Evidence map›Paper›PMID 39690980›Full record

ArticleThe Journal of clinical endocrinology and metabolism2025

Adult-based Genetic Risk Scores for Insulin Resistance Associate With Cardiometabolic Traits in Children and Adolescents.

Sufyan Suleman, Yun Huang, Rasmus Tanderup Jensen, Axel Illeris Poggi, Sara Bech Christensen, Maria Martens Fraulund, Louise Vølund Anderson, Sara Elizabeth Stinson, Cilius Esmann Fonvig, Oluf Pedersen and 3 more

Abstract read
In one paragraph

Article in The Journal of clinical endocrinology and metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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

13 authors.

Sufyan SulemanNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.ORCID 0000-0001-6612-6915
Yun HuangNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.
Rasmus Tanderup JensenNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.
Axel Illeris PoggiNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.
Sara Bech ChristensenThe Children's Obesity Clinic, accredited European Centre for Obesity Management, Department of Paediatrics, Copenhagen University Hospital Holbaek, Holbaek 4300, Denmark.
Maria Martens FraulundThe Children's Obesity Clinic, accredited European Centre for Obesity Management, Department of Paediatrics, Copenhagen University Hospital Holbaek, Holbaek 4300, Denmark.
Louise Vølund AndersonThe Children's Obesity Clinic, accredited European Centre for Obesity Management, Department of Paediatrics, Copenhagen University Hospital Holbaek, Holbaek 4300, Denmark.
Sara Elizabeth StinsonNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.ORCID 0000-0002-1491-9179
Cilius Esmann FonvigNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.
Oluf PedersenNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.ORCID 0000-0002-3321-3972
Jens-Christian HolmNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.
Torben HansenNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.ORCID 0000-0001-8748-3831
Niels GrarupNovo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark.ORCID 0000-0001-5526-1070

Funding

Independent Research Fund Denmark 1030-00280BNovo Nordisk Foundation NNF18CC0034900Novo Nordisk Foundation NNF23SA0084103The Novo Nordisk Foundation Copenhagen Bioscience PhD Programme NNF18CC0033668
6 · The paper itself

Abstract

contextInsulin resistance (IR) is a key factor in the development of cardiometabolic diseases. While genetic risk scores (GRSs) for IR have been developed and validated in adult populations, it is unclear if they can be used for risk assessment in youth.

objectiveOur objective was to investigate whether adult-derived GRSs for IR associate with cardiometabolic traits in children and adolescents.

methodsWe studied a group of children and adolescents with obesity (n = 1680) and a group without obesity (n = 1804). We constructed 3 GRSs based on fasting (IR-GRS27), oral glucose tolerance test (IR-GRS8), and IR-related phenotypes (IR-GRS51) from previous genome-wide association studies. Using an additive genetic model, we calculated weighted GRSs and analyzed their associations with cardiometabolic traits using linear and logistic regression models.

resultsThe IR-GRS27 was associated with higher serum concentrations of fasting insulin, C-peptide, triglycerides (TG), gamma-glutamyl transferase and alanine aminotransferase (ALT), and homeostatic model assessment of insulin resistance. The IR-GRS27 was furthermore associated with a higher prevalence of IR and ALT. IR-GRS51 was associated with higher TG and lower high-density lipoprotein cholesterol, while IR-GRS8 associated with lower total cholesterol, low-density lipoprotein cholesterol, and increased ALT. IR-GRS27 and IR-GRS8 were additionally associated with a higher prevalence of IR and steatotic liver disease, respectively.

conclusionAdult-derived GRSs for IR are significantly associated with cardiometabolic traits in children and adolescents. If validated in independent study samples, our findings suggest the contribution of adult-based GRSs in assessing IR-related cardiometabolic risk in youth.

Indexed as

Cardiovascular DiseasesGenetic Predisposition to DiseaseInsulin ResistancePediatric ObesityAdolescentAdultCardiometabolic Risk FactorsChildFemaleGenetic Risk ScoreGenome-Wide Association StudyGlucose Tolerance TestHumansMalePhenotypePolymorphism, Single Nucleotideadipositychildhood obesitygenetic predispositionmetabolic disordersoverweight

Identifiers

PMID39690980
PMCPMC12342385

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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 OpenQuestion graph.