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Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling
BACKGROUND: With over 350,000 estimated deaths worldwide in 2018, prostate cancer (PCa) continues to be a major health concern and a significant cause of cancer-associated mortality among men. While cancer in general is considered a disease of the human genome, there is a growing body of evidence su...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787950/ https://www.ncbi.nlm.nih.gov/pubmed/35078527 http://dx.doi.org/10.1186/s13073-022-01011-3 |
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author | Salachan, Paul Vinu Rasmussen, Martin Fredsøe, Jacob Ulhøi, Benedicte Borre, Michael Sørensen, Karina Dalsgaard |
author_facet | Salachan, Paul Vinu Rasmussen, Martin Fredsøe, Jacob Ulhøi, Benedicte Borre, Michael Sørensen, Karina Dalsgaard |
author_sort | Salachan, Paul Vinu |
collection | PubMed |
description | BACKGROUND: With over 350,000 estimated deaths worldwide in 2018, prostate cancer (PCa) continues to be a major health concern and a significant cause of cancer-associated mortality among men. While cancer in general is considered a disease of the human genome, there is a growing body of evidence suggesting that changes to the healthy microbiota could play a vital role in cancer development, progression, and/or treatment outcome. METHODS: Using a metatranscriptomic approach, we annotated the microbial reads obtained from total RNA sequencing of 106 prostate tissue samples from 94 PCa patients (discovery cohort). We investigated microbial dysbiosis associated with PCa by systematically comparing the microbiomes between benign and malignant tissue samples, between less vs. more-aggressive PCa, and between patients who had biochemical recurrence as opposed to those who did not. We further performed differential gene expression and cell type enrichment analysis to explore the host transcriptomic and cellular responses to selected microbial genera. A public dataset (GSE115414) of total RNA sequencing reads from 24 prostate tissue samples (8 benign and 16 malignant) served as the validation cohort. RESULTS: We observed decreased species diversity and significant under-representation of Staphylococcus saprophyticus and Vibrio parahaemolyticus, as well as significant over-abundance of Shewanella in malignant as compared to benign prostate tissue samples in both the discovery (p < 0.01) and validation (p < 0.05) cohorts. In addition, we identified Microbacterium species (p < 0.01) to be significantly over-abundant in pathologically advanced T3 tumors compared to T2 in the discovery cohort. Malignant samples having high vs. low Shewanella counts were associated with downregulated Toll-like receptor signaling pathways and decreased enrichment of dendritic cells. Malignant samples having low vs. high V. parahaemolyticus counts were enriched for olfactory transduction and drug metabolism pathways. Finally, malignant samples were enriched for M1 and M2 macrophages as compared to benign tissue samples. CONCLUSIONS: The results from this exploratory study support the existence of an important biological link between the prostate microbiota and PCa development/progression. Our results highlight Shewanella, V. parahaemolyticus, and Microbacterium sp. as interesting candidates for further investigation of their association with PCa. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-022-01011-3. |
format | Online Article Text |
id | pubmed-8787950 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87879502022-02-03 Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling Salachan, Paul Vinu Rasmussen, Martin Fredsøe, Jacob Ulhøi, Benedicte Borre, Michael Sørensen, Karina Dalsgaard Genome Med Research BACKGROUND: With over 350,000 estimated deaths worldwide in 2018, prostate cancer (PCa) continues to be a major health concern and a significant cause of cancer-associated mortality among men. While cancer in general is considered a disease of the human genome, there is a growing body of evidence suggesting that changes to the healthy microbiota could play a vital role in cancer development, progression, and/or treatment outcome. METHODS: Using a metatranscriptomic approach, we annotated the microbial reads obtained from total RNA sequencing of 106 prostate tissue samples from 94 PCa patients (discovery cohort). We investigated microbial dysbiosis associated with PCa by systematically comparing the microbiomes between benign and malignant tissue samples, between less vs. more-aggressive PCa, and between patients who had biochemical recurrence as opposed to those who did not. We further performed differential gene expression and cell type enrichment analysis to explore the host transcriptomic and cellular responses to selected microbial genera. A public dataset (GSE115414) of total RNA sequencing reads from 24 prostate tissue samples (8 benign and 16 malignant) served as the validation cohort. RESULTS: We observed decreased species diversity and significant under-representation of Staphylococcus saprophyticus and Vibrio parahaemolyticus, as well as significant over-abundance of Shewanella in malignant as compared to benign prostate tissue samples in both the discovery (p < 0.01) and validation (p < 0.05) cohorts. In addition, we identified Microbacterium species (p < 0.01) to be significantly over-abundant in pathologically advanced T3 tumors compared to T2 in the discovery cohort. Malignant samples having high vs. low Shewanella counts were associated with downregulated Toll-like receptor signaling pathways and decreased enrichment of dendritic cells. Malignant samples having low vs. high V. parahaemolyticus counts were enriched for olfactory transduction and drug metabolism pathways. Finally, malignant samples were enriched for M1 and M2 macrophages as compared to benign tissue samples. CONCLUSIONS: The results from this exploratory study support the existence of an important biological link between the prostate microbiota and PCa development/progression. Our results highlight Shewanella, V. parahaemolyticus, and Microbacterium sp. as interesting candidates for further investigation of their association with PCa. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-022-01011-3. BioMed Central 2022-01-25 /pmc/articles/PMC8787950/ /pubmed/35078527 http://dx.doi.org/10.1186/s13073-022-01011-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Salachan, Paul Vinu Rasmussen, Martin Fredsøe, Jacob Ulhøi, Benedicte Borre, Michael Sørensen, Karina Dalsgaard Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
title | Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
title_full | Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
title_fullStr | Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
title_full_unstemmed | Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
title_short | Microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
title_sort | microbiota of the prostate tumor environment investigated by whole-transcriptome profiling |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8787950/ https://www.ncbi.nlm.nih.gov/pubmed/35078527 http://dx.doi.org/10.1186/s13073-022-01011-3 |
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