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Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer

Colorectal cancer (CRC) is a common clinical malignancy globally ranked as the fourth leading cause of cancer mortality. Some microbes are known to contribute to adenoma-carcinoma transition and possess diagnostic potential. Advances in high-throughput sequencing technology and functional studies ha...

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Autores principales: Zhou, Zhongkun, Ge, Shiqiang, Li, Yang, Ma, Wantong, Liu, Yuheng, Hu, Shujian, Zhang, Rentao, Ma, Yunhao, Du, Kangjia, Syed, Ashikujaman, Chen, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7717945/
https://www.ncbi.nlm.nih.gov/pubmed/33329482
http://dx.doi.org/10.3389/fmicb.2020.596027
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author Zhou, Zhongkun
Ge, Shiqiang
Li, Yang
Ma, Wantong
Liu, Yuheng
Hu, Shujian
Zhang, Rentao
Ma, Yunhao
Du, Kangjia
Syed, Ashikujaman
Chen, Peng
author_facet Zhou, Zhongkun
Ge, Shiqiang
Li, Yang
Ma, Wantong
Liu, Yuheng
Hu, Shujian
Zhang, Rentao
Ma, Yunhao
Du, Kangjia
Syed, Ashikujaman
Chen, Peng
author_sort Zhou, Zhongkun
collection PubMed
description Colorectal cancer (CRC) is a common clinical malignancy globally ranked as the fourth leading cause of cancer mortality. Some microbes are known to contribute to adenoma-carcinoma transition and possess diagnostic potential. Advances in high-throughput sequencing technology and functional studies have provided significant insights into the landscape of the gut microbiome and the fundamental roles of its components in carcinogenesis. Integration of scattered knowledge is highly beneficial for future progress. In this study, literature review and information extraction were performed, with the aim of integrating the available data resources and facilitating comparative research. A knowledgebase of the human CRC microbiome was compiled to facilitate understanding of diagnosis, and the global signatures of CRC microbes, sample types, algorithms, differential microorganisms and various panels of markers plus their diagnostic performance were evaluated based on statistical and phylogenetic analyses. Additionally, prospects about current changelings and solution strategies were outlined for identifying future research directions. This type of data integration strategy presents an effective platform for inquiry and comparison of relevant information, providing a tool for further study about CRC-related microbes and exploration of factors promoting clinical transformation (available at: http://gsbios.com/index/experimental/dts_ mben?id=1).
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spelling pubmed-77179452020-12-15 Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer Zhou, Zhongkun Ge, Shiqiang Li, Yang Ma, Wantong Liu, Yuheng Hu, Shujian Zhang, Rentao Ma, Yunhao Du, Kangjia Syed, Ashikujaman Chen, Peng Front Microbiol Microbiology Colorectal cancer (CRC) is a common clinical malignancy globally ranked as the fourth leading cause of cancer mortality. Some microbes are known to contribute to adenoma-carcinoma transition and possess diagnostic potential. Advances in high-throughput sequencing technology and functional studies have provided significant insights into the landscape of the gut microbiome and the fundamental roles of its components in carcinogenesis. Integration of scattered knowledge is highly beneficial for future progress. In this study, literature review and information extraction were performed, with the aim of integrating the available data resources and facilitating comparative research. A knowledgebase of the human CRC microbiome was compiled to facilitate understanding of diagnosis, and the global signatures of CRC microbes, sample types, algorithms, differential microorganisms and various panels of markers plus their diagnostic performance were evaluated based on statistical and phylogenetic analyses. Additionally, prospects about current changelings and solution strategies were outlined for identifying future research directions. This type of data integration strategy presents an effective platform for inquiry and comparison of relevant information, providing a tool for further study about CRC-related microbes and exploration of factors promoting clinical transformation (available at: http://gsbios.com/index/experimental/dts_ mben?id=1). Frontiers Media S.A. 2020-11-19 /pmc/articles/PMC7717945/ /pubmed/33329482 http://dx.doi.org/10.3389/fmicb.2020.596027 Text en Copyright © 2020 Zhou, Ge, Li, Ma, Liu, Hu, Zhang, Ma, Du, Syed and Chen. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Zhou, Zhongkun
Ge, Shiqiang
Li, Yang
Ma, Wantong
Liu, Yuheng
Hu, Shujian
Zhang, Rentao
Ma, Yunhao
Du, Kangjia
Syed, Ashikujaman
Chen, Peng
Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer
title Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer
title_full Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer
title_fullStr Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer
title_full_unstemmed Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer
title_short Human Gut Microbiome-Based Knowledgebase as a Biomarker Screening Tool to Improve the Predicted Probability for Colorectal Cancer
title_sort human gut microbiome-based knowledgebase as a biomarker screening tool to improve the predicted probability for colorectal cancer
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7717945/
https://www.ncbi.nlm.nih.gov/pubmed/33329482
http://dx.doi.org/10.3389/fmicb.2020.596027
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