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Human Genomics
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Human Genomics
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Convergent lines of evidence support BIN1 as a risk gene of Alzheimer’s disease

Authors: Jin Zhu; Xia Liu; Hongtao Yin; Yan Gao; Hao Yu;

Convergent lines of evidence support BIN1 as a risk gene of Alzheimer’s disease

Abstract

AbstractGenome-wide association studies (GWAS) have identified several susceptibility loci of Alzheimer’s disease (AD), which were mainly located in noncoding regions of the genome. Meanwhile, the putative biological mechanisms underlying AD susceptibility loci were still unclear. At present, identifying the functional variants of AD pathogenesis remains a major challenge. Herein, we first used summary data-based Mendelian randomization (SMR) with AD GWAS summary and expression quantitative trait loci (eQTL) data to identify variants who affects expression levels of nearby genes and contributed to the risk of AD. Using the SMR integrative analysis, we totally identified 14 SNPs significantly affected the expression level of 16 nearby genes in blood or brain tissues and contributed to the AD risk. Then, to confirm the results, we replicated the GWAS and eQTL results across multiple samples. Totally, four risk SNP (rs11682128, rs601945, rs3935067, and rs679515) were validated to be associated with AD and affected the expression level of nearby genes (BIN1, HLA-DRA, EPHA1-AS1, and CR1). Besides, our differential expression analysis showed that the BIN1 gene was significantly downregulated in the hippocampus (P = 2.0 × 10−3) and survived after multiple comparisons. These convergent lines of evidence suggest that the BIN1 gene identified by SMR has potential roles in the pathogenesis of AD. Further investigation of the roles of the BIN1 gene in the pathogenesis of AD is warranted.

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Keywords

Male, Candidate gene, Quantitative Trait Loci, HLA-DR alpha-Chains, QH426-470, Polymorphism, Single Nucleotide, Alzheimer Disease, Risk Factors, Mendelian randomization, Genetics, Humans, Genetic Predisposition to Disease, Adaptor Proteins, Signal Transducing, Genome-wide association study (GWAS), Receptor, EphA1, Tumor Suppressor Proteins, R, Nuclear Proteins, Mendelian Randomization Analysis, Gene Expression Regulation, Expression level, Receptors, Complement 3b, Medicine, Female, RNA, Long Noncoding, Primary Research, Alzheimer’s disease, Genome-Wide Association Study

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
16
Top 10%
Average
Top 10%
Green
gold