Prevention of Potential Adverse Metabolic Effects of a Supplementation with Omega-3 Fatty Acids Using a Genetic Score Approach.
Adult
Alleles
Body Mass Index
Cross-Over Studies
Dietary Supplements
/ adverse effects
Docosahexaenoic Acids
/ metabolism
Eicosapentaenoic Acid
/ metabolism
Fatty Acids, Omega-3
/ metabolism
Female
Fish Oils
/ therapeutic use
Genetic Variation
Genome
Genome-Wide Association Study
Genotype
Homeostasis
Humans
Insulin Resistance
Male
Polymorphism, Single Nucleotide
Reproducibility of Results
Risk
Young Adult
Genetic risk score
Genome-wide association study
Glycemic control
Insulin resistance
Metabolic homeostasis
Omega-3 fatty acids
Precision nutrition
Journal
Lifestyle genomics
ISSN: 2504-3188
Titre abrégé: Lifestyle Genom
Pays: Switzerland
ID NLM: 101716139
Informations de publication
Date de publication:
2020
2020
Historique:
received:
06
08
2019
accepted:
07
10
2019
pubmed:
30
11
2019
medline:
10
8
2021
entrez:
29
11
2019
Statut:
ppublish
Résumé
The consumption of long-chain omega-3 polyunsaturated fatty acids (n-3 PUFA) has been reported to have beneficial health effects, notably, by reducing plasma triglyceride levels. Nonetheless, a concomitant decrease in insulin sensitivity has also been observed, but is highly variable among subjects. Herein, we aimed to determine the importance of the genetic background in the interindividual variability of the insulin sensitivity response following an n-3 PUFA supplementation. A total of 210 participants completed a 6-week n-3 PUFA supplementation with 5 g/day of fish oil (providing 1.9-2.2 g of eicosapentaenoic acid + 1.1 g of docosahexaenoic acid). Insulin resistance was estimated by the homeostatic model assessment (HOMA-IR), and participants were further classified as high-risk or low-risk depending on their HOMA-IR change following the n-3 PUFA supplementation, as compared to pre-supplementation values. Genome-wide genotyping data were obtained for 138 participants using HumanOmni-5-Quad BeadChips containing 4,301,331 single nucleotide polymorphisms. A genome-wide association analysis (GWAS) was carried out between high-risk and low-risk participants. The population study was split into training (60%) and testing (40%) datasets to assess the predictive accuracy of a genetic risk score (GRS) constructed by summing the number of risk alleles. Following the n-3 PUFA supplementation, 32 participants had increased HOMA-IR as compared to initial values and were classified as high risk (23.2%), whereas remaining subjects were classified as low risk (n = 106, 76.8%). A total of 8 loci had frequency differences between high-risk and low-risk participants at a suggestive GWAS association threshold (p value <1 × 10-5). After applying 10-fold cross validation, the GRS showed a significant association with the risk of increased HOMA-IR in the testing dataset (OR = 3.16 [95% CI, 1.85-7.14]), with a predictive accuracy of 0.85, and explained 40% of variation in HOMA-IR change. These results suggest that the genetic background has a relevant role in the interindividual variability observed in the insulin sensitivity response following an n-3 PUFA supplementation. Subjects being at risk of insulin sensitivity lowering following an n-3 PUFA supplementation may be identified using genetic-based precision nutrition approaches.
Identifiants
pubmed: 31779001
pii: 000504022
doi: 10.1159/000504022
doi:
Substances chimiques
Fatty Acids, Omega-3
0
Fish Oils
0
Docosahexaenoic Acids
25167-62-8
Eicosapentaenoic Acid
AAN7QOV9EA
Types de publication
Journal Article
Randomized Controlled Trial
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
32-42Subventions
Organisme : CIHR
ID : MOP-110975
Pays : Canada
Organisme : CIHR
ID : MOP-123494
Pays : Canada
Informations de copyright
© 2019 The Author(s) Published by S. Karger AG, Basel.