Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial

BackgroundWe previously showed that whole-grain wheat (WGW) consumption had beneficial effects on liver fat accumulation, as compared to refined wheat (RW). The mechanisms underlying these effects remain unclear.ObjectiveIn this study, we investigated the effects of WGW vs. RW consumption on plasma...

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Published in:Frontiers in Nutrition
Main Authors: Anouk Gijbels, Sophie Schutte, Diederik Esser, Suzan Wopereis, Gerard Bryan Gonzales, Lydia A. Afman
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
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Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2022.1026213/full
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author Anouk Gijbels
Sophie Schutte
Diederik Esser
Suzan Wopereis
Gerard Bryan Gonzales
Lydia A. Afman
author_facet Anouk Gijbels
Sophie Schutte
Diederik Esser
Suzan Wopereis
Gerard Bryan Gonzales
Lydia A. Afman
author_sort Anouk Gijbels
collection DOAJ
container_title Frontiers in Nutrition
description BackgroundWe previously showed that whole-grain wheat (WGW) consumption had beneficial effects on liver fat accumulation, as compared to refined wheat (RW). The mechanisms underlying these effects remain unclear.ObjectiveIn this study, we investigated the effects of WGW vs. RW consumption on plasma metabolite levels to explore potential underlying mechanisms of the preventive effect of WGW consumption on liver fat accumulation.MethodsTargeted metabolomics of plasma obtained from a concluded 12-week double-blind, randomized controlled trial was performed. Fifty overweight or obese men and women aged 45–70 years with mildly elevated levels of plasma cholesterol were randomized to either 98 g/d of WGW or RW products. Before and after the intervention, a total of 89 fasting plasma metabolite concentrations including acylcarnitines, trimethylamine-N-oxide (TMAO), choline, betaine, bile acids, and signaling lipids were quantified by UPLC-MS/MS. Intrahepatic triglycerides (IHTG) were quantified by 1H-MRS, and multiple liver markers, including circulating levels of β-hydroxybutyrate, alanine transaminase (ALT), aspartate transaminase (AST), γ-glutamyltransferase (γ-GT), serum amyloid A (SAA), and C-reactive protein, were assessed.ResultsThe WGW intervention increased plasma concentrations of four out of 52 signaling lipids—lysophosphatidic acid C18:2, lysophosphatidylethanolamine C18:1 and C18:2, and platelet-activating factor C18:2—and decreased concentrations of the signaling lipid lysophosphatidylglycerol C20:3 as compared to RW intervention, although these results were no longer statistically significant after false discovery rate (FDR) correction. Plasma concentrations of the other metabolites that we quantified were not affected by WGW or RW intervention. Changes in the above-mentioned metabolites were not correlated to change in IHTG upon the intervention.ConclusionPlasma acylcarnitines, bile acids, and signaling lipids were not robustly affected by the WGW or RW interventions, which makes them less likely candidates to be directly involved in the mechanisms that underlie the protective effect of WGW consumption or detrimental effect of RW consumption on liver fat accumulation.Clinical trial registration[www.ClinicalTrials.gov], identifier [NCT02385149].
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spelling doaj-art-e692dca68a7e44ae91fd7d865a0e6d1a2025-08-19T21:29:46ZengFrontiers Media S.A.Frontiers in Nutrition2296-861X2022-10-01910.3389/fnut.2022.10262131026213Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trialAnouk Gijbels0Sophie Schutte1Diederik Esser2Suzan Wopereis3Gerard Bryan Gonzales4Lydia A. Afman5Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, NetherlandsDivision of Human Nutrition and Health, Wageningen University and Research, Wageningen, NetherlandsDivision of Human Nutrition and Health, Wageningen University and Research, Wageningen, NetherlandsResearch Group Microbiology and Systems Biology, TNO, Netherlands Organization for Applied Scientific Research, Zeist, NetherlandsDivision of Human Nutrition and Health, Wageningen University and Research, Wageningen, NetherlandsDivision of Human Nutrition and Health, Wageningen University and Research, Wageningen, NetherlandsBackgroundWe previously showed that whole-grain wheat (WGW) consumption had beneficial effects on liver fat accumulation, as compared to refined wheat (RW). The mechanisms underlying these effects remain unclear.ObjectiveIn this study, we investigated the effects of WGW vs. RW consumption on plasma metabolite levels to explore potential underlying mechanisms of the preventive effect of WGW consumption on liver fat accumulation.MethodsTargeted metabolomics of plasma obtained from a concluded 12-week double-blind, randomized controlled trial was performed. Fifty overweight or obese men and women aged 45–70 years with mildly elevated levels of plasma cholesterol were randomized to either 98 g/d of WGW or RW products. Before and after the intervention, a total of 89 fasting plasma metabolite concentrations including acylcarnitines, trimethylamine-N-oxide (TMAO), choline, betaine, bile acids, and signaling lipids were quantified by UPLC-MS/MS. Intrahepatic triglycerides (IHTG) were quantified by 1H-MRS, and multiple liver markers, including circulating levels of β-hydroxybutyrate, alanine transaminase (ALT), aspartate transaminase (AST), γ-glutamyltransferase (γ-GT), serum amyloid A (SAA), and C-reactive protein, were assessed.ResultsThe WGW intervention increased plasma concentrations of four out of 52 signaling lipids—lysophosphatidic acid C18:2, lysophosphatidylethanolamine C18:1 and C18:2, and platelet-activating factor C18:2—and decreased concentrations of the signaling lipid lysophosphatidylglycerol C20:3 as compared to RW intervention, although these results were no longer statistically significant after false discovery rate (FDR) correction. Plasma concentrations of the other metabolites that we quantified were not affected by WGW or RW intervention. Changes in the above-mentioned metabolites were not correlated to change in IHTG upon the intervention.ConclusionPlasma acylcarnitines, bile acids, and signaling lipids were not robustly affected by the WGW or RW interventions, which makes them less likely candidates to be directly involved in the mechanisms that underlie the protective effect of WGW consumption or detrimental effect of RW consumption on liver fat accumulation.Clinical trial registration[www.ClinicalTrials.gov], identifier [NCT02385149].https://www.frontiersin.org/articles/10.3389/fnut.2022.1026213/fullwhole-grainwheatmetabolomicsacylcarnitinesbile acidsglycerophospholipids
spellingShingle Anouk Gijbels
Sophie Schutte
Diederik Esser
Suzan Wopereis
Gerard Bryan Gonzales
Lydia A. Afman
Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial
whole-grain
wheat
metabolomics
acylcarnitines
bile acids
glycerophospholipids
title Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial
title_full Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial
title_fullStr Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial
title_full_unstemmed Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial
title_short Effects of a 12-week whole-grain or refined wheat intervention on plasma acylcarnitines, bile acids and signaling lipids, and association with liver fat: A post-hoc metabolomics study of a randomized controlled trial
title_sort effects of a 12 week whole grain or refined wheat intervention on plasma acylcarnitines bile acids and signaling lipids and association with liver fat a post hoc metabolomics study of a randomized controlled trial
topic whole-grain
wheat
metabolomics
acylcarnitines
bile acids
glycerophospholipids
url https://www.frontiersin.org/articles/10.3389/fnut.2022.1026213/full
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