Accumulating evidence suggests that the predisposition to metabolic diseases is established in utero through epigenomic modifications. However, it remains unclear whether childhood obesity results from preexisting epigenomic alterations or whether obesity itself induces changes in the epigenome. This study aimed to identify DNA methylation marks in the placenta associated with obesity-related outcomes in children at age 6 and to assess these marks in blood samples at age 6 and whether they correlate with obesity-related outcomes at that time. Using an epigenome-wide DNA methylation microarray on 24 placental samples, we identified differentially methylated CpGs (DMCs) associated with offspring BMI-SDS at 6 years. Individual DMCs were validated in 147 additional placental and leukocyte samples from children at 6 years of age. The methylation and/or gene expression of IRS1 in both placenta and offspring leukocytes were significantly associated with various metabolic risk parameters at age 6 (all p ≤ 0.05). Logistic regression models (LRM) and machine learning (ML) models indicated that IRS1 methylation in the placenta could strongly predict offspring obesity. Our results suggest that IRS1 may serve as a potential biomarker for the prediction of obesity and metabolic risk in children
This work was supported by grants from the Ministerio de Ciencia e Innovación, Instituto de Salud Carlos III (ISCIII), Madrid, Spain (PI20/00399 and PI23/00545 to J.B.), a project co-funded by FEDER (Fondo Europeo de Desarrollo Regional)
Article
Published version
peer-reviewed
English
Obesitat en els infants; Obesity in children; ADN -- Metilació; DNA -- Methylation; Metabolisme -- Trastorns -- Aspectes genètics; Metabolism -- Disorders -- Genetic aspects; Epigenètica; Epigenetics
MDPI (Multidisciplinary Digital Publishing Institute)
info:eu-repo/semantics/altIdentifier/doi/10.3390/ijms26073141
info:eu-repo/semantics/altIdentifier/issn/1661-6596
info:eu-repo/semantics/altIdentifier/eissn/1422-0067
Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/