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Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers
BACKGROUND: The gut microbiome is associated with the response to immunotherapy for different cancers. However, the impact of the gut microbiome on hepatobiliary cancers receiving immunotherapy remains unknown. This study aims to investigate the relationship between the gut microbiome and the clinic...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8650503/ https://www.ncbi.nlm.nih.gov/pubmed/34873013 http://dx.doi.org/10.1136/jitc-2021-003334 |
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author | Mao, Jinzhu Wang, Dongxu Long, Junyu Yang, Xu Lin, Jianzhen Song, Yiwei Xie, Fucun Xun, Ziyu Wang, Yanyu Wang, Yunchao Li, Yiran Sun, Huishan Xue, Jingnan Song, Yang Zuo, Bangyou Zhang, Junwei Bian, Jin Zhang, Ting Yang, Xiaobo Zhang, Lei Sang, Xinting Zhao, Haitao |
author_facet | Mao, Jinzhu Wang, Dongxu Long, Junyu Yang, Xu Lin, Jianzhen Song, Yiwei Xie, Fucun Xun, Ziyu Wang, Yanyu Wang, Yunchao Li, Yiran Sun, Huishan Xue, Jingnan Song, Yang Zuo, Bangyou Zhang, Junwei Bian, Jin Zhang, Ting Yang, Xiaobo Zhang, Lei Sang, Xinting Zhao, Haitao |
author_sort | Mao, Jinzhu |
collection | PubMed |
description | BACKGROUND: The gut microbiome is associated with the response to immunotherapy for different cancers. However, the impact of the gut microbiome on hepatobiliary cancers receiving immunotherapy remains unknown. This study aims to investigate the relationship between the gut microbiome and the clinical response to anti-programmed cell death protein 1 (PD-1) immunotherapy in patients with advanced hepatobiliary cancers. METHODS: Patients with unresectable hepatocellular carcinoma or advanced biliary tract cancers who have progressed from first-line chemotherapy (gemcitabine plus cisplatin) were enrolled. Fresh stool samples were collected before and during anti-PD-1 treatment and analyzed with metagenomic sequencing. Significantly differentially enriched taxa and prognosis associated taxa were identified. The Kyoto Encyclopedia of Genes and Genomes database and MetaCyc database were further applied to annotate the differentially enriched taxa to explore the potential mechanism of the gut microbiome influencing cancer immunotherapy. RESULTS: In total, 65 patients with advanced hepatobiliary cancers receiving anti-PD-1 treatment were included in this study. Seventy-four taxa were significantly enriched in the clinical benefit response (CBR) group and 40 taxa were significantly enriched in the non-clinical benefit (NCB) group. Among these taxa, patients with higher abundance of Lachnospiraceae bacterium-GAM79 and Alistipes sp Marseille-P5997, which were significantly enriched in the CBR group, achieved longer progression-free survival (PFS) and overall survival (OS) than patients with lower abundance. Higher abundance of Ruminococcus calidus and Erysipelotichaceae bacterium-GAM147 enriched in the CBR group was also observed in patients with better PFS. In contrast, worse PFS and OS were found in patients with higher abundance of Veillonellaceae, which was significantly enriched in the NCB group. Functional annotation indicated that the taxa enriched in the CBR group were associated with energy metabolism while the taxa enriched in the NCB group were associated with amino acid metabolism, which may modulate the clinical response to immunotherapy in hepatobiliary cancers. In addition, immunotherapy-related adverse events were affected by the gut microbiome diversity and relative abundance. CONCLUSIONS: We demonstrate that the gut microbiome is associated with the clinical response to anti-PD-1 immunotherapy in patients with hepatobiliary cancers. Taxonomic signatures enriched in responders are effective biomarkers to predict the clinical response and survival benefit of immunotherapy, which might provide a new therapeutic target to modulate the response to cancer immunotherapy. |
format | Online Article Text |
