Effect of frailty on 6-month outcome after traumatic brain injury: a multicentre cohort study with external validation

dc.contributor.authorGalimberti, Stefaniaen
dc.contributor.authorGraziano, Francescaen
dc.contributor.authorMaas, Andrew I.R.en
dc.contributor.authorIsernia, Giuliaen
dc.contributor.authorLecky, Fionaen
dc.contributor.authorJain, Soniaen
dc.contributor.authorSun, Xiaoyingen
dc.contributor.authorGardner, Raquel C.en
dc.contributor.authorTaylor, Sabrina R.en
dc.contributor.authorMarkowitz, Amy J.en
dc.contributor.authorManley, Geoffrey T.en
dc.contributor.authorValsecchi, Maria Graziaen
dc.contributor.authorBellelli, Giuseppeen
dc.contributor.authorCiterio, Giuseppeen
dc.contributor.authorAckerlund, Ceciliaen
dc.contributor.authorAdams, Hadieen
dc.contributor.authorAmrein, Krisztinaen
dc.contributor.authorAndelic, Nadaen
dc.contributor.authorAndreassen, Lasseen
dc.contributor.authorAnke, Audnyen
dc.contributor.authorAntoni, Annaen
dc.contributor.authorAudibert, Gérarden
dc.contributor.authorAzouvi, Philippeen
dc.contributor.authorAzzolini, Maria Luisaen
dc.contributor.authorBartels, Ronalden
dc.contributor.authorBarzó, Pálen
dc.contributor.authorBeauvais, Romualden
dc.contributor.authorBeer, Ronnyen
dc.contributor.authorBellander, Bo Michaelen
dc.contributor.authorBelli, Antonioen
dc.contributor.authorBenali, Habiben
dc.contributor.authorBerardino, Maurizioen
dc.contributor.authorBeretta, Luigien
dc.contributor.authorBlaabjerg, Mortenen
dc.contributor.authorBragge, Peteren
dc.contributor.authorBrazinova, Alexandraen
dc.contributor.authorBrinck, Vibekeen
dc.contributor.authorBrooker, Joanneen
dc.contributor.authorBrorsson, Camillaen
dc.contributor.authorBuki, Andrasen
dc.contributor.authorBullinger, Monikaen
dc.contributor.authorCabeleira, Manuelen
dc.contributor.authorCaccioppola, Alessioen
dc.contributor.authorCalappi, Emilianaen
dc.contributor.authorCalvi, Maria Rosaen
dc.contributor.authorCameron, Peteren
dc.contributor.authorCarbayo Lozano, Guillermoen
dc.contributor.authorCarbonara, Marcoen
dc.contributor.authorCastaño-León, Ana M.en
dc.contributor.authorGruen, Russell L.en
dc.date.accessioned2025-05-30T16:29:56Z
dc.date.available2025-05-30T16:29:56Z
dc.date.issued2022en
dc.description.abstractBackground: Frailty is known to be associated with poorer outcomes in individuals admitted to hospital for medical conditions requiring intensive care. However, little evidence is available for the effect of frailty on patients’ outcomes after traumatic brain injury. Many frailty indices have been validated for clinical practice and show good performance to predict clinical outcomes. However, each is specific to a particular clinical context. We aimed to develop a frailty index to predict 6-month outcomes in patients after a traumatic brain injury. Methods: A cumulative deficit approach was used to create a novel frailty index based on 30 items dealing with disease states, current medications, and laboratory values derived from data available from CENTER-TBI, a prospective, longitudinal observational study of patients with traumatic brain injury presenting within 24 h of injury and admitted to a ward or an intensive care unit at 65 centres in Europe between Dec 19, 2014, and Dec 17, 2017. From the individual cumulative CENTER-TBI frailty index (range 0–30), we obtained a standardised value (range 0–1), with high scores indicating higher levels of frailty. The effect of frailty on 6-month outcome evaluated with the extended Glasgow Outcome Scale (GOSE) was assessed through a proportional odds logistic model adjusted for known outcome predictors. An unfavourable outcome was defined as death or severe disability (GOSE score ≤4). External validation was performed on data from TRACK-TBI, a prospective observational study co-designed with CENTER-TBI, which enrolled patients with traumatic brain injury at 18 level I trauma centres in the USA from Feb 26, 2014, to July 27, 2018. CENTER-TBI is registered with ClinicalTrials.gov, NCT02210221; TRACK-TBI is registered at ClinicalTrials.gov, NCT02119182. Findings: 2993 participants (median age was 51 years [IQR 30–67], 2058 [69%] were men) were included in this analysis. The overall median CENTER-TBI frailty index score was 0·07 (IQR 0·03–0·15), with a median score of 0·17 (0·08–0·27) in older adults (aged ≥65 years). The CENTER-TBI frailty index score was significantly associated with the probability of an increasingly unfavourable outcome (cumulative odds ratio [OR] 1·03, 95% CI 1·02–1·04; p<0·0001), and the association was stronger for participants admitted to hospital wards (1·04, 1·03–1·06, p<0·0001) compared with those admitted