Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783728394037362688
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
work_keys_str_mv AT ruskovskatatjana systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT budicletoirena systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT corraljarakarlafabiola systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT ajdzanovicvladimir systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT arolaarnalanna systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT bravofranciscaisabel systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT deligiannidougeorgiaeirini systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT havlikjaroslav systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT janevamilkica systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT kistanovaelena systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT kontogiorgischristos systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT krgairena systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT massaromarika systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT milermarko systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT milosevicverica systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT morandchristine systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT scodittiegeria systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT suarezmanuel systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT vauzourdavid systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies
AT milenkovicdragan systematicbioinformaticanalysesofnutrigenomicmodificationsbypolyphenolsassociatedwithcardiometabolichealthinhumansevidencefromtargetednutrigenomicstudies