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Systematic bioinformatic analysis of nutrigenomic data of flavanols in cell models of cardiometabolic disease

Authorized Users Only
2020
Authors
Ruskovska, Tatjana
Massaro, Marika
Carluccio, Maria Annunziata
Arola-Arnal, Anna
Muguerza, Begona
Vanden Berghe, Wim
Declerk, Ken
Isabel Bravo, Francisca
Calabriso, Nadia
Combet, Emilie
Gibney, Eileen R.
Gomes, Andreia
Gonthier, Marie-Paule
Kistanova, Elena
Krga, Irena
Mena, Pedro
Morand, Christine
dos Santos, Claudia Nunes
De Pascual-Teresa, Sonia
Rodriguez-Mateos, Ana
Scoditti, Egeria
Suarez, Manuel
Milenković, Dragan
Article (Published version)
Metadata
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Abstract
Flavanol intake positively influences several cardiometabolic risk factors in humans. However, the specific molecular mechanisms of action of flavanols, in terms of gene regulation, in the cell types relevant to cardiometabolic disease have never been systematically addressed. On this basis, we conducted a systematic literature review and a comprehensive bioinformatic analysis of genes whose expression is affected by flavanols in cells defining cardiometabolic health: hepatocytes, adipocytes, endothelial cells, smooth muscle cells and immune cells. A systematic literature search was performed using the following pre-defined criteria: treatment with pure compounds and metabolites (no extracts) at low concentrations that are close to their plasma concentrations. Differentially expressed genes were analyzed using bioinformatics tools to identify gene ontologies, networks, cellular pathways and interactions, as well as transcriptional and post-transcriptional regulators. The systematic lit...erature search identified 54 differentially expressed genes at the mRNA level inin vitromodels of cardiometabolic disease exposed to flavanols and their metabolites. Global bioinformatic analysis revealed that these genes are predominantly involved in inflammation, leukocyte adhesion and transendothelial migration, and lipid metabolism. We observed that, although the investigated cells responded differentially to flavanol exposure, the involvement of anti-inflammatory responses is a common mechanism of flavanol action. We also identified potential transcriptional regulators of gene expression: transcriptional factors, such as GATA2, NFKB1, FOXC1 or PPARG, and post-transcriptional regulators: miRNAs, such as mir-335-5p, let-7b-5p, mir-26b-5p or mir-16-5p. In parallel, we analyzed the nutrigenomic effects of flavanols in intestinal cells and demonstrated their predominant involvement in the metabolism of circulating lipoproteins. In conclusion, the results of this systematic analysis of the nutrigenomic effects of flavanols provide a more comprehensive picture of their molecular mechanisms of action and will support the future setup of genetic studies to pave the way for individualized dietary recommendations.

Source:
Food & Function, 2020, 11, 6, 5040-5064
Publisher:
  • Royal Soc Chemistry, Cambridge
Funding / projects:
  • COST action [FA1403—POSITIVe], Interindividual variation in response to consumption of plant food bioactives and determinants involved

