medRxivGenetic & Genomic MedicinePreprint
Genetic analyses identify shared genetic components related to autoimmune and cardiovascular diseases
Jun QiaoiD, Minjing ChangiD, Miaoran CheniD, Yuhui ZhaoiD, Jiawei Hao, Pengwei Zhang, Ruixin Zhou, Liuyang Cai, Feng LiuiD, Xiaoping FaniD, Siim PaukliniD, Rongjun ZouiD, Zhixiu LiiD, Yuliang FengiD
Abstract
ObjectivesAutoimmune diseases (ADs) play a significant and intricate role in the onset of cardiovascular diseases (CVDs). Our study aimed to elucidate the shared genetic etiology between Ads and CVDs. MethodsWe conducted genome-wide pleiotropy analyses to investigate the genetic foundation comprehensively and shared etiology of six ADs and six CVDs. We analyze the genetic architecture and genetic overlap between these traits. Then, SNP-level functional annotation identified significant genomic risk loci and potential causal variants. Gene-level analyses explored shared pleiotropic genes, followed by pathway enrichment analyses to elucidate underlying biological mechanisms. Finally, we assess potential causal pathways between ADs and CVDs. ResultsDespite negligible overall genetic connections, our results revealed a significant genetic overlap between ADs and CVDs, indicating a complex shared genetic architecture spread throughout the genome. The shared loci implicated several genes, including ATXN2, BRAP, SH2B3, ALDH2 (all located at 12q24.11-12), RNF123, MST1R, RBM6, and UBA7 (all located at 3p21.31), all of which are protein-coding genes. Top biological pathways enriched with these shared genes were related to the immune system and intracellular signal transduction. ConclusionsThe extensive genetic overlap with mixed effect directions between ADs and CVDs indicates a complex genetic relationship between these diseases. It suggests overlapping genetic risk may contribute to shared pathophysiological and clinical characteristics and may guide clinical treatment and management.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 3
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Dissecting the Shared Genetic Architecture of Modifiable Physical Activity and Autoimmune Diseases
Minjing Chang, Kaixin Yao, … Zhixiu Li·Journal of Clinical Rheumatology and ImmunologyPeer-reviewed·Jan 1, 2025
- Unveiling Shared Genetic Links between Blood Cell Traits and Cardiovascular Diseases
Luke Kong, Kaixin Yao, … Feng Li·medRxiv·Oct 23, 2024
- Mapping the genetic landscape of eight common cardiovascular diseases
Cato Romero, Douglas P. Wightman, … Sophie van der Sluis·medRxiv·Apr 27, 2026
- Multi-trait GWAS of atherosclerosis detects novel pleiotropic loci
Tiffany R. Bellomo, William P. Bone, … Scott M. Damrauer·Frontiers in GeneticsPeer-reviewed·Feb 2, 2022
- Identification of multi-omic pleiotropy factors for peripheral artery disease
Jiaqi Hu, Cassius Iyad Ochoa Chaar, … Andrew Thomas DeWan·Human Molecular GeneticsPeer-reviewed·Jan 1, 2026
- Integrated Analysis of the Association Between Alzheimer`s Disease (AD) and Cardiovascular Disease (CVD)
Katherine Wei, Anna Delprato·medRxiv·Jun 15, 2021