Multi‐omics QTL provide insights into cell specific effects on molecular functions and intermediate traits in Alzheimer’s disease and its iPSC‐derived model systems

生物 特雷姆2 数量性状位点 载脂蛋白E 表达数量性状基因座 连锁不平衡 小胶质细胞 计算生物学 全基因组关联研究 遗传学 阿尔茨海默病 等位基因 神经科学 单核苷酸多态性 单倍型 基因 疾病 细胞 基因型 医学 免疫学 内科学 髓系细胞 炎症
作者
Philip L. De Jager,Gao Wang
出处
期刊:Alzheimers & Dementia [Wiley]
卷期号:20 (S1)
标识
DOI:10.1002/alz.092050
摘要

Abstract Background We examined AD‐associated loci to demonstrate how the new FunGen‐xQTL resource reveals new insights into the sequence of events leading from health to the amyloid and tau proteinopathies that define AD, as well as subsequent cognitive decline. Method We utilized FunGen‐xQTL resources (including cell subtype‐specific eQTL results) to deconstruct the genetic regulation and cellular specificity of AD loci. Using transcriptomic and proteomic data systematically derived from iPSC‐derived neurons and astrocytes in up to 48 iPSC lines we highlight and further dissect those genetic effects that replicate in the proper induced iPSC‐derived neuron (iN) or astrocyte (iAstro) model system. Result We will discuss illustrative results from our analyses, such as an interaction of CD33 and TREM2: the CD33 risk allele influences the abundance of the CD33 protein isoform and also affects the abundance of TREM2 protein in trans on the same cell surface. Further, in the APOE locus, the e2, e3, e4 haplotypes influence AD risk but not gene expression. We discovered a novel microglial‐specific eQTL for APOE driven by a variant that is not in linkage disequilibrium with APOEe4. Unlike APOEe4, this variant is not associated with AD susceptibility, but it is associated with cerebral amyloid angiopathy (CAA). Thus, APOE expressed by microglia is implicated in the emergence of CAA. Finally, we find that many neuron‐ and astrocyte‐specific QTLs discovered in single nucleus‐derived brain data, replicate in iN and iAstro. However, some eQTLs ‐ such as one affecting MAPT ‐ were significant in both datasets but had an opposite effect size in the iAstro/iN vs. the brain. Conclusion Our findings highlight how the FunGen xQTL integrated resource facilitates the discovery and elaboration of the causal chain linking a genetic variant to a series of molecular phenotypes and ultimately a clinical syndrome. We will gradually expand this foundation to map how AD loci interact with one another to perturb the molecular state of the brain and eventually lead to cognitive decline.
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