A novel enterotype enriched with respiratory super-dominant pathobionts is associated with immunosuppression in pulmonary tuberculosis patients

BACKGROUND: Perturbations of the gut microbiota in pulmonary tuberculosis (PTB) patients, often antibiotic-induced, are frequently observed; however, the defining features of this dysbiosis and its relationship with clinical phenotypes remain insufficiently characterized. METHODS: In this cross-sectional study, we collected fecal samples from 66 PTB patients and performed 16S rRNA gene (V3-V4) sequencing. Species-level taxonomic profiling was conducted using the Human Gut Microbiome Analysis Database (HGMAD). Enterotypes were constructed, and their associations with PTB were investigated. The predictive capacity of enterotype-specific microbial signatures (enterosignatures) for clinical phenotypes was assessed. RESULTS: ratio, 0.93 for CRP, 0.78 for CA125, and 0.70 for Mtb positivity. SHapley Additive exPlanation (SHAP) analysis identified Enterobacterales and Veillonella as key negative predictors for T-cell counts, while Streptococcus and Enterobacteriaceae were positive predictors for CRP. In the CA125 model, Veillonella acted as a positive predictor and Enterobacterales as a negative predictor. CONCLUSION: This cross-sectional study identifies a distinct, PTB-associated enterotype (ETE) characterized by enrichment of respiratory pathobionts and associated with altered immune parameters in PTB patients. Enterosignatures derive from ETE represent exploratory biomarkers with promising predictive capacity for clinical outcomes, though their generalizability warrants validation in independent, prospective cohorts.

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Publication Details

Journal
Journal of Translational Medicine
Published
2026-04-20
DOI
https://doi.org/10.1186/s12967-026-08165-3
Primary Topic
Diagnosis and treatment of tuberculosis
Type
article
Field-Weighted Citation Impact
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article

A novel enterotype enriched with respiratory super-dominant pathobionts is associated with immunosuppression in pulmonary tuberculosis patients

袁婷婷, Yamin Sun, Ji Pu, Jianguo Xu et al.
Journal of Translational Medicine
Diagnosis and treatment of tuberculosis
article

A novel enterotype enriched with respiratory super-dominant pathobionts is associated with immunosuppression in pulmonary tuberculosis patients

袁婷婷, Yamin Sun, Ji Pu, Jianguo Xu, Jiali Chen, Han Zheng, Lianfeng Li, Wenchao Lin, Shan Lu
article en

Abstract

BACKGROUND: Perturbations of the gut microbiota in pulmonary tuberculosis (PTB) patients, often antibiotic-induced, are frequently observed; however, the defining features of this dysbiosis and its relationship with clinical phenotypes remain insufficiently characterized. METHODS: In this cross-sectional study, we collected fecal samples from 66 PTB patients and performed 16S rRNA gene (V3-V4) sequencing. Species-level taxonomic profiling was conducted using the Human Gut Microbiome Analysis Database (HGMAD). Enterotypes were constructed, and their associations with PTB were investigated. The predictive capacity of enterotype-specific microbial signatures (enterosignatures) for clinical phenotypes was assessed. RESULTS: ratio, 0.93 for CRP, 0.78 for CA125, and 0.70 for Mtb positivity. SHapley Additive exPlanation (SHAP) analysis identified Enterobacterales and Veillonella as key negative predictors for T-cell counts, while Streptococcus and Enterobacteriaceae were positive predictors for CRP. In the CA125 model, Veillonella acted as a positive predictor and Enterobacterales as a negative predictor. CONCLUSION: This cross-sectional study identifies a distinct, PTB-associated enterotype (ETE) characterized by enrichment of respiratory pathobionts and associated with altered immune parameters in PTB patients. Enterosignatures derive from ETE represent exploratory biomarkers with promising predictive capacity for clinical outcomes, though their generalizability warrants validation in independent, prospective cohorts.

Journal of Translational Medicine
Shandong University (CN), Shanxi Medical University (CN), Capital Medical University (CN), Nankai University (CN), Tianjin Economic-Technological Development Area (CN), Shanghai Public Health Clinical Center (CN), National Institute for Communicable Disease Control and Prevention (CN), Beijing Ditan Hospital (CN)
Good health and well-being
Openalex Percentile: Top 11%
Diagnosis and treatment of tuberculosis
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