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Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer
OBJECTIVES: Bacteriome and virome alterations are associated with colorectal cancer (CRC). Nevertheless, the gut fungal microbiota in CRC remains largely unexplored. We aimed to characterise enteric mycobiome in CRC. DESIGN: Faecal shotgun metagenomic sequences of 184 patients with CRC, 197 patients...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6580778/ https://www.ncbi.nlm.nih.gov/pubmed/30472682 http://dx.doi.org/10.1136/gutjnl-2018-317178 |
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author | Coker, Olabisi Oluwabukola Nakatsu, Geicho Dai, Rudin Zhenwei Wu, William Ka Kei Wong, Sunny Hei Ng, Siew Chien Chan, Francis Ka Leung Sung, Joseph Jao Yiu Yu, Jun |
author_facet | Coker, Olabisi Oluwabukola Nakatsu, Geicho Dai, Rudin Zhenwei Wu, William Ka Kei Wong, Sunny Hei Ng, Siew Chien Chan, Francis Ka Leung Sung, Joseph Jao Yiu Yu, Jun |
author_sort | Coker, Olabisi Oluwabukola |
collection | PubMed |
description | OBJECTIVES: Bacteriome and virome alterations are associated with colorectal cancer (CRC). Nevertheless, the gut fungal microbiota in CRC remains largely unexplored. We aimed to characterise enteric mycobiome in CRC. DESIGN: Faecal shotgun metagenomic sequences of 184 patients with CRC, 197 patients with adenoma and 204 control subjects from Hong Kong were analysed (discovery cohort: 73 patients with CRC and 92 control subjects; validation cohort: 111 patients with CRC, 197 patients with adenoma and 112 controls from Hong Kong). CRC-associated fungal markers and ecological changes were also validated in additional independent cohorts of 90 patients with CRC, 42 patients with adenoma and 66 control subjects of published repository sequences from Germany and France. Assignment of taxonomies was performed by exact k-mer alignment against an integrated microbial reference genome database. RESULTS: Principal component analysis revealed separate clusters for CRC and control (p<0.0001), with distinct mycobiomes in early-stage and late-stage CRC (p=0.0048). Basidiomycota:Ascomycota ratio was higher in CRC (p=0.0042), with increase in Malasseziomycetes (p<0.0001) and decrease in Saccharomycetes (p<0.0001) and Pneumocystidomycetes (p=0.0017). Abundances of 14 fungal biomarkers distinguished CRC from controls with an area under the receiver-operating characteristic curve (AUC) of 0.93 and validated AUCs of 0.82 and 0.74 in independent Chinese cohort V1 and European cohort V2, respectively. Further ecological analysis revealed higher numbers of co-occurring fungal intrakingdom and co-exclusive bacterial–fungal correlations in CRC (p<0.0001). Moreover, co-occurrence interactions between fungi and bacteria, mostly contributed by fungal Ascomycota and bacterial Proteobacteria in control, were reverted to co-exclusive interplay in CRC (p=0.00045). CONCLUSIONS: This study revealed CRC-associated mycobiome dysbiosis characterised by altered fungal composition and ecology, signifying that the gut mycobiome might play a role in CRC. |
format | Online Article Text |
id | pubmed-6580778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-65807782019-07-02 Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer Coker, Olabisi Oluwabukola Nakatsu, Geicho Dai, Rudin Zhenwei Wu, William Ka Kei Wong, Sunny Hei Ng, Siew Chien Chan, Francis Ka Leung Sung, Joseph Jao Yiu Yu, Jun Gut Gut Microbiota OBJECTIVES: Bacteriome and virome alterations are associated with colorectal cancer (CRC). Nevertheless, the gut fungal microbiota in CRC remains largely unexplored. We aimed to characterise enteric mycobiome in CRC. DESIGN: Faecal shotgun metagenomic sequences of 184 patients with CRC, 197 patients with adenoma and 204 control subjects from Hong Kong were analysed (discovery cohort: 73 patients with CRC and 92 control subjects; validation cohort: 111 patients with CRC, 197 patients with adenoma and 112 controls from Hong Kong). CRC-associated fungal markers and ecological changes were also validated in additional independent cohorts of 90 patients with CRC, 42 patients with adenoma and 66 control subjects of published repository sequences from Germany and France. Assignment of taxonomies was performed by exact k-mer alignment against an integrated microbial reference genome database. RESULTS: Principal component analysis revealed separate clusters for CRC and control (p<0.0001), with distinct mycobiomes in early-stage and late-stage CRC (p=0.0048). Basidiomycota:Ascomycota ratio was higher in CRC (p=0.0042), with increase in Malasseziomycetes (p<0.0001) and decrease in Saccharomycetes (p<0.0001) and Pneumocystidomycetes (p=0.0017). Abundances of 14 fungal biomarkers distinguished CRC from controls with an area under the receiver-operating characteristic curve (AUC) of 0.93 and validated AUCs of 0.82 and 0.74 in independent Chinese cohort V1 and European cohort V2, respectively. Further ecological analysis revealed higher numbers of co-occurring fungal intrakingdom and co-exclusive bacterial–fungal correlations in CRC (p<0.0001). Moreover, co-occurrence interactions between fungi and bacteria, mostly contributed by fungal Ascomycota and bacterial Proteobacteria in control, were reverted to co-exclusive interplay in CRC (p=0.00045). CONCLUSIONS: This study revealed CRC-associated mycobiome dysbiosis characterised by altered fungal composition and ecology, signifying that the gut mycobiome might play a role in CRC. BMJ Publishing Group 2019-04 2018-11-24 /pmc/articles/PMC6580778/ /pubmed/30472682 http://dx.doi.org/10.1136/gutjnl-2018-317178 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Gut Microbiota Coker, Olabisi Oluwabukola Nakatsu, Geicho Dai, Rudin Zhenwei Wu, William Ka Kei Wong, Sunny Hei Ng, Siew Chien Chan, Francis Ka Leung Sung, Joseph Jao Yiu Yu, Jun Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
title | Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
title_full | Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
title_fullStr | Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
title_full_unstemmed | Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
title_short | Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
title_sort | enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer |
topic | Gut Microbiota |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6580778/ https://www.ncbi.nlm.nih.gov/pubmed/30472682 http://dx.doi.org/10.1136/gutjnl-2018-317178 |
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