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Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies
Cardiometabolic disorders are among the leading causes of mortality in the human population. Dietary polyphenols exert beneficial effects on cardiometabolic health in humans. Molecular mechanisms, however, are not completely understood. Aiming to conduct in-depth integrative bioinformatic analyses t...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8308901/ https://www.ncbi.nlm.nih.gov/pubmed/34371836 http://dx.doi.org/10.3390/nu13072326 |
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author | Ruskovska, Tatjana Budić-Leto, Irena Corral-Jara, Karla Fabiola Ajdžanović, Vladimir Arola-Arnal, Anna Bravo, Francisca Isabel Deligiannidou, Georgia-Eirini Havlik, Jaroslav Janeva, Milkica Kistanova, Elena Kontogiorgis, Christos Krga, Irena Massaro, Marika Miler, Marko Milosevic, Verica Morand, Christine Scoditti, Egeria Suárez, Manuel Vauzour, David Milenkovic, Dragan |
author_facet | Ruskovska, Tatjana Budić-Leto, Irena Corral-Jara, Karla Fabiola Ajdžanović, Vladimir Arola-Arnal, Anna Bravo, Francisca Isabel Deligiannidou, Georgia-Eirini Havlik, Jaroslav Janeva, Milkica Kistanova, Elena Kontogiorgis, Christos Krga, Irena Massaro, Marika Miler, Marko Milosevic, Verica Morand, Christine Scoditti, Egeria Suárez, Manuel Vauzour, David Milenkovic, Dragan |
author_sort | Ruskovska, Tatjana |
collection | PubMed |
description | Cardiometabolic disorders are among the leading causes of mortality in the human population. Dietary polyphenols exert beneficial effects on cardiometabolic health in humans. Molecular mechanisms, however, are not completely understood. Aiming to conduct in-depth integrative bioinformatic analyses to elucidate molecular mechanisms underlying the protective effects of polyphenols on cardiometabolic health, we first conducted a systematic literature search to identify human intervention studies with polyphenols that demonstrate improvement of cardiometabolic risk factors in parallel with significant nutrigenomic effects. Applying the predefined inclusion criteria, we identified 58 differentially expressed genes at mRNA level and 5 miRNAs, analyzed in peripheral blood cells with RT-PCR methods. Subsequent integrative bioinformatic analyses demonstrated that polyphenols modulate genes that are mainly involved in the processes such as inflammation, lipid metabolism, and endothelial function. We also identified 37 transcription factors that are involved in the regulation of polyphenol modulated genes, including RELA/NFKB1, STAT1, JUN, or SIRT1. Integrative bioinformatic analysis of mRNA and miRNA-target pathways demonstrated several common enriched pathways that include MAPK signaling pathway, TNF signaling pathway, PI3K-Akt signaling pathway, focal adhesion, or PPAR signaling pathway. These bioinformatic analyses represent a valuable source of information for the identification of molecular mechanisms underlying the beneficial health effects of polyphenols and potential target genes for future nutrigenetic studies. |
format | Online Article Text |
id | pubmed-8308901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83089012021-07-25 Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies Ruskovska, Tatjana Budić-Leto, Irena Corral-Jara, Karla Fabiola Ajdžanović, Vladimir Arola-Arnal, Anna Bravo, Francisca Isabel Deligiannidou, Georgia-Eirini Havlik, Jaroslav Janeva, Milkica Kistanova, Elena Kontogiorgis, Christos Krga, Irena Massaro, Marika Miler, Marko Milosevic, Verica Morand, Christine Scoditti, Egeria Suárez, Manuel Vauzour, David Milenkovic, Dragan Nutrients Article Cardiometabolic disorders are among the leading causes of mortality in the human population. Dietary polyphenols exert beneficial effects on cardiometabolic health in humans. Molecular mechanisms, however, are not completely understood. Aiming to conduct in-depth integrative bioinformatic analyses to elucidate molecular mechanisms underlying the protective effects of polyphenols on cardiometabolic health, we first conducted a systematic literature search to identify human intervention studies with polyphenols that demonstrate improvement of cardiometabolic risk factors in parallel with significant nutrigenomic effects. Applying the predefined inclusion criteria, we identified 58 differentially expressed genes at mRNA level and 5 miRNAs, analyzed in peripheral blood cells with RT-PCR methods. Subsequent integrative bioinformatic analyses demonstrated that polyphenols modulate genes that are mainly involved in the processes such as inflammation, lipid metabolism, and endothelial function. We also identified 37 transcription factors that are involved in the regulation of polyphenol modulated genes, including RELA/NFKB1, STAT1, JUN, or SIRT1. Integrative bioinformatic analysis of mRNA and miRNA-target pathways demonstrated several common enriched pathways that include MAPK signaling pathway, TNF signaling pathway, PI3K-Akt signaling pathway, focal adhesion, or PPAR signaling pathway. These bioinformatic analyses represent a valuable source of information for the identification of molecular mechanisms underlying the beneficial health effects of polyphenols and potential target genes for future nutrigenetic studies. MDPI 2021-07-06 /pmc/articles/PMC8308901/ /pubmed/34371836 http://dx.doi.org/10.3390/nu13072326 Text en © 2021 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 Ruskovska, Tatjana Budić-Leto, Irena Corral-Jara, Karla Fabiola Ajdžanović, Vladimir Arola-Arnal, Anna Bravo, Francisca Isabel Deligiannidou, Georgia-Eirini Havlik, Jaroslav Janeva, Milkica Kistanova, Elena Kontogiorgis, Christos Krga, Irena Massaro, Marika Miler, Marko Milosevic, Verica Morand, Christine Scoditti, Egeria Suárez, Manuel Vauzour, David Milenkovic, Dragan Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies |
title | Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies |
title_full | Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies |
title_fullStr | Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies |
title_full_unstemmed | Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies |
title_short | Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies |
title_sort | systematic bioinformatic analyses of nutrigenomic modifications by polyphenols associated with cardiometabolic health in humans—evidence from targeted nutrigenomic studies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8308901/ https://www.ncbi.nlm.nih.gov/pubmed/34371836 http://dx.doi.org/10.3390/nu13072326 |
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