Keathley Justine, de Toro-Martín Juan, Kearney Michèle, Garneau Véronique, Pilon Geneviève, Couture Patrick, Marette André, Vohl Marie-Claude, Couillard Charles
Center Nutrition, Santé et Société (NUTRISS)-Institut sur la Nutrition et les Aliments Fonctionnels (INAF), Université Laval, Québec, QC, Canada.
School of Nutrition, Université Laval, Québec, QC, Canada.
Front Nutr. 2022 Aug 11;9:918844. doi: 10.3389/fnut.2022.918844. eCollection 2022.
Little is known about the impact of mango consumption on metabolic pathways assessed by changes in gene expression.
In this single-arm clinical trial, cardiometabolic outcomes and gene expression levels in whole blood samples from 26 men and women were examined at baseline and after 8 weeks of mango consumption and differential gene expression changes were determined. Based on changes in gene expression profiles, partial least squares discriminant analysis followed by hierarchical clustering were used to classify participants into subgroups of response and differences in gene expression changes and in cardiometabolic clinical outcomes following the intervention were tested.
Two subgroups of participants were separated based on the resemblance of gene expression profiles in response to the intervention and as responders ( = 8) and non-responders ( = 18). A total of 280 transcripts were significantly up-regulated and 603 transcripts down-regulated following the intervention in responders, as compared to non-responders. Several metabolic pathways, mainly related to oxygen and carbon dioxide transport as well as oxidative stress, were found to be significantly enriched with differentially expressed genes. In addition, significantly beneficial changes in hip and waist circumference, c-reactive protein, HOMA-IR and QUICKI indices were observed in responders non-responders, following the intervention.
The impact of mango consumption on cardiometabolic health appears to largely rely on interindividual variability. The novel transcriptomic-based clustering analysis used herein can provide insights for future research focused on unveiling the origins of heterogeneous responses to dietary interventions.
[clinicaltrials.gov], identifier [NCT03825276].
关于食用芒果对通过基因表达变化评估的代谢途径的影响,人们了解甚少。
在这项单臂临床试验中,对26名男性和女性全血样本中的心脏代谢指标和基因表达水平在基线时以及食用芒果8周后进行了检测,并确定了基因表达的差异变化。基于基因表达谱的变化,使用偏最小二乘判别分析,随后进行层次聚类,将参与者分为反应亚组,并测试了干预后基因表达变化和心脏代谢临床指标的差异。
根据对干预的反应,基于基因表达谱的相似性,将参与者分为反应者(n = 8)和无反应者(n = 18)两个亚组。与无反应者相比,干预后反应者中共有280个转录本显著上调,603个转录本下调。发现几个主要与氧气和二氧化碳运输以及氧化应激相关的代谢途径中,差异表达基因显著富集。此外,干预后,反应者在臀围、腰围、C反应蛋白、HOMA-IR和QUICKI指数方面出现了明显有益的变化,而无反应者则没有。
食用芒果对心脏代谢健康的影响似乎很大程度上取决于个体差异。本文使用的基于转录组学的新型聚类分析可为未来旨在揭示饮食干预异质性反应根源的研究提供见解。
[clinicaltrials.gov],标识符 [NCT03825276]。