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Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment
BACKGROUND: Compromised intestinal barrier (CIB) has been associated with many enteropathies, including colorectal cancer (CRC) and inflammatory bowel disease (IBD). We hypothesized that CIB could lead to increased host-derived contents including epithelial cells into the gut, change its physio-meta...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216530/ https://www.ncbi.nlm.nih.gov/pubmed/32393180 http://dx.doi.org/10.1186/s12864-020-6749-z |
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author | Jiang, Puzi Lai, Senying Wu, Sicheng Zhao, Xing-Ming Chen, Wei-Hua |
author_facet | Jiang, Puzi Lai, Senying Wu, Sicheng Zhao, Xing-Ming Chen, Wei-Hua |
author_sort | Jiang, Puzi |
collection | PubMed |
description | BACKGROUND: Compromised intestinal barrier (CIB) has been associated with many enteropathies, including colorectal cancer (CRC) and inflammatory bowel disease (IBD). We hypothesized that CIB could lead to increased host-derived contents including epithelial cells into the gut, change its physio-metabolic properties, and globally alter microbial community and metabolic capacities. RESULTS: Consistently, we found host DNA contents (HDCs), calculated as the percentage of metagenomic sequencing reads mapped to the host genome, were significantly elevated in patients of CRC and Crohn’s disease (CD). Consistent with our hypothesis, we found that HDC correlated with microbial- and metabolic-biomarkers of these diseases, contributed significantly to machine-learning models for patient stratification and was consequently ranked as a top contributor. CD patients with treatment could partially reverse the changes of many CD-signature species over time, with reduced HDC and fecal calprotectin (FCP) levels. Strikingly, HDC showed stronger correlations with the reversing changes of the CD-related species than FCP, and contributed greatly in classifying treatment responses, suggesting that it was also a biomarker for effective treatment. CONCLUSIONS: Together, we revealed that association between HDCs and gut dysbiosis, and identified HDC as a novel biomarker from fecal metagenomics for diagnosis and effective treatment of intestinal diseases; our results also suggested that host-derived contents may have greater impact on gut microbiota than previously anticipated. |
format | Online Article Text |
id | pubmed-7216530 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72165302020-05-18 Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment Jiang, Puzi Lai, Senying Wu, Sicheng Zhao, Xing-Ming Chen, Wei-Hua BMC Genomics Research Article BACKGROUND: Compromised intestinal barrier (CIB) has been associated with many enteropathies, including colorectal cancer (CRC) and inflammatory bowel disease (IBD). We hypothesized that CIB could lead to increased host-derived contents including epithelial cells into the gut, change its physio-metabolic properties, and globally alter microbial community and metabolic capacities. RESULTS: Consistently, we found host DNA contents (HDCs), calculated as the percentage of metagenomic sequencing reads mapped to the host genome, were significantly elevated in patients of CRC and Crohn’s disease (CD). Consistent with our hypothesis, we found that HDC correlated with microbial- and metabolic-biomarkers of these diseases, contributed significantly to machine-learning models for patient stratification and was consequently ranked as a top contributor. CD patients with treatment could partially reverse the changes of many CD-signature species over time, with reduced HDC and fecal calprotectin (FCP) levels. Strikingly, HDC showed stronger correlations with the reversing changes of the CD-related species than FCP, and contributed greatly in classifying treatment responses, suggesting that it was also a biomarker for effective treatment. CONCLUSIONS: Together, we revealed that association between HDCs and gut dysbiosis, and identified HDC as a novel biomarker from fecal metagenomics for diagnosis and effective treatment of intestinal diseases; our results also suggested that host-derived contents may have greater impact on gut microbiota than previously anticipated. BioMed Central 2020-05-11 /pmc/articles/PMC7216530/ /pubmed/32393180 http://dx.doi.org/10.1186/s12864-020-6749-z Text en © The Author(s). 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Jiang, Puzi Lai, Senying Wu, Sicheng Zhao, Xing-Ming Chen, Wei-Hua Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
title | Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
title_full | Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
title_fullStr | Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
title_full_unstemmed | Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
title_short | Host DNA contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
title_sort | host dna contents in fecal metagenomics as a biomarker for intestinal diseases and effective treatment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216530/ https://www.ncbi.nlm.nih.gov/pubmed/32393180 http://dx.doi.org/10.1186/s12864-020-6749-z |
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