Evidence map›Paper›PMID 33783518›Full record

ArticleJAMA network open2021

Latent Profile Analysis of Neuropsychiatric Symptoms and Cognitive Function of Adults 2 Weeks After Traumatic Brain Injury: Findings From the TRACK-TBI Study.

Benjamin L Brett, Mark D Kramer, John Whyte, Michael A McCrea, Murray B Stein, Joseph T Giacino, Mark Sherer, Amy J Markowitz, Geoffrey T Manley, Lindsay D Nelson and 58 more

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 2 pooled it
5.1field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 2 syntheses or guidelines pooled it, 47 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

68 authors at 14 institutions in 1 country.

Benjamin L BrettDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee.
Mark D KramerIndependent consultant.
John WhyteMoss Rehabilitation Research Institute, Elkins Park, Pennsylvania.
Michael A McCreaDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee.
Murray B SteinDepartment of Psychiatry, University of California, San Diego, La Jolla.
Joseph T GiacinoDepartment of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts.
Mark ShererTIRR Memorial Hermann, Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas.
Amy J MarkowitzDepartment of Neurological Surgery, University of California, San Francisco, San Francisco.
Geoffrey T ManleyDepartment of Neurological Surgery, University of California, San Francisco, San Francisco.
Lindsay D NelsonDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee.
TRACK-TBI Investigators
Opeolu AdeoyeUniversity of Cincinnati, Cincinnati, Ohio.
Neeraj BadjatiaUniversity of Maryland, College Park.
Kim BoaseUniversity of Washington, Seattle.
Jason BarberUniversity of Washington, Seattle.
Yelena BodienMassachusetts General Hospital, Boston.
M Ross BullockUniversity of Miami, Florida.
Randall ChesnutUniversity of Washington, Seattle.
John D CorriganOhio State University, Columbus.
Karen CrawfordUniversity of Southern California, Los Angeles.
Ramon Diaz-ArrastiaUniversity of Pennsylvania, Philadelphia.
Sureyya DikmenUniversity of Washington, Seattle.
Ann-Christine DuhaimeMassGeneral Hospital for Children, Boston, Massachusetts.
Richard EllenbogenUniversity of Washington, Seattle.
V Ramana FeeserVirginia Commonwealth University, Richmond.
Adam R FergusonUniversity of California, San Francisco.
Brandon ForemanUniversity of Cincinnati, Cincinnati, Ohio.
Raquel GardnerUniversity of California, San Francisco.
Etienne GaudetteUniversity of Southern California, Los Angeles.
Luis GonzalezTIRR Memorial Hermann, Houston, Texas.
Shankar GopinathBaylor College of Medicine, Houston, Texas.
Rao GullapalliUniversity of Maryland, College Park.
J Claude HemphillUniversity of California, San Francisco.
Gillian HotzUniversity of Miami, Florida.
Sonia JainUniversity of California, San Diego.
C Dirk KeeneUniversity of Washington, Seattle.
Frederick K KorleyUniversity of Michigan, Ann Arbor.
Joel KramerUniversity of California, San Francisco.
Natalie KreitzerUniversity of Cincinnati, Cincinnati, Ohio.
Harvey LevinBaylor College of Medicine, Houston, Texas.
Chris LindsellVanderbilt University, Nashville, Tennessee.
Joan MachamerUniversity of Washington, Seattle.
Christopher MaddenUT Southwestern Medical Center, Dallas, Texas.
Alastair MartinUniversity of California, San Francisco.
Thomas McAllisterIndiana University, Bloomington.
Randall MerchantVirginia Commonwealth University, Richmond.
Pratik MukherjeeUniversity of California, San Francisco.
Laura B NgwenyaUniversity of Cincinnati, Cincinnati, Ohio.
Florence NoelBaylor College of Medicine, Houston, Texas.
David OkonkwoUniversity of Pittsburgh, Pittsburgh, Pennsylvania.
Eva PalaciosUniversity of California, San Francisco.
Ava PuccioUniversity of Pittsburgh, Pittsburgh, Pennsylvania.
Miri RabinowitzUniversity of Pittsburgh, Pittsburgh, Pennsylvania.
Claudia RobertsonBaylor College of Medicine, Houston, Texas.
Jonathan RosandMassachusetts General Hospital, Boston.
Angelle SanderBaylor College of Medicine, Houston, Texas.
Gabriella SatrisUniversity of California, San Francisco.
David SchnyerUniversity of Texas at Austin, Austin, Texas.
Seth SeaburyUniversity of Southern California, Los Angeles.
Sabrina TaylorUniversity of California, San Francisco.
Nancy TemkinUniversity of Washington, Seattle.
Arthur TogaUniversity of Southern California, Los Angeles.
Alex ValadkaVirginia Commonwealth University, Richmond.
Mary VassarUniversity of California, San Francisco.
Kevin WangUniversity of Florida, Gainesville.
John K YueUniversity of California, San Francisco.
Esther YuhUniversity of California, San Francisco.
Ross ZafonteHarvard Medical School, Boston, Massachusetts.
University of California, San Francisco · USUniversity of Washington · USUniversity of Southern California · USBaylor College of Medicine · USUniversity of Pittsburgh · USUniversity of Miami · USHarvard University · USMedical College of Wisconsin · USMemorial Hermann Institute for Rehabilitation and Research Foundation · USUniversity of Cincinnati · USVirginia Commonwealth University · USMoss Rehabilitation Hospital · USUniversity of California San Diego · USVanderbilt University · US

