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Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer
The human microbiome has been proposed as a potentially useful biomarker for several cancers. To examine this, we made use of salivary samples from the Atlantic Partnership for Tomorrow’s Health (PATH) project and Alberta’s Tomorrow Project (ATP). Sample selection was divided into both a retrospecti...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151362/ https://www.ncbi.nlm.nih.gov/pubmed/37127667 http://dx.doi.org/10.1038/s41522-023-00391-7 |
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author | Nearing, Jacob T. DeClercq, Vanessa Langille, Morgan G. I. |
author_facet | Nearing, Jacob T. DeClercq, Vanessa Langille, Morgan G. I. |
author_sort | Nearing, Jacob T. |
collection | PubMed |
description | The human microbiome has been proposed as a potentially useful biomarker for several cancers. To examine this, we made use of salivary samples from the Atlantic Partnership for Tomorrow’s Health (PATH) project and Alberta’s Tomorrow Project (ATP). Sample selection was divided into both a retrospective and prospective case control design examining prostate, breast, and colon cancer. In total 89 retrospective and 260 prospective cancer cases were matched to non-cancer controls and saliva samples were sequenced using 16S rRNA gene sequencing. We found no significant differences in alpha diversity. All beta diversity measures were insignificant except for unweighted UniFrac profiles in retrospective breast cancer cases and weighted UniFrac, Bray-Curtis and Robust Atchinson’s distances in colon cancer after testing with age and sex adjusted MiRKAT models. Differential abundance (DA) analysis showed several taxa that were associated with previous cancer in all three groupings. Only one genus (Clostridia UCG-014) in breast cancer and one ASV (Fusobacterium periodonticum) in colon cancer was identified by more than one DA tool. In prospective cases three ASVs were associated with colon cancer, one ASV with breast cancer, and one ASV with prostate cancer. Random Forest classification showed low levels of signal in both study designs in breast and prostate cancer. Contrastingly, colon cancer did show signal in our retrospective analysis (AUC: 0.737) and in one of two prospective cohorts (AUC: 0.717). Our results indicate that it is unlikely that reliable microbial oral biomarkers for breast and prostate cancer exist.. However, further research into the oral microbiome and colon cancer could be fruitful. |
format | Online Article Text |
id | pubmed-10151362 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101513622023-05-03 Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer Nearing, Jacob T. DeClercq, Vanessa Langille, Morgan G. I. NPJ Biofilms Microbiomes Article The human microbiome has been proposed as a potentially useful biomarker for several cancers. To examine this, we made use of salivary samples from the Atlantic Partnership for Tomorrow’s Health (PATH) project and Alberta’s Tomorrow Project (ATP). Sample selection was divided into both a retrospective and prospective case control design examining prostate, breast, and colon cancer. In total 89 retrospective and 260 prospective cancer cases were matched to non-cancer controls and saliva samples were sequenced using 16S rRNA gene sequencing. We found no significant differences in alpha diversity. All beta diversity measures were insignificant except for unweighted UniFrac profiles in retrospective breast cancer cases and weighted UniFrac, Bray-Curtis and Robust Atchinson’s distances in colon cancer after testing with age and sex adjusted MiRKAT models. Differential abundance (DA) analysis showed several taxa that were associated with previous cancer in all three groupings. Only one genus (Clostridia UCG-014) in breast cancer and one ASV (Fusobacterium periodonticum) in colon cancer was identified by more than one DA tool. In prospective cases three ASVs were associated with colon cancer, one ASV with breast cancer, and one ASV with prostate cancer. Random Forest classification showed low levels of signal in both study designs in breast and prostate cancer. Contrastingly, colon cancer did show signal in our retrospective analysis (AUC: 0.737) and in one of two prospective cohorts (AUC: 0.717). Our results indicate that it is unlikely that reliable microbial oral biomarkers for breast and prostate cancer exist.. However, further research into the oral microbiome and colon cancer could be fruitful. Nature Publishing Group UK 2023-05-01 /pmc/articles/PMC10151362/ /pubmed/37127667 http://dx.doi.org/10.1038/s41522-023-00391-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Nearing, Jacob T. DeClercq, Vanessa Langille, Morgan G. I. Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
title | Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
title_full | Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
title_fullStr | Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
title_full_unstemmed | Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
title_short | Investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
title_sort | investigating the oral microbiome in retrospective and prospective cases of prostate, colon, and breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151362/ https://www.ncbi.nlm.nih.gov/pubmed/37127667 http://dx.doi.org/10.1038/s41522-023-00391-7 |
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