Systematic analysis of nutrigenomic effects of polyphenols related to cardiometabolic health in humans – Evidence from untargeted mRNA and miRNA studies
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2022
Authors
Ruskovska, Tatjana
Budić-Leto, Irena
Corral-Jara, Karla Fabiola
Ajdžanović, Vladimir
Arola-Arnal, Anna

Bravo, Francisca Isabel
Deligiannidou, Georgia Erini
Havlik, Jaroslav

Janeva, Milkica
Kistanova, Elena

Kontogiorgis, Christos
Krga, Irena

Massaro, Marika

Miler, Marko

Harnafi, Hicham
Milosevic, Verica
Morand, Christine
Scoditti, Egeria

Suárez, Manuel
Vauzour, David

Milenkovic, Dragan
Article (Published version)

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Cardiovascular and metabolic disorders present major causes of mortality in the ageing population. Polyphenols present in human diets possess cardiometabolic protective properties, however their underlying molecular mechanisms in humans are still not well identified. Even though preclinical and in vitro studies advocate that these bioactives can modulate gene expression, most studies were performed using targeted approaches. With the objective to decipher the molecular mechanisms underlying polyphenols cardiometabolic preventive properties in humans, we performed integrative multi-omic bioinformatic analyses of published studies which reported improvements of cardiometabolic risk factors following polyphenol intake, together with genomic analyses performed using untargeted approach. We identified 5 studies within our criteria and nearly 5000 differentially expressed genes, both mRNAs and miRNAs, in peripheral blood cells. Integrative bioinformatic analyses (e.g. pathway and gene networ...k analyses, identification of transcription factors, correlation of gene expression profiles with those associated with diseases and drug intake) revealed that these genes are involved in the processes such as cell adhesion and mobility, immune system, metabolism, or cell signaling. We also identified 27 miRNAs known to regulate processes such as cell cytoskeleton, chemotaxis, cell signaling, or cell metabolism. Gene expression profiles negatively correlated with expression profiles of cardiovascular disease patients, while a positive correlation was observed with gene expression profiles following intake of drugs against cardiometabolic disorders. These analyses further advocate for health protective effects of these bioactives against age-associated diseases. In conclusion, polyphenols can exert multi-genomic modifications in humans and use of untargeted methods coupled with bioinformatic analyses represent the best approach to decipher molecular mechanisms underlying healthy-ageing effects of these bioactives.
Keywords:
Bioinformatics / Cardiometabolic health / Genomics / Integrated multi-omics / PolyphenolsSource:
Ageing Research Reviews, 2022, 79, 101649Publisher:
- Elsevier
Funding / projects:
- COST Action FA1403-European Cooperation in Science and Technology
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Institut za medicinska istraživanjaTY - 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 Erini AU - Havlik, Jaroslav AU - Janeva, Milkica AU - Kistanova, Elena AU - Kontogiorgis, Christos AU - Krga, Irena AU - Massaro, Marika AU - Miler, Marko AU - Harnafi, Hicham AU - Milosevic, Verica AU - Morand, Christine AU - Scoditti, Egeria AU - Suárez, Manuel AU - Vauzour, David AU - Milenkovic, Dragan PY - 2022 UR - http://rimi.imi.bg.ac.rs/handle/123456789/1234 AB - Cardiovascular and metabolic disorders present major causes of mortality in the ageing population. Polyphenols present in human diets possess cardiometabolic protective properties, however their underlying molecular mechanisms in humans are still not well identified. Even though preclinical and in vitro studies advocate that these bioactives can modulate gene expression, most studies were performed using targeted approaches. With the objective to decipher the molecular mechanisms underlying polyphenols cardiometabolic preventive properties in humans, we performed integrative multi-omic bioinformatic analyses of published studies which reported improvements of cardiometabolic risk factors following polyphenol intake, together with genomic analyses performed using untargeted approach. We identified 5 studies within our criteria and nearly 5000 differentially expressed genes, both mRNAs and miRNAs, in peripheral blood cells. Integrative bioinformatic analyses (e.g. pathway and gene network analyses, identification of transcription factors, correlation of gene expression profiles with those associated with diseases and drug intake) revealed that these genes are involved in the processes such as cell adhesion and mobility, immune system, metabolism, or cell signaling. We also identified 27 miRNAs known to regulate processes such as cell cytoskeleton, chemotaxis, cell signaling, or cell metabolism. Gene expression profiles negatively correlated with expression profiles of cardiovascular disease patients, while a positive correlation was observed with gene expression profiles following intake of drugs