Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/36586
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dc.contributor.authorKals, Marten_UK
dc.contributor.authorWilson, Lindsayen_UK
dc.contributor.authorLevey, Daniel Fen_UK
dc.contributor.authorParodi, Liviaen_UK
dc.contributor.authorSteyerberg, Ewout Wen_UK
dc.contributor.authorRichardson, Sylviaen_UK
dc.contributor.authorHe, Fengen_UK
dc.contributor.authorSun, Xiaoyingen_UK
dc.contributor.authorJain, Soniaen_UK
dc.contributor.authorPalotie, Aarnoen_UK
dc.contributor.authorRipatti, Samulien_UK
dc.contributor.authorRosand, Jonathanen_UK
dc.contributor.authorManley, Geoff Ten_UK
dc.contributor.authorMaas, Andrew I Ren_UK
dc.contributor.authorStein, Murray Ben_UK
dc.contributor.authorMenon, David Ken_UK
dc.contributor.authorGAIN,en_UK
dc.date.accessioned2025-02-13T01:07:13Z-
dc.date.available2025-02-13T01:07:13Z-
dc.date.issued2024-12en_UK
dc.identifier.other102956en_UK
dc.identifier.urihttp://hdl.handle.net/1893/36586-
dc.description.abstractBackground Post-traumatic stress disorder (PTSD) and depression are common after mild traumatic brain injury (mTBI), but their biological drivers are uncertain. We therefore explored whether polygenic risk scores (PRS) derived for PTSD and major depressive disorder (MDD) are associated with the development of cognate TBI-related phenotypes. Methods Meta-analyses were conducted using data from two multicenter, prospective observational cohort studies of patients with mTBI: the CENTER-TBI study (ClinicalTrials.gov ID NCT02210221) in Europe (December 2014–December 2017) and the TRACK-TBI study in the US (March 2014–July 2018). In both cohorts, the most common causes of injury were road traffic accidents and falls. Primary outcomes, specifically probable PTSD and depression, were defined at 6 months post-injury using scores ≥33 on the PTSD Checklist-5 and ≥15 on the Patient Health Questionnaire-9, respectively. We calculated PTSD-PRS and MDD-PRS for patients aged ≥17 years who had a Glasgow Coma Scale score of 13–15 upon hospital arrival and assessed their association with PTSD and depression following TBI. We also evaluated the transferability of the findings in a cohort of African Americans. Findings Overall, 11.8% (219/1869) and 6.7% (124/1869) patients were classified as having probable PTSD and depression, respectively. The PTSD-PRS was significantly associated with higher adjusted odds of PTSD in both cohorts, with a pooled odds ratio (OR) of 1.55 [95% confidence interval (CI) 1.30–1.84, p < 0.001, I2 = 20.8%]. Although the MDD-PRS increased the risk of depression after TBI, it did not reach significance in the individual cohorts. However, in a combined analysis, the risk was significantly elevated with a pooled OR of 1.26 [95% CI 1.03–1.53, p = 0.02, I2 = 0%]. The addition of PRSs improved the proportion of outcome variance explained in the two study cohorts from 19.5% and 30.3% to 21.6% and 34.0% for PTSD; and from 11.0% and 22.5% to 12.8% and 22.6% for depression. Patients in the highest cognate PRS quintile had increased odds of 3.16 [95% CI 1.80–5.55] and 2.03 [95% CI 1.04–3.94] of developing PTSD or depression compared to the lowest quintile, respectively. Interpretation Associations of PRSs with PTSD and depression following TBI are not disorder-specific. However, the overlap between MDD-PRS and depression following TBI is less robust compared to PTSD-PRS and PTSD. PRSs could improve risk prediction, and permit enrichment for interventional trials.en_UK
dc.language.isoenen_UK
dc.publisherElsevieren_UK
