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

被引:0
作者
Guo, Honghui [1 ]
Chen, Yanjing [2 ]
Zhang, Xinlu [1 ]
Xiang, Hong [1 ]
Xiang, Xin [1 ]
Chen, Xingdou [1 ]
Fu, Wenjie [1 ]
Wang, Yunhua [1 ]
Ma, Xiaowei [1 ]
机构
[1] Cent South Univ, Dept Nucl Med, Xiangya Hosp 2, 139 Renmin Middle Rd, Changsha 410011, Hunan, Peoples R China
[2] Cent South Univ, Dept Radiol, Xiangya Hosp 2, 139 Renmin Middle Rd, Changsha 410011, Hunan, Peoples R China
来源
AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING | 2024年 / 14卷 / 05期
基金
中国国家自然科学基金;
关键词
X-ray; F-18 -FDG PET/CT; genome-wide cross-trait analysis; osteoarthritis; frailty; MENDELIAN RANDOMIZATION; KNEE OSTEOARTHRITIS; GLOBAL BURDEN; ASSOCIATION; DISEASE; HIP;
D O I
10.62347/BLXC1352
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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-18 -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 higherSUVmax on F-18 -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.
引用
收藏
页码:316 / 326
页数:11
相关论文
共 50 条
  • [41] Genomic correlation, shared loci, and causal relationship between obesity and polycystic ovary syndrome: a large-scale genome-wide cross-trait analysis
    Qianwen Liu
    Zhaozhong Zhu
    Peter Kraft
    Qiaolin Deng
    Elisabet Stener-Victorin
    Xia Jiang
    [J]. BMC Medicine, 20
  • [42] Genome-Wide Assessment of Shared Genetic Architecture Between Rheumatoid Arthritis and Cardiovascular Diseases
    Guo, Yanjun
    Chung, Wonil
    Shan, Zhilei
    Zhu, Zhaozhong
    Costenbader, Karen H.
    Liang, Liming
    [J]. JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2023, 12 (22):
  • [43] Shared genetics and causal relationships between major depressive disorder and COVID-19 related traits: a large-scale genome-wide cross-trait meta-analysis
    Li, Ziqi
    Dang, Weijia
    Hao, Tianqi
    Zhang, Hualin
    Yao, Ziwei
    Zhou, Wenchao
    Deng, Liufei
    Yu, Hongmei
    Wen, Yalu
    Liu, Long
    [J]. FRONTIERS IN PSYCHIATRY, 2023, 14
  • [44] Investigating the shared genetic architecture between attention-deficit/ hyperactivity disorder and risk taking behavior: A large-scale genomewide cross-trait analysis
    Chen, Yanjing
    Liu, Ping
    Yi, Sijie
    Fan, Chunhua
    Zhao, Wei
    Liu, Jun
    [J]. JOURNAL OF AFFECTIVE DISORDERS, 2024, 356 : 22 - 31
  • [45] Genetic overlap of chronic obstructive pulmonary disease and cardiovascular disease-related traits: a large-scale genome-wide cross-trait analysis
    Zhu, Zhaozhong
    Wang, Xiaofang
    Li, Xihao
    Lin, Yifei
    Shen, Sipeng
    Liu, Cong-Lin
    Hobbs, Brain D.
    Hasegawa, Kohei
    Liang, Liming
    Boezen, H. Marike
    Camargo, Carlos A., Jr.
    Cho, Michael H.
    Christiani, David C.
    [J]. RESPIRATORY RESEARCH, 2019, 20 (01)
  • [46] Genetic architecture of a complex trait and its implications for fitness and genome-wide association studies
    Eyre-Walker, Adam
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 : 1752 - 1756
  • [47] Genome-Wide Analysis of Sex Disparities in the Genetic Architecture of Lung and Colorectal Cancers
    Nazarian, Alireza
    Kulminski, Alexander M.
    [J]. GENES, 2021, 12 (05)
  • [48] A genome-wide cross-trait analysis identifies genomic correlation, pleiotropic loci, and causal relationship between sex hormone-binding globulin and rheumatoid arthritis
    Jiang, Yuan
    Liu, Qianwen
    Alfredsson, Lars
    Klareskog, Lars
    Kockum, Ingrid
    Jiang, Xia
    [J]. HUMAN GENOMICS, 2023, 17 (01)
  • [49] Shared genetic basis for migraine and ischemic stroke: A genome-wide analysis of common variants
    Malik, Rainer
    Freilinger, Tobias
    Anttila, Verneri
    Vander Heiden, Jason
    Traylor, Matthew
    de Vries, Boukje
    Holliday, Elizabeth G.
    Terwindt, Gisela M.
    Sturm, Jonathan
    Bis, Joshua C.
    Hopewell, Jemma C.
    Ferrari, Michel D.
    Rannikmae, Kristiina
    Wessman, Maija
    Kallela, Mikko
    Kubisch, Christian
    Fornage, Myriam
    Meschia, James F.
    Lehtimaki, Terho
    Sudlow, Cathie
    Clarke, Robert
    Chasman, Daniel I.
    Mitchell, Braxton D.
    Maguire, Jane
    Kaprio, Jaakko
    Farrall, Martin
    Raitakari, Olli T.
    Kurth, Tobias
    Ikram, M. Arfan
    Reiner, Alex P.
    Longstreth, W. T., Jr.
    Rothwell, Peter M.
    Strachan, David P.
    Sharma, Pankaj
    Seshadri, Sudha
    Quaye, Lydia
    Cherkas, Lynn
    Schuerks, Markus
    Rosand, Jonathan
    Ligthart, Lannie
    Boncoraglio, Giorgio B.
    Smith, George Davey
    van Duijn, Cornelia M.
    Stefansson, Kari
    Worrall, Bradford B.
    Nyholt, Dale R.
    Markus, Hugh S.
    van den Maagdenberg, Arn M. J. M.
    Cotsapas, Chris
    Zwart, John A.
    [J]. NEUROLOGY, 2015, 84 (21) : 2132 - 2145
  • [50] Genome-Wide Integration of Genetic and Genomic Studies of Atopic Dermatitis: Insights into Genetic Architecture and Pathogenesis
    Chen, Yanxuan
    Chen, Wenyan
    [J]. JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2022, 142 (11) : 2958 - +