Advanced Search

CN 34-1304/RISSN 1674-3679

Volume 25 Issue 8
Aug.  2021
Turn off MathJax
Article Contents
HE Pei, WANG Man-li, CAO Rong-rong, DONG Chen-yue, DENG Fei-yan, LEI Shu-feng. Identifying rheumatoid diseases-associated gut microbiota using microbiota-related gene set enrichment analysis[J]. CHINESE JOURNAL OF DISEASE CONTROL & PREVENTION, 2021, 25(8): 874-878,986. doi: 10.16462/j.cnki.zhjbkz.2021.08.002
Citation: HE Pei, WANG Man-li, CAO Rong-rong, DONG Chen-yue, DENG Fei-yan, LEI Shu-feng. Identifying rheumatoid diseases-associated gut microbiota using microbiota-related gene set enrichment analysis[J]. CHINESE JOURNAL OF DISEASE CONTROL & PREVENTION, 2021, 25(8): 874-878,986. doi: 10.16462/j.cnki.zhjbkz.2021.08.002

Identifying rheumatoid diseases-associated gut microbiota using microbiota-related gene set enrichment analysis

doi: 10.16462/j.cnki.zhjbkz.2021.08.002
Funds:

National Natural Science Foundation of China 81473046

More Information
  • Corresponding author: LEI Shu-feng, E-mail: leisf@suda.edu.cn
  • Received Date: 2021-06-29
  • Rev Recd Date: 2021-07-16
  • Available Online: 2021-08-24
  • Publish Date: 2021-08-10
  •   Objective  This study aims to detect the association between gut microbiota and rheumatoid arthritis (RA), systemic lupus erythematosus (SLE) and ankylosing spondylitis (AS).  Methods  The microbiota-related gene set enrichment analysis (GSEA) was applied to identify rheumatoid diseases-related gut microbiota using published genome-wide association study (GWAS) and GWAS of gut microbiota summary statistic data.  Results  Several associations between three rheumatoid diseases and gut microbiota were identified (all P < 0.05). Thereinto, Ruminococcaceae_UCG-009 was significantly associated with RA, SLE and AS (all P < 0.05). For RA and SLE, association signals were observed for Intestinibacter and Candidatus_Soleaferrea (all P < 0.05).  Conclusion  This study found that part of the gut microbiota could be novel regulators of rheumatoid diseases via the effects of its metabolites, and may provide novel clues for revealing the roles of gut microbiota in rheumatology.
  • loading
  • [1]
    马凤云. 硫酸羟氯喹治疗风湿病的临床效果分析[J]. 中国继续医学教育, 2020, 12(14): 163-164. DOI: 10.3969/j.issn.1674-9308.2020.14.066.

