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Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer
The clinical and pathological responses to multimodal neoadjuvant therapy in locally advanced rectal cancers (LARCs) remain unpredictable, and robust biomarkers are still lacking. Recent studies have shown that tumors present somatic molecular alterations related to better treatment response, and it...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982181/ https://www.ncbi.nlm.nih.gov/pubmed/35392220 http://dx.doi.org/10.3389/fonc.2022.809441 |
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author | Takenaka, Isabella Kuniko T. M. Bartelli, Thais F. Defelicibus, Alexandre Sendoya, Juan M. Golubicki, Mariano Robbio, Juan Serpa, Marianna S. Branco, Gabriela P. Santos, Luana B. C. Claro, Laura C. L. dos Santos, Gabriel Oliveira Kupper, Bruna E. C. da Silva, Israel T. Llera, Andrea S. de Mello, Celso A. L. Riechelmann, Rachel P. Dias-Neto, Emmanuel Iseas, Soledad Aguiar, Samuel Nunes, Diana Noronha |
author_facet | Takenaka, Isabella Kuniko T. M. Bartelli, Thais F. Defelicibus, Alexandre Sendoya, Juan M. Golubicki, Mariano Robbio, Juan Serpa, Marianna S. Branco, Gabriela P. Santos, Luana B. C. Claro, Laura C. L. dos Santos, Gabriel Oliveira Kupper, Bruna E. C. da Silva, Israel T. Llera, Andrea S. de Mello, Celso A. L. Riechelmann, Rachel P. Dias-Neto, Emmanuel Iseas, Soledad Aguiar, Samuel Nunes, Diana Noronha |
author_sort | Takenaka, Isabella Kuniko T. M. |
collection | PubMed |
description | The clinical and pathological responses to multimodal neoadjuvant therapy in locally advanced rectal cancers (LARCs) remain unpredictable, and robust biomarkers are still lacking. Recent studies have shown that tumors present somatic molecular alterations related to better treatment response, and it is also clear that tumor-associated bacteria are modulators of chemotherapy and immunotherapy efficacy, therefore having implications for long-term survivorship and a good potential as the biomarkers of outcome. Here, we performed whole exome sequencing and 16S ribosomal RNA (rRNA) amplicon sequencing from 44 pre-treatment LARC biopsies from Argentinian and Brazilian patients, treated with neoadjuvant chemoradiotherapy or total neoadjuvant treatment, searching for predictive biomarkers of response (responders, n = 17; non-responders, n = 27). In general, the somatic landscape of LARC was not capable to predict a response; however, a significant enrichment in mutational signature SBS5 was observed in non-responders (p = 0.0021), as well as the co-occurrence of APC and FAT4 mutations (p < 0.05). Microbiota studies revealed a similar alpha and beta diversity of bacteria between response groups. Yet, the linear discriminant analysis (LDA) of effect size indicated an enrichment of Hungatella, Flavonifractor, and Methanosphaera (LDA score ≥3) in the pre-treatment biopsies of responders, while non-responders had a higher abundance of Enhydrobacter, Paraprevotella (LDA score ≥3) and Finegoldia (LDA score ≥4). Altogether, the evaluation of these biomarkers in pre-treatment biopsies could eventually predict a neoadjuvant treatment response, while in post-treatment samples, it could help in guiding non-operative treatment strategies. |
format | Online Article Text |
id | pubmed-8982181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89821812022-04-06 Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer Takenaka, Isabella Kuniko T. M. Bartelli, Thais F. Defelicibus, Alexandre Sendoya, Juan M. Golubicki, Mariano Robbio, Juan Serpa, Marianna S. Branco, Gabriela P. Santos, Luana B. C. Claro, Laura C. L. dos Santos, Gabriel Oliveira Kupper, Bruna E. C. da Silva, Israel T. Llera, Andrea S. de Mello, Celso A. L. Riechelmann, Rachel P. Dias-Neto, Emmanuel Iseas, Soledad Aguiar, Samuel Nunes, Diana Noronha Front Oncol Oncology The clinical and pathological responses to multimodal neoadjuvant therapy in locally advanced rectal cancers (LARCs) remain unpredictable, and robust biomarkers are still lacking. Recent studies have shown that tumors present somatic molecular alterations related to better treatment response, and it is also clear that tumor-associated bacteria are modulators of chemotherapy and immunotherapy efficacy, therefore having implications for long-term survivorship and a good potential as the biomarkers of outcome. Here, we performed whole exome sequencing and 16S ribosomal RNA (rRNA) amplicon sequencing from 44 pre-treatment LARC biopsies from Argentinian and Brazilian patients, treated with neoadjuvant chemoradiotherapy or total neoadjuvant treatment, searching for predictive biomarkers of response (responders, n = 17; non-responders, n = 27). In general, the somatic landscape of LARC was not capable to predict a response; however, a significant enrichment in mutational signature SBS5 was observed in non-responders (p = 0.0021), as well as the co-occurrence of APC and FAT4 mutations (p < 0.05). Microbiota studies revealed a similar alpha and beta diversity of bacteria between response groups. Yet, the linear discriminant analysis (LDA) of effect size indicated an enrichment of Hungatella, Flavonifractor, and Methanosphaera (LDA score ≥3) in the pre-treatment biopsies of responders, while non-responders had a higher abundance of Enhydrobacter, Paraprevotella (LDA score ≥3) and Finegoldia (LDA score ≥4). Altogether, the evaluation of these biomarkers in pre-treatment biopsies could eventually predict a neoadjuvant treatment response, while in post-treatment samples, it could help in guiding non-operative treatment strategies. Frontiers Media S.A. 2022-03-22 /pmc/articles/PMC8982181/ /pubmed/35392220 http://dx.doi.org/10.3389/fonc.2022.809441 Text en Copyright © 2022 Takenaka, Bartelli, Defelicibus, Sendoya, Golubicki, Robbio, Serpa, Branco, Santos, Claro, dos Santos, Kupper, da Silva, Llera, de Mello, Riechelmann, Dias-Neto, Iseas, Aguiar and Nunes https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Takenaka, Isabella Kuniko T. M. Bartelli, Thais F. Defelicibus, Alexandre Sendoya, Juan M. Golubicki, Mariano Robbio, Juan Serpa, Marianna S. Branco, Gabriela P. Santos, Luana B. C. Claro, Laura C. L. dos Santos, Gabriel Oliveira Kupper, Bruna E. C. da Silva, Israel T. Llera, Andrea S. de Mello, Celso A. L. Riechelmann, Rachel P. Dias-Neto, Emmanuel Iseas, Soledad Aguiar, Samuel Nunes, Diana Noronha Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer |
title | Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer |
title_full | Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer |
title_fullStr | Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer |
title_full_unstemmed | Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer |
title_short | Exome and Tissue-Associated Microbiota as Predictive Markers of Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer |
title_sort | exome and tissue-associated microbiota as predictive markers of response to neoadjuvant treatment in locally advanced rectal cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982181/ https://www.ncbi.nlm.nih.gov/pubmed/35392220 http://dx.doi.org/10.3389/fonc.2022.809441 |
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