id | pubmed-8650503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-86505032021-12-22 Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers Mao, Jinzhu Wang, Dongxu Long, Junyu Yang, Xu Lin, Jianzhen Song, Yiwei Xie, Fucun Xun, Ziyu Wang, Yanyu Wang, Yunchao Li, Yiran Sun, Huishan Xue, Jingnan Song, Yang Zuo, Bangyou Zhang, Junwei Bian, Jin Zhang, Ting Yang, Xiaobo Zhang, Lei Sang, Xinting Zhao, Haitao J Immunother Cancer Immunotherapy Biomarkers BACKGROUND: The gut microbiome is associated with the response to immunotherapy for different cancers. However, the impact of the gut microbiome on hepatobiliary cancers receiving immunotherapy remains unknown. This study aims to investigate the relationship between the gut microbiome and the clinical response to anti-programmed cell death protein 1 (PD-1) immunotherapy in patients with advanced hepatobiliary cancers. METHODS: Patients with unresectable hepatocellular carcinoma or advanced biliary tract cancers who have progressed from first-line chemotherapy (gemcitabine plus cisplatin) were enrolled. Fresh stool samples were collected before and during anti-PD-1 treatment and analyzed with metagenomic sequencing. Significantly differentially enriched taxa and prognosis associated taxa were identified. The Kyoto Encyclopedia of Genes and Genomes database and MetaCyc database were further applied to annotate the differentially enriched taxa to explore the potential mechanism of the gut microbiome influencing cancer immunotherapy. RESULTS: In total, 65 patients with advanced hepatobiliary cancers receiving anti-PD-1 treatment were included in this study. Seventy-four taxa were significantly enriched in the clinical benefit response (CBR) group and 40 taxa were significantly enriched in the non-clinical benefit (NCB) group. Among these taxa, patients with higher abundance of Lachnospiraceae bacterium-GAM79 and Alistipes sp Marseille-P5997, which were significantly enriched in the CBR group, achieved longer progression-free survival (PFS) and overall survival (OS) than patients with lower abundance. Higher abundance of Ruminococcus calidus and Erysipelotichaceae bacterium-GAM147 enriched in the CBR group was also observed in patients with better PFS. In contrast, worse PFS and OS were found in patients with higher abundance of Veillonellaceae, which was significantly enriched in the NCB group. Functional annotation indicated that the taxa enriched in the CBR group were associated with energy metabolism while the taxa enriched in the NCB group were associated with amino acid metabolism, which may modulate the clinical response to immunotherapy in hepatobiliary cancers. In addition, immunotherapy-related adverse events were affected by the gut microbiome diversity and relative abundance. CONCLUSIONS: We demonstrate that the gut microbiome is associated with the clinical response to anti-PD-1 immunotherapy in patients with hepatobiliary cancers. Taxonomic signatures enriched in responders are effective biomarkers to predict the clinical response and survival benefit of immunotherapy, which might provide a new therapeutic target to modulate the response to cancer immunotherapy. BMJ Publishing Group 2021-12-06 /pmc/articles/PMC8650503/ /pubmed/34873013 http://dx.doi.org/10.1136/jitc-2021-003334 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Immunotherapy Biomarkers Mao, Jinzhu Wang, Dongxu Long, Junyu Yang, Xu Lin, Jianzhen Song, Yiwei Xie, Fucun Xun, Ziyu Wang, Yanyu Wang, Yunchao Li, Yiran Sun, Huishan Xue, Jingnan Song, Yang Zuo, Bangyou Zhang, Junwei Bian, Jin Zhang, Ting Yang, Xiaobo Zhang, Lei Sang, Xinting Zhao, Haitao Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers |
title | Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers |
title_full | Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers |
title_fullStr | Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers |
title_full_unstemmed | Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers |
title_short | Gut microbiome is associated with the clinical response to anti-PD-1 based immunotherapy in hepatobiliary cancers |
title_sort | gut microbiome is associated with the clinical response to anti-pd-1 based immunotherapy in hepatobiliary cancers |
topic | Immunotherapy Biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8650503/ https://www.ncbi.nlm.nih.gov/pubmed/34873013 http://dx.doi.org/10.1136/jitc-2021-003334 |
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