Evidence map›Paper›PMID 38845484›Full record

SynthesisAnnals of neurology2024

Accelerated Aging after Traumatic Brain Injury: An ENIGMA Multi-Cohort Mega-Analysis.

Emily L Dennis, Samantha Vervoordt, Maheen M Adamson, Amiri Houshang, Erin D Bigler, Karen Caeyenberghs, James H Cole, Kristen Dams-O'Connor, Evelyn M Deutscher, Ekaterina Dobryakova and 26 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in Annals of neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

19 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

36 authors.

Emily L DennisDepartment of Neurology, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0001-7112-4009
Samantha VervoordtDepartment of Psychology, Penn State University, State College, PA, USA.
Maheen M AdamsonWomen's Operational Military Exposure Network (WOMEN) & Rehabilitation, VA Palo Alto Healthcare System, Palo Alto, CA, USA.
Amiri HoushangNeuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran.
Erin D BiglerDepartment of Neurology, University of Utah, Salt Lake City, UT, USA.
Karen CaeyenberghsCognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Australia.ORCID 0000-0001-7009-6843
James H ColeCentre for Medical Image Computing, Computer Science, University College London, London, UK.ORCID 0000-0003-1908-5588
Kristen Dams-O'ConnorDepartment of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Evelyn M DeutscherCognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Australia.
Ekaterina DobryakovaCenter for Traumatic Brain Injury, Kessler Foundation, East Hanover, NJ, USA.
Helen M GenovaRutgers New Jersey Medical School, Newark, NJ, USA.
Jordan H GrafmanShirley Ryan Ability Lab, Chicago, IL, USA.
Asta K HåbergDepartment of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, NTNU, Trondheim, Norway.
Torgeir HellstrømDepartment of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.
Andrei IrimiaEthel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA.
Vassilis E KoliatsosDepartments of Pathology (Neuropathology), Neurology, and Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Hannah M LindseyDepartment of Neurology, University of Utah, Salt Lake City, UT, USA.
Abigail LivnyDivision of Diagnostic Imaging, Sheba Medical Center, Tel-Aviv, Israel.
David K MenonDepartment of Medicine, University of Cambridge, Cambridge, UK.
Tricia L MerkleyDepartment of Neurology, University of Utah, Salt Lake City, UT, USA.
Abdalla Z MohamedThompson Institute, University of the Sunshine Coast, Birtinya, Australia.
Stefania MondelloDepartment of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy.ORCID 0000-0002-8587-3614
Martin M MontiDepartment of Psychology, UCLA, Los Angeles, CA, USA.ORCID 0000-0001-5511-3780
Virginia Fj NewcombeDepartment of Medicine, University of Cambridge, Cambridge, UK.ORCID 0000-0001-6044-9035
Mary R NewsomeDepartment of Neurology, University of Utah, Salt Lake City, UT, USA.
Jennie PonsfordMonash-Epworth Rehabilitation Research Centre, School of Psychological Sciences, Monash University, Melbourne, Australia.
Amanda RabinowitzMoss Rehabilitation Research Institute, Elkins Park, PA, USA.
Hanne SmevikDepartment of Psychology, NTNU, Trondheim, Norway.
Gershon SpitzMonash-Epworth Rehabilitation Research Centre, School of Psychological Sciences, Monash University, Melbourne, Australia.
Umesh M VenkatesanMoss Rehabilitation Research Institute, Elkins Park, PA, USA.
Lars T WestlyeDepartment of Psychology, University of Oslo, Oslo, Norway.
Ross ZafonteDepartment of Physical Medicine and Rehabilitation, Massachusetts General Hospital/Brigham & Women's Hospital, Boston, MA, USA.
Paul M ThompsonImaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA, USA.
Elisabeth A WildeDepartment of Neurology, University of Utah, Salt Lake City, UT, USA.
Alexander Olsen *Department of Psychology, NTNU, Trondheim, Norway.
Frank G Hillary *Department of Psychology, Penn State University, State College, PA, USA.