Funding

Improving Patient Classification and Outcome Measurement in Traumatic Brain Injury (TBI)R01NS110856 · NINDS · MEDICAL COLLEGE OF WISCONSIN · PI NELSON, LINDSAY · 2019 to 2023
$3.0M
NINDS NIH HHS L30 NS113158NINDS NIH HHS R01 NS110856
6 · The paper itself

Abstract

Importance: Heterogeneity across patients with traumatic brain injury (TBI) presents challenges for clinical care and intervention design. Identifying distinct clinical phenotypes of TBI soon after injury may inform patient selection for precision medicine clinical trials. Objective: To investigate whether distinct neurobehavioral phenotypes can be identified 2 weeks after TBI and to characterize the degree to which early neurobehavioral phenotypes are associated with 6-month outcomes. Design, Setting, and Participants: This prospective cohort study included patients presenting to 18 US level 1 trauma centers within 24 hours of TBI from 2014 to 2019 as part of the Transforming Research and Clinical Knowledge in TBI (TRACK-TBI) study. Data were analyzed from January 28, 2020, to January 11, 2021. Exposures: TBI. Main Outcomes and Measures: Latent profiles (LPs) were derived from common dimensions of neurobehavioral functioning at 2 weeks after injury, assessed through National Institutes of Health TBI Common Data Elements (ie, Brief Symptom Inventory-18, Patient Health Questionnaire-9 Depression checklist, Posttraumatic Stress Disorder Checklist for DSM-5, PROMIS Pain Intensity scale, Insomnia Severity Index, Rey Auditory Verbal Learning Test, Wechsler Adult Intelligence Scale-Fourth Edition Coding and Symbol Search subtests, Trail Making Test, and NIH Toolbox Cognitive Battery Pattern Comparison Processing Speed, Dimensional Change Card Sort, Flanker Inhibitory Control and Attention, and Picture Sequence Memory subtests). Six-month outcomes were the Satisfaction With Life Scale (SWLS), Quality of Life after Brain Injury-Overall Scale (QOLIBRI-OS), Glasgow Outcome Scale-Extended (GOSE), and Rivermead Post-Concussion Symptoms Questionnaire (RPQ). Results: Among 1757 patients with TBI included, 1184 (67.4%) were men, and the mean (SD) age was 39.9 (17.0) years. LP analysis revealed 4 distinct neurobehavioral phenotypes at 2 weeks after injury: emotionally resilient (419 individuals [23.8%]), cognitively impaired (368 individuals [20.9%]), cognitively resilient (620 individuals [35.3%]), and neuropsychiatrically distressed (with cognitive weaknesses; 350 individuals [19.9%]). Adding LP group to models including demographic characteristics, medical history, Glasgow Coma Scale score, and other injury characteristics was associated with significantly improved estimation of association with 6-month outcome (GOSE R2 increase = 0.09-0.19; SWLS R2 increase = 0.12-0.22; QOLIBRI-OS R2 increase = 0.14-0.32; RPQ R2 = 0.13-0.34). Conclusions and Relevance: In this cohort study of patients with TBI presenting to US level-1 trauma centers, qualitatively distinct profiles of symptoms and cognitive functioning were identified at 2 weeks after TBI. These distinct phenotypes may help optimize clinical decision-making regarding prognosis, as well as selection and stratification for randomized clinical trials.

Indexed as

Quality of LifeAdultBrain Injuries, TraumaticCognitionFemaleFollow-Up StudiesGlasgow Coma ScaleHumansMaleProspective StudiesTime Factors

Identifiers

PMID33783518
PMCPMC8010589
OpenAlexW3145824211

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.