Qiaoyan Liu, Bingyuan Huang, Yijun Zhou, Yiran Wei, Yikang Li, Bo Li, You Li, Jun Zhang, Qiwei Qian, Ruiling Chen, Zhuwan Lyu, Rui Wang, Qin Cao, Qun Xu, Qixia Wang, Qi Miao, Zhengrui You, Min Lian, Merrill Eric Gershwin, Qiaofei Jin, Xiao Xiao, Xiong Ma, Ruqi Tang
{"title":"Gut microbiome pattern impacts treatment response in primary biliary cholangitis.","authors":"Qiaoyan Liu, Bingyuan Huang, Yijun Zhou, Yiran Wei, Yikang Li, Bo Li, You Li, Jun Zhang, Qiwei Qian, Ruiling Chen, Zhuwan Lyu, Rui Wang, Qin Cao, Qun Xu, Qixia Wang, Qi Miao, Zhengrui You, Min Lian, Merrill Eric Gershwin, Qiaofei Jin, Xiao Xiao, Xiong Ma, Ruqi Tang","doi":"10.1016/j.medj.2024.08.003","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Primary biliary cholangitis (PBC) is a progressive autoimmune liver disease. An inadequate response to ursodeoxycholic acid (UDCA) poses a high risk of progression toward end-stage liver disease. Gut dysbiosis has been implicated in PBC. Here, we aimed to investigate microbial signatures that permit risk stratification and provide mechanistic insights into novel therapies for PBC.</p><p><strong>Methods: </strong>We prospectively recruited UDCA treatment-naive patients with PBC and performed metagenomic sequencing and metabolomic profiling using stool and serum samples obtained before (n = 132) and after (n = 59) treatment. PBC microbiome subtypes were identified using unsupervised machine learning methods and validated in two independent cohorts.</p><p><strong>Findings: </strong>PBC baseline metagenomes clustered into two community subtypes characterized by varying abundances of Clostridia taxa. Compared with Clostridia<sup>low</sup> microbiomes, Clostridia<sup>high</sup> microbiomes were more similar to healthy controls. Notably, patients in the Clostridia<sup>low</sup> subtype exhibited a 2-fold higher UDCA non-response rate compared to those in the Clostridia<sup>high</sup> subtype (41% vs. 20%, p = 0.015). Integrative analysis of metagenomic and metabolomic data revealed divergent functional modules and metabolic activities between the two metacommunities. In particular, anaerobic fermentation and the production of bioactive metabolites, including tryptophan derivatives and secondary bile acids, crucial for immune regulation and gut barrier maintenance, were markedly diminished in the Clostridia<sup>low</sup> subtype. Moreover, UDCA administration reconfigured the fecal microbial and metabolic profiles only in the Clostridia<sup>high</sup> group. Importantly, the microbiome subtypes and their associations with UDCA response were reproducible in two independent treatment-naive PBC cohorts.</p><p><strong>Conclusions: </strong>Characterizing baseline microbiota patterns may enable the prediction of treatment outcomes in PBC and facilitate personalized treatment strategies.</p><p><strong>Funding: </strong>This research was mainly supported by the National Natural Science Foundation of China.</p>","PeriodicalId":12,"journal":{"name":"ACS Chemical Health & Safety","volume":null,"pages":null},"PeriodicalIF":2.9000,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Chemical Health & Safety","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.medj.2024.08.003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Primary biliary cholangitis (PBC) is a progressive autoimmune liver disease. An inadequate response to ursodeoxycholic acid (UDCA) poses a high risk of progression toward end-stage liver disease. Gut dysbiosis has been implicated in PBC. Here, we aimed to investigate microbial signatures that permit risk stratification and provide mechanistic insights into novel therapies for PBC.
Methods: We prospectively recruited UDCA treatment-naive patients with PBC and performed metagenomic sequencing and metabolomic profiling using stool and serum samples obtained before (n = 132) and after (n = 59) treatment. PBC microbiome subtypes were identified using unsupervised machine learning methods and validated in two independent cohorts.
Findings: PBC baseline metagenomes clustered into two community subtypes characterized by varying abundances of Clostridia taxa. Compared with Clostridialow microbiomes, Clostridiahigh microbiomes were more similar to healthy controls. Notably, patients in the Clostridialow subtype exhibited a 2-fold higher UDCA non-response rate compared to those in the Clostridiahigh subtype (41% vs. 20%, p = 0.015). Integrative analysis of metagenomic and metabolomic data revealed divergent functional modules and metabolic activities between the two metacommunities. In particular, anaerobic fermentation and the production of bioactive metabolites, including tryptophan derivatives and secondary bile acids, crucial for immune regulation and gut barrier maintenance, were markedly diminished in the Clostridialow subtype. Moreover, UDCA administration reconfigured the fecal microbial and metabolic profiles only in the Clostridiahigh group. Importantly, the microbiome subtypes and their associations with UDCA response were reproducible in two independent treatment-naive PBC cohorts.
Conclusions: Characterizing baseline microbiota patterns may enable the prediction of treatment outcomes in PBC and facilitate personalized treatment strategies.
Funding: This research was mainly supported by the National Natural Science Foundation of China.
期刊介绍:
The Journal of Chemical Health and Safety focuses on news, information, and ideas relating to issues and advances in chemical health and safety. The Journal of Chemical Health and Safety covers up-to-the minute, in-depth views of safety issues ranging from OSHA and EPA regulations to the safe handling of hazardous waste, from the latest innovations in effective chemical hygiene practices to the courts'' most recent rulings on safety-related lawsuits. The Journal of Chemical Health and Safety presents real-world information that health, safety and environmental professionals and others responsible for the safety of their workplaces can put to use right away, identifying potential and developing safety concerns before they do real harm.