Identification of potential blood biomarkers for early diagnosis of Alzheimer's disease through immune landscape analysis

被引:2
|
作者
Shigemizu, Daichi [1 ,2 ]
Akiyama, Shintaro [1 ]
Mitsumori, Risa [1 ]
Niida, Shumpei [3 ]
Ozaki, Kouichi [1 ,2 ]
机构
[1] Natl Ctr Geriatr & Gerontol, Med Genome Ctr, Res Inst, Obu, Aichi 4748511, Japan
[2] RIKEN Ctr Integrat Med Sci, Yokohama, Kanagawa 2300045, Japan
[3] Natl Ctr Geriatr & Gerontol, Res Inst, Core Facil Adm, Obu, Aichi 4748511, Japan
来源
NPJ AGING | 2022年 / 8卷 / 01期
关键词
MILD COGNITIVE IMPAIRMENT; ASSOCIATION WORKGROUPS; NATIONAL INSTITUTE; RECOMMENDATIONS; GUIDELINES; PROGRESSION; DIVERSITY; GENES; CELL;
D O I
10.1038/s41514-022-00096-9
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Mild cognitive impairment (MCI) is a clinical precursor of Alzheimer's disease (AD). Recent genetic studies have reported on associations between AD risk genes and immunity. Here, we obtained samples and data from 317 AD, 432 MCI, and 107 cognitively normal (CN) subjects and investigated immune-cell type composition and immune clonal diversity of T-cell receptor (TRA, TRB, TRG, and TRD) and B-cell receptor (IGH, IGK, and IGL) repertoires through bulk RNA sequencing. We found the proportions of plasma cells, gamma delta T cells, neutrophils, and B cells were significantly different and the diversities of IGH, IGK, and TRA were significantly small with AD progression. We then identified a differentially expressed gene, WDR37, in terms of risk of MCI-to-AD conversion. Our prognosis prediction model using the potential blood-based biomarkers for early AD diagnosis, which combined two immune repertoires (IGK and TRA), WDR37, and clinical information, successfully classified MCI patients into two groups, low and high, in terms of risk of MCI-to-AD conversion (log-rank test P = 2.57e-3). It achieved a concordance index of 0.694 in a discovery cohort and of 0.643 in an independent validation cohort. We believe that further investigation, using larger sample sizes, will lead to practical clinical use in the near future.
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页数:9
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