| Literature DB >> 33547384 |
Yu-Li Zeng1, Lei Qin2, Wen-Jun Wei1, Hong Cai3, Xiao-Fang Yu3, Wei Zhang4, Xiao-Lu Wu5, Xiao-Bin Liu5, Wei-Ming Chen1, Pan You6, Mei-Zhu Hong7, Yaming Liu1, Xuan Dong1, Ben-Chang Shia8, Jian-Jun Niu9, Jin-Shui Pan10.
Abstract
Tenofovir and entecavir are currently designated as the preferred oral antiviral drugs for chronic hepatitis B. However, only less than 40% of patients can achieve HBeAg seroconversion. We aim at investigating the role of intestinal microbiome in HBeAg seroconversion induced by oral antiviral therapy and describe multi-omics characteristics of HBeAg seroconversion associated intestinal flora. In this study, we prospectively collected fecal samples at baseline from the patients with HBeAg positive chronic hepatitis B who would have oral antiviral therapy. 16S rDNA sequencing and metabolomics were performed. We identified HBeAg seroconversion-related microbial signature and constructed prediction model for HBeAg seroconversion. Thirty-seven of these subjects achieved HBeAg seroconversion within 156 weeks after the initiation of oral antiviral therapy, while 41 subjects remained HBeAg positive even after over 156 weeks of therapy. A computational statistical and machine learning approach allowed us to identify a microbial signature for HBeAg seroconversion. Using random forest method, we further constructed a classifier based on the microbial signature, with area under curve being 0.749 for the test set. Patients who achieved HBeAg seroconversion tended to have lower abundance of certain fecal metabolites such as essential amino acids, and several dipeptides. By analyzing the fecal microbiota from the patients with and without HBeAg seroconversion, we showed intestinal microbiome play a critical role in HBeAg seroconversion induced by oral antiviral therapy. We also identified intestinal microbial signature that is associated with HBeAg seroconversion after oral antiviral therapy.Entities:
Year: 2021 PMID: 33547384 PMCID: PMC7864979 DOI: 10.1038/s41598-021-82939-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379