神经血管束
概化理论
医学
高强度
痴呆
内科学
疾病
外科
放射科
心理学
磁共振成像
发展心理学
作者
Chu‐Chung Huang,Kun‐Hsien Chou,Wei‐Ju Lee,Albert C. Yang,Shih‐Jen Tsai,Liang‐Kung Chen,Chih‐Ping Chung,Ching‐Po Lin
出处
期刊:Age and Ageing
[Oxford University Press]
日期:2022-04-20
卷期号:51 (5)
被引量:8
标识
DOI:10.1093/ageing/afac106
摘要
age-related neurovascular structural and functional impairment is a major aetiology of dementia and stroke in older people. There is no single marker representative of neurovascular biological age yet.this study aims to develop and validate a white matter hyperintensities (WMH)-based model for characterising individuals' neurovascular biological age.in this prospective single-site study, the WMH-based age-prediction model was constructed based on WMH volumes of 491 healthy participants (21-89 years). In the training dataset, the constructed linear-regression model with log-transformed WMH volumes showed well-balanced complexity and accuracy (root mean squared error, RMSE = 10.20 and mean absolute error, MAE = 7.76 years). This model of neurovascular age estimation was then applied to a middle-to-old aged testing dataset (n = 726, 50-92 years) as the testing dataset for external validation.the established age estimator also had comparable generalizability with the testing dataset (RMSE = 7.76 and MAE = 6.38 years). In the testing dataset, the WMH-predicted age difference was negatively associated with visual executive function. Individuals with older predicted-age for their chronological age had greater cardiovascular burden and cardiovascular disease risks than individuals with normal or delayed predicted age. These associations were independent of chronological age.our model is easy to use in clinical practice that helps to evaluate WMH severity objective to chronological age. Current findings support our WMH-based age measurement to reflect neurovascular health and have potential diagnostic and prognostic value for clinical or research purposes in age-related neurovascular disorders.
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