Medical Genome Center, Research Institute, National Center for Geriatrics and Gerontology, Obu, Aichi, 474-8511, Japan.
Department of Medical Science Mathematics, Medical Research Institute, Tokyo Medical and Dental University (TMDU), Tokyo, 113-8510, Japan.
Mol Psychiatry. 2022 May;27(5):2554-2562. doi: 10.1038/s41380-022-01483-0. Epub 2022 Mar 10.
Alzheimer's disease (AD) is the most common multifactorial neurodegenerative disease among elderly people. Genome-wide association studies (GWAS) have been highly successful in identifying genetic risk factors. However, GWAS investigate common variants, which tend to have small effect sizes, and rare variants with potentially larger phenotypic effects have not been sufficiently investigated. Whole-genome sequencing (WGS) enables us to detect those rare variants. Here, we performed rare-variant association studies by using WGS data from 140 individuals with probable AD and 798 cognitively normal elder controls (CN), as well as single-nucleotide polymorphism genotyping data from an independent large Japanese AD cohort of 1604 AD and 1235 CN subjects. We identified two rare variants as candidates for AD association: a missense variant in OR51G1 (rs146006146, c.815 G > A, p.R272H) and a stop-gain variant in MLKL (rs763812068, c.142 C > T, p.Q48X). Subsequent in vitro functional analysis revealed that the MLKL stop-gain variant can contribute to increases not only in abnormal cells that should die by programmed cell death but do not, but also in the ratio of Aβ42 to Aβ40. We further detected AD candidate genes through gene-based association tests of rare variants; a network-based meta-analysis using these candidates identified four functionally important hub genes (NCOR2, PLEC, DMD, and NEDD4). Our findings will contribute to the understanding of AD and provide novel insights into its pathogenic mechanisms that can be used in future studies.
阿尔茨海默病(AD)是老年人中最常见的多因素神经退行性疾病。全基因组关联研究(GWAS)在确定遗传风险因素方面非常成功。然而,GWAS 研究的是常见变体,这些变体往往效应较小,而具有潜在更大表型效应的罕见变体尚未得到充分研究。全基因组测序(WGS)使我们能够检测到这些罕见变体。在这里,我们使用来自 140 名可能患有 AD 的个体和 798 名认知正常的老年对照者(CN)的 WGS 数据,以及来自独立的 1604 名 AD 和 1235 名 CN 受试者的日本 AD 队列的单核苷酸多态性基因分型数据,进行了罕见变异关联研究。我们确定了两个候选 AD 关联的罕见变异:OR51G1 中的错义变异(rs146006146,c.815G > A,p.R272H)和 MLKL 中的无义变异(rs763812068,c.142C > T,p.Q48X)。随后的体外功能分析表明,MLKL 无义变异不仅可以导致本应通过程序性细胞死亡而死亡的异常细胞数量增加,还可以导致 Aβ42 与 Aβ40 的比例增加。我们还通过罕见变异的基因关联测试进一步检测到 AD 候选基因;使用这些候选基因的基于网络的荟萃分析确定了四个功能重要的枢纽基因(NCOR2、PLEC、DMD 和 NEDD4)。我们的研究结果将有助于理解 AD,并为其发病机制提供新的见解,可用于未来的研究。