburgh, Pennsylvania
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
| |
Collapse
|
33
|
Vaughan LE, Ranganathan PR, Kumar RG, Wagner AK, Rubin JE. A mathematical model of neuroinflammation in severe clinical traumatic brain injury. J Neuroinflammation 2018; 15:345. [PMID: 30563537 PMCID: PMC6299616 DOI: 10.1186/s12974-018-1384-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [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: 11/28/2018] [Indexed: 02/08/2023] Open
Abstract
Background Understanding the interdependencies among inflammatory mediators of tissue damage following traumatic brain injury (TBI) is essential in providing effective, patient-specific care. Activated microglia and elevated concentrations of inflammatory signaling molecules reflect the complex cascades associated with acute neuroinflammation and are predictive of recovery after TBI. However, clinical TBI studies to date have not focused on modeling the dynamic temporal patterns of simultaneously evolving inflammatory mediators, which has potential in guiding the design of future immunomodulation intervention studies. Methods We derived a mathematical model consisting of ordinary differential equations (ODE) to represent interactions between pro- and anti-inflammatory cytokines, M1- and M2-like microglia, and central nervous system (CNS) tissue damage. We incorporated variables for several cytokines, interleukin (IL)-1β, IL-4, IL-10, and IL-12, known to have roles in microglial activation and phenotype differentiation. The model was fit to cerebrospinal fluid (CSF) cytokine data, collected during the first 5 days post-injury in n = 89 adults with severe TBI. Ensembles of model fits were produced for three patient subgroups: (1) a favorable outcome group (GOS = 4,5) and (2) an unfavorable outcome group (GOS = 1,2,3) both with lower pro-inflammatory load, and (3) an unfavorable outcome group (GOS = 1,2,3) with higher pro-inflammatory load. Differences in parameter distributions between subgroups were ranked using Bhattacharyya metrics to identify mechanistic differences underlying the neuroinflammatory patterns of patient groups with different TBI outcomes. Results Optimal model fits to data showed different microglial and damage responses by patient subgroup. Upon comparison of model parameter distributions, unfavorable outcome groups were characterized by either a prolonged, pathophysiological or a transient, sub-physiological course of neuroinflammation. Conclusion By developing a mathematical characterization of inflammatory processes informed by clinical data, we have created a system for exploring links between acute neuroinflammatory components and patient outcome in severe TBI. Electronic supplementary material The online version of this article (10.1186/s12974-018-1384-1) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Leah E Vaughan
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Ave., Suite 202, Pittsburgh, PA, 15213, USA.,Department of Mathematics, University of Pittsburgh, 301 Thackeray Hall, Pittsburgh, PA, 15260, USA
| | - Prerna R Ranganathan
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Ave., Suite 202, Pittsburgh, PA, 15213, USA
| | - Raj G Kumar
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Ave., Suite 202, Pittsburgh, PA, 15213, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Ave., Suite 202, Pittsburgh, PA, 15213, USA. .,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, USA. .,Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA. .,Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Jonathan E Rubin
- Department of Mathematics, University of Pittsburgh, 301 Thackeray Hall, Pittsburgh, PA, 15260, USA. .,Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.
| |
Collapse
|
34
|
Abstract
Objective: Establish the factor structure of the Behavioral Assessment Screening Tool (BAST), a self-reported emotional/behavioral symptom measure for adults with traumatic brain injury (TBI).Setting: Community.Participants: Community-dwelling adults with moderate-severe TBI (n = 162; n = 110).Design: Assessment development (cohort study).Main measures: Behavioral Assessment Screening Tool.Results: The original BAST included 61 items (55 primary, six secondary), an Environmental Context checklist including recent major life events, and three open-ended questions about other relevant factors. Two rounds of pilot testing and exploratory factor analysis of the BAST (n = 162; n = 110) reduced the total items to 37 primary items and six secondary coping items. The final BAST had a five-factor solution with communalities ranging from 0.323 to 0.771. Internal consistency reliabilities ranged from acceptable to excellent for all factors (Cronbach's α = 0.76-0.90). The items related to coping, given only to those endorsing stress, had a two-factor solution with communalities ranging from 0.224 to 0.605, but demonstrated acceptable to poor internal consistency (Cronbach's α = 0.46-0.68). Participants rated ease of use and overall satisfaction with completing the scale as high, with mean scores of 6.42 and 6.22 out of 7, respectively.Conclusions: The BAST, a measure of behavioral and emotional symptoms after TBI, has a multidimensional factor structure with evidence of good internal consistency reliability. Future work will evaluate the convergent, discriminant, and discriminative validity of the BAST and employ item response theory analyses to further develop a short version for mobile health assessment.Implications for RehabilitationLong-term monitoring of behavioral and emotional symptoms after traumatic brain injury could improve clinical management and reduce negative participation and quality of life outcomes.The Behavioral Assessment Screening Tool demonstrates reliability for use among adults with chronic traumatic brain injury, through its factor structure and internal consistency reliabilities, to measure chronic behavioral and emotional symptoms.The Behavioral Assessment Screening Tool is a screening tool to identify potential behavioral and emotional problems that individuals with chronic traumatic brain injury may be experiencing; it could be implemented in a proactive, rather than reactive, system for long-term monitoring of these symptoms to improve early identification of clinical disorders.
