Evidence mapPaperPMID 42210364Full record

ArticleClinical epigenetics2026

Predictive epigenetic biomarkers of successful weight-loss intervention in pre-pubertal children with obesity.

Flavio Palmieri, Pol Castellano-Escuder, Marcela Parra-Vargas, Maria Jesus Leal-Witt, Marta Ramón Krauel, Carles Lerin, Alexandre Perera, Josep C Jiménez-Chillarón

Abstract read
In one paragraph

Article in Clinical epigenetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Flavio Palmieri *Biophysics Unit, Department of Physiological Sciences School of Medicine, University of Barcelona, L'Hospitalet de Llobregat, Spain. flavio.palmieri@upc.edu.
Pol Castellano-Escuder *Heureka Labs, Inc., 1030 N Rogers Ln, Ste 121, PMB 2165, Raleigh, NC, 27610, USA.
Marcela Parra-VargasBiophysics Unit, Department of Physiological Sciences School of Medicine, University of Barcelona, L'Hospitalet de Llobregat, Spain.
Maria Jesus Leal-WittInstitut de Recerca Sant Joan de Déu - Barcelona Children's Hospital, Esplugues del Llobregat, Spain.
Marta Ramón KrauelInstitut de Recerca Sant Joan de Déu - Barcelona Children's Hospital, Esplugues del Llobregat, Spain.
Carles LerinInstitut de Recerca Sant Joan de Déu - Barcelona Children's Hospital, Esplugues del Llobregat, Spain.
Alexandre PereraB2SLab, Institut de Recerca i Innovació en Salut (IRIS), Universitat Politècnica de Catalunya, Barcelona-Tech., Barcelona, Spain.
Josep C Jiménez-ChillarónBiophysics Unit, Department of Physiological Sciences School of Medicine, University of Barcelona, L'Hospitalet de Llobregat, Spain. josep.jimenez@ub.edu.

Funding

Ministerio de Economía y Competitividad Juan de la Cierva Fellowships
6 · The paper itself

Abstract

Childhood obesity represents a major public health challenge, increasing long-term risks such as type 2 diabetes and cardiovascular disease. Lifestyle interventions in prepubertal children are often more effective, but individual responses can vary, highlighting the need for predictive biomarkers to personalize treatment. This study investigated DNA methylation profiles in prepubertal children living with obesity to identify possible epigenetic markers that could predict the success of weight loss interventions. We analyzed a cohort of 26 children who underwent a six-month lifestyle intervention focused on dietary modifications. From 214 differentially methylated CpG sites between high and low responders, we narrowed these to eight key markers. These markers were used to develop a predictive model with a precision 84% in classifying children based on their BMI normalized to changes in the z-score of the age. CpGs were found in genes such as GSDMD, GFRA1 and NRP2, all linked to pathways involved in inflammation, metabolic regulation, and lipid metabolism, which are crucial in the development of obesity. The results suggest that DNA methylation signatures can predict weight loss responses in prepubertal children, offering a novel approach to early-stage obesity intervention. These findings hold promise for the development of personalized treatment strategies in pediatric obesity. However, larger and more diverse cohort studies are needed to confirm the generalizability of these markers and refine the predictive model for broader clinical use.

Indexed as

DNA MethylationPediatric ObesityWeight LossWeight Reduction ProgramsBiomarkersBody Mass IndexChildCpG IslandsEpigenesis, GeneticEpigenomicsFemaleHumansLife StyleMaleBiomarkersChildhood obesityDNA methylationLASSOLifestyle interventionPrediction model

Identifiers

PMID42210364
PMCPMC13220482

What Socratic holds

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.