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Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals

For their stability and detectability faecal microRNAs represent promising molecules with potential clinical interest as non-invasive diagnostic and prognostic biomarkers. However, there is no evidence on how stool miRNA profiles change according to an individual’s age, sex, and body mass index (BMI...

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Autores principales: Francavilla, Antonio, Gagliardi, Amedeo, Piaggeschi, Giulia, Tarallo, Sonia, Cordero, Francesca, Pensa, Ruggero G., Impeduglia, Alessia, Caviglia, Gian Paolo, Ribaldone, Davide Giuseppe, Gallo, Gaetano, Grioni, Sara, Ferrero, Giulio, Pardini, Barbara, Naccarati, Alessio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526833/
https://www.ncbi.nlm.nih.gov/pubmed/34667192
http://dx.doi.org/10.1038/s41598-021-00014-1
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author Francavilla, Antonio
Gagliardi, Amedeo
Piaggeschi, Giulia
Tarallo, Sonia
Cordero, Francesca
Pensa, Ruggero G.
Impeduglia, Alessia
Caviglia, Gian Paolo
Ribaldone, Davide Giuseppe
Gallo, Gaetano
Grioni, Sara
Ferrero, Giulio
Pardini, Barbara
Naccarati, Alessio
author_facet Francavilla, Antonio
Gagliardi, Amedeo
Piaggeschi, Giulia
Tarallo, Sonia
Cordero, Francesca
Pensa, Ruggero G.
Impeduglia, Alessia
Caviglia, Gian Paolo
Ribaldone, Davide Giuseppe
Gallo, Gaetano
Grioni, Sara
Ferrero, Giulio
Pardini, Barbara
Naccarati, Alessio
author_sort Francavilla, Antonio
collection PubMed
description For their stability and detectability faecal microRNAs represent promising molecules with potential clinical interest as non-invasive diagnostic and prognostic biomarkers. However, there is no evidence on how stool miRNA profiles change according to an individual’s age, sex, and body mass index (BMI) or how lifestyle habits influence the expression levels of these molecules. We explored the relationship between the stool miRNA levels and common traits (sex, age, BMI, and menopausal status) or lifestyle habits (physical activity, smoking status, coffee, and alcohol consumption) as derived by a self-reported questionnaire, using small RNA-sequencing data of samples from 335 healthy subjects. We detected 151 differentially expressed miRNAs associated with one variable and 52 associated with at least two. Differences in miR-638 levels were associated with age, sex, BMI, and smoking status. The highest number of differentially expressed miRNAs was associated with BMI (n = 92) and smoking status (n = 84), with several miRNAs shared between them. Functional enrichment analyses revealed the involvement of the miRNA target genes in pathways coherent with the analysed variables. Our findings suggest that miRNA profiles in stool may reflect common traits and lifestyle habits and should be considered in relation to disease and association studies based on faecal miRNA expression.
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spelling pubmed-85268332021-10-22 Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals Francavilla, Antonio Gagliardi, Amedeo Piaggeschi, Giulia Tarallo, Sonia Cordero, Francesca Pensa, Ruggero G. Impeduglia, Alessia Caviglia, Gian Paolo Ribaldone, Davide Giuseppe Gallo, Gaetano Grioni, Sara Ferrero, Giulio Pardini, Barbara Naccarati, Alessio Sci Rep Article For their stability and detectability faecal microRNAs represent promising molecules with potential clinical interest as non-invasive diagnostic and prognostic biomarkers. However, there is no evidence on how stool miRNA profiles change according to an individual’s age, sex, and body mass index (BMI) or how lifestyle habits influence the expression levels of these molecules. We explored the relationship between the stool miRNA levels and common traits (sex, age, BMI, and menopausal status) or lifestyle habits (physical activity, smoking status, coffee, and alcohol consumption) as derived by a self-reported questionnaire, using small RNA-sequencing data of samples from 335 healthy subjects. We detected 151 differentially expressed miRNAs associated with one variable and 52 associated with at least two. Differences in miR-638 levels were associated with age, sex, BMI, and smoking status. The highest number of differentially expressed miRNAs was associated with BMI (n = 92) and smoking status (n = 84), with several miRNAs shared between them. Functional enrichment analyses revealed the involvement of the miRNA target genes in pathways coherent with the analysed variables. Our findings suggest that miRNA profiles in stool may reflect common traits and lifestyle habits and should be considered in relation to disease and association studies based on faecal miRNA expression. Nature Publishing Group UK 2021-10-19 /pmc/articles/PMC8526833/ /pubmed/34667192 http://dx.doi.org/10.1038/s41598-021-00014-1 Text en © The Author(s) 2021 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 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/) .
spellingShingle Article
Francavilla, Antonio
Gagliardi, Amedeo
Piaggeschi, Giulia
Tarallo, Sonia
Cordero, Francesca
Pensa, Ruggero G.
Impeduglia, Alessia
Caviglia, Gian Paolo
Ribaldone, Davide Giuseppe
Gallo, Gaetano
Grioni, Sara
Ferrero, Giulio
Pardini, Barbara
Naccarati, Alessio
Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
title Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
title_full Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
title_fullStr Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
title_full_unstemmed Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
title_short Faecal miRNA profiles associated with age, sex, BMI, and lifestyle habits in healthy individuals
title_sort faecal mirna profiles associated with age, sex, bmi, and lifestyle habits in healthy individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526833/
https://www.ncbi.nlm.nih.gov/pubmed/34667192
http://dx.doi.org/10.1038/s41598-021-00014-1
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