Collapse
Affiliation(s)
- Shannon B Juengst
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern, Dallas, TX, USA.,Department of Rehabilitation Counseling, University of Texas Southwestern, Dallas, TX, USA
| | - Lauren Terhorst
- Department of Occupational Therapy, University of Pittsburgh, Pittsburgh, PA, USA.,Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA.,Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, USA.,Safar Center for Resuscitation, University of Pittsburgh, Pittsburgh, PA, USA
| |
Collapse
|
35
|
Conroy MB, Shaffiey S, Jones S, Hackam DJ, Sowa G, Winger DG, Wang L, Boninger ML, Wagner AK, Levine AS. Scholarly Research Projects Benefit Medical Students' Research Productivity and Residency Choice: Outcomes From the University of Pittsburgh School of Medicine. Acad Med 2018; 93:1727-1731. [PMID: 29923890 DOI: 10.1097/acm.0000000000002328] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
PURPOSE Many medical schools require scholarly research projects. However, outcomes data from these initiatives are scarce. The authors studied the impact of the Scholarly Research Project (SRP), a four-year longitudinal requirement for all students at the University of Pittsburgh School of Medicine (UPSOM), on research productivity and residency match. METHOD The authors conducted a longitudinal study of non-dual-degree UPSOM graduates in 2006 (n = 121, non-SRP participants) versus 2008 (n = 118), 2010 (n = 106), and 2012 (n = 132), all SRP participants. The authors used PubMed for publication data, National Resident Matching Program for residency match results, and Blue Ridge Institute for Medical Research for National Institutes of Health funding rank for residency-affiliated academic institutions. RESULTS Research productivity of students increased for those completing the SRP, measured as a greater proportion of students with publications (27.3% in 2006 vs. 45.8% in 2008, 55.7% in 2010, and 54.5% in 2012; P < .001) and first-authorship (9.9% in 2006 vs. 26.3% in 2008, 33.0% in 2010, and 35.6% in 2012; P < .001). Across years, there was a significantly greater proportion of students with peer-reviewed publications matched in higher-ranked residency programs (57.0% with publications in the top 10%, 52.7% in the top 10%-25%, 32.4% in the top 25%-50%, 41.2% in the bottom 50%, and 45.2% in unranked programs; P = .018). CONCLUSIONS Longitudinal research experiences for medical students may be one effective tool in fostering student publications and interest in extending training in a research-focused medical center.
Collapse
Affiliation(s)
- Molly B Conroy
- M.B. Conroy is professor of medicine and chief, Division of General Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah. S. Shaffiey is a surgery resident, University of Pittsburgh Medical Center and University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania. S. Jones is instructor of medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania. D.J. Hackam is professor of pediatric surgery and surgeon-in-chief, Johns Hopkins Children's Center, Baltimore, Maryland. G. Sowa is professor and chair of physical medicine and rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania. D.G. Winger is a statistician, University of Pittsburgh Clinical and Translational Science Institute, Pittsburgh, Pennsylvania. L. Wang is a statistician, University of Pittsburgh Clinical and Translational Science Institute, Pittsburgh, Pennsylvania. M.L. Boninger is professor of physical medicine and rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania. A.K. Wagner is associate professor of physical medicine and rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania. A.S. Levine is senior vice chancellor for health sciences and dean, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | | | | | | | | | | | | | | | | |
Collapse
|
36
|
Reznik ME, Wagner AK. Rehabilitation in Neurocritical Care. Neurocrit Care 2018. [DOI: 10.1093/med/9780199375349.003.0027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Rehabilitation is a process that should begin in the neurointensive care unit. Once a rough prognosis has been made within the context of goals of care discussions, and a decision has been made to proceed with measures geared toward recovery, the focus of clinical care should begin to shift toward the transition to rehabilitation in order to maximize functional gains. In the acute care setting, this necessitates the collaboration of a multidisciplinary team, including physical medicine and rehabilitation, physical and occupational therapy, speech and language pathology, neuropsychology, social work, and nursing. Among the most challenging issues facing intensivists and the rehabilitation team in the critical care setting is the management of the various rehabilitation-related medical complications associated with acquired brain injury, including decreased level of arousal, agitation, sleep disturbances, depression, dysautonomia, bowel and bladder dysfunction, and spasticity. This chapter highlights current management strategies for dealing with these issues.
Collapse
|
37
|
Pinto SM, Kumar R, Sperry JL, Wagner AK. Impact of Venous Thromboembolism-Associated Complications on Mortality After Traumatic Brain Injury. Arch Phys Med Rehabil 2018. [DOI: 10.1016/j.apmr.2018.07.160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
38
|
Wagner AK, Kumar RG. TBI Rehabilomics Research: Conceptualizing a humoral triad for designing effective rehabilitation interventions. Neuropharmacology 2018; 145:133-144. [PMID: 30222984 DOI: 10.1016/j.neuropharm.2018.09.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [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: 05/04/2018] [Revised: 08/14/2018] [Accepted: 09/10/2018] [Indexed: 12/11/2022]
Abstract
Most areas of medicine use biomarkers in some capacity to aid in understanding how personal biology informs clinical care. This article draws upon the Rehabilomics research model as a translational framework for programs of precision rehabilitation and intervention research focused on linking personal biology to treatment response using biopsychosocial constructs that broadly represent function and that can be applied to many clinical populations with disability. The summary applies the Rehabilomics research framework to the population with traumatic brain injury (TBI) and emphasizes a broad vision for biomarker inclusion, beyond typical brain-derived biomarkers, to capture and/or reflect important neurological and non-neurological pathology associated with TBI as a chronic condition. Humoral signaling molecules are explored as important signaling and regulatory drivers of these chronic conditions and their impact on function. Importantly, secondary injury cascades involved in the humoral triad are influenced by the systemic response to TBI and the development of non-neurological organ dysfunction (NNOD). Biomarkers have been successfully leveraged in other medical fields to inform pre-randomization patient selection for clinical trials, however, this practice largely has not been utilized in TBI research. As such, the applicability of the Rehabilomics research model to contemporary clinical trials and comparative effectiveness research designs for neurological and rehabilitation populations is emphasized. Potential points of intervention to modify inflammation, hormonal, or neurotrophic support through rehabilitation interventions are discussed. This article is part of the Special Issue entitled "Novel Treatments for Traumatic Brain Injury".
