诱导多能干细胞
生物
疾病
神经影像学
基因
外显子组测序
全基因组关联研究
遗传建筑学
遗传学
计算生物学
基因型
神经科学
表型
医学
病理
单核苷酸多态性
胚胎干细胞
作者
Takayuki Kondo,Norikazu Hara,Satoshi Koyama,Yuichiro Yada,Kayoko Tsukita,Ayako Nagahashi,Takeshi Ikeuchi,Kenji Ishii,Takashi Asada,Tetsuaki Arai,Ryo Yamada,Michael W. Weiner,Paul Aisen,Ronald C. Petersen,Clifford R. Jack,William J. Jagust,John Q. Trojanowki,Arthur W. Toga,Laurel Beckett,Robert C. Green
出处
期刊:Nature Aging
[Nature Portfolio]
日期:2022-02-17
卷期号:2 (2): 125-139
被引量:16
标识
DOI:10.1038/s43587-021-00158-9
摘要
Genome-wide association studies have demonstrated that polygenic risks shape Alzheimer's disease (AD). To elucidate the polygenic architecture of AD phenotypes at a cellular level, we established induced pluripotent stem cells from 102 patients with AD, differentiated them into cortical neurons and conducted a genome-wide analysis of the neuronal production of amyloid β (Aβ). Using such a cellular dissection of polygenicity (CDiP) approach, we identified 24 significant genome-wide loci associated with alterations in Aβ production, including some loci not previously associated with AD, and confirmed the influence of some of the corresponding genes on Aβ levels by the use of small interfering RNA. CDiP genotype sets improved the predictions of amyloid positivity in the brains and cerebrospinal fluid of patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort. Secondary analyses of exome sequencing data from the Japanese ADNI and the ADNI cohorts focused on the 24 CDiP-derived loci associated with alterations in Aβ led to the identification of rare AD variants in KCNMA1. Using more than 100 independent iPSC lines derived from patients with Alzheimer's disease, the authors discovered loci associated with the neuronal production of amyloid β and confirmed their influence using RNA interference.
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