Two-Sample Mendelian Randomization Study Identifies Tissue-Dependent Risk Genes in Autoimmune Diseases

被引:0
|
作者
Chiu, Ryan [1 ]
Ma, Li [1 ]
机构
[1] Univ Maryland, Dept Anim & Avian Sci, College Pk, MD 20742 USA
基金
美国食品与农业研究所;
关键词
autoimmune disease; genomics; transcriptome; Mendelian randomization; RHEUMATOID-ARTHRITIS; CROHNS-DISEASE; SUSCEPTIBILITY; PATHOGENESIS; MECHANISMS; DIAGNOSIS; VARIANTS;
D O I
10.3390/cimb46110731
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Autoimmune diseases are among the most prevalent diseases across the world with genetic and environmental factors that contribute to their etiology. Because the exact causes of autoimmune diseases are largely unknown, a Mendelian randomization (MR) approach is used here to examine the potential causal association between gene expression levels and disease risk across various tissues. Specifically, this study focuses on six autoimmune diseases including Crohn's disease, ulcerative colitis, rheumatoid arthritis, multiple sclerosis, type 1 diabetes mellitus, and systemic lupus erythematosus. Several of these diseases are currently treatable with immunosuppressants that target specific genes, such as TNF-alpha, IL-23, CD20, and more. In this study, a two-sample MR analysis is performed with multitissue expression quantitative trait loci (eQTLs) and large-scale genome-wide association studies to investigate how gene expression can influence the risk of developing these diseases. Our results show that genes HLA-DQA1/2, HLA-DRB1/6, HLA-DQB2, C4A, CYP21A2, and HLA-DQB1-AS1 have a high causal effect across several diseases and tissues, and almost all of these findings originate from the major histocompatibility complex (MHC) region on Chromosome 6. Our findings support the current knowledge of genes associated with these diseases while also revealing novel genes that can be used for drug therapies in the future. Although several drug therapies currently exist to treat this selection of autoimmune diseases, we provide further insights into the main, common pathways responsible for autoimmune disease pathogenesis and discuss novel genes that lack research focus.
引用
收藏
页码:12311 / 12321
页数:11
相关论文
共 50 条
  • [21] Systemic lupus erythematosus and the risk of cardiovascular diseases: A two-sample Mendelian randomization study
    Huang, Shuo
    Huang, Fugang
    Mei, Chunyun
    Tian, Fengyuan
    Fan, Yongsheng
    Bao, Jie
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [22] HIV and risk of hypertension: a two-sample Mendelian randomization study
    Zhu, Ruo-Wei
    Guo, Hui-Yi
    Niu, Lu-Na
    Deng, Mi
    Li, Xue-Fei
    Jing, Lu
    BMC INFECTIOUS DISEASES, 2024, 24 (01)
  • [23] Methotrexate and the Risk of Dementia: A Two-Sample Mendelian Randomization Study
    Ma, Xiao-Na
    Feng, Wei
    Chen, Shu-Lin
    Zhong, Xiao-Qin
    Lin, Chang-Song
    Xu, Qiang
    NEUROLOGY AND THERAPY, 2024, 13 (03) : 715 - 725
  • [24] Renal function and neurodegenerative diseases : a two-sample Mendelian randomization study
    Liu, Xue
    Ou, Ya-Nan
    Ma, Ya-Hui
    Huang, Liang-Yu
    Zhang, Wei
    Tan, Lan
    NEUROLOGICAL RESEARCH, 2023, 45 (05) : 456 - 464
  • [25] Causal relationship between several autoimmune diseases and renal malignancies: A two-sample mendelian randomization study
    Liu, Puyu
    Luo, Jihang
    Zhao, Lanlan
    Fu, Qingqing
    Chen, Yao
    Li, Chengfang
    Xu, Jieyu
    Yang, Xiaorong
    PLOS ONE, 2024, 19 (02):
  • [26] Causal relationships between air pollution and common autoimmune diseases: a two-sample Mendelian randomization study
    Zhang, Ming
    Wang, Yidian
    Hu, Shouye
    Wu, Yue
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [27] Common autoimmune diseases and urticaria: the causal relationship from a bidirectional two-sample mendelian randomization study
    Yang, Mingyi
    Su, Yani
    Xu, Ke
    Wen, Pengfei
    Zhang, Binfei
    Guo, Jianbin
    Nan, Kai
    Yang, Peng
    Shao, Xiaolong
    Liu, Lin
    Yang, Zhi
    Xu, Peng
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [28] Causality between autoimmune diseases and breast cancer: a two-sample Mendelian randomization study in a European population
    Zhang, Hengheng
    Shen, Guoshuang
    Yang, Ping
    Wu, Meijie
    Li, Jinming
    Li, Zitao
    Zhao, Fuxing
    Liang, Hongxia
    Da, Mengting
    Wang, Ronghua
    Zhang, Chengrong
    Zhao, Jiuda
    Zhao, Yi
    DISCOVER ONCOLOGY, 2024, 15 (01)
  • [29] Genetic link between rheumatoid arthritis and autoimmune liver diseases: A two-sample Mendelian randomization study
    Fan, Junyu
    Jiang, Ting
    He, Dongyi
    SEMINARS IN ARTHRITIS AND RHEUMATISM, 2023, 58
  • [30] Causal Relationship Between Autoimmune Rheumatic Diseases and Iridocyclitis: A Bidirectional Two-Sample Mendelian Randomization Study
    Wang, Minghui
    Li, Gongfei
    OCULAR IMMUNOLOGY AND INFLAMMATION, 2025,