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Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients
Cachexia is associated with decreased survival in cancer patients and has a prevalence of up to 80%. The etiology of cachexia is poorly understood, and limited treatment options exist. Here, we investigated the role of the human gut microbiome in cachexia by integrating shotgun metagenomics and plas...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528809/ https://www.ncbi.nlm.nih.gov/pubmed/34002024 http://dx.doi.org/10.1038/s41396-021-00998-8 |
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author | Ni, Yueqiong Lohinai, Zoltan Heshiki, Yoshitaro Dome, Balazs Moldvay, Judit Dulka, Edit Galffy, Gabriella Berta, Judit Weiss, Glen J. Sommer, Morten O. A. Panagiotou, Gianni |
author_facet | Ni, Yueqiong Lohinai, Zoltan Heshiki, Yoshitaro Dome, Balazs Moldvay, Judit Dulka, Edit Galffy, Gabriella Berta, Judit Weiss, Glen J. Sommer, Morten O. A. Panagiotou, Gianni |
author_sort | Ni, Yueqiong |
collection | PubMed |
description | Cachexia is associated with decreased survival in cancer patients and has a prevalence of up to 80%. The etiology of cachexia is poorly understood, and limited treatment options exist. Here, we investigated the role of the human gut microbiome in cachexia by integrating shotgun metagenomics and plasma metabolomics of 31 lung cancer patients. The cachexia group showed significant differences in the gut microbial composition, functional pathways of the metagenome, and the related plasma metabolites compared to non-cachectic patients. Branched-chain amino acids (BCAAs), methylhistamine, and vitamins were significantly depleted in the plasma of cachexia patients, which was also reflected in the depletion of relevant gut microbiota functional pathways. The enrichment of BCAAs and 3-oxocholic acid in non-cachectic patients were positively correlated with gut microbial species Prevotella copri and Lactobacillus gasseri, respectively. Furthermore, the gut microbiota capacity for lipopolysaccharides biosynthesis was significantly enriched in cachectic patients. The involvement of the gut microbiome in cachexia was further observed in a high-performance machine learning model using solely gut microbial features. Our study demonstrates the links between cachectic host metabolism and specific gut microbial species and functions in a clinical setting, suggesting that the gut microbiota could have an influence on cachexia with possible therapeutic applications. |
format | Online Article Text |
id | pubmed-8528809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85288092021-10-22 Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients Ni, Yueqiong Lohinai, Zoltan Heshiki, Yoshitaro Dome, Balazs Moldvay, Judit Dulka, Edit Galffy, Gabriella Berta, Judit Weiss, Glen J. Sommer, Morten O. A. Panagiotou, Gianni ISME J Article Cachexia is associated with decreased survival in cancer patients and has a prevalence of up to 80%. The etiology of cachexia is poorly understood, and limited treatment options exist. Here, we investigated the role of the human gut microbiome in cachexia by integrating shotgun metagenomics and plasma metabolomics of 31 lung cancer patients. The cachexia group showed significant differences in the gut microbial composition, functional pathways of the metagenome, and the related plasma metabolites compared to non-cachectic patients. Branched-chain amino acids (BCAAs), methylhistamine, and vitamins were significantly depleted in the plasma of cachexia patients, which was also reflected in the depletion of relevant gut microbiota functional pathways. The enrichment of BCAAs and 3-oxocholic acid in non-cachectic patients were positively correlated with gut microbial species Prevotella copri and Lactobacillus gasseri, respectively. Furthermore, the gut microbiota capacity for lipopolysaccharides biosynthesis was significantly enriched in cachectic patients. The involvement of the gut microbiome in cachexia was further observed in a high-performance machine learning model using solely gut microbial features. Our study demonstrates the links between cachectic host metabolism and specific gut microbial species and functions in a clinical setting, suggesting that the gut microbiota could have an influence on cachexia with possible therapeutic applications. Nature Publishing Group UK 2021-05-17 2021-11 /pmc/articles/PMC8528809/ /pubmed/34002024 http://dx.doi.org/10.1038/s41396-021-00998-8 Text en © The Author(s) 2021 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 Ni, Yueqiong Lohinai, Zoltan Heshiki, Yoshitaro Dome, Balazs Moldvay, Judit Dulka, Edit Galffy, Gabriella Berta, Judit Weiss, Glen J. Sommer, Morten O. A. Panagiotou, Gianni Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
title | Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
title_full | Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
title_fullStr | Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
title_full_unstemmed | Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
title_short | Distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
title_sort | distinct composition and metabolic functions of human gut microbiota are associated with cachexia in lung cancer patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528809/ https://www.ncbi.nlm.nih.gov/pubmed/34002024 http://dx.doi.org/10.1038/s41396-021-00998-8 |
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