DOI: 10.1039/d0fo00701c

ISSN: 2042-6496

PubMed: 32537624

WoS: 000542844600016

Scopus: 2-s2.0-85087110675
[ Google Scholar ]
11
8
URI
http://rimi.imi.bg.ac.rs/handle/123456789/1058
Collections
  • Radovi istraživača / Researchers' publications
Institution/Community
Institut za medicinska istraživanja
TY  - JOUR
AU  - Ruskovska, Tatjana
AU  - Massaro, Marika
AU  - Carluccio, Maria Annunziata
AU  - Arola-Arnal, Anna
AU  - Muguerza, Begona
AU  - Vanden Berghe, Wim
AU  - Declerk, Ken
AU  - Isabel Bravo, Francisca
AU  - Calabriso, Nadia
AU  - Combet, Emilie
AU  - Gibney, Eileen R.
AU  - Gomes, Andreia
AU  - Gonthier, Marie-Paule
AU  - Kistanova, Elena
AU  - Krga, Irena
AU  - Mena, Pedro
AU  - Morand, Christine
AU  - dos Santos, Claudia Nunes
AU  - De Pascual-Teresa, Sonia
AU  - Rodriguez-Mateos, Ana
AU  - Scoditti, Egeria
AU  - Suarez, Manuel
AU  - Milenković, Dragan
PY  - 2020
UR  - http://rimi.imi.bg.ac.rs/handle/123456789/1058
AB  - Flavanol intake positively influences several cardiometabolic risk factors in humans. However, the specific molecular mechanisms of action of flavanols, in terms of gene regulation, in the cell types relevant to cardiometabolic disease have never been systematically addressed. On this basis, we conducted a systematic literature review and a comprehensive bioinformatic analysis of genes whose expression is affected by flavanols in cells defining cardiometabolic health: hepatocytes, adipocytes, endothelial cells, smooth muscle cells and immune cells. A systematic literature search was performed using the following pre-defined criteria: treatment with pure compounds and metabolites (no extracts) at low concentrations that are close to their plasma concentrations. Differentially expressed genes were analyzed using bioinformatics tools to identify gene ontologies, networks, cellular pathways and interactions, as well as transcriptional and post-transcriptional regulators. The systematic literature search identified 54 differentially expressed genes at the mRNA level inin vitromodels of cardiometabolic disease exposed to flavanols and their metabolites. Global bioinformatic analysis revealed that these genes are predominantly involved in inflammation, leukocyte adhesion and transendothelial migration, and lipid metabolism. We observed that, although the investigated cells responded differentially to flavanol exposure, the involvement of anti-inflammatory responses is a common mechanism of flavanol action. We also identified potential transcriptional regulators of gene expression: transcriptional factors, such as GATA2, NFKB1, FOXC1 or PPARG, and post-transcriptional regulators: miRNAs, such as mir-335-5p, let-7b-5p, mir-26b-5p or mir-16-5p. In parallel, we analyzed the nutrigenomic effects of flavanols in intestinal cells and demonstrated their predominant involvement in the metabolism of circulating lipoproteins. In conclusion, the results of this systematic analysis of the nutrigenomic effects of flavanols provide a more comprehensive picture of their molecular mechanisms of action and will support the future setup of genetic studies to pave the way for individualized dietary recommendations.
PB  - Royal Soc Chemistry, Cambridge
T2  - Food & Function
T1  - Systematic bioinformatic analysis of nutrigenomic data of flavanols in cell models of cardiometabolic disease
EP  - 5064
IS  - 6
SP  - 5040
VL  - 11
DO  - 10.1039/d0fo00701c
UR  - conv_4806
ER  - 
@article{
author = "Ruskovska, Tatjana and Massaro, Marika and Carluccio, Maria Annunziata and Arola-Arnal, Anna and Muguerza, Begona and Vanden Berghe, Wim and Declerk, Ken and Isabel Bravo, Francisca and Calabriso, Nadia and Combet, Emilie and Gibney, Eileen R. and Gomes, Andreia and Gonthier, Marie-Paule and Kistanova, Elena and Krga, Irena and Mena, Pedro and Morand, Christine and dos Santos, Claudia Nunes and De Pascual-Teresa, Sonia and Rodriguez-Mateos, Ana and Scoditti, Egeria and Suarez, Manuel and Milenković, Dragan",
year = "2020",
