Evidence map›Paper›PMID 42661255›Full record

ArticleThe Journal of head trauma rehabilitation2026

Multidimensional Preinjury Health and 6-month Outcome After Traumatic Brain Injury in Older Adults Presenting With Mainly GCS 13-15.

Roy Tzemah-Shahar, Yael Rosen Lang, Ava M Puccio, Esther L Yuh, Domenico Lombardi, Michele Diaz Nelson, John Boscardin, J Russell Huie, Kristine Yaffe, David O Okonkwo and 4 more

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Article in The Journal of head trauma rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Roy Tzemah-ShaharAuthor Affiliations: Joseph Sagol Neuroscience Center, Sheba Medical Center, Ramat Gan, Israel (Tzemah-Shahar, Rosen Lang, and Gardner); Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (Puccio, and Okonkwo); Department of Radiology, University of California San Francisco, San Francisco, California (Yuh); Department of Neurological Surgery, University of California San Francisco, San Francisco, California (Lombardi, Huie, Manley); School of Nursing, Community Health Systems, University of California San Francisco, San Francisco, California (Diaz Nelson); Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California (Boscardin, and Yaffe); Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, California (Yaffe); and Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania (Diaz Arrastia).ORCID 0000-0003-0474-1888
Yael Rosen Lang
Ava M Puccio
Esther L Yuh
Domenico Lombardi
Michele Diaz Nelson
John Boscardin
J Russell Huie
Kristine Yaffe
David O Okonkwo
Ramon Diaz Arrastia
Geoffrey T Manley
Raquel C Gardner
TRACK-TBI Investigators

Funding

Transforming Research And Clinical Knowledge in Geriatric Traumatic Brain Injury (TRACK-GERI)R01NS110944 · NINDS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GARDNER, RAQUEL C., MANLEY, GEOFFREY T · 2019 to 2023
$3.4M
NINDS NIH HHS R01 NS110944
6 · The paper itself

Abstract

objectiveTo test the accuracy of existing traumatic brain injury (TBI) outcome prediction models in older adults with TBI (oaTBI), to determine the independent association of 5 different measures of preinjury health with 6-month outcome, and to investigate whether these preinjury health measures improve outcome prediction.

settingTwo level 1 trauma centers.

participantsA total of 112 adults aged ≥65 years who underwent head computed tomography after acute TBI (95% with Glasgow Coma Scale (GCS) score 13-15, 66% with acute intracranial trauma on head CT).

designProspective cohort study. MAIN MEASURES: Preinjury health was characterized using activities of daily living (ADL), Functional Activities Questionnaire (FAQ), Clinical Dementia Rating (CDR), Charlson Comorbidity Index (CCI), and Groningen Frailty Index (GFI). The primary outcome was poor recovery (Glasgow Outcome Scale-Extended <5: severe disability or death) at 6 months. We compared performance of CRASH and IMPACT models in predicting 6-month outcome. Each preinjury health measure was tested for independent association with outcome and incremental prognostic value when added to the best-performing model. Model accuracy was assessed using area under the curve (AUC).

resultsParticipants' mean ± SD age was 77.8 ± 7.9 years; 42% were women. The CRASH-basic model had the highest accuracy (AUC = 0.74, 95% CI = 0.64-0.83). Poor 6-month outcome was independently associated with preinjury cognitive impairment (CDR OR = 1.38, 95% CI = 1.07-1.76), impaired ADL (ADL OR = 2.45, 95% CI = 1.16-5.15), decreased cognitively mediated function (FAQ OR = 1.17, 95% CI = 1.06-1.29), and higher frailty (GFI OR = 1.30, 95% CI = 1.06-1.59), but not with comorbidities (CCI OR 1.00, 95% CI 0.76-1.32). No measure significantly improved CRASH-basic AUC (all P > 0.05).

conclusionsAmong older adults with mainly mild TBI, preinjury frailty and cognitive-mediated function were independently associated with poor 6-month outcome, yet these preinjury measures did not significantly improve prediction accuracy. Instruments such as the FAQ and GFI capture clinically meaningful preinjury heterogeneity and may inform the development of more precise oaTBI prognostic models.

Indexed as

frailtyfunctional recoveryolder adultsoutcome prediction

Identifiers

PMID42661255
PMCPMC13601016

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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.