“…Based on recent studies suggesting that tissue-specific age prediction can provide further detail ( Beck et al, 2022 , de Lange et al, 2020a , Eavani et al, 2018 , Voldsbekk et al, 2021 ), we estimated GM and WM brain age separately. WMH volume derived from T2 fluid-attenuated inversion recovery (FLAIR) images was examined as an additional measure, as a number of studies indicate higher WMH prevalence in females compared to males ( Alqarni et al, 2021 , Jorgensen et al, 2018 , Lohner et al, 2022 , Sachdev et al, 2009 , Than et al, 2021 , Van Den Heuvel et al, 2004 ) and recent evidence points to sex-specific associations between cardiometabolic risk factors and WMH pathology ( Alqarni et al, 2021 ). Sex differences in WMH prevalence have been observed to primarily emerge after the age of 50 ( Wen et al, 2009 ), which is close to the average age of menopause (51 years, ( InterLACE, 2019 )), or specifically after the menopause ( Jorgensen et al, 2018 , Lohner et al, 2022 , Than et al, 2021 ), indicating a link between WMHs and female endocrine ageing processes ( Thurston et al, 2016 ).…”