Collapse
Affiliation(s)
- A K Wagner
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh, USA; Safar Center for Resuscitation Research, University of Pittsburgh, USA; Department of Neuroscience, University of Pittsburgh, USA; Center for Neuroscience, University of Pittsburgh, USA.
| | - R G Kumar
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh, USA; Safar Center for Resuscitation Research, University of Pittsburgh, USA; Department of Epidemiology, University of Pittsburgh, USA
| |
Collapse
|
39
|
Ranganathan P, Kumar RG, Oh BM, Rakholia MV, Berga SL, Wagner AK. Estradiol to Androstenedione Ratios Moderate the Relationship between Neurological Injury Severity and Mortality Risk after Severe Traumatic Brain Injury. J Neurotrauma 2018; 36:538-547. [PMID: 30014751 DOI: 10.1089/neu.2018.5677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [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: 02/06/2023] Open
Abstract
Early declines in gonadotropin production, despite elevated serum estradiol, among some individuals with severe traumatic brain injury (TBI) suggests amplified systemic aromatization occurs post-injury. Our previous work identifies estradiol (E2) as a potent mortality marker. Androstenedione (A), a metabolic precursor to E2, estrone (E1), and testosterone (T), is a steroid hormone substrate for aromatization that has not been explored previously as a biomarker in TBI. Here, we evaluated serum A, E1, T, and E2 values for 82 subjects with severe TBI. Daily hormone values were calculated, and E2:A and E1:T ratios were generated and then averaged for days 0-3 post-injury. After data inspection, mean E2:A values were categorized as above (high aromatization) and below (low aromatization) the 50th percentile for 30-day mortality assessment using Kaplan-Meier survival analysis and a multivariable Cox proportional hazard model adjusting for age, and Glasgow Coma Scale (GCS) to predict 30-day mortality status. Daily serum T, E1, and E2 were graphed by E2:A category. Serum E1 and E2 significantly differed over time (p < 0.05); the high aromatization group had elevated levels and a significantly lower probability of survival within the first 30 days (p = 0.0274). Multivariable Cox regression showed a significant E2:A*GCS interaction (p = 0.0129), wherein GCS predicted mortality only among those in the low aromatization group. E2:A may be a useful mortality biomarker representing enhanced aromatization after TBI. E2:A ratios may represent non-neurological organ dysfunction after TBI and may be useful in defining injury subgroups in which GCS has variable capacity to serve as an accurate early prognostic marker.
Collapse
Affiliation(s)
- Prerna Ranganathan
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh , Pittsburgh, Pennslvania
| | - Raj G Kumar
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh , Pittsburgh, Pennslvania
| | - Byung-Mo Oh
- 2 Department of Rehabilitation Medicine, Seoul National University Hospital , Seoul, Korea
| | - Milap V Rakholia
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh , Pittsburgh, Pennslvania
| | - Sarah L Berga
- 3 Department of Obstetrics and Gynecology, University of Utah Medical Center , Salt Lake City, Utah
| | - Amy K Wagner
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh , Pittsburgh, Pennslvania.,4 Department of Neuroscience, University of Pittsburgh , Pittsburgh, Pennsylvania.,5 Center for Neuroscience, University of Pittsburgh , Pittsburgh, Pennsylvania.,6 Clinical and Translational Science Institute, University of Pittsburgh , Pittsburgh, Pennsylvania
| |
Collapse
|
40
|
Rakholia MV, Kumar RG, Oh BM, Ranganathan PR, Berga SL, Kochanek PM, Wagner AK. Systemic Estrone Production and Injury-Induced Sex Hormone Steroidogenesis after Severe Traumatic Brain Injury: A Prognostic Indicator of Traumatic Brain Injury-Related Mortality. J Neurotrauma 2018; 36:1156-1167. [PMID: 29947289 DOI: 10.1089/neu.2018.5782] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Extensive pre-clinical studies suggest that sex steroids are neuroprotective in experimental traumatic brain injury (TBI). However, clinical trials involving sex hormone administration have not shown beneficial results, and our observational cohort studies show systemic estradiol (E2) production to be associated with adverse outcomes. Systemic E2 is produced via aromatization of testosterone (T) or reduction of estrone (E1). E1, also produced via aromatization of androstenedione (Andro) and is a marker of T-independent E2 production. We hypothesized that E1 would be (1) associated with TBI-related mortality, (2) the primary intermediate for E2 production, and (3) associated with adipose tissue-specific aromatase transcription. We assessed 100 subjects with severe TBI and 8 healthy controls. Serum levels were measured on days 0-3 post-TBI for key steroidogenic precursors (progesterone), aromatase pathway intermediates (E1, E2, T, Andro), and the adipose tissue-specific aromatase transcription factors cortisol, tumor necrosis factor-alpha (TNF-α), and interleukin-6 (IL-6). E1 was elevated after TBI versus controls. High E1 was associated with higher progesterone, cortisol, and IL-6 (p < 0.05). Multivariable logistic regression demonstrated that those in the highest E1 tertile had increased odds for mortality (adjusted OR = 5.656, 95% CI = 1.102-29.045, p = 0.038). Structural equation models show that early serum E2 production is largely T independent, occurring predominantly through E1 metabolism. Acute serum E1 functions as a mortality marker for TBI through aromatase-dependent E1 production and T-independent E2 production. Further work should evaluate risk factors for high E2 production and how systemic E2 and its key intermediate E1 contribute to the extracerebral consequences of severe TBI.