abstract = "Flavanol intake positively influences several cardiometabolic risk factors in humans. However, the specific molecular mechanisms of action of flavanols, in terms of gene regulation, in the cell types relevant to cardiometabolic disease have never been systematically addressed. On this basis, we conducted a systematic literature review and a comprehensive bioinformatic analysis of genes whose expression is affected by flavanols in cells defining cardiometabolic health: hepatocytes, adipocytes, endothelial cells, smooth muscle cells and immune cells. A systematic literature search was performed using the following pre-defined criteria: treatment with pure compounds and metabolites (no extracts) at low concentrations that are close to their plasma concentrations. Differentially expressed genes were analyzed using bioinformatics tools to identify gene ontologies, networks, cellular pathways and interactions, as well as transcriptional and post-transcriptional regulators. The systematic literature search identified 54 differentially expressed genes at the mRNA level inin vitromodels of cardiometabolic disease exposed to flavanols and their metabolites. Global bioinformatic analysis revealed that these genes are predominantly involved in inflammation, leukocyte adhesion and transendothelial migration, and lipid metabolism. We observed that, although the investigated cells responded differentially to flavanol exposure, the involvement of anti-inflammatory responses is a common mechanism of flavanol action. We also identified potential transcriptional regulators of gene expression: transcriptional factors, such as GATA2, NFKB1, FOXC1 or PPARG, and post-transcriptional regulators: miRNAs, such as mir-335-5p, let-7b-5p, mir-26b-5p or mir-16-5p. In parallel, we analyzed the nutrigenomic effects of flavanols in intestinal cells and demonstrated their predominant involvement in the metabolism of circulating lipoproteins. In conclusion, the results of this systematic analysis of the nutrigenomic effects of flavanols provide a more comprehensive picture of their molecular mechanisms of action and will support the future setup of genetic studies to pave the way for individualized dietary recommendations.",
publisher = "Royal Soc Chemistry, Cambridge",
journal = "Food & Function",
title = "Systematic bioinformatic analysis of nutrigenomic data of flavanols in cell models of cardiometabolic disease",
pages = "5064-5040",
number = "6",
volume = "11",
doi = "10.1039/d0fo00701c",
url = "conv_4806"
}
Ruskovska, T., Massaro, M., Carluccio, M. A., Arola-Arnal, A., Muguerza, B., Vanden Berghe, W., Declerk, K., Isabel Bravo, F., Calabriso, N., Combet, E., Gibney, E. R., Gomes, A., Gonthier, M., Kistanova, E., Krga, I., Mena, P., Morand, C., dos Santos, C. N., De Pascual-Teresa, S., Rodriguez-Mateos, A., Scoditti, E., Suarez, M.,& Milenković, D.. (2020). Systematic bioinformatic analysis of nutrigenomic data of flavanols in cell models of cardiometabolic disease. in Food & Function
Royal Soc Chemistry, Cambridge., 11(6), 5040-5064.
https://doi.org/10.1039/d0fo00701c
conv_4806
Ruskovska T, Massaro M, Carluccio MA, Arola-Arnal A, Muguerza B, Vanden Berghe W, Declerk K, Isabel Bravo F, Calabriso N, Combet E, Gibney ER, Gomes A, Gonthier M, Kistanova E, Krga I, Mena P, Morand C, dos Santos CN, De Pascual-Teresa S, Rodriguez-Mateos A, Scoditti E, Suarez M, Milenković D. Systematic bioinformatic analysis of nutrigenomic data of flavanols in cell models of cardiometabolic disease. in Food & Function. 2020;11(6):5040-5064.
doi:10.1039/d0fo00701c
conv_4806 .
Ruskovska, Tatjana, Massaro, Marika, Carluccio, Maria Annunziata, Arola-Arnal, Anna, Muguerza, Begona, Vanden Berghe, Wim, Declerk, Ken, Isabel Bravo, Francisca, Calabriso, Nadia, Combet, Emilie, Gibney, Eileen R., Gomes, Andreia, Gonthier, Marie-Paule, Kistanova, Elena, Krga, Irena, Mena, Pedro, Morand, Christine, dos Santos, Claudia Nunes, De Pascual-Teresa, Sonia, Rodriguez-Mateos, Ana, Scoditti, Egeria, Suarez, Manuel, Milenković, Dragan, "Systematic bioinformatic analysis of nutrigenomic data of flavanols in cell models of cardiometabolic disease" in Food & Function, 11, no. 6 (2020):5040-5064,
https://doi.org/10.1039/d0fo00701c .,
conv_4806 .

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