    Ma FY. Clinical effect of hydroxychloroquine sulfate in the treatment of rheumatism[J]. China Continuing Med Educ, 2020, 12(14): 163-164. DOI: 10.3969/j.issn.1674-9308.2020.14.066.
    [2]
    Tong YL, Marion T, Schett G, et al. Microbiota and Metabolites in rheumatic diseases[J]. Autoimmun Rev, 2020, 19(8): 102530. DOI: 10.1016/j.autrev.2020.102530.
    [3]
    Consortium THMP. Structure, function and diversity of the healthy human microbiome[J]. Nature, 2012, 486(7402): 207-214. DOI: 10.1038/nature11234.
    [4]
    Goodrich JK, Waters JL, Poole AC, et al. Human genetics shape the gut microbiome[J]. Cell, 2014, 159(4): 789-799. DOI: 10.1016/j.cell.2014.09.053.
    [5]
    Khachatryan ZA, Ktsoyan ZA, Manukyan GP, et al. Predominant role of host genetics in controlling the composition of gut microbiota[J]. PLoS One, 2008, 3(8): e3064. DOI: 10.1371/journal.pone.0003064.
    [6]
    Visscher PM, Brown MA, McCarthy MI, et al. Five years of GWAS discovery[J]. Am J Hum Genet, 2012, 90(1): 7-24. DOI: 10.1016/j.ajhg.2011.11.029.
    [7]
    Cheng SQ, Han B, Ding M, et al. Identifying psychiatric disorder-associated gut microbiota using microbiota-related gene set enrichment analysis[J]. Brief Bioinform, 2020, 21(3): 1016-1022. DOI: 10.1093/bib/bbz034.
    [8]
    Stahl EA, Raychaudhuri S, Remmers EF, et al. Genome-wide association study Meta-analysis identifies seven new rheumatoid arthritis risk loci[J]. Nat Genet, 2010, 42(6): 508-514. DOI: 10.1038/ng.582.
    [9]
    Bentham J, Morris DL, Graham DSC, et al. Genetic association analyses implicate aberrant regulation of innate and adaptive immunity genes in the pathogenesis of systemic lupus erythematosus[J]. Nat Genet, 2015, 47(12): 1457-1464. DOI: 10.1038/ng.3434.
    [10]
    International Genetics of Ankylosing Spondylitis Consortium (IGAS), Cortes A, Hadler J, et al. Identification of multiple risk variants for ankylosing spondylitis through high-density genotyping of immune-related loci[J]. Nat Genet, 2013, 45(7): 730-738. DOI: 10.1038/ng.2667.
    [11]
    Kurilshikov A, Medina-Gomez C, Bacigalupe R, et al. Large-scale association analyses identify host factors influencing human gut microbiome composition[J]. Nat Genet, 2021, 53(2): 156-165. DOI: 10.1038/s41588-020-00763-1.
    [12]
    Subramanian A, Tamayo P, Mootha VK, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles[J]. Proc Natl Acad Sci USA, 2005, 102(43): 15545-15550. DOI: 10.1073/pnas.0506580102.
    [13]
    Wu GD, Zhi DG. Pathway-based approaches for sequencing-based genome-wide association studies[J]. Genet Epidemiol, 2013, 37(5): 478-494. DOI: 10.1002/gepi.21728.
    [14]
    Levy M, Kolodziejczyk AA, Thaiss CA, et al. Dysbiosis and the immune system[J]. Nat Rev Immunol, 2017, 17(4): 219-232. DOI: 10.1038/nri.2017.7.
    [15]
    Zhang X, Zhang DY, Jia HJ, et al. The oral and gut microbiomes are perturbed in rheumatoid arthritis and partly normalized after treatment[J]. Nat Med, 2015, 21(8): 895-905. DOI: 10.1038/nm.3914.
    [16]
    Scher JU, Joshua V, Artacho A, et al. The lung microbiota in early rheumatoid arthritis and autoimmunity[J]. Microbiome, 2016, 4(1): 60. DOI: 10.1186/s40168-016-0206-x.
    [17]
    Kamada N, Seo SU, Chen GY, et al. Role of the gut microbiota in immunity and inflammatory disease[J]. Nat Rev Immunol, 2013, 13(5): 321-335. DOI: 10.1038/nri3430.
    [18]
    Koboziev I, Reinoso Webb C, Furr KL, et al. Role of the enteric microbiota in intestinal homeostasis and inflammation[J]. Free Radic Biol Med, 2014, 68: 122-133. DOI: 10.1016/j.freeradbiomed.2013.11.008.
    [19]
    Cai J, Zhou L, Song XD, et al. Alteration of intestinal microbiota in 3-deoxyglucosone-induced prediabetic rats[J]. Biomed Res Int, 2020, 2020: 8406846. DOI: 10.1155/2020/8406846.
    [20]
    Donaldson GP, Lee SM, Mazmanian SK. Gut biogeography of the bacterial microbiota[J]. Nat Rev Microbiol, 2016, 14(1): 20-32. DOI: 10.1038/nrmicro3552.
    [21]
    Hooda S, Boler BM, Serao MC, et al. 454 pyrosequencing reveals a shift in fecal microbiota of healthy adult men consuming polydextrose or soluble corn fiber[J]. J Nutr, 2012, 142(7): 1259-1265. DOI: 10.3945/jn.112.158766.
    [22]
    Tremlett H, Fadrosh DW, Faruqi AA, et al. Gut microbiota in early pediatric multiple sclerosis: a case-control study[J]. Eur J Neurol, 2016, 23(8): 1308-1321. DOI: 10.1111/ene.13026.
    [23]
    Zha Z, Lyu Y, Tang H, et al. An orally administered butyrate-releasing xylan derivative reduces inflammation in dextran sulphate sodium-induced murine colitis[J]. Int J Biol Macromol, 2020, 156: 1217-1233. DOI: 10.1016/j.ijbiomac.2019.11.159.
    [24]
    Hov JR, Zhong HZ, Qin BC, et al. The influence of the autoimmunity-associated ancestral HLA haplotype AH8.1 on the human gut microbiota: a cross-sectional study[J]. PLoS One, 2015, 10(7): e0133804. DOI: 10.1371/journal.pone.0133804.
    [25]
    Clavel T, Duck W, Charrier C, et al. Enterorhabdus caecimuris sp. nov., a member of the family Coriobacteriaceae isolated from a mouse model of spontaneous colitis, and emended description of the genus Enterorhabdus Clavel et al. 2009[J]. Int J Syst Evol Microbiol, 2010, 60(Pt 7): 1527-1531. DOI: 10.1099/ijs.0.015016-0.
    [26]
    Vernocchi P, Gili T, Conte F, et al. Network analysis of gut microbiome and Metabolome to discover microbiota-linked biomarkers in patients affected by non-small cell lung cancer[J]. Int J Mol Sci, 2020, 21(22): 8730. DOI: 10.3390/ijms21228730.
    [27]
    Johanson DM, Goertz JE, Marin IA, et al. Experimental autoimmune encephalomyelitis is associated with changes of the microbiota composition in the gastrointestinal tract[J]. Sci Rep, 2020, 10(1): 15183. DOI: 10.1038/s41598-020-72197-y.
    [28]
    Jalanka J, Cheng J, Hiippala K, et al. Colonic mucosal microbiota and association of bacterial taxa with the expression of host antimicrobial peptides in pediatric ulcerative colitis[J]. Int J Mol Sci, 2020, 21(17): 6044. DOI: 10.3390/ijms21176044.
    [29]
    Yan N, Wang L, Li Y, et al. Metformin intervention ameliorates AS in ApoE-/- mice through restoring gut dysbiosis and anti-inflammation[J]. PloS one, 2021, 16(7): e254321. DOI: 10.1371/journal.pone.0254321.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Tables(3)

    Article Metrics

    Article views (897) PDF downloads(205) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return