Collapse
Affiliation(s)
- Milap V Rakholia
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh Pennsylvania
| | - Raj G Kumar
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh Pennsylvania
| | - Byung-Mo Oh
- 2 Department of Rehabilitation Medicine, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Prerna R Ranganathan
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh Pennsylvania
| | - Sarah L Berga
- 3 Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Patrick M Kochanek
- 4 Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh Pennsylvania.,5 Department of Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh Pennsylvania
| | - Amy K Wagner
- 1 Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh Pennsylvania.,5 Department of Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh Pennsylvania.,6 Department of Neuroscience, University of Pittsburgh, Pittsburgh Pennsylvania.,7 Department of Center for Neuroscience, University of Pittsburgh, Pittsburgh Pennsylvania
| |
Collapse
|
41
|
DiSanto D, Kumar RG, Juengst SB, Hart T, O'Neil-Pirozzi TM, Zasler ND, Novack TA, Dillahunt-Aspillaga C, Graham KM, Cotner BA, Rabinowitz AR, Dikmen S, Niemeier JP, Kesinger MR, Wagner AK. Employment Stability in the First 5 Years After Moderate-to-Severe Traumatic Brain Injury. Arch Phys Med Rehabil 2018; 100:412-421. [PMID: 30055162 DOI: 10.1016/j.apmr.2018.06.022] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Accepted: 06/20/2018] [Indexed: 10/28/2022]
Abstract
OBJECTIVE To characterize employment stability and identify predictive factors of employment stability in working-age individuals after moderate-to-severe traumatic brain injury (TBI) that may be clinically addressed. DESIGN Longitudinal observational study of an inception cohort from the Traumatic Brain Injury Model Systems National Database (TBIMS-NDB) using data at years 1, 2, and 5 post-TBI. SETTING Inpatient rehabilitation centers with telephone follow-up. PARTICIPANTS Individuals enrolled in the TBIMS-NDB since 2001, aged 18-59, with employment data at 2 or more follow-up interviews at years 1, 2, and 5 (N=5683). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Employment stability, categorized using post-TBI employment data as no paid employment (53.25%), stably (27.20%), delayed (10.24%), or unstably (9.31%) employed. RESULTS Multinomial regression analyses identified predictive factors of employment stability, including younger age, white race, less severe injuries, preinjury employment, higher annual earnings, male sex, higher education, transportation independence postinjury, and no anxiety or depression at 1 year post-TBI. CONCLUSIONS Employment stability serves as an important measure of productivity post-TBI. Psychosocial, clinical, environmental, and demographic factors predict employment stability post-TBI. Notable predictors include transportation independence as well as the presence of anxiety and depression at year 1 post-TBI as potentially modifiable intervention targets.
Collapse
Affiliation(s)
- Dominic DiSanto
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Raj G Kumar
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania; Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Shannon B Juengst
- Department of Physical Medicine and Rehabilitation, University of Texas-Southwestern Medical Center, Dallas, Texas; Department of Rehabilitation Counseling, University of Texas-Southwestern Medical Center, Dallas, Texas
| | - Tessa Hart
- Moss Rehabilitation Research Institute, Montgomery, Alabama
| | - Therese M O'Neil-Pirozzi
- Spaulding-Harvard Traumatic Brain Injury Model System, Boston, Massachusetts; Spaulding Rehabilitation Hospital and Department of Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts
| | - Nathan D Zasler
- Concussion Care Centre of Virginia, Ltd, and Tree of Life Services, Inc, Richmond, Virginia; Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia; Department of Physical Medicine and Rehabilitation, University of Virginia, Charlottesville, Virginia; International Brain Injury Association, Alexandria, Virginia
| | - Thomas A Novack
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama
| | - Christina Dillahunt-Aspillaga
- Rehabilitation and Mental Health Counseling Program, Department of Child and Family Studies, University of South Florida, Tampa, Florida; VA HSR&D Center of Innovation on Disability and Rehabilitation Research (CINDRR), Tampa, Florida
| | - Kristin M Graham
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia
| | - Bridget A Cotner
- VA HSR&D Center of Innovation on Disability and Rehabilitation Research (CINDRR), Tampa, Florida; Department of Anthropology, University of South Florida, Tampa, Florida
| | - Amanda R Rabinowitz
- Moss Rehabilitation Research Institute, Montgomery, Alabama; Department of Rehabilitation, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Sureyya Dikmen
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington; Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington
| | - Janet P Niemeier
- Carolinas Rehabilitation, Carolinas Medical Center, Charlotte, North Carolina
| | | | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania; Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania; Safar Center of Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania.
