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Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults
Microbiota and the metabolites they produce within the large intestine interact with the host epithelia under the influence of a range of host-derived metabolic, immune, and homeostatic factors. This complex host–microbe interaction affects intestinal tumorigenesis, but established microbial or meta...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383435/ https://www.ncbi.nlm.nih.gov/pubmed/37512526 http://dx.doi.org/10.3390/metabo13070819 |
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author | Katsaounou, Kyriaki Yiannakou, Danae Nikolaou, Elpiniki Brown, Cameron Vogazianos, Paris Aristodimou, Aristos Chi, Jianxiang Costeas, Paul Agapiou, Agapios Frangou, Elisavet Tsiaoussis, George Potamitis, George Antoniades, Athos Shammas, Christos Apidianakis, Yiorgos |
author_facet | Katsaounou, Kyriaki Yiannakou, Danae Nikolaou, Elpiniki Brown, Cameron Vogazianos, Paris Aristodimou, Aristos Chi, Jianxiang Costeas, Paul Agapiou, Agapios Frangou, Elisavet Tsiaoussis, George Potamitis, George Antoniades, Athos Shammas, Christos Apidianakis, Yiorgos |
author_sort | Katsaounou, Kyriaki |
collection | PubMed |
description | Microbiota and the metabolites they produce within the large intestine interact with the host epithelia under the influence of a range of host-derived metabolic, immune, and homeostatic factors. This complex host–microbe interaction affects intestinal tumorigenesis, but established microbial or metabolite profiles predicting colorectal cancer (CRC) risk are missing. Here, we aimed to identify fecal bacteria, volatile organic compounds (VOC), and their associations that distinguish healthy (non-adenoma, NA) from CRC prone (high-risk adenoma, HRA) individuals. Analyzing fecal samples obtained from 117 participants ≥15 days past routine colonoscopy, we highlight the higher abundance of Proteobacteria and Parabacteroides distasonis, and the lower abundance of Lachnospiraceae species, Roseburia faecis, Blautia luti, Fusicatenibacter saccharivorans, Eubacterium rectale, and Phascolarctobacterium faecium in the samples of HRA individuals. Volatolomic analysis of samples from 28 participants revealed a higher concentration of five compounds in the feces of HRA individuals, isobutyric acid, methyl butyrate, methyl propionate, 2-hexanone, and 2-pentanone. We used binomial logistic regression modeling, revealing 68 and 96 fecal bacteria-VOC associations at the family and genus level, respectively, that distinguish NA from HRA endpoints. For example, isobutyric acid associations with Lachnospiraceae incertae sedis and Bacteroides genera exhibit positive and negative regression lines for NA and HRA endpoints, respectively. However, the same chemical associates with Coprococcus and Colinsella genera exhibit the reverse regression line trends. Thus, fecal microbiota and VOC profiles and their associations in NA versus HRA individuals indicate the significance of multiple levels of analysis towards the identification of testable CRC risk biomarkers. |
format | Online Article Text |
id | pubmed-10383435 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103834352023-07-30 Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults Katsaounou, Kyriaki Yiannakou, Danae Nikolaou, Elpiniki Brown, Cameron Vogazianos, Paris Aristodimou, Aristos Chi, Jianxiang Costeas, Paul Agapiou, Agapios Frangou, Elisavet Tsiaoussis, George Potamitis, George Antoniades, Athos Shammas, Christos Apidianakis, Yiorgos Metabolites Article Microbiota and the metabolites they produce within the large intestine interact with the host epithelia under the influence of a range of host-derived metabolic, immune, and homeostatic factors. This complex host–microbe interaction affects intestinal tumorigenesis, but established microbial or metabolite profiles predicting colorectal cancer (CRC) risk are missing. Here, we aimed to identify fecal bacteria, volatile organic compounds (VOC), and their associations that distinguish healthy (non-adenoma, NA) from CRC prone (high-risk adenoma, HRA) individuals. Analyzing fecal samples obtained from 117 participants ≥15 days past routine colonoscopy, we highlight the higher abundance of Proteobacteria and Parabacteroides distasonis, and the lower abundance of Lachnospiraceae species, Roseburia faecis, Blautia luti, Fusicatenibacter saccharivorans, Eubacterium rectale, and Phascolarctobacterium faecium in the samples of HRA individuals. Volatolomic analysis of samples from 28 participants revealed a higher concentration of five compounds in the feces of HRA individuals, isobutyric acid, methyl butyrate, methyl propionate, 2-hexanone, and 2-pentanone. We used binomial logistic regression modeling, revealing 68 and 96 fecal bacteria-VOC associations at the family and genus level, respectively, that distinguish NA from HRA endpoints. For example, isobutyric acid associations with Lachnospiraceae incertae sedis and Bacteroides genera exhibit positive and negative regression lines for NA and HRA endpoints, respectively. However, the same chemical associates with Coprococcus and Colinsella genera exhibit the reverse regression line trends. Thus, fecal microbiota and VOC profiles and their associations in NA versus HRA individuals indicate the significance of multiple levels of analysis towards the identification of testable CRC risk biomarkers. MDPI 2023-07-04 /pmc/articles/PMC10383435/ /pubmed/37512526 http://dx.doi.org/10.3390/metabo13070819 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Katsaounou, Kyriaki Yiannakou, Danae Nikolaou, Elpiniki Brown, Cameron Vogazianos, Paris Aristodimou, Aristos Chi, Jianxiang Costeas, Paul Agapiou, Agapios Frangou, Elisavet Tsiaoussis, George Potamitis, George Antoniades, Athos Shammas, Christos Apidianakis, Yiorgos Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults |
title | Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults |
title_full | Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults |
title_fullStr | Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults |
title_full_unstemmed | Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults |
title_short | Fecal Microbiota and Associated Volatile Organic Compounds Distinguishing No-Adenoma from High-Risk Colon Adenoma Adults |
title_sort | fecal microbiota and associated volatile organic compounds distinguishing no-adenoma from high-risk colon adenoma adults |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383435/ https://www.ncbi.nlm.nih.gov/pubmed/37512526 http://dx.doi.org/10.3390/metabo13070819 |
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