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The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries
BACKGROUND: The incidence of colorectal cancer (CRC) is increasing in developing countries, yet limited research on the CRC- associated microbiota has been conducted in these areas, in part due to scarce resources, facilities, and the difficulty of fresh or frozen stool storage/transport. Here, we a...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7887780/ https://www.ncbi.nlm.nih.gov/pubmed/33593386 http://dx.doi.org/10.1186/s13073-021-00844-8 |
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author | Young, Caroline Wood, Henry M. Seshadri, Ramakrishnan Ayloor Van Nang, Pham Vaccaro, Carlos Melendez, Luis Contreras Bose, Mayilvahanan Van Doi, Mai Piñero, Tamara Alejandra Valladares, Camilo Tapia Arguero, Julieta Balaguer, Alba Fuentes Thompson, Kelsey N. Yan, Yan Huttenhower, Curtis Quirke, Philip |
author_facet | Young, Caroline Wood, Henry M. Seshadri, Ramakrishnan Ayloor Van Nang, Pham Vaccaro, Carlos Melendez, Luis Contreras Bose, Mayilvahanan Van Doi, Mai Piñero, Tamara Alejandra Valladares, Camilo Tapia Arguero, Julieta Balaguer, Alba Fuentes Thompson, Kelsey N. Yan, Yan Huttenhower, Curtis Quirke, Philip |
author_sort | Young, Caroline |
collection | PubMed |
description | BACKGROUND: The incidence of colorectal cancer (CRC) is increasing in developing countries, yet limited research on the CRC- associated microbiota has been conducted in these areas, in part due to scarce resources, facilities, and the difficulty of fresh or frozen stool storage/transport. Here, we aimed (1) to establish a broad representation of diverse developing countries (Argentina, Chile, India, and Vietnam); (2) to validate a ‘resource-light’ sample-collection protocol translatable in these settings using guaiac faecal occult blood test (gFOBT) cards stored and, importantly, shipped internationally at room temperature; (3) to perform initial profiling of the collective CRC-associated microbiome of these developing countries; and (4) to compare this quantitatively with established CRC biomarkers from developed countries. METHODS: We assessed the effect of international storage and transport at room temperature by replicating gFOBT from five UK volunteers, storing two in the UK, and sending replicates to institutes in the four countries. Next, to determine the effect of prolonged UK storage, DNA extraction replicates for a subset of samples were performed up to 252 days apart. To profile the CRC-associated microbiome of developing countries, gFOBT were collected from 41 treatment-naïve CRC patients and 40 non-CRC controls from across the four institutes, and V4 16S rRNA gene sequencing was performed. Finally, we constructed a random forest (RF) model that was trained and tested against existing datasets from developed countries. RESULTS: The microbiome was stably assayed when samples were stored/transported at room temperature and after prolonged UK storage. Large-scale microbiome structure was separated by country and continent, with a smaller effect from CRC. Importantly, the RF model performed similarly to models trained using external datasets and identified similar taxa of importance (Parvimonas, Peptostreptococcus, Fusobacterium, Alistipes, and Escherichia). CONCLUSIONS: This study demonstrates that gFOBT, stored and transported at room temperature, represents a suitable method of faecal sample collection for amplicon-based microbiome biomarkers in developing countries and suggests a CRC-faecal microbiome association that is consistent between developed and developing countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00844-8. |
format | Online Article Text |
id | pubmed-7887780 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-78877802021-02-22 The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries Young, Caroline Wood, Henry M. Seshadri, Ramakrishnan Ayloor Van Nang, Pham Vaccaro, Carlos Melendez, Luis Contreras Bose, Mayilvahanan Van Doi, Mai Piñero, Tamara Alejandra Valladares, Camilo Tapia Arguero, Julieta Balaguer, Alba Fuentes Thompson, Kelsey N. Yan, Yan Huttenhower, Curtis Quirke, Philip Genome Med Research BACKGROUND: The incidence of colorectal cancer (CRC) is increasing in developing countries, yet limited research on the CRC- associated microbiota has been conducted in these areas, in part due to scarce resources, facilities, and the difficulty of fresh or frozen stool storage/transport. Here, we aimed (1) to establish a broad representation of diverse developing countries (Argentina, Chile, India, and Vietnam); (2) to validate a ‘resource-light’ sample-collection protocol translatable in these settings using guaiac faecal occult blood test (gFOBT) cards stored and, importantly, shipped internationally at room temperature; (3) to perform initial profiling of the collective CRC-associated microbiome of these developing countries; and (4) to compare this quantitatively with established CRC biomarkers from developed countries. METHODS: We assessed the effect of international storage and transport at room temperature by replicating gFOBT from five UK volunteers, storing two in the UK, and sending replicates to institutes in the four countries. Next, to determine the effect of prolonged UK storage, DNA extraction replicates for a subset of samples were performed up to 252 days apart. To profile the CRC-associated microbiome of developing countries, gFOBT were collected from 41 treatment-naïve CRC patients and 40 non-CRC controls from across the four institutes, and V4 16S rRNA gene sequencing was performed. Finally, we constructed a random forest (RF) model that was trained and tested against existing datasets from developed countries. RESULTS: The microbiome was stably assayed when samples were stored/transported at room temperature and after prolonged UK storage. Large-scale microbiome structure was separated by country and continent, with a smaller effect from CRC. Importantly, the RF model performed similarly to models trained using external datasets and identified similar taxa of importance (Parvimonas, Peptostreptococcus, Fusobacterium, Alistipes, and Escherichia). CONCLUSIONS: This study demonstrates that gFOBT, stored and transported at room temperature, represents a suitable method of faecal sample collection for amplicon-based microbiome biomarkers in developing countries and suggests a CRC-faecal microbiome association that is consistent between developed and developing countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00844-8. BioMed Central 2021-02-16 /pmc/articles/PMC7887780/ /pubmed/33593386 http://dx.doi.org/10.1186/s13073-021-00844-8 Text en © The Author(s) 2021 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 Young, Caroline Wood, Henry M. Seshadri, Ramakrishnan Ayloor Van Nang, Pham Vaccaro, Carlos Melendez, Luis Contreras Bose, Mayilvahanan Van Doi, Mai Piñero, Tamara Alejandra Valladares, Camilo Tapia Arguero, Julieta Balaguer, Alba Fuentes Thompson, Kelsey N. Yan, Yan Huttenhower, Curtis Quirke, Philip The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
title | The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
title_full | The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
title_fullStr | The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
title_full_unstemmed | The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
title_short | The colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
title_sort | colorectal cancer-associated faecal microbiome of developing countries resembles that of developed countries |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7887780/ https://www.ncbi.nlm.nih.gov/pubmed/33593386 http://dx.doi.org/10.1186/s13073-021-00844-8 |
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