| |
Collapse
|
42
|
Kelly ML, Shammassian B, Roach MJ, Thomas C, Wagner AK. Craniectomy and Craniotomy in Traumatic Brain Injury: A Propensity-Matched Analysis of Long-Term Functional and Quality of Life Outcomes. World Neurosurg 2018; 118:e974-e981. [PMID: 30048790 DOI: 10.1016/j.wneu.2018.07.124] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [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: 05/31/2018] [Revised: 07/12/2018] [Accepted: 07/13/2018] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To report the comprehensive long-term functional and quality of life outcomes after craniectomy (CE) and craniotomy (CO) in individuals with traumatic brain injury (TBI). METHODS Information on all individuals with TBI who had undergone CE or CO were extracted from the TBI Model Systems database from 2002 to 2012. A 1:1 propensity matching with replacement technique was used to balance the baseline characteristics across groups. The matched sample was analyzed for outcomes during hospitalization, acute rehabilitation, and ≤2 years of follow-up. RESULTS We identified 1470 individuals who had undergone CE or CO. Individuals undergoing CE compared with CO demonstrated a longer length of stay in the hospital (median, 22 vs. 18 days; P < 0.0001) and acute rehabilitation (median 26 vs. 21 days; P < 0.0001). Individuals with CE had required rehospitalization more often by the 1-year follow-up point (39% vs. 25%; P < 0.0001) for reasons other than cranioplasty, including seizures (12% vs. 8%; P < 0.0001), neurologic events (i.e., hydrocephalus; 9% vs. 4%; P < 0.0001), and infections (10% vs 6%; P < 0.0001). Individuals with CE had significantly greater impairment using the Glasgow Outcome Scale-Extended, required more supervision, and were less likely to be employed at 1 and 2 years after TBI. No difference was observed in the satisfaction with life scale scores at 2 years. The Kaplan-Meier mortality estimates at 1 and 2 years showed no differences between the 2 groups (hazard ratio, 0.57; P = 0.4). CONCLUSION In a matched cohort, individuals undergoing CE compared with CO after TBI had a longer length of stay, decreased functional status, and more rehospitalizations. The survival at 2 years and the satisfaction with life scale scores were similar.
Collapse
Affiliation(s)
- Michael L Kelly
- Department of Neurosurgery, Case Western Reserve University School of Medicine, MetroHealth Medical Center, Cleveland, Ohio, USA.
| | - Berje Shammassian
- Department of Neurosurgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Mary Jo Roach
- Center for Healthcare Research and Policy, Case Western Reserve University School of Medicine, MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Charles Thomas
- Center for Healthcare Research and Policy, Case Western Reserve University School of Medicine, MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, Neuroscience, Safar Center for Resuscitation Research, Center for Neurobiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
43
|
Kumar RG, Gao S, Juengst SB, Wagner AK, Fabio A. The effects of post-traumatic depression on cognition, pain, fatigue, and headache after moderate-to-severe traumatic brain injury: a thematic review. Brain Inj 2018; 32:383-394. [PMID: 29355429 DOI: 10.1080/02699052.2018.1427888] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Post-traumatic depression (PTD) is one of the most common secondary complications to develop after moderate-to-severe traumatic brain injury (TBI). However, it rarely manifests singularly, and often co-occurs with other common TBI impairments. OBJECTIVE The objective of this thematic review is to evaluate studies examining the relationships between PTD and cognition, fatigue, pain, and headache among individuals with moderate-to-severe TBI. RESULTS We reviewed 16 studies examining the relationship between PTD and cognition (five articles), fatigue (five articles), pain (four articles), and headache (two articles). Two studies failed to identify the significant associations between PTD and neuropsychological test performance, while one study found a positive association. Two other studies found that early PTD was associated with later executive dysfunction. Studies on fatigue suggest it is a cause, not consequence, of PTD. Individuals with PTD tended to report more pain than those without PTD. Studies examining relationships between PTD and post-traumatic headache were equivocal. CONCLUSIONS Studies evaluating the effects of PTD on common TBI impairments have yielded mixed results. Evidence suggests PTD precedes the development of executive dysfunction, and a strong link exists between fatigue and PTD, with fatigue preceding PTD. Future prospective studies evaluating PTD relationships to pain and headache are warranted to elucidate causality.
Collapse
Affiliation(s)
- R G Kumar
- a Department of Epidemiology , University of Pittsburgh , Pittsburgh , PA , USA.,b Department of Physical Medicine and Rehabilitation , University of Pittsburgh , Pittsburgh , PA , USA
| | - S Gao
- a Department of Epidemiology , University of Pittsburgh , Pittsburgh , PA , USA
| | - S B Juengst
- c Department of Rehabilitation Counseling , University of Texas Southwestern Medical Center , Dallas TX , USA
| | - A K Wagner
- b Department of Physical Medicine and Rehabilitation , University of Pittsburgh , Pittsburgh , PA , USA.,d Department of Physical Medicine and Rehabilitation, Center for Neuroscience, Safar Center for Resuscitation Research, University of Pittsburgh , Pittsburgh , PA , USA
| | - A Fabio
- a Department of Epidemiology , University of Pittsburgh , Pittsburgh , PA , USA
| |
Collapse
|
44
|
Juengst SB, Terhorst L, Dicianno BE, Niemeier JP, Wagner AK. Development and content validity of the behavioral assessment screening tool (BAST β). Disabil Rehabil 2018; 41:1200-1206. [PMID: 29303003 DOI: 10.1080/09638288.2017.1423403] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
PURPOSE Develop and establish the content validity of the Behavioral Assessment Screening Tool (BASTβ), a self-reported measure of behavioral and emotional symptoms after traumatic brain injury. METHODS This was an assessment development study, including two focus groups of individuals with traumatic brain injury (n = 11) and their family members (n = 10) and an expert panel evaluation of content validity by experts in traumatic brain injury rehabilitation (n = 7). We developed and assessed the Content Validity Index of the BASTβ. RESULTS The BASTβ initial items (n = 77) corresponded with an established conceptual model of behavioral dysregulation after traumatic brain injury. After expert panel evaluation and focus group feedback, the final BASTβ included 66 items (60 primary, 6 branching logic) rated on a three-level ordinal scale (Never, Sometimes, Always) with reference to the past two weeks, and an Environmental Context checklist including recent major life events (n = 23) and four open-ended questions about environmental factors. The BASTβ had a high Content Validity Index of 89.3%. CONCLUSION The BASTβ is a theoretically grounded, multidimensional self-reported assessment of behavioral dysregulation after traumatic brain injury, with good content validity. Future translation into mobile health modalities could improve effectiveness and efficiency of long-term symptom monitoring post-traumatic brain injury. Future work will establish and validate the factor structure, internal consistency reliabilities and other validities of the BAST. Implications for Rehabilitation Behavioral problems after traumatic brain injury is one of the strongest contributing factors to poor mood and community integration outcomes after injury. Behavior is complex and multidimensional, making it a challenge to measure and to monitor long term. The Behavioral Assessment Screening Tool (BAST) is a patient-oriented outcome assessment developed in collaboration with individuals with traumatic brain injury, their care partners, and experts in the field of traumatic brain injury rehabilitation to be relevant and accessible for adults with traumatic brain injuries. The BAST is a long-term monitoring and screening tool for community-dwelling adults with traumatic brain injuries, to improve identification and management of behavioral and emotional sequelae.
