Higher Relative Brain Age of stroke patients treated with mechanical thrombectomy is associated with poor outcomes
Author Block: M. Guettier, H. Biegalski, R. Lopes, J. Dumont, W. Gorwood, H. Henon, N. Bricout, G. Kuchcinski, M. Bretzner; Lille/FR
Purpose: Relative brain age (RBA) is a novel MRI-derived biomarker that quantifies brain health relative to other patients within a cohort. It has previously been associated with poorer outcomes in untreated ischemic stroke patients. However, its impact on poststroke outcomes in patients treated with mechanical thrombectomy (MT) remains unclear.We investigated the clinical determinants of RBA and its association with poststroke outcomes in patients treated with MT
Methods or Background: We conducted a retrospective analysis of clinical and imaging data from stroke patients admitted to Lille University Hospital for anterior circulation MT between 2015 and 2020. Admission axial T2 FLAIR MRI images were used to obtain brain parcellation data. A modified brain age prediction pipeline was applied to estimate brain age and derive RBA. Linear regression was used to identify cardiovascular risk factors associated with higher RBA, while logistic regression was employed to assess the impact of RBA on post-stroke outcomes.
Results or Findings: A total of 1,296 patients were included, with a mean age of 70 years; 54% were women. Patients with a history of diabetes mellitus and smoking had significantly higher RBA, indicating older-appearing brains (p=0.001 and p=0.010, respectively). Univariate analysis showed that patients with higher RBA, reflecting poorer brain health, were less likely to achieve favorable functional outcomes after stroke (p=0.027). In multivariate analysis, several factors, including age, RBA, admission NIHSS score, intravenous thrombolysis, successful MT, glycemia, time from imaging to MT, and MT duration, were significantly associated with post-stroke outcomes (adjusted odds ratios: 0.48, 0.80, 0.48, 2.04, 5.72, 0.75, 0.81, and 0.69, respectively).
Conclusion: Our study highlights the influence of smoking and diabetes on brain aging and the detrimental effects of poor brain health on post-stroke outcomes, building on decades of clinical knowledge.
Limitations: Retrospective data
Funding for this study: This study has been funded by the ESR/EIBIR 2022 Seed Grant.
Has your study been approved by an ethics committee? Yes
Ethics committee - additional information: The ethical committee (Comité de protection des personnes Nord-Ouest IV) classified the study as observational on March 9, 2010, and the committee protecting personal information of the patient approved the study by December 21, 2010 (n°10.677). Anonymized data supporting the findings of this study are available from the corresponding author upon reasonable request.