生物标志物
多路复用
疾病
阿尔茨海默病
医学
生物标志物发现
内表型
τ蛋白
肿瘤科
生物信息学
计算生物学
生物
内科学
蛋白质组学
认知
基因
遗传学
精神科
作者
Yuanbing Jiang,Hyebin Uhm,Fanny C.F. Ip,Ouyang Li,Ronnie M.N. Lo,Elaine Cheng,Xiaoyun Cao,Clara M. C. Tan,Brian C.H. Law,Paula Ortiz‐Romero,Albert Puig‐Pijoan,Aida Fernández‐Lebrero,José Contador,Kin Y. Mok,John Hardy,Timothy Kwok,Vincent Mok,Marc Suárez‐Calvet,Henrik Zetterberg,Amy K.Y. Fu,Nancy Y. Ip
摘要
Abstract INTRODUCTION Existing blood‐based biomarkers for Alzheimer's disease (AD) mainly focus on its pathological features. However, studies on blood‐based biomarkers associated with other biological processes for a comprehensive evaluation of AD status are limited. METHODS We developed a blood‐based, multiplex biomarker assay for AD that measures the levels of 21 proteins involved in multiple biological pathways. We evaluated the assay's performance for classifying AD and indicating AD‐related endophenotypes in three independent cohorts from Chinese or European‐descent populations. RESULTS The 21‐protein assay accurately classified AD (area under the receiver operating characteristic curve [AUC] = 0.9407 to 0.9867) and mild cognitive impairment (MCI; AUC = 0.8434 to 0.8945) while also indicating brain amyloid pathology. Moreover, the assay simultaneously evaluated the changes of five biological processes in individuals and revealed the ethnic‐specific dysregulations of biological processes upon AD progression. DISCUSSION This study demonstrated the utility of a blood‐based, multi‐pathway biomarker assay for early screening and staging of AD, providing insights for patient stratification and precision medicine. Highlights The authors developed a blood‐based biomarker assay for Alzheimer's disease. The 21‐protein assay classifies AD/MCI and indicates brain amyloid pathology. The 21‐protein assay can simultaneously assess activities of five biological processes. Ethnic‐specific dysregulations of biological processes in AD were revealed.
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