Detecting Shared Pathways Linked to Rheumatoid Arthritis with Other Autoimmune Diseases in a in silico Analysis

被引:2
|
作者
Zheng, W. -Y. [1 ]
Zheng, W. -X. [1 ]
Hua, L. [1 ]
机构
[1] Capital Med Univ, Coll Biomed Engn, Beijing 100069, Peoples R China
基金
北京市自然科学基金;
关键词
rheumatoid arthritis; pathways; association rules; share; CARDIOVASCULAR RISK-FACTORS; DIABETES-MELLITUS; PTPN22; TYPE-1; CANCER; SUSCEPTIBILITY; ASSOCIATION; EXPRESSION; MORTALITY; GENETICS;
D O I
10.1134/S0026893316030146
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
Pathway-based analysis approach has exploded in use during the last several years. It is successful in recognizing additional biological insight of disease and finding groupings of risk genes that represent disease developing processes. Therefore, shared pathways, with pleiotropic effects, are important for understanding similar pathogenesis and indicating the common genetic origin of certain diseases. Here, we present a pathway analysis to reveal the potential disease associations between RA and three potential RA-related autoimmune diseases: psoriasis, diabetes mellitus, type 1 (T1D) and systemic lupus erythematosus (SLE). First, a comprehensive knowledge mining of public databases is performed to discover risk genes associated with RA, T1D, SLE and psoriasis; then by enrichment test of these genes, disease-related risk pathways are detected to recognize the pathways common for RA and three other diseases. Finally, the underlying disease associations are evaluated with the association rules mining method. In total, we identify multiple RA risk pathways with significant pleiotropic effects, the most unsurprising of which are the immunology related pathways. Meanwhile for the first time we highlight the involvement of the viral myocarditis pathway related to cardiovascular disease (CVD) in autoimmune diseases such as RA, psoriasis, T1D and SLE. Further Association rule mining results validate the strong association between RA and T1D and RA and SLE. It is clear that pleiotropy is a common property of pathways associated with disease traits. We provide novel pathway associations among RA and three autoimmune diseases. These results ascertain that there are shared genetic risk profiles that predispose individuals to autoimmune diseases.
引用
收藏
页码:462 / 469
页数:8
相关论文
共 50 条
  • [31] A genomewide screen in multiplex rheumatoid arthritis families suggests genetic overlap with other autoimmune diseases
    Jawaheer, D
    Seldin, MF
    Amos, CI
    Chen, WV
    Shigeta, R
    Monteiro, J
    Kern, M
    Criswell, LA
    Albani, S
    Nelson, JL
    Clegg, DO
    Pope, R
    Schroeder, HW
    Bridges, SL
    Pisetsky, DS
    Ward, R
    Kastner, DL
    Wilder, RL
    Pincus, T
    Callahan, LF
    Flemming, D
    Wener, MH
    Gregersen, PK
    AMERICAN JOURNAL OF HUMAN GENETICS, 2001, 68 (04) : 927 - 936
  • [32] The Lifetime Risk of Adult-Onset Rheumatoid Arthritis and Other Inflammatory Autoimmune Rheumatic Diseases
    Crowson, Cynthia S.
    Matteson, Eric L.
    Myasoedova, Elena
    Michet, Clement J.
    Ernste, Floranne C.
    Warrington, Kenneth J.
    Davis, John M., III
    Hunder, Gene G.
    Therneau, Terry M.
    Gabriel, Sherine E.
    ARTHRITIS AND RHEUMATISM, 2011, 63 (03): : 633 - 639
  • [33] Combination therapy for autoimmune diseases: the rheumatoid arthritis model
    N. Fathy
    Daniel E. Furst
    Springer Seminars in Immunopathology, 2001, 23 : 5 - 26
  • [35] Towards prevention of autoimmune diseases: The example of rheumatoid arthritis
    Hensvold, Aase
    Klareskog, Lars
    EUROPEAN JOURNAL OF IMMUNOLOGY, 2021, 51 (08) : 1921 - 1933
  • [36] Combination therapy for autoimmune diseases: the rheumatoid arthritis model
    Fathy, N
    Furst, DE
    SPRINGER SEMINARS IN IMMUNOPATHOLOGY, 2001, 23 (1-2): : 5 - 26
  • [37] HISTOPATHOLOGY OF MUSCLE IN RHEUMATOID ARTHRITIS AND OTHER DISEASES
    TRAUT, EF
    CAMPIONE, KM
    ARCHIVES OF INTERNAL MEDICINE, 1952, 89 (05) : 724 - 735
  • [38] Shared inflammatory pathways of rheumatoid arthritis and atherosclerotic cardiovascular disease
    Weber, Brittany N.
    Giles, Jon T.
    Liao, Katherine P.
    NATURE REVIEWS RHEUMATOLOGY, 2023, 19 (07) : 417 - 428
  • [39] Shared inflammatory pathways of rheumatoid arthritis and atherosclerotic cardiovascular disease
    Brittany N. Weber
    Jon T. Giles
    Katherine P. Liao
    Nature Reviews Rheumatology, 2023, 19 : 417 - 428
  • [40] TNFα in the regulation of Treg and Th17 cells in rheumatoid arthritis and other autoimmune inflammatory diseases
    Bystrom, Jonas
    Clanchy, F. I.
    Taher, Taher E.
    Mangat, Pam
    Jawad, Ali S.
    Williams, Richard O.
    Mageed, Rizgar A.
    CYTOKINE, 2018, 101 : 4 - 13