Collapse
Affiliation(s)
- Shannon B Juengst
- a Department of Physical Medicine and Rehabilitation , University of Texas Southwestern , Dallas , TX , USA.,b Department of Rehabilitation Counseling , University of Texas Southwestern , Dallas , TX , USA
| | - Lauren Terhorst
- c Department of Occupational Therapy , University of Pittsburgh , Pittsburgh , PA , USA.,d Clinical and Translational Science Institute , University of Pittsburgh , Pittsburgh , PA , USA
| | - Brad E Dicianno
- e Department of Physical Medicine and Rehabilitation , University of Pittsburgh , Pittsburgh , PA , USA.,f Department of Rehabilitation Science and Technology , University of Pittsburgh , Pittsburgh , PA , USA
| | - Janet P Niemeier
- g Department of Physical Medicine and Rehabilitation , Carolinas Medical Center , Charlotte , SC , USA
| | - Amy K Wagner
- f Department of Rehabilitation Science and Technology , University of Pittsburgh , Pittsburgh , PA , USA.,h Center for Neuroscience , University of Pittsburgh , Pittsburgh , PA , USA.,i Safar Center for Resuscitation , University of Pittsburgh , Pittsburgh , PA , USA
| |
Collapse
|
45
|
Adams SM, Conley YP, Wagner AK, Jha RM, Clark RSB, Poloyac SM, Kochanek PM, Empey PE. The pharmacogenomics of severe traumatic brain injury. Pharmacogenomics 2017; 18:1413-1425. [PMID: 28975867 PMCID: PMC5694019 DOI: 10.2217/pgs-2017-0073] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [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: 04/25/2017] [Accepted: 07/06/2017] [Indexed: 01/08/2023] Open
Abstract
Pharmacotherapy for traumatic brain injury (TBI) is focused on resuscitation, prevention of secondary injury, rehabilitation and recovery. Pharmacogenomics may play a role in TBI for predicting therapies for sedation, analgesia, seizure prevention, intracranial pressure-directed therapy and neurobehavioral/psychiatric symptoms. Research into genetic predictors of outcomes and susceptibility to complications may also help clinicians to tailor therapeutics for high-risk individuals. Additionally, the expanding use of genomics in the drug development pipeline has provided insight to novel investigational and repurposed medications that may be useful in the treatment of TBI and its complications. Genomics in the context of treatment and prognostication for patients with TBI is a promising area for clinical progress of pharmacogenomics.
Collapse
Affiliation(s)
- Solomon M Adams
- Department of Pharmaceutical Sciences, Center for Clinical Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Clinical & Translational Science Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Yvette P Conley
- Health Promotion & Development, School of Nursing, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Amy K Wagner
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Ruchira M Jha
- Clinical & Translational Science Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Department of Neurology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Robert SB Clark
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Department of Pediatrics, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Division of Pediatric Critical Care Medicine, Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, PA 15224, USA
| | - Samuel M Poloyac
- Department of Pharmaceutical Sciences, Center for Clinical Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
- Clinical & Translational Science Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Patrick M Kochanek
- Clinical & Translational Science Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Philip E Empey
- Clinical & Translational Science Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15224, USA
- Department of Pharmacy & Therapeutics, Center for Clinical Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
| |
Collapse
|
46
|
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize how "-omics" technologies can inform rehabilitation-relevant outcomes for a range of populations with neurologically related disability by including outcome metrics linked to the World Health Organization's International Classification of Functioning, Disability, and Health (WHO-ICF) domains of impairments in body function, activity limitations, and participation restrictions. RECENT FINDINGS To date, nearly every area of medicine uses biomarkers in some capacity to aid in understanding how personal biology informs clinical care. "-Omics"-based approaches use high throughput genomics, proteomics, and transcriptomics assay platforms to tailor and personalize treatments for subgroups of similar individuals based on these results. The recent Precision Medicine Initiative (PMI), sponsored by the National Institutes of Health (NIH), has propelled biomarker-based and genomics research to the forefront of many translational research and care programs addressing a variety of medical populations. Yet, the literature is sparse on precision medicine approaches for those with neurologically related and other disability. We demonstrate how the Rehabilomics Research model represents a translational framework for programs of precision rehabilitation research and care focused on linking personal biology to the biopsychosocial constructs that represent the WHO-ICF model and multidimensional outcome. We provide multiple exemplars from our own research program involving individuals with moderate-to-severe traumatic brain injury (TBI) to demonstrate how genomics and other biomarkers can be identified and assessed for their capacity to assist with personalized (precision) neurorehabilitation care and management.