against cardiometabolic disorders. These analyses further advocate for health protective effects of these bioactives against age-associated diseases. In conclusion, polyphenols can exert multi-genomic modifications in humans and use of untargeted methods coupled with bioinformatic analyses represent the best approach to decipher molecular mechanisms underlying healthy-ageing effects of these bioactives. PB - Elsevier T2 - Ageing Research Reviews T2 - Ageing Research Reviews T1 - Systematic analysis of nutrigenomic effects of polyphenols related to cardiometabolic health in humans – Evidence from untargeted mRNA and miRNA studies IS - 101649 VL - 79 DO - 10.1016/j.arr.2022.101649 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 Erini and Havlik, Jaroslav and Janeva, Milkica and Kistanova, Elena and Kontogiorgis, Christos and Krga, Irena and Massaro, Marika and Miler, Marko and Harnafi, Hicham and Milosevic, Verica and Morand, Christine and Scoditti, Egeria and Suárez, Manuel and Vauzour, David and Milenkovic, Dragan", year = "2022", abstract = "Cardiovascular and metabolic disorders present major causes of mortality in the ageing population. Polyphenols present in human diets possess cardiometabolic protective properties, however their underlying molecular mechanisms in humans are still not well identified. Even though preclinical and in vitro studies advocate that these bioactives can modulate gene expression, most studies were performed using targeted approaches. With the objective to decipher the molecular mechanisms underlying polyphenols cardiometabolic preventive properties in humans, we performed integrative multi-omic bioinformatic analyses of published studies which reported improvements of cardiometabolic risk factors following polyphenol intake, together with genomic analyses performed using untargeted approach. We identified 5 studies within our criteria and nearly 5000 differentially expressed genes, both mRNAs and miRNAs, in peripheral blood cells. Integrative bioinformatic analyses (e.g. pathway and gene network analyses, identification of transcription factors, correlation of gene expression profiles with those associated with diseases and drug intake) revealed that these genes are involved in the processes such as cell adhesion and mobility, immune system, metabolism, or cell signaling. We also identified 27 miRNAs known to regulate processes such as cell cytoskeleton, chemotaxis, cell signaling, or cell metabolism. Gene expression profiles negatively correlated with expression profiles of cardiovascular disease patients, while a positive correlation was observed with gene expression profiles following intake of drugs against cardiometabolic disorders. These analyses further advocate for health protective effects of these bioactives against age-associated diseases. In conclusion, polyphenols can exert multi-genomic modifications in humans and use of untargeted methods coupled with bioinformatic analyses represent the best approach to decipher molecular mechanisms underlying healthy-ageing effects of these bioactives.", publisher = "Elsevier", journal = "Ageing Research Reviews, Ageing Research Reviews", title = "Systematic analysis of nutrigenomic effects of polyphenols related to cardiometabolic health in humans – Evidence from untargeted mRNA and miRNA studies", number = "101649", volume = "79", doi = "10.1016/j.arr.2022.101649" }
Ruskovska, T., Budić-Leto, I., Corral-Jara, K. F., Ajdžanović, V., Arola-Arnal, A., Bravo, F. I., Deligiannidou, G. E., Havlik, J., Janeva, M., Kistanova, E., Kontogiorgis, C., Krga, I., Massaro, M., Miler, M., Harnafi, H., Milosevic, V., Morand, C., Scoditti, E., Suárez, M., Vauzour, D.,& Milenkovic, D.. (2022). Systematic analysis of nutrigenomic effects of polyphenols related to cardiometabolic health in humans – Evidence from untargeted mRNA and miRNA studies. in Ageing Research Reviews Elsevier., 79(101649). https://doi.org/10.1016/j.arr.2022.101649
Ruskovska T, Budić-Leto I, Corral-Jara KF, Ajdžanović V, Arola-Arnal A, Bravo FI, Deligiannidou GE, Havlik J, Janeva M, Kistanova E, Kontogiorgis C, Krga I, Massaro M, Miler M, Harnafi H, Milosevic V, Morand C, Scoditti E, Suárez M, Vauzour D, Milenkovic D. Systematic analysis of nutrigenomic effects of polyphenols related to cardiometabolic health in humans – Evidence from untargeted mRNA and miRNA studies. in Ageing Research Reviews. 2022;79(101649). doi:10.1016/j.arr.2022.101649 .
Ruskovska, Tatjana, Budić-Leto, Irena, Corral-Jara, Karla Fabiola, Ajdžanović, Vladimir, Arola-Arnal, Anna, Bravo, Francisca Isabel, Deligiannidou, Georgia Erini, Havlik, Jaroslav, Janeva, Milkica, Kistanova, Elena, Kontogiorgis, Christos, Krga, Irena, Massaro, Marika, Miler, Marko, Harnafi, Hicham, Milosevic, Verica, Morand, Christine, Scoditti, Egeria, Suárez, Manuel, Vauzour, David, Milenkovic, Dragan, "Systematic analysis of nutrigenomic effects of polyphenols related to cardiometabolic health in humans – Evidence from untargeted mRNA and miRNA studies" in Ageing Research Reviews, 79, no. 101649 (2022), https://doi.org/10.1016/j.arr.2022.101649 . .