Novel microbiota-related gene set enrichment analysis identified osteoporosis associated gut microbiota from autoimmune diseases

被引:27
|
作者
Cao, Rong-Rong [1 ,2 ]
He, Pei [1 ,2 ]
Lei, Shu-Feng [1 ,2 ]
机构
[1] Soochow Univ, Ctr Genet Epidemiol & Genom, Sch Publ Hlth, Med Coll, Suzhou 215123, Jiangsu, Peoples R China
[2] Soochow Univ, Sch Publ Hlth, Dept Epidemiol,Med Coll, Jiangsu Key Lab Prevent & Translat Med Geriatr Di, 199 Renai Rd, Suzhou 215123, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Autoimmune diseases; Osteoporosis; Gut microbiota; Genome-wide association study of gut microbiota; Microbiota-related gene sets enrichment analysis; GENOME-WIDE ASSOCIATION; HOST GENETICS; BILE-ACID; RISK; METAANALYSIS; DYSBIOSIS; LOCI;
D O I
10.1007/s00774-021-01247-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction Gut microbiota is now considered to be a hidden organ that interacts bidirectionally with cellular responses in numerous organs belonged to the immune, bone, and nervous systems. Here, we aimed to investigate the relationships between gut microbiota and complex diseases by utilizing multiple publicly available genome-wide association. Materials and methods We applied a novel microbiota-related gene set enrichment analysis approach to detect the associations between gut microbiota and complex diseases by processing genome-wide association studies (GWASs) data sets of six autoimmune diseases (including celiac disease (CeD), inflammatory bowel diseases (IBD), multiple sclerosis (MS), primary biliary cirrhosis (PBC), type 1 diabetes (T1D) and primary sclerosing cholangitis (PSC)) and osteoporosis (OP). Results The family Oxalobacteraceae and genus Candidatus_Soleaferrea were found to be correlated with all of the six autoimmune diseases (FDR adjusted P < 0.05). Moreover, we observed that the six autoimmune diseases except PBC shared 3 overlapping features (including family Peptostreptococcaceae, order Gastranaerophilales and genus Romboutsia). For all of the six autoimmune diseases and BMDs (LS-BMD and TB-BMD), an association signal was observed for genus Candidatus_Soleaferrea (FDR adjusted P < 0.05). Notably, FA / FN-BMD shared the maximum number of overlapping microbial features (e.g., genus Ruminococcaceae_UCG009, Erysipelatoclostridium and Ruminococcaceae_UCG013). Conclusion Our study found that part of the gut microbiota could be novel regulators of BMDs and autoimmune diseases via the effects of its metabolites and may lead to a better understanding of the role played by gut microbiota in the communication of the microbiota-skeletal/immune-gut axis.
引用
收藏
页码:984 / 996
页数:13
相关论文
共 50 条
  • [1] Novel microbiota-related gene set enrichment analysis identified osteoporosis associated gut microbiota from autoimmune diseases
    Rong-Rong Cao
    Pei He
    Shu-Feng Lei
    [J]. Journal of Bone and Mineral Metabolism, 2021, 39 : 984 - 996
  • [2] Identifying psychiatric disorder-associated gut microbiota using microbiota-related gene set enrichment analysis
    Cheng, Shiqiang
    Han, Bei
    Ding, Miao
    Wen, Yan
    Ma, Mei
    Zhang, Lu
    Qi, Xin
    Cheng, Bolun
    Li, Ping
    Kafle, Om Prakash
    Liang, Xiao
    Liu, Li
    Du, Yanan
    Zhao, Yan
    Zhang, Feng
    [J]. BRIEFINGS IN BIOINFORMATICS, 2020, 21 (03) : 1016 - 1022
  • [3] Targeting the gut microbiota-related metabolites for osteoporosis: The inextricable connection of gut-bone axis
    Zhang, Yuan -Wei
    Wu, Yan
    Liu, Xiang-Fei
    Chen, Xiao
    Su, Jia-Can
    [J]. AGEING RESEARCH REVIEWS, 2024, 94
  • [4] Gut microbiota-related metabolome analysis based on chromatography-mass spectrometry
    Zhou, Lina
    Yu, Di
    Zheng, Sijia
    Ouyang, Runze
    Wang, Yuting
    Xu, Guowang
    [J]. TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2021, 143
  • [5] Autoimmune diseases and gut microbiota: a bibliometric and visual analysis from 2004 to 2022
    Youao Zhang
    Yongzheng Peng
    Xu Xia
    [J]. Clinical and Experimental Medicine, 2023, 23 : 2813 - 2827
  • [6] Autoimmune diseases and gut microbiota: a bibliometric and visual analysis from 2004 to 2022
    Zhang, Youao
    Peng, Yongzheng
    Xia, Xu
    [J]. CLINICAL AND EXPERIMENTAL MEDICINE, 2023, 23 (06) : 2813 - 2827
  • [7] Gut microbiota and autoimmune diseases: Insights from Mendelian randomization
    Mu, Fangxiang
    Rusip, Gusbakti
    Florenly, Florenly
    [J]. FASEB BIOADVANCES, 2024,
  • [8] A Novel Trimethylamine Oxide-Induced Model Implicates Gut Microbiota-Related Mechanisms in Frailty
    Chen, Si-yue
    Rong, Xing-yu
    Sun, Xin-yi
    Zou, Yi-rong
    Zhao, Chao
    Wang, Hui-jing
    [J]. FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY, 2022, 12
  • [9] Polyphenols from Fu Brick Tea Reduce Obesity via Modulation of Gut Microbiota and Gut Microbiota-Related Intestinal Oxidative Stress and Barrier Function
    Zhou, Fang
    Li, Yi-Long
    Zhang, Xin
    Wang, Kun-Bo
    Huang, Jian-An
    Liu, Zhong-Hua
    Zhu, Ming-Zhi
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2021, 69 (48) : 14530 - 14543
  • [10] Parishin From Gastrodia Elata Ameliorates Aging Phenotype in Mice in a Gut Microbiota-Related Manner
    Zhao, Xinxiu
    Zhou, Shixian
    Yan, Ren
    Gong, Caixia
    Gui, Qifeng
    Zhang, Qin
    Xiang, Lan
    Chen, Lufang
    Wang, Peixia
    Li, Shumin
    Yang, Yunmei
    [J]. FRONTIERS IN MICROBIOLOGY, 2022, 13