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Dysbiosis of human gut microbiome in young-onset colorectal cancer
The incidence of sporadic young-onset colorectal cancer (yCRC) is increasing. A significant knowledge gap exists in the gut microbiota and its diagnostic value for yCRC patients. Through 16S rRNA gene sequencing, 728 samples are collected to identify microbial markers, and an independent cohort of 3...
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/PMC8604900/ https://www.ncbi.nlm.nih.gov/pubmed/34799562 http://dx.doi.org/10.1038/s41467-021-27112-y |
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author | Yang, Yongzhi Du, Lutao Shi, Debing Kong, Cheng Liu, Jianqiang Liu, Guang Li, Xinxiang Ma, Yanlei |
author_facet | Yang, Yongzhi Du, Lutao Shi, Debing Kong, Cheng Liu, Jianqiang Liu, Guang Li, Xinxiang Ma, Yanlei |
author_sort | Yang, Yongzhi |
collection | PubMed |
description | The incidence of sporadic young-onset colorectal cancer (yCRC) is increasing. A significant knowledge gap exists in the gut microbiota and its diagnostic value for yCRC patients. Through 16S rRNA gene sequencing, 728 samples are collected to identify microbial markers, and an independent cohort of 310 samples is used to validate the results. Furthermore, species-level and functional analysis are performed by metagenome sequencing using 200 samples. Gut microbial diversity is increased in yCRC. Flavonifractor plautii is an important bacterial species in yCRC, while genus Streptococcus contains the key phylotype in the old-onset colorectal cancer. Functional analysis reveals that yCRC has unique characteristics of bacterial metabolism characterized by the dominance of DNA binding and RNA-dependent DNA biosynthetic process. The random forest classifier model achieves a powerful classification potential. This study highlights the potential of the gut microbiota biomarkers as a promising non-invasive tool for the accurate detection and distinction of individuals with yCRC. |
format | Online Article Text |
id | pubmed-8604900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86049002021-12-03 Dysbiosis of human gut microbiome in young-onset colorectal cancer Yang, Yongzhi Du, Lutao Shi, Debing Kong, Cheng Liu, Jianqiang Liu, Guang Li, Xinxiang Ma, Yanlei Nat Commun Article The incidence of sporadic young-onset colorectal cancer (yCRC) is increasing. A significant knowledge gap exists in the gut microbiota and its diagnostic value for yCRC patients. Through 16S rRNA gene sequencing, 728 samples are collected to identify microbial markers, and an independent cohort of 310 samples is used to validate the results. Furthermore, species-level and functional analysis are performed by metagenome sequencing using 200 samples. Gut microbial diversity is increased in yCRC. Flavonifractor plautii is an important bacterial species in yCRC, while genus Streptococcus contains the key phylotype in the old-onset colorectal cancer. Functional analysis reveals that yCRC has unique characteristics of bacterial metabolism characterized by the dominance of DNA binding and RNA-dependent DNA biosynthetic process. The random forest classifier model achieves a powerful classification potential. This study highlights the potential of the gut microbiota biomarkers as a promising non-invasive tool for the accurate detection and distinction of individuals with yCRC. Nature Publishing Group UK 2021-11-19 /pmc/articles/PMC8604900/ /pubmed/34799562 http://dx.doi.org/10.1038/s41467-021-27112-y 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 Yang, Yongzhi Du, Lutao Shi, Debing Kong, Cheng Liu, Jianqiang Liu, Guang Li, Xinxiang Ma, Yanlei Dysbiosis of human gut microbiome in young-onset colorectal cancer |
title | Dysbiosis of human gut microbiome in young-onset colorectal cancer |
title_full | Dysbiosis of human gut microbiome in young-onset colorectal cancer |
title_fullStr | Dysbiosis of human gut microbiome in young-onset colorectal cancer |
title_full_unstemmed | Dysbiosis of human gut microbiome in young-onset colorectal cancer |
title_short | Dysbiosis of human gut microbiome in young-onset colorectal cancer |
title_sort | dysbiosis of human gut microbiome in young-onset colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604900/ https://www.ncbi.nlm.nih.gov/pubmed/34799562 http://dx.doi.org/10.1038/s41467-021-27112-y |
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