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Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma
Despite the recent breakthroughs in targeted and immunotherapy for melanoma, the overall survival rate remains low. In recent years, considerable attention has been paid to the gut microbiota and other modifiable patient factors (e.g., diet and body composition), though their role in influencing the...
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/PMC10380337/ https://www.ncbi.nlm.nih.gov/pubmed/37511376 http://dx.doi.org/10.3390/ijms241411611 |
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author | Vandoni, Giulia D’Amico, Federica Fabbrini, Marco Mariani, Luigi Sieri, Sabina Casirati, Amanda Di Guardo, Lorenza Del Vecchio, Michele Anichini, Andrea Mortarini, Roberta Sgambelluri, Francesco Celano, Giuseppe Serale, Nadia De Angelis, Maria Brigidi, Patrizia Gavazzi, Cecilia Turroni, Silvia |
author_facet | Vandoni, Giulia D’Amico, Federica Fabbrini, Marco Mariani, Luigi Sieri, Sabina Casirati, Amanda Di Guardo, Lorenza Del Vecchio, Michele Anichini, Andrea Mortarini, Roberta Sgambelluri, Francesco Celano, Giuseppe Serale, Nadia De Angelis, Maria Brigidi, Patrizia Gavazzi, Cecilia Turroni, Silvia |
author_sort | Vandoni, Giulia |
collection | PubMed |
description | Despite the recent breakthroughs in targeted and immunotherapy for melanoma, the overall survival rate remains low. In recent years, considerable attention has been paid to the gut microbiota and other modifiable patient factors (e.g., diet and body composition), though their role in influencing therapeutic responses has yet to be defined. Here, we characterized a cohort of 31 patients with unresectable IIIC-IV-stage cutaneous melanoma prior to initiation of targeted or first-line immunotherapy via the following methods: (i) fecal microbiome and metabolome via 16S rRNA amplicon sequencing and gas chromatography/mass spectrometry, respectively, and (ii) anthropometry, body composition, nutritional status, physical activity, biochemical parameters, and immunoprofiling. According to our data, patients subsequently classified as responders were obese (i.e., with high body mass index and high levels of total, visceral, subcutaneous, and intramuscular adipose tissue), non-sarcopenic, and enriched in certain fecal taxa (e.g., Phascolarctobacterium) and metabolites (e.g., anethole), which were potentially endowed with immunostimulatory and oncoprotective activities. On the other hand, non-response was associated with increased proportions of Streptococcus, Actinomyces, Veillonella, Dorea, Fusobacterium, higher neutrophil levels (and a higher neutrophil-to-lymphocyte ratio), and higher fecal levels of butyric acid and its esters, which also correlated with decreased survival. This exploratory study provides an integrated list of potential early prognostic biomarkers that could improve the clinical management of patients with advanced melanoma, in particular by guiding the design of adjuvant therapeutic strategies to improve treatment response and support long-term health improvement. |
format | Online Article Text |
id | pubmed-10380337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103803372023-07-29 Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma Vandoni, Giulia D’Amico, Federica Fabbrini, Marco Mariani, Luigi Sieri, Sabina Casirati, Amanda Di Guardo, Lorenza Del Vecchio, Michele Anichini, Andrea Mortarini, Roberta Sgambelluri, Francesco Celano, Giuseppe Serale, Nadia De Angelis, Maria Brigidi, Patrizia Gavazzi, Cecilia Turroni, Silvia Int J Mol Sci Article Despite the recent breakthroughs in targeted and immunotherapy for melanoma, the overall survival rate remains low. In recent years, considerable attention has been paid to the gut microbiota and other modifiable patient factors (e.g., diet and body composition), though their role in influencing therapeutic responses has yet to be defined. Here, we characterized a cohort of 31 patients with unresectable IIIC-IV-stage cutaneous melanoma prior to initiation of targeted or first-line immunotherapy via the following methods: (i) fecal microbiome and metabolome via 16S rRNA amplicon sequencing and gas chromatography/mass spectrometry, respectively, and (ii) anthropometry, body composition, nutritional status, physical activity, biochemical parameters, and immunoprofiling. According to our data, patients subsequently classified as responders were obese (i.e., with high body mass index and high levels of total, visceral, subcutaneous, and intramuscular adipose tissue), non-sarcopenic, and enriched in certain fecal taxa (e.g., Phascolarctobacterium) and metabolites (e.g., anethole), which were potentially endowed with immunostimulatory and oncoprotective activities. On the other hand, non-response was associated with increased proportions of Streptococcus, Actinomyces, Veillonella, Dorea, Fusobacterium, higher neutrophil levels (and a higher neutrophil-to-lymphocyte ratio), and higher fecal levels of butyric acid and its esters, which also correlated with decreased survival. This exploratory study provides an integrated list of potential early prognostic biomarkers that could improve the clinical management of patients with advanced melanoma, in particular by guiding the design of adjuvant therapeutic strategies to improve treatment response and support long-term health improvement. MDPI 2023-07-18 /pmc/articles/PMC10380337/ /pubmed/37511376 http://dx.doi.org/10.3390/ijms241411611 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 Vandoni, Giulia D’Amico, Federica Fabbrini, Marco Mariani, Luigi Sieri, Sabina Casirati, Amanda Di Guardo, Lorenza Del Vecchio, Michele Anichini, Andrea Mortarini, Roberta Sgambelluri, Francesco Celano, Giuseppe Serale, Nadia De Angelis, Maria Brigidi, Patrizia Gavazzi, Cecilia Turroni, Silvia Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma |
title | Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma |
title_full | Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma |
title_fullStr | Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma |
title_full_unstemmed | Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma |
title_short | Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma |
title_sort | gut microbiota, metabolome, and body composition signatures of response to therapy in patients with advanced melanoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10380337/ https://www.ncbi.nlm.nih.gov/pubmed/37511376 http://dx.doi.org/10.3390/ijms241411611 |
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