Integrated multi-omics analysis revealed the molecular networks and potential targets of cellular senescence in Alzheimer's disease.

IF 3.1 2区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Human molecular genetics Pub Date : 2025-02-17 DOI:10.1093/hmg/ddae189
Yudi Xu, Shutong Liu, Zhaokai Zhou, Hongzhuo Qin, Yuyuan Zhang, Ge Zhang, Hongxuan Ma, Xinwei Han, Huimin Liu, Zaoqu Liu
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Abstract

Cellular senescence (CS) is a hallmark of Alzheimer's disease (AD). However, the mechanisms through which CS contributes to AD pathogenesis remain poorly understood. We found that CS level in AD was higher compared with the healthy control group. Transcriptome-based differential expression analysis identified 113 CS-related genes in blood and 410 in brain tissue as potential candidate genes involved in AD. To further explore the causal role of these genes, an integrative mendelian randomization analysis was conducted, combining AD genome-wide association study summary statistics with expression quantitative trait loci (eQTL) and DNA methylation quantitative trait loci (mQTL) data from blood samples, which identified five putative AD-causal genes (CENPW, EXOSC9, HSPB11, SLC44A2, and SLFN12) and 18 corresponding DNA methylation probes. Additionally, integrative analysis between eQTLs and mQTLs from blood uncovered two genes and 12 corresponding regulatory elements involved in AD. Furthermore, two genes (CDKN2B and ITGAV) were prioritized as putative causal genes in brain tissue and were validated through in vitro experiments. The multi-omics integration study revealed the potential role and underlying biological mechanisms of CS driven by genetic predisposition in AD. This study contributed to fundamental understanding of CS in AD pathogenesis and facilitated the identification of potential therapeutic targets for AD prevention and treatment.

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综合多组学分析揭示了阿尔茨海默病细胞衰老的分子网络和潜在靶点。
细胞衰老(CS)是阿尔茨海默病(AD)的标志。然而,CS在AD发病机制中的作用机制尚不清楚。我们发现AD患者的CS水平高于健康对照组。基于转录组的差异表达分析发现,血液中的113个cs相关基因和脑组织中的410个基因可能与AD有关。为了进一步探索这些基因的因果作用,我们将AD全基因组关联研究汇总统计数据与血液样本的表达数量性状位点(eQTL)和DNA甲基化数量性状位点(mQTL)数据相结合,进行了综合孟德尔随机化分析,确定了5个AD推定致病基因(CENPW、EXOSC9、HSPB11、SLC44A2和SLFN12)和18个相应的DNA甲基化探针。此外,对血液中的eqtl和mqtl进行整合分析,发现了两个基因和12个相关的AD调控元件。此外,两个基因(CDKN2B和ITGAV)被优先考虑为脑组织的推定致病基因,并通过体外实验进行了验证。多组学整合研究揭示了遗传易感性驱动的CS在AD中的潜在作用和潜在的生物学机制。本研究有助于对CS在AD发病机制中的基本认识,并有助于确定AD预防和治疗的潜在治疗靶点。
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来源期刊
Human molecular genetics
Human molecular genetics 生物-生化与分子生物学
CiteScore
6.90
自引率
2.90%
发文量
294
审稿时长
2-4 weeks
期刊介绍: Human Molecular Genetics concentrates on full-length research papers covering a wide range of topics in all aspects of human molecular genetics. These include: the molecular basis of human genetic disease developmental genetics cancer genetics neurogenetics chromosome and genome structure and function therapy of genetic disease stem cells in human genetic disease and therapy, including the application of iPS cells genome-wide association studies mouse and other models of human diseases functional genomics computational genomics In addition, the journal also publishes research on other model systems for the analysis of genes, especially when there is an obvious relevance to human genetics.
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