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探究骨关节炎和衰弱的共享遗传结构:全基因组跨性状分析。

Investigating the shared genetic architecture of osteoarthritis and frailty: a genome-wide cross-trait analysis.

作者信息

Guo Honghui, Chen Yanjing, Zhang Xinlu, Xiang Hong, Xiang Xin, Chen Xingdou, Fu Wenjie, Wang Yunhua, Ma Xiaowei

机构信息

Department of Nuclear Medicine, The Second Xiangya Hospital of Central South University 139 Renmin Middle Road, Changsha 410011, Hunan, PR China.

Department of Radiology, The Second Xiangya Hospital of Central South University 139 Renmin Middle Road, Changsha 410011, Hunan, PR China.

出版信息

Am J Nucl Med Mol Imaging. 2024 Oct 15;14(5):316-326. doi: 10.62347/BLXC1352. eCollection 2024.

Abstract

Observational studies suggest a link between osteoarthritis (OA) and frailty, but the shared genetic architecture and causal relationships remain unclear. We analyzed X-ray and F-FDG PET/CT images in frail and non-frail individuals and conducted genetic correlation analyses using Linkage Disequilibrium Score Regression (LDSC) based on recent Genome-Wide Association Studies (GWAS) for OA and frailty. We identified pleiotropic single-nucleotide polymorphisms (SNPs) through Cross-Phenotype Association (CPASSOC) and Colocalization (COLOC) analyses and investigated genetic overlaps using Multi-marker Analysis of GenoMic Annotation (MAGMA). Transcriptome-wide association studies (TWAS) were conducted to analyze pleiotropic gene expression, and Mendelian Randomization (MR) was used to assess causal relationships between OA and frailty. Frail individuals showed more severe OA on X-ray (67% vs. 31%, P ≤ 0.01) and higher SUVmax on F-FDG PET/CT (4.1 vs. 3.6, P < 0.05) compared to non-frail individuals. Genetic correlation between frailty and OA was significant (rg = 0.532, P = 4.230E-88). Cross-trait analyses identified 42 genomic loci and 138 genes shared between the conditions. COLOC analysis revealed 2 pleiotropic loci, while TWAS identified 27 significant shared genetic expressions in whole blood and musculoskeletal tissue. Bidirectional MR indicated that OA increases the risk of frailty (IVW: beta: 0.13, P = 1.52E-08) and vice versa (IVW: beta: 0.73, P = 1.66E-04). Frail individuals exhibit more severe imaging features of OA. The shared genetic basis between OA and frailty suggests an intrinsic link, providing new insights into the relationship between these conditions.

摘要

观察性研究表明骨关节炎(OA)与衰弱之间存在联系,但共同的遗传结构和因果关系仍不明确。我们分析了衰弱和非衰弱个体的X线和F-FDG PET/CT图像,并基于近期骨关节炎和衰弱的全基因组关联研究(GWAS),使用连锁不平衡评分回归(LDSC)进行遗传相关性分析。我们通过跨表型关联(CPASSOC)和共定位(COLOC)分析鉴定了多效性单核苷酸多态性(SNP),并使用基因组注释多标记分析(MAGMA)研究遗传重叠。进行全转录组关联研究(TWAS)以分析多效性基因表达,并使用孟德尔随机化(MR)评估骨关节炎与衰弱之间的因果关系。与非衰弱个体相比,衰弱个体在X线上显示出更严重的骨关节炎(67%对31%,P≤0.01),在F-FDG PET/CT上SUVmax更高(4.1对3.6,P<0.05)。衰弱与骨关节炎之间的遗传相关性显著(rg = 0.532,P = 4.230E-88)。跨性状分析确定了42个基因组位点和138个在这些情况之间共享的基因。COLOC分析揭示了2个多效性位点,而TWAS在全血和肌肉骨骼组织中鉴定出27个显著的共享遗传表达。双向MR表明骨关节炎增加了衰弱的风险(逆方差加权法:β:0.13,P = 1.52E-08),反之亦然(逆方差加权法:β:0.73,P = 1.66E-04)。衰弱个体表现出更严重的骨关节炎影像学特征。骨关节炎和衰弱之间的共享遗传基础表明存在内在联系,为这些情况之间的关系提供了新的见解。

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