ArticleBMC medical genetics2020
Salivary epigenetic biomarkers as predictors of emerging childhood obesity.
Article in BMC medical genetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01316653 (Growing Right Onto Wellness), which is not on this map. Cited by 15 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Growing Right Onto Wellness (GROW): Changing Early Childhood Body Mass Index (BMI) Trajectories
Who cites it
15 citing papers in PubMed, 29 citations in OpenAlex.
- Epigenetics and childhood obesity: DNA methylation coordinates environment and gene regulation.Endocrine reviews · 2026Review
- The Role of Parenting in Mitigating Epigenetic Cardiometabolic Risk in a Sample of Predominantly Latino Preschoolers.medRxiv : the preprint server for health sciences · 2026Article
- Non-invasive epigenetic protein signatures associated with childhood obesity.Clinical epigenetics · 2026Article
- When Genes Wear Marks: Epigenomic Modulation in the Development and Progression of Obesity.International journal of molecular sciences · 2025Review
- Dynamic Rendition of Adipose Genes Under Epigenetic Regulation: Revealing New Mechanisms of Obesity Occurrence.Current issues in molecular biology · 2025Review
- Longitudinal DNA methylation profiles in saliva of offspring from mothers with gestational diabetes: associations with early childhood growth patterns.Cardiovascular diabetology · 2025Article
- Current Updates on the Understanding of the Role of DNA Methylation on Obesity.Diabetes, metabolic syndrome and obesity : targets and therapy · 2024Review
- Nanopore sequencing reveals methylation changes associated with obesity in circulating cell-free DNA from Göttingen Minipigs.Epigenetics · 2023Article
- Support Provided by Caregivers for Community-Dwelling Obesity Individuals: Focus on Elderly and Hispanics.Healthcare (Basel, Switzerland) · 2023Article
- Racial Disparities in Methylation ofGenes · 2022Article
- Evaluation of the Use of Saliva Metabolome as a Surrogate of Blood Metabolome in Assessing Internal Exposures to Traffic-Related Air Pollution.Environmental science & technology · 2022Article
- Regulation of oxytocin receptor gene expression in obsessive-compulsive disorder: a possible role for the microbiota-host epigenetic axis.Clinical epigenetics · 2022Article
- Circulating Nucleic Acid-Based Biomarkers of Type 2 Diabetes.International journal of molecular sciences · 2021Review
- DNA methylation in infants with low and high body fatness.BMC genomics · 2020Article
- Western Diet: Implications for Brain Function and Behavior.Frontiers in psychology · 2020Review
Corrections and comments
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundEpigenetics could facilitate greater understanding of disparities in the emergence of childhood obesity. While blood is a common tissue used in human epigenetic studies, saliva is a promising tissue. Our prior findings in non-obese preschool-aged Hispanic children identified 17 CpG dinucleotides for which differential methylation in saliva at baseline was associated with maternal obesity status. The current study investigated to what extent baseline DNA methylation in salivary samples in these 3-5-year-old Hispanic children predicted the incidence of childhood obesity in a 3-year prospective cohort.
methodsWe examined a subsample (n = 92) of Growing Right Onto Wellness (GROW) trial participants who were randomly selected at baseline, prior to randomization, based on maternal phenotype (obese or non-obese). Baseline saliva samples were collected using the Oragene DNA saliva kit. Objective data were collected on child height and weight at baseline and 36 months later. Methylation arrays were processed using standard protocol. Associations between child obesity at 36 months and baseline salivary methylation at the previously identified 17 CpG dinucleotides were evaluated using multivariable logistic regression models.
resultsAmong the n = 75 children eligible for analysis, baseline methylation of Cg1307483 (NRF1) was significantly associated with emerging childhood obesity at 36-month follow-up (OR = 2.98, p = 0.04), after adjusting for child age, gender, child baseline BMI-Z, and adult baseline BMI. This translates to a model-estimated 48% chance of child obesity at 36-month follow-up for a child at the 75th percentile of NRF1 baseline methylation versus only a 30% chance of obesity for a similar child at the 25th percentile. Consistent with other studies, a higher baseline child BMI-Z during the preschool period was associated with the emergence of obesity 3 years later, but baseline methylation of NRF1 was associated with later obesity even after adjusting for child baseline BMI-Z.
conclusionsSaliva offers a non-invasive means of DNA collection and epigenetic analysis. Our proof of principle study provides sound empirical evidence supporting DNA methylation in salivary tissue as a potential predictor of subsequent childhood obesity for Hispanic children. NFR1 could be a target for further exploration of obesity in this population.
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