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Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations

As with many diseases, tumor formation in colorectal cancer (CRC) is multifactorial and involves immune, environmental factors and various genetics that contribute to disease development. Accumulating evidence suggests that the gut microbiome is linked to the occurrence and development of CRC, and t...

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Autores principales: Cao, Yuan, Wang, Jifeng, Hou, Weiliang, Ding, Yanqiang, Zhu, Yefei, Zheng, Jiayi, Huang, Qiongyi, Cao, Zhan, Xie, Ruting, Wei, Qing, Qin, Huanlong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557533/
https://www.ncbi.nlm.nih.gov/pubmed/37795995
http://dx.doi.org/10.1080/19490976.2023.2263934
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author Cao, Yuan
Wang, Jifeng
Hou, Weiliang
Ding, Yanqiang
Zhu, Yefei
Zheng, Jiayi
Huang, Qiongyi
Cao, Zhan
Xie, Ruting
Wei, Qing
Qin, Huanlong
author_facet Cao, Yuan
Wang, Jifeng
Hou, Weiliang
Ding, Yanqiang
Zhu, Yefei
Zheng, Jiayi
Huang, Qiongyi
Cao, Zhan
Xie, Ruting
Wei, Qing
Qin, Huanlong
author_sort Cao, Yuan
collection PubMed
description As with many diseases, tumor formation in colorectal cancer (CRC) is multifactorial and involves immune, environmental factors and various genetics that contribute to disease development. Accumulating evidence suggests that the gut microbiome is linked to the occurrence and development of CRC, and these microorganisms are important for immune maturation. However, a systematic perspective integrating microbial profiling, T cell receptor (TCR) and somatic mutations in humans with CRC is lacking. Here, we report distinct features of the expressed TCRβ repertoires in the peripheral blood of and CRC patients (n = 107) and healthy donors (n = 30). CRC patients have elevated numbers of large TCRβ clones and they have very low TCR diversity. The metagenomic sequencing data showed that the relative abundance of Fusobacterium nucleatum (F. nucleatum), Escherichia coli and Dasheen mosaic virus were elevated consistently in CRC patients (n = 97) compared to HC individuals (n = 30). The abundance of Faecalibacterium prausnitzii and Roseburia intestinalis was reduced in CRC (n = 97) compared to HC (n = 30). The correlation between somatic mutations of target genes (16 genes, n = 79) and TCR clonality and microbial biomarkers in CRC had been investigated. Importantly, we constructed a random forest classifier (contains 15 features) based on microbiome and TCR repertoires, which can be used as a clinical detection method to screen patients for CRC. We also analysis of F. nucleatum-specific TCR repertoire characteristics. Collectively, our large-cohort multi-omics data aimed to identify novel biomarkers to inform clinical decision-making in the detection and diagnosis of CRC, which is of possible etiological and diagnostic significance.
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spelling pubmed-105575332023-10-07 Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations Cao, Yuan Wang, Jifeng Hou, Weiliang Ding, Yanqiang Zhu, Yefei Zheng, Jiayi Huang, Qiongyi Cao, Zhan Xie, Ruting Wei, Qing Qin, Huanlong Gut Microbes Research Paper As with many diseases, tumor formation in colorectal cancer (CRC) is multifactorial and involves immune, environmental factors and various genetics that contribute to disease development. Accumulating evidence suggests that the gut microbiome is linked to the occurrence and development of CRC, and these microorganisms are important for immune maturation. However, a systematic perspective integrating microbial profiling, T cell receptor (TCR) and somatic mutations in humans with CRC is lacking. Here, we report distinct features of the expressed TCRβ repertoires in the peripheral blood of and CRC patients (n = 107) and healthy donors (n = 30). CRC patients have elevated numbers of large TCRβ clones and they have very low TCR diversity. The metagenomic sequencing data showed that the relative abundance of Fusobacterium nucleatum (F. nucleatum), Escherichia coli and Dasheen mosaic virus were elevated consistently in CRC patients (n = 97) compared to HC individuals (n = 30). The abundance of Faecalibacterium prausnitzii and Roseburia intestinalis was reduced in CRC (n = 97) compared to HC (n = 30). The correlation between somatic mutations of target genes (16 genes, n = 79) and TCR clonality and microbial biomarkers in CRC had been investigated. Importantly, we constructed a random forest classifier (contains 15 features) based on microbiome and TCR repertoires, which can be used as a clinical detection method to screen patients for CRC. We also analysis of F. nucleatum-specific TCR repertoire characteristics. Collectively, our large-cohort multi-omics data aimed to identify novel biomarkers to inform clinical decision-making in the detection and diagnosis of CRC, which is of possible etiological and diagnostic significance. Taylor & Francis 2023-10-05 /pmc/articles/PMC10557533/ /pubmed/37795995 http://dx.doi.org/10.1080/19490976.2023.2263934 Text en © 2023 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.
spellingShingle Research Paper
Cao, Yuan
Wang, Jifeng
Hou, Weiliang
Ding, Yanqiang
Zhu, Yefei
Zheng, Jiayi
Huang, Qiongyi
Cao, Zhan
Xie, Ruting
Wei, Qing
Qin, Huanlong
Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
title Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
title_full Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
title_fullStr Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
title_full_unstemmed Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
title_short Colorectal cancer–associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
title_sort colorectal cancer–associated t cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557533/
https://www.ncbi.nlm.nih.gov/pubmed/37795995
http://dx.doi.org/10.1080/19490976.2023.2263934
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