Alterations of Gut Microbiome, Metabolome, and Lipidome in Takayasu Arteritis

代谢组 肠道微生物群 微生物群 生物 脂质体 计算生物学 代谢组学 脂类学 生物信息学
作者
Luyun Fan,Junru Chen,Lili Pan,Xiaohong Xin,Bin Geng,Lirui Yang,Qian Wang,Wenjun Ma,Ying Lou,Jin‐Song Bian,Xiao Cui,Jing Li,Lu Wang,Zhenzhen Chen,Wenjie Wang,Changting Cui,Shuangyue Li,Qiannan Gao,Qirui Song,Yue Deng
出处
期刊:Arthritis & rheumatology [Wiley]
卷期号:75 (2): 266-278 被引量:27
标识
DOI:10.1002/art.42331
摘要

Objective Mounting evidence has linked microbiome and metabolome to systemic autoimmunity and cardiovascular diseases (CVDs). Takayasu arteritis (TAK) is a rare disease that shares features of immune‐related inflammatory diseases and CVDs, about which there is relatively limited information. This study was undertaken to characterize gut microbial dysbiosis and its crosstalk with phenotypes in TAK. Methods To address the discriminatory signatures, we performed shotgun sequencing of fecal metagenome across a discovery cohort (n = 97) and an independent validation cohort (n = 75) including TAK patients, healthy controls, and controls with Behçet's disease (BD). Interrogation of untargeted metabolomics and lipidomics profiling of plasma and fecal samples were also used to refine features mediating associations between microorganisms and TAK phenotypes. Results A combined model of bacterial species, including unclassified Escherichia , Veillonella parvula , Streptococcus parasanguinis , Dorea formicigenerans , Bifidobacterium adolescentis , Lachnospiraceae bacterium 7 1 58FAA , Escherichia coli , Streptococcus salivarius , Klebsiella pneumoniae , Bifidobacterium longum, and Lachnospiraceae Bacterium 5 1 63FAA , distinguished TAK patients from controls with areas under the curve (AUCs) of 87.8%, 85.9%, 81.1%, and 71.1% in training, test, and validation sets including healthy or BD controls, respectively. Diagnostic species were directly or indirectly (via metabolites or lipids) correlated with TAK phenotypes of vascular involvement, inflammation, discharge medication, and prognosis. External validation against publicly metagenomic studies (n = 184) on hypertension, atrial fibrillation, and healthy controls, confirmed the diagnostic accuracy of the model for TAK. Conclusion This study first identifies the discriminatory gut microbes in TAK. Dysbiotic microbes are also linked to TAK phenotypes directly or indirectly via metabolic and lipid modules. Further explorations of the microbiome–metagenome interface in TAK subtype prediction and pathogenesis are suggested.
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