dc.relationKals M, Wilson L, Levey DF, Parodi L, Steyerberg EW, Richardson S, He F, Sun X, Jain S, Palotie A, Ripatti S, Rosand J, Manley GT, Maas AIR, Stein MB, Menon DK & GAIN (2024) Genetic vulnerability and adverse mental health outcomes following mild traumatic brain injury: a meta-analysis of CENTER-TBI and TRACK-TBI cohorts. <i>eClinicalMedicine</i>, 78, Art. No.: 102956. https://doi.org/10.1016/j.eclinm.2024.102956en_UK
dc.rightsThis is an open access article distributed under the terms of the Creative Commons CC-BY license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. You are not required to obtain permission to reuse this article.en_UK
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_UK
dc.subjectTraumatic brain injuryen_UK
dc.subjectMental healthen_UK
dc.subjectPost-traumatic stress disorderen_UK
dc.subjectDepressionen_UK
dc.subjectPolygenic risk scoreen_UK
dc.titleGenetic vulnerability and adverse mental health outcomes following mild traumatic brain injury: a meta-analysis of CENTER-TBI and TRACK-TBI cohortsen_UK
dc.typeJournal Articleen_UK
dc.identifier.doi10.1016/j.eclinm.2024.102956en_UK
dc.identifier.pmid39720422en_UK
dc.citation.jtitleEClinicalMedicineen_UK
dc.citation.issn2589-5370en_UK
dc.citation.issn2589-5370en_UK
dc.citation.volume78en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.contributor.funderEuropean Commission (Horizon 2020)en_UK
dc.author.emaill.wilson@stir.ac.uken_UK
dc.citation.date05/12/2024en_UK
dc.contributor.affiliationUniversity of Tartuen_UK
dc.contributor.affiliationPsychologyen_UK
dc.contributor.affiliationYale Universityen_UK
dc.contributor.affiliationBroad Institute of MIT and Harvarden_UK
dc.contributor.affiliationLeiden Universityen_UK
dc.contributor.affiliationUniversity of Cambridgeen_UK
dc.contributor.affiliationUniversity of California, San Diegoen_UK
dc.contributor.affiliationUniversity of California, San Diegoen_UK
dc.contributor.affiliationUniversity of California, San Diegoen_UK
dc.contributor.affiliationBroad Institute of MIT and Harvarden_UK
dc.contributor.affiliationBroad Institute of MIT and Harvarden_UK
dc.contributor.affiliationBroad Institute of MIT and Harvarden_UK
dc.contributor.affiliationUniversity of California, San Franciscoen_UK
dc.contributor.affiliationUniversity of Antwerpen_UK
dc.contributor.affiliationUniversity of California, San Diegoen_UK
dc.contributor.affiliationUniversity of Cambridgeen_UK
dc.identifier.isiWOS:001379756900001en_UK
dc.identifier.scopusid2-s2.0-85211046835en_UK
dc.identifier.wtid2078429en_UK
dc.contributor.orcid0000-0003-4113-2328en_UK
dc.date.accepted2024-11-12en_UK
dcterms.dateAccepted2024-11-12en_UK
dc.date.filedepositdate2025-02-11en_UK
dc.relation.funderprojectCollaborative European NeuroTrauma Effectiveness Research in TBIen_UK
dc.relation.funderrefGrant Agreement No 602150-2en_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorKals, Mart|en_UK
local.rioxx.authorWilson, Lindsay|0000-0003-4113-2328en_UK
local.rioxx.authorLevey, Daniel F|en_UK
local.rioxx.authorParodi, Livia|en_UK
local.rioxx.authorSteyerberg, Ewout W|en_UK
local.rioxx.authorRichardson, Sylvia|en_UK
local.rioxx.authorHe, Feng|en_UK
local.rioxx.authorSun, Xiaoying|en_UK
local.rioxx.authorJain, Sonia|en_UK
local.rioxx.authorPalotie, Aarno|en_UK
local.rioxx.authorRipatti, Samuli|en_UK
local.rioxx.authorRosand, Jonathan|en_UK
local.rioxx.authorManley, Geoff T|en_UK
local.rioxx.authorMaas, Andrew I R|en_UK
local.rioxx.authorStein, Murray B|en_UK
local.rioxx.authorMenon, David K|en_UK
local.rioxx.authorGAIN, |en_UK
local.rioxx.projectGrant Agreement No 602150-2|European Commission (Horizon 2020)|en_UK
local.rioxx.freetoreaddate2025-02-11en_UK
local.rioxx.licencehttp://creativecommons.org/licenses/by/4.0/|2025-02-11|en_UK
local.rioxx.filename1-s2.0-S2589537024005352-main.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source2589-5370en_UK
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