Llauradó-Pont Joana, Stratakis Nikos, Fiorito Giovanni, Handakas Evangelos, Neumann Alexander, Barros Henrique, Brantsæter Anne Lise, Chang Kiara, Chatzi Leda, Felix Janine F, Grazuleviciene Regina, Jaddoe Vincent W V, Karachaliou Marianna, Lecorguillé Marion, Lopes Carla, Millett Christopher, McEachan Rosemary R C, Papadopoulou Eleni, Slama Remy, Vamos Eszter P, Vineis Paolo, Vrijheid Martine, Wright John, Voortman Trudy, Bustamante Mariona, Robinson Oliver, Lassale Camille
ISGlobal, Barcelona, Spain.
Clinical Bioinformatics Unit, IRCCS Instituto Giannina Gaslini, Genova, Italy.
Clin Epigenetics. 2025 Jan 7;17(1):3. doi: 10.1186/s13148-024-01782-z.
BACKGROUND/OBJECTIVE: There is limited knowledge on how diet affects the epigenome of children. Ultra-processed food (UPF) consumption is emerging as an important factor impacting health, but mechanisms need to be uncovered. We therefore aimed to assess the association between UPF consumption and DNA methylation in children.
We conducted a meta-analysis of epigenome-wide association studies (EWAS) from a total of 3152 children aged 5-11 years from four European studies (HELIX, Generation XXI, ALSPAC, and Generation R). UPF consumption was defined applying the Nova food classification system (group 4), and DNA methylation was measured in blood with Illumina Infinium Methylation arrays. Associations were estimated within each cohort using robust linear regression models, adjusting for relevant covariates, followed by a meta-analysis of the resulting EWAS estimates.
Although no CpG was significant at FDR level, we found suggestive associations (p-value < 10) between UPF consumption and methylation at seven CpG sites. Three of them, cg00339913 (PHYHIP), cg03041696 (intergenic), and cg03999434 (intergenic), were negatively associated, whereas the other four, cg14665028 (NHEJ1), cg18968409 (intergenic), cg24730307 (intergenic), and cg09709951 (ATF7), were positively associated with UPF intake. These CpGs have been previously associated with health outcomes such as carcinomas, and the related genes are mainly involved in pathways related to thyroid hormones and liver function.
We only found suggestive changes in methylation at 7 CpGs associated with UPF intake in a large EWAS among children: although this shows a potential impact of UPF intake on DNAm, this might not be a key mechanism underlying the health effects of UPFs in children. There is a need for more detailed dietary assessment in children studies and of intervention studies to assess potential epigenetic changes linked to a reduction in UPF in the diet.
背景/目的:关于饮食如何影响儿童表观基因组的知识有限。超加工食品(UPF)的消费正成为影响健康的一个重要因素,但其作用机制仍有待揭示。因此,我们旨在评估儿童UPF消费与DNA甲基化之间的关联。
我们对来自四项欧洲研究(HELIX、二十一世纪世代研究、阿冯纵向父母与儿童研究[ALSPAC]和R世代研究)的3152名5至11岁儿童的全表观基因组关联研究(EWAS)进行了荟萃分析。UPF消费采用诺瓦食物分类系统(第4组)进行定义,DNA甲基化通过Illumina Infinium甲基化芯片在血液中进行测量。在每个队列中使用稳健线性回归模型估计关联,并对相关协变量进行调整,随后对所得的EWAS估计值进行荟萃分析。
尽管在错误发现率(FDR)水平上没有CpG位点显著,但我们发现UPF消费与7个CpG位点的甲基化之间存在提示性关联(p值<10)。其中三个,即cg00339913(PHYHIP)、cg03041696(基因间区域)和cg03999434(基因间区域)呈负相关,而另外四个,即cg14665028(NHEJ1)、cg18968409(基因间区域)、cg24730307(基因间区域)和cg09709951(ATF7)与UPF摄入量呈正相关。这些CpG位点此前已与癌症等健康结果相关联,相关基因主要参与与甲状腺激素和肝功能相关的途径。
在一项针对儿童的大型EWAS中,我们仅发现与UPF摄入量相关的7个CpG位点的甲基化有提示性变化:尽管这表明UPF摄入量对DNA甲基化有潜在影响,但这可能不是UPF对儿童健康影响的关键机制。在儿童研究和干预研究中,需要更详细的饮食评估,以评估与饮食中UPF减少相关的潜在表观遗传变化。