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全基因组荟萃分析、精细映射和综合优先级推断出新的阿尔茨海默病风险基因。

Genome-wide meta-analysis, fine-mapping and integrative prioritization implicate new Alzheimer's disease risk genes.

机构信息

European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge, UK.

Open Targets, Wellcome Genome Campus, Cambridge, UK.

出版信息

Nat Genet. 2021 Mar;53(3):392-402. doi: 10.1038/s41588-020-00776-w. Epub 2021 Feb 15.

Abstract

Genome-wide association studies have discovered numerous genomic loci associated with Alzheimer's disease (AD); yet the causal genes and variants are incompletely identified. We performed an updated genome-wide AD meta-analysis, which identified 37 risk loci, including new associations near CCDC6, TSPAN14, NCK2 and SPRED2. Using three SNP-level fine-mapping methods, we identified 21 SNPs with >50% probability each of being causally involved in AD risk and others strongly suggested by functional annotation. We followed this with colocalization analyses across 109 gene expression quantitative trait loci datasets and prioritization of genes by using protein interaction networks and tissue-specific expression. Combining this information into a quantitative score, we found that evidence converged on likely causal genes, including the above four genes, and those at previously discovered AD loci, including BIN1, APH1B, PTK2B, PILRA and CASS4.

摘要

全基因组关联研究发现了许多与阿尔茨海默病(AD)相关的基因组位点;然而,因果基因和变体尚未完全确定。我们进行了更新的全基因组 AD 荟萃分析,确定了 37 个风险位点,包括 CCDC6、TSPAN14、NCK2 和 SPRED2 附近的新关联。使用三种 SNP 水平的精细映射方法,我们确定了 21 个 SNP,每个 SNP 有超过 50%的可能性与 AD 风险相关,其他 SNP 则强烈提示与功能注释有关。在此之后,我们在 109 个基因表达数量性状基因座数据集上进行了共定位分析,并通过蛋白质相互作用网络和组织特异性表达对基因进行了优先级排序。将这些信息整合到一个定量评分中,我们发现证据集中在可能的因果基因上,包括上述四个基因,以及先前发现的 AD 基因座上的基因,包括 BIN1、APH1B、PTK2B、PILRA 和 CASS4。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a174/7610386/b990aa6d6a41/EMS118040-f007.jpg

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