Collapse
Affiliation(s)
- Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, 3471 Fifth Avenue Suite 202, Kaufman Building, Pittsburgh, PA, 15213, USA.
| |
Collapse
|
47
|
Juengst SB, Wagner AK, Ritter AC, Szaflarski JP, Walker WC, Zafonte RD, Brown AW, Hammond FM, Pugh MJ, Shea T, Krellman JW, Bushnik T, Arenth PM. Post-traumatic epilepsy associations with mental health outcomes in the first two years after moderate to severe TBI: A TBI Model Systems analysis. Epilepsy Behav 2017; 73:240-246. [PMID: 28658654 DOI: 10.1016/j.yebeh.2017.06.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [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] [Received: 02/21/2017] [Revised: 05/08/2017] [Accepted: 06/05/2017] [Indexed: 10/19/2022]
Abstract
PURPOSE Research suggests that there are reciprocal relationships between mental health (MH) disorders and epilepsy risk. However, MH relationships to post-traumatic epilepsy (PTE) have not been explored. Thus, the objective of this study was to assess associations between PTE and frequency of depression and/or anxiety in a cohort of individuals with moderate-to-severe TBI who received acute inpatient rehabilitation. METHODS Multivariate regression models were developed using a recent (2010-2012) cohort (n=867 unique participants) from the TBI Model Systems (TBIMS) National Database, a time frame during which self-reported seizures, depression [Patient Health Questionnaire (PHQ)-9], and anxiety [Generalized Anxiety Disorder (GAD-7)] follow-up measures were concurrently collected at year-1 and year-2 after injury. RESULTS PTE did not significantly contribute to depression status in either the year-1 or year-2 cohort, nor did it contribute significantly to anxiety status in the year-1 cohort, after controlling for other known depression and anxiety predictors. However, those with PTE in year-2 had 3.34 times the odds (p=.002) of having clinically significant anxiety, even after accounting for other relevant predictors. In this model, participants who self-identified as Black were also more likely to report clinical symptoms of anxiety than those who identified as White. PTE was the only significant predictor of comorbid depression and anxiety at year-2 (Odds Ratio 2.71; p=0.049). CONCLUSIONS Our data suggest that PTE is associated with MH outcomes 2years after TBI, findings whose significance may reflect reciprocal, biological, psychological, and/or experiential factors contributing to and resulting from both PTE and MH status post-TBI. Future work should consider temporal and reciprocal relationships between PTE and MH as well as if/how treatment of each condition influences biosusceptibility to the other condition.
Collapse
Affiliation(s)
- Shannon B Juengst
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States
| | - Amy K Wagner
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States; Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, United States; Department of Neuroscience, University of Pittsburgh, Pittsburgh, PA, United States; Center for Neuroscience at University of Pittsburgh, Pittsburgh, PA, United States.
| | - Anne C Ritter
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States; Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jerzy P Szaflarski
- University of Alabama at Birmingham Department of Neurology and UAB Epilepsy Center, Birmingham, AL, United States
| | - William C Walker
- Dept of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA, United States
| | - Ross D Zafonte
- Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Allen W Brown
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, United States
| | - Flora M Hammond
- Carolinas Rehabilitation, Charlotte, NC, United States; Indiana University School of Medicine, Indianapolis, IN, United States
| | - Mary Jo Pugh
- South Texas Veterans Health Care System Polytrauma Rehabilitation Center, San Antonio, TX, United States; Department of Epidemiology and Biostatistics, University of Texas Health Science Center San Antonio, San Antonio, TX, United States
| | - Timothy Shea
- Department of Physical Medicine and Rehabilitation, Ohio State University, Columbus, OH, United States
| | - Jason W Krellman
- Department of Neurology, Columbia University Medical Center, New York, NY, United States
| | - Tamara Bushnik
- Rusk Rehabilitation, New York University School of Medicine, New York, NY, United States(1)
| | - Patricia M Arenth
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA, United States
| |
Collapse
|
48
|
Juengst SB, Kumar RG, Wagner AK. A narrative literature review of depression following traumatic brain injury: prevalence, impact, and management challenges. Psychol Res Behav Manag 2017; 10:175-186. [PMID: 28652833 PMCID: PMC5476717 DOI: 10.2147/prbm.s113264] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [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] [Indexed: 01/08/2023] Open
Abstract
Depression is one of the most common conditions to emerge after traumatic brain injury (TBI), and despite its potentially serious consequences it remains undertreated. Treatment for post-traumatic depression (PTD) is complicated due to the multifactorial etiology of PTD, ranging from biological pathways to psychosocial adjustment. Identifying the unique, personalized factors contributing to the development of PTD could improve long-term treatment and management for individuals with TBI. The purpose of this narrative literature review was to summarize the prevalence and impact of PTD among those with moderate to severe TBI and to discuss current challenges in its management. Overall, PTD has an estimated point prevalence of 30%, with 50% of individuals with moderate to severe TBI experiencing an episode of PTD in the first year after injury alone. PTD has significant implications for health, leading to more hospitalizations and greater caregiver burden, for participation, reducing rates of return to work and affecting social relationships, and for quality of life. PTD may develop directly or indirectly as a result of biological changes after injury, most notably post-injury inflammation, or through psychological and psychosocial factors, including pre injury personal characteristics and post-injury adjustment to disability. Current evidence for effective treatments is limited, although the strongest evidence supports antidepressants and cognitive behavioral interventions. More personalized approaches to treatment and further research into unique therapy combinations may improve the management of PTD and improve the health, functioning, and quality of life for individuals with TBI.
