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

IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
American journal of nuclear medicine and molecular imaging Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI:10.62347/BLXC1352
Honghui Guo, Yanjing Chen, Xinlu Zhang, Hong Xiang, Xin Xiang, Xingdou Chen, Wenjie Fu, Yunhua Wang, Xiaowei Ma
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引用次数: 0

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 18F-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 18F-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.

调查骨关节炎和虚弱的共同遗传结构:全基因组跨性状分析。
观察性研究表明,骨关节炎(OA)与体弱之间存在联系,但共同的遗传结构和因果关系仍不清楚。我们分析了体弱者和非体弱者的X光和18F-FDG PET/CT图像,并根据最近针对OA和体弱的全基因组关联研究(GWAS),使用连锁不平衡评分回归(LDSC)进行了遗传相关性分析。我们通过交叉表型关联(CPASSOC)和共定位(COLOC)分析确定了多向性单核苷酸多态性(SNPs),并使用基因组标注多标记分析(MAGMA)研究了遗传重叠。转录组关联研究(TWAS)用于分析多效基因表达,孟德尔随机化(MR)用于评估OA与虚弱之间的因果关系。与非体弱者相比,体弱者在X光片上显示出更严重的OA(67%对31%,P≤0.01),在18F-FDG PET/CT上显示出更高的SUVmax(4.1对3.6,P<0.05)。虚弱与 OA 之间存在显著的遗传相关性(rg = 0.532,P = 4.230E-88)。跨性状分析确定了42个基因组位点和138个共有基因。COLOC 分析发现了 2 个多效应基因位点,而 TWAS 在全血和肌肉骨骼组织中发现了 27 个显著的共享基因表达。双向磁共振显示,OA 会增加虚弱的风险(IVW:β:0.13,P = 1.52E-08),反之亦然(IVW:β:0.73,P = 1.66E-04)。体弱者表现出更严重的 OA 影像特征。OA和体弱之间的共同遗传基础表明两者之间存在内在联系,这为研究这两种疾病之间的关系提供了新的视角。
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来源期刊
American journal of nuclear medicine and molecular imaging
American journal of nuclear medicine and molecular imaging RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
自引率
4.00%
发文量
4
期刊介绍: The scope of AJNMMI encompasses all areas of molecular imaging, including but not limited to: positron emission tomography (PET), single-photon emission computed tomography (SPECT), molecular magnetic resonance imaging, magnetic resonance spectroscopy, optical bioluminescence, optical fluorescence, targeted ultrasound, photoacoustic imaging, etc. AJNMMI welcomes original and review articles on both clinical investigation and preclinical research. Occasionally, special topic issues, short communications, editorials, and invited perspectives will also be published. Manuscripts, including figures and tables, must be original and not under consideration by another journal.
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