Funding

TR&D3: Intrinsic Surface MappingP41EB015922 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI TOGA, ARTHUR W · 2012 to 2022
$14.1M
The Late Effects of TBI (LETBI) Study: Injury Patterns and Biological Markers of Post-Traumatic NeurodegenerationRF1NS115268 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Kristen Dams-O'Connor · 2019 to 2026
$10.3M
Training U54EB020403 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2014 to 2018
$10.1M
Neuropathology of CTE and Delayed Effects of TBI: Toward In-Vivo DiagnosticsU01NS086625 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI DAMS-O'CONNOR, KRISTEN · 2014 to 2017
$6.1M
Leveraging Existing Aging Research Networks to investigate TBI and AD/ADRD risk (LEARN TBI & AD)R01AG061028 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI DAMS-O'CONNOR, KRISTEN, MEZ, JESSE BENJAMIN · 2019 to 2023
$5.9M
Clinical & biological signatures of post-traumatic neurodegeneration: Leveraging the TBI Model Systems of Care to accelerate in vivo diagnosis of the late effects of TBI (LETBI)RF1NS128961 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI DAMS-O'CONNOR, KRISTEN · 2022 to 2022
$5.0M
Trauma and Genomics Modulate Brain Structure across Common Psychiatric DisordersR01MH111671 · NIMH · DUKE UNIVERSITY · PI MARK W LOGUE, RAJENDRA A MOREY · 2017 to 2026
$4.4M
ENIGMA World Aging CenterR01AG058854 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2021 to 2025
$3.3M
Clinical & biological signatures of post-traumatic neurodegeneration: Leveraging the TBI Model Systems of Care to accelerate in vivo diagnosis of the late effects of TBI (LETBI)R01NS128961 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Kristen Dams-O'Connor · 2025 to 2026
$3.3M
Interpretable machine learning to synergize brain age estimation and neuroimaging geneticsR01AG079957 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Andrei Irimia · 2023 to 2026
$3.2M
Traumatic axonal injury in the visual system: role of dual leucine zipper kinaseR01EY028039 · NEI · JOHNS HOPKINS UNIVERSITY · PI KOLIATSOS, VASSILIS E, ZACK, DONALD J. · 2017 to 2021
$2.9M
Advancing Secondary Data Analysis: the ENIGMA Brain Injury Data Harmonization InitiativeR33NS120249 · NINDS · PENNSYLVANIA STATE UNIVERSITY, THE · PI DENNIS, EMILY LARSEN, HILLARY, FRANK GERARD · 2023 to 2025
$2.6M
Congressionally Directed Medical Research Programs W81XWH-18-1-0413H2020 European Research CouncilHelse Midt-NorgeIsrael Innovation AuthorityNational Health and Medical Research CouncilNational Institute for Health and Care ResearchNEI NIH HHS R01 EY028039NIA NIH HHS 058854NIA NIH HHS 061028NIA NIH HHS 079957NIA NIH HHS 082201NIA NIH HHS R01 AG061028NIA NIH HHS R01 AG079957NIA NIH HHS R56 AG058854NIA NIH HHS RF1 AG082201NIBIB NIH HHS 015922NIBIB NIH HHS 020403NIBIB NIH HHS P41 EB015922NIBIB NIH HHS U54 EB020403NIMH NIH HHS 111671NIMH NIH HHS 116147NIMH NIH HHS R01 MH111671NIMH NIH HHS R01 MH116147NINDS NIH HHS 086625NINDS NIH HHS 100973NINDS NIH HHS 115568NINDS NIH HHS 120249NINDS NIH HHS 121107NINDS NIH HHS 128961NINDS NIH HHS R01 NS100973NINDS NIH HHS R01 NS121107NINDS NIH HHS R33 NS120249NINDS NIH HHS R61 NS120249NINDS NIH HHS RF1 NS115268NINDS NIH HHS RF1 NS128961NINDS NIH HHS U01 NS086625Tiny Blue Dot FoundationTransport Accident CommissionUK Research and InnovationU.S. Department of Veterans Affairs
6 · The paper itself

Abstract

objectiveThe long-term consequences of traumatic brain injury (TBI) on brain structure remain uncertain. Given evidence that a single significant brain injury event increases the risk of dementia, brain-age estimation could provide a novel and efficient indexing of the long-term consequences of TBI. Brain-age procedures use predictive modeling to calculate brain-age scores for an individual using structural magnetic resonance imaging (MRI) data. Complicated mild, moderate, and severe TBI (cmsTBI) is associated with a higher predicted age difference (PAD), but the progression of PAD over time remains unclear. We sought to examine whether PAD increases as a function of time since injury (TSI) and if injury severity and sex interacted to influence this progression.

methodsThrough the ENIGMA Adult Moderate and Severe (AMS)-TBI working group, we examine the largest TBI sample to date (n = 343), along with controls, for a total sample size of n = 540, to replicate and extend prior findings in the study of TBI brain age. Cross-sectional T1w-MRI data were aggregated across 7 cohorts, and brain age was established using a similar brain age algorithm to prior work in TBI.

resultsFindings show that PAD widens with longer TSI, and there was evidence for differences between sexes in PAD, with men showing more advanced brain age. We did not find strong evidence supporting a link between PAD and cognitive performance.

interpretationThis work provides evidence that changes in brain structure after cmsTBI are dynamic, with an initial period of change, followed by relative stability in brain morphometry, eventually leading to further changes in the decades after a single cmsTBI. ANN NEUROL 2024;96:365-377.

Indexed as

Brain Injuries, TraumaticMagnetic Resonance ImagingAdultAgedAgingAging, PrematureBrainCohort StudiesFemaleHumansMaleMiddle Aged

Identifiers

PMID38845484
PMCPMC13431743

What Socratic holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.