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Proteomics analysis of plasma from middle-aged adults identifies protein markers of dementia risk in later life

痴呆 蛋白质组学 老年学 疾病 生物信息学 医学 生物 内科学 遗传学 基因
作者
Keenan A. Walker,Jingsha Chen,Shi Liu,Yunju Yang,Myriam Fornage,Linda Zhou,Pascal Schlosser,Aditya Surapaneni,Morgan E. Grams,Michael R. Duggan,Zhongsheng Peng,Gabriela Gómez,Adrienne Tin,Ron C. Hoogeveen,Kevin Sullivan,Peter Ganz,Joni V. Lindbohm,Mika Kivimäki,Alejo Nevado‐Holgado,Noel J. Buckley
出处
期刊:Science Translational Medicine [American Association for the Advancement of Science]
卷期号:15 (705) 被引量:60
标识
DOI:10.1126/scitranslmed.adf5681
摘要

A diverse set of biological processes have been implicated in the pathophysiology of Alzheimer's disease (AD) and related dementias. However, there is limited understanding of the peripheral biological mechanisms relevant in the earliest phases of the disease. Here, we used a large-scale proteomics platform to examine the association of 4877 plasma proteins with 25-year dementia risk in 10,981 middle-aged adults. We found 32 dementia-associated plasma proteins that were involved in proteostasis, immunity, synaptic function, and extracellular matrix organization. We then replicated the association between 15 of these proteins and clinically relevant neurocognitive outcomes in two independent cohorts. We demonstrated that 12 of these 32 dementia-associated proteins were associated with cerebrospinal fluid (CSF) biomarkers of AD, neurodegeneration, or neuroinflammation. We found that eight of these candidate protein markers were abnormally expressed in human postmortem brain tissue from patients with AD, although some of the proteins that were most strongly associated with dementia risk, such as GDF15, were not detected in these brain tissue samples. Using network analyses, we found a protein signature for dementia risk that was characterized by dysregulation of specific immune and proteostasis/autophagy pathways in adults in midlife ~20 years before dementia onset, as well as abnormal coagulation and complement signaling ~10 years before dementia onset. Bidirectional two-sample Mendelian randomization genetically validated nine of our candidate proteins as markers of AD in midlife and inferred causality of SERPINA3 in AD pathogenesis. Last, we prioritized a set of candidate markers for AD and dementia risk prediction in midlife.
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