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Gut microbial structural variation associates with immune checkpoint inhibitor response
The gut microbiota may have an effect on the therapeutic resistance and toxicity of immune checkpoint inhibitors (ICIs). However, the associations between the highly variable genomes of gut bacteria and the effectiveness of ICIs remain unclear, despite the fact that merely a few gene mutations betwe...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654443/ https://www.ncbi.nlm.nih.gov/pubmed/37973916 http://dx.doi.org/10.1038/s41467-023-42997-7 |
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author | Liu, Rong Zou, You Wang, Wei-Quan Chen, Jun-Hong Zhang, Lei Feng, Jia Yin, Ji-Ye Mao, Xiao-Yuan Li, Qing Luo, Zhi-Ying Zhang, Wei Wang, Dao-Ming |
author_facet | Liu, Rong Zou, You Wang, Wei-Quan Chen, Jun-Hong Zhang, Lei Feng, Jia Yin, Ji-Ye Mao, Xiao-Yuan Li, Qing Luo, Zhi-Ying Zhang, Wei Wang, Dao-Ming |
author_sort | Liu, Rong |
collection | PubMed |
description | The gut microbiota may have an effect on the therapeutic resistance and toxicity of immune checkpoint inhibitors (ICIs). However, the associations between the highly variable genomes of gut bacteria and the effectiveness of ICIs remain unclear, despite the fact that merely a few gene mutations between similar bacterial strains may cause significant phenotypic variations. Here, using datasets from the gut microbiome of 996 patients from seven clinical trials, we systematically identify microbial genomic structural variants (SVs) using SGV-Finder. The associations between SVs and response, progression-free survival, overall survival, and immune-related adverse events are systematically explored by metagenome-wide association analysis and replicated in different cohorts. Associated SVs are located in multiple species, including Akkermansia muciniphila, Dorea formicigenerans, and Bacteroides caccae. We find genes that encode enzymes that participate in glucose metabolism be harbored in these associated regions. This work uncovers a nascent layer of gut microbiome heterogeneity that is correlated with hosts’ prognosis following ICI treatment and represents an advance in our knowledge of the intricate relationships between microbiota and tumor immunotherapy. |
format | Online Article Text |
id | pubmed-10654443 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106544432023-11-16 Gut microbial structural variation associates with immune checkpoint inhibitor response Liu, Rong Zou, You Wang, Wei-Quan Chen, Jun-Hong Zhang, Lei Feng, Jia Yin, Ji-Ye Mao, Xiao-Yuan Li, Qing Luo, Zhi-Ying Zhang, Wei Wang, Dao-Ming Nat Commun Article The gut microbiota may have an effect on the therapeutic resistance and toxicity of immune checkpoint inhibitors (ICIs). However, the associations between the highly variable genomes of gut bacteria and the effectiveness of ICIs remain unclear, despite the fact that merely a few gene mutations between similar bacterial strains may cause significant phenotypic variations. Here, using datasets from the gut microbiome of 996 patients from seven clinical trials, we systematically identify microbial genomic structural variants (SVs) using SGV-Finder. The associations between SVs and response, progression-free survival, overall survival, and immune-related adverse events are systematically explored by metagenome-wide association analysis and replicated in different cohorts. Associated SVs are located in multiple species, including Akkermansia muciniphila, Dorea formicigenerans, and Bacteroides caccae. We find genes that encode enzymes that participate in glucose metabolism be harbored in these associated regions. This work uncovers a nascent layer of gut microbiome heterogeneity that is correlated with hosts’ prognosis following ICI treatment and represents an advance in our knowledge of the intricate relationships between microbiota and tumor immunotherapy. Nature Publishing Group UK 2023-11-16 /pmc/articles/PMC10654443/ /pubmed/37973916 http://dx.doi.org/10.1038/s41467-023-42997-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Liu, Rong Zou, You Wang, Wei-Quan Chen, Jun-Hong Zhang, Lei Feng, Jia Yin, Ji-Ye Mao, Xiao-Yuan Li, Qing Luo, Zhi-Ying Zhang, Wei Wang, Dao-Ming Gut microbial structural variation associates with immune checkpoint inhibitor response |
title | Gut microbial structural variation associates with immune checkpoint inhibitor response |
title_full | Gut microbial structural variation associates with immune checkpoint inhibitor response |
title_fullStr | Gut microbial structural variation associates with immune checkpoint inhibitor response |
title_full_unstemmed | Gut microbial structural variation associates with immune checkpoint inhibitor response |
title_short | Gut microbial structural variation associates with immune checkpoint inhibitor response |
title_sort | gut microbial structural variation associates with immune checkpoint inhibitor response |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654443/ https://www.ncbi.nlm.nih.gov/pubmed/37973916 http://dx.doi.org/10.1038/s41467-023-42997-7 |
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