Biomarker Research (Jun 2024)

Gut microbiota and metabolites signatures of clinical response in anti-PD-1/PD-L1 based immunotherapy of biliary tract cancer

  • Chengpei Zhu,
  • Yunchao Wang,
  • Ruijuan Zhu,
  • Shanshan Wang,
  • Jingnan Xue,
  • Dongya Zhang,
  • Zhou Lan,
  • Chenchen Zhang,
  • Yajun Liang,
  • Nan Zhang,
  • Ziyu Xun,
  • Longhao Zhang,
  • Cong Ning,
  • Xu Yang,
  • Jiashuo Chao,
  • Junyu Long,
  • Xiaobo Yang,
  • Hanping Wang,
  • Xinting Sang,
  • Xianzhi Jiang,
  • Haitao Zhao

DOI
https://doi.org/10.1186/s40364-024-00607-8
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 16

Abstract

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Abstract Background Accumulating evidence suggests that the gut microbiota and metabolites can modulate tumor responses to immunotherapy; however, limited data has been reported on biliary tract cancer (BTC). This study used metagenomics and metabolomics to identify characteristics of the gut microbiome and metabolites in immunotherapy-treated BTC and their potential as prognostic and predictive biomarkers. Methods This prospective cohort study enrolled 88 patients with BTC who received PD-1/PD-L1 inhibitors from November 2018 to May 2022. The microbiota and metabolites significantly enriched in different immunotherapy response groups were identified through metagenomics and LC-MS/MS. Associations between microbiota and metabolites, microbiota and clinical factors, and metabolites and clinical factors were explored. Results Significantly different bacteria and their metabolites were both identified in the durable clinical benefit (DCB) and non-durable clinical benefit (NDB) groups. Of these, 20 bacteria and two metabolites were significantly associated with survival. Alistipes were positively correlated with survival, while Bacilli, Lactobacillales, and Pyrrolidine were negatively correlated with survival. Predictive models based on six bacteria, four metabolites, and the combination of three bacteria and two metabolites could all discriminated between patients in the DCB and NDB groups with high accuracy. Beta diversity between two groups was significantly different, and the composition varied with differences in the use of immunotherapy. Conclusions Patients with BTC receiving immunotherapy have specific alterations in the interactions between microbiota and metabolites. These findings suggest that gut microbiota and metabolites are potential prognostic and predictive biomarkers for clinical outcomes of anti-PD-1/PD-L1-treated BTC.

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