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Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies

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2021
Systemati_Bioinformatic_Analyses_pub_2021.pdf (41.79Mb)
Authors
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
Milošević, Verica
Morand, Christine
Scoditti, Egeria
Suárez, Manuel
Vauzour, David
Milenković, Dragan
Article (Published version)
Metadata
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Abstract
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.

Keywords:
cardiometabolic health / human / integrative bioinformatics / nutrigenomics / polyphenols / systematic literature search
Source:
Nutrients, 2021, 13, 7, 2326-
Publisher:
  • MDPI
Funding / projects:
  • European Cooperation in Science and Technology

DOI: 10.3390/nu13072326

ISSN: 2072-6643

[ Google Scholar ]
URI
http://rimi.imi.bg.ac.rs/handle/123456789/1147
Collections
  • Radovi istraživača / Researchers' publications
Institution/Community
Institut za medicinska istraživanja
TY  - JOUR
AU  - Ruskovska, Tatjana
AU  - Budić-Leto, Irena
AU  - Corral-Jara, Karla Fabiola
AU  - Ajdžanović, Vladimir
AU  - Arola-Arnal, Anna
AU  - Bravo, Francisca Isabel
AU  - Deligiannidou, Georgia-Eirini
AU  - Havlik, Jaroslav
AU  - Janeva, Milkica
AU  - Kistanova, Elena
AU  - Kontogiorgis, Christos
AU  - Krga, Irena
AU  - Massaro, Marika
AU  - Miler, Marko
AU  - Milošević, Verica
AU  - Morand, Christine
AU  - Scoditti, Egeria
AU  - Suárez, Manuel
AU  - Vauzour, David
AU  - Milenković, Dragan
PY  - 2021
UR  - http://rimi.imi.bg.ac.rs/handle/123456789/1147
AB  - 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.
PB  - MDPI
T2  - Nutrients
T1  - Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies
IS  - 7
SP  - 2326
VL  - 13
DO  - 10.3390/nu13072326
ER  - 
@article{
author = "Ruskovska, Tatjana and Budić-Leto, Irena and Corral-Jara, Karla Fabiola and Ajdžanović, Vladimir and Arola-Arnal, Anna and Bravo, Francisca Isabel and Deligiannidou, Georgia-Eirini and Havlik, Jaroslav and Janeva, Milkica and Kistanova, Elena and Kontogiorgis, Christos and Krga, Irena and Massaro, Marika and Miler, Marko and Milošević, Verica and Morand, Christine and Scoditti, Egeria and Suárez, Manuel and Vauzour, David and Milenković, Dragan",
year = "2021",
abstract = "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.",
publisher = "MDPI",
journal = "Nutrients",
title = "Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies",
number = "7",
pages = "2326",
volume = "13",
doi = "10.3390/nu13072326"
}
Ruskovska, T., Budić-Leto, I., Corral-Jara, K. F., Ajdžanović, V., Arola-Arnal, A., Bravo, F. I., Deligiannidou, G., Havlik, J., Janeva, M., Kistanova, E., Kontogiorgis, C., Krga, I., Massaro, M., Miler, M., Milošević, V., Morand, C., Scoditti, E., Suárez, M., Vauzour, D.,& Milenković, D.. (2021). Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies. in Nutrients
MDPI., 13(7), 2326.
https://doi.org/10.3390/nu13072326
Ruskovska T, Budić-Leto I, Corral-Jara KF, Ajdžanović V, Arola-Arnal A, Bravo FI, Deligiannidou G, Havlik J, Janeva M, Kistanova E, Kontogiorgis C, Krga I, Massaro M, Miler M, Milošević V, Morand C, Scoditti E, Suárez M, Vauzour D, Milenković D. Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies. in Nutrients. 2021;13(7):2326.
doi:10.3390/nu13072326 .
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, Milošević, Verica, Morand, Christine, Scoditti, Egeria, Suárez, Manuel, Vauzour, David, Milenković, Dragan, "Systematic Bioinformatic Analyses of Nutrigenomic Modifications by Polyphenols Associated with Cardiometabolic Health in Humans—Evidence from Targeted Nutrigenomic Studies" in Nutrients, 13, no. 7 (2021):2326,
https://doi.org/10.3390/nu13072326 . .

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