Collapse
Affiliation(s)
- Shannon B Juengst
- Department of Physical Medicine and Rehabilitation
- Department of Rehabilitation Counseling, University of Texas Southwestern Medical Center, Dallas, TX
| | - Raj G Kumar
- Department of Physical Medicine and Rehabilitation
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation
- Department of Neuroscience
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA, USA
| |
Collapse
|
49
|
Harun R, Grassi CM, Munoz MJ, Wagner AK. Modeling Fast-scan Cyclic Voltammetry Data from Electrically Stimulated Dopamine Neurotransmission Data Using QNsim1.0. J Vis Exp 2017. [PMID: 28605373 DOI: 10.3791/55595] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Central dopaminergic (DAergic) pathways have an important role in a wide range of functions, such as attention, motivation, and movement. Dopamine (DA) is implicated in diseases and disorders including attention deficit hyperactivity disorder, Parkinson's disease, and traumatic brain injury. Thus, DA neurotransmission and the methods to study it are of intense scientific interest. In vivo fast-scan cyclic voltammetry (FSCV) is a method that allows for selectively monitoring DA concentration changes with fine temporal and spatial resolution. This technique is commonly used in conjunction with electrical stimulations of ascending DAergic pathways to control the impulse flow of dopamine neurotransmission. Although the stimulated DA neurotransmission paradigm can produce robust DA responses with clear morphologies, making them amenable for kinetic analysis, there is still much debate on how to interpret the responses in terms of their DA release and clearance components. To address this concern, a quantitative neurobiological (QN) framework of stimulated DA neurotransmission was recently developed to realistically model the dynamics of DA release and reuptake over the course of a stimulated DA response. The foundations of this model are based on experimental data from stimulated DA neurotransmission and on principles of neurotransmission adopted from various lines of research. The QN model implements 12 parameters related to stimulated DA release and reuptake dynamics to model DA responses. This work describes how to simulate DA responses using QNsim1.0 and also details principles that have been implemented to systematically discern alterations in the stimulated dopamine release and reuptake dynamics.
Collapse
Affiliation(s)
- Rashed Harun
- Center for Neuroscience, University of Pittsburgh; Department of Physical Medicine & Rehabilitation, University of Pittsburgh, School of Medicine; Safar Center for Resuscitation Research, University of Pittsburgh;
| | - Christine M Grassi
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh, School of Medicine
| | - Miranda J Munoz
- Department of Physical Medicine & Rehabilitation, University of Pittsburgh, School of Medicine; Department of Biological Sciences, Mellon College of Science, Carnegie Mellon University
| | - Amy K Wagner
- Center for Neuroscience, University of Pittsburgh; Department of Physical Medicine & Rehabilitation, University of Pittsburgh, School of Medicine; Safar Center for Resuscitation Research, University of Pittsburgh
| |
Collapse
|
50
|
Nora GJ, Harun R, Fine DF, Hutchison D, Grobart AC, Stezoski JP, Munoz MJ, Kochanek PM, Leak RK, Drabek T, Wagner AK. Ventricular fibrillation cardiac arrest produces a chronic striatal hyperdopaminergic state that is worsened by methylphenidate treatment. J Neurochem 2017; 142:305-322. [PMID: 28445595 DOI: 10.1111/jnc.14058] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [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: 10/27/2016] [Revised: 04/19/2017] [Accepted: 04/20/2017] [Indexed: 01/21/2023]
Abstract
Cardiac arrest survival rates have improved with modern resuscitation techniques, but many survivors experience impairments associated with hypoxic-ischemic brain injury (HIBI). Currently, little is understood about chronic changes in striatal dopamine (DA) systems after HIBI. Given the common empiric clinical use of DA enhancing agents in neurorehabilitation, investigation evaluating dopaminergic alterations after cardiac arrest (CA) is necessary to optimize rehabilitation approaches. We hypothesized that striatal DA neurotransmission would be altered chronically after ventricular fibrillation cardiac arrest (VF-CA). Fast-scan cyclic voltammetry was used with median forebrain bundle (MFB) maximal electrical stimulations (60Hz, 10s) in rats to characterize presynaptic components of DA neurotransmission in the dorsal striatum (D-Str) and nucleus accumbens 14 days after a 5-min VF-CA when compared to Sham or Naïve. VF-CA increased D-Str-evoked overflow [DA], total [DA] released, and initial DA release rate versus controls, despite also increasing maximal velocity of DA reuptake (Vmax ). Methylphenidate (10 mg/kg), a DA transporter inhibitor, was administered to VF-CA and Shams after establishing a baseline, pre-drug 60 Hz, 5 s stimulation response. Methylphenidate increased initial evoked overflow [DA] more-so in VF-CA versus Sham and reduced D-Str Vmax in VF-CA but not Shams; these findings are consistent with upregulated striatal DA transporter in VF-CA versus Sham. Our work demonstrates that 5-min VF-CA increases electrically stimulated DA release with concomitant upregulation of DA reuptake 2 weeks after brief VF-CA insult. Future work should elucidate how CA insult duration, time after insult, and insult type influence striatal DA neurotransmission and related cognitive and motor functions.
Collapse
Affiliation(s)
- Gerald J Nora
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Rashed Harun
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - David F Fine
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Daniel Hutchison
- Mylan School of Pharmacy, Duquesne University, Pittsburgh, Pennsylvania, USA
| | - Adam C Grobart
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jason P Stezoski
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Miranda J Munoz
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Patrick M Kochanek
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Rehana K Leak
- Mylan School of Pharmacy, Duquesne University, Pittsburgh, Pennsylvania, USA
| | - Tomas Drabek
- Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Anesthesiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amy K Wagner
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Center for Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|