to the intensive care unit (1·02, 1·01–1·03 p<0·0001). External validation of the CENTER-TBI frailty index in data from the TRACK-TBI (n=1667) cohort supported the robustness and reliability of these findings. The overall median TRACK-TBI frailty index score was 0·03 (IQR 0–0·10), with the frailty index score significantly associated with the risk of an increasingly unfavourable outcome in patients admitted to hospital wards (cumulative OR 1·05, 95% CI 1·03–1·08; p<0·0001), but not in those admitted to the intensive care unit (1·01, 0·99–1·03; p=0·43). Interpretation: We developed and externally validated a frailty index specific to traumatic brain injury. Risk of unfavourable outcome was significantly increased in participants with a higher CENTER-TBI frailty index score, regardless of age. Frailty identification could help to individualise rehabilitation approaches aimed at mitigating effects of frailty in patients with traumatic brain injury. Funding: European Union, Hannelore Kohl Stiftung, OneMind, Integra LifeSciences Corporation, NeuroTrauma Sciences, NIH-NINDS–TRACK-TBI, US Department of Defense.en
dc.description.sponsorshipData used in the preparation of this manuscript were obtained in the context of the CENTER-TBI study, a large collaborative project, supported by the Framework 7 programme of the European Union (grant 602150). Additional funding was obtained from the Hannelore Kohl Stiftung (Germany), OneMind (USA), Integra LifeSciences Corporation (USA), and NeuroTrauma Sciences (USA). TRACK-TBI was supported by National Institute of Neurological Disorders and Stroke TRACK-TBI (grant #U01NS086090) and the US Department of Defense (TBI Endpoints Development Initiative, grant #W81XWH-14–2-0176). Data used in the preparation of this manuscript were obtained in the context of the CENTER-TBI study, a large collaborative project, supported by the Framework 7 programme of the European Union (grant 602150). Additional funding was obtained from the Hannelore Kohl Stiftung (Germany), OneMind (USA), Integra LifeSciences Corporation (USA), and NeuroTrauma Sciences (USA). TRACK-TBI was supported by National Institute of Neurological Disorders and Stroke TRACK-TBI (grant #U01NS086090) and the US Department of Defense (TBI Endpoints Development Initiative, grant #W81XWH-14–2-0176).en
dc.description.statusPeer-revieweden
dc.format.extent10en
dc.identifier.issn1474-4422en
dc.identifier.otherPubMed:35065038en
dc.identifier.otherORCID:/0000-0001-8023-1957/work/164936586en
dc.identifier.scopus85122939948en
dc.identifier.urihttp://www.scopus.com/inward/record.url?scp=85122939948&partnerID=8YFLogxKen
dc.identifier.urihttps://hdl.handle.net/1885/733755180
dc.language.isoenen
dc.rightsPublisher Copyright: © 2022 Elsevier Ltden
dc.sourceThe Lancet Neurologyen
dc.titleEffect of frailty on 6-month outcome after traumatic brain injury: a multicentre cohort study with external validationen
dc.typeJournal articleen
dspace.entity.typePublicationen
local.bibliographicCitation.lastpage162en
local.bibliographicCitation.startpage153en
local.contributor.affiliationGalimberti, Stefania; University of Milan - Bicoccaen
local.contributor.affiliationGraziano, Francesca; University of Milan - Bicoccaen
local.contributor.affiliationMaas, Andrew I.R.; University of Antwerpen
local.contributor.affiliationIsernia, Giulia; University of Milan - Bicoccaen
local.contributor.affiliationLecky, Fiona; University of Sheffielden
local.contributor.affiliationJain, Sonia; University of California at San Diegoen
local.contributor.affiliationSun, Xiaoying; University of California at San Diegoen
local.contributor.affiliationGardner, Raquel C.; University of California at San Franciscoen
local.contributor.affiliationTaylor, Sabrina R.; University of California at San Franciscoen
local.contributor.affiliationMarkowitz, Amy J.; University of California at San Franciscoen
local.contributor.affiliationManley, Geoffrey T.; University of California at San Franciscoen
local.contributor.affiliationValsecchi, Maria Grazia; University of Milan - Bicoccaen
local.contributor.affiliationBellelli, Giuseppe; University of Milan - Bicoccaen
local.contributor.affiliationCiterio, Giuseppe; University of Milan - Bicoccaen
local.contributor.affiliationGruen, Russell L.; ANU College of Health and Medicine, The Australian National Universityen
local.identifier.citationvolume21en
local.identifier.doi10.1016/S1474-4422(21)00374-4en
local.identifier.pure9a59a97e-82c7-43d1-b90f-f0dc18bbf383en
local.identifier.urlhttps://www.scopus.com/pages/publications/85122939948en
local.type.statusPublisheden

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