Evidence map›Paper›PMID 40294628›Full record

ArticleDiabetes care2025

Persistent Hyperglycemia and Insulin Resistance With the Risk of Worsening Cardiac Damage in Adolescents: A 7-Year Longitudinal Study of the ALSPAC Birth Cohort.

Andrew O Agbaje, Justin P Zachariah, Alan R Barker, Craig A Williams, Dimitris Vlachopoulos, Christoph Saner, Tomi-Pekka Tuomainen

Abstract read
In one paragraph

Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
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

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

8 citing papers in PubMed.

  1. Article
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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

7 authors.

Andrew O AgbajeInstitute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-5138-3441
Justin P ZachariahSection of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX.
Alan R BarkerChildren's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, U.K.
Craig A WilliamsChildren's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, U.K.
Dimitris VlachopoulosChildren's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, U.K.
Christoph SanerDivision of Pediatric Endocrinology, Diabetology and Metabolism, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
Tomi-Pekka TuomainenInstitute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.

Funding

Causal mechanisms in adolescent arterial stiffnessR01HL148217 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI ZACHARIAH, JUSTIN P.V. · 2019 to 2023
$2.0M
Aarne Koskelon SäätiöAlfred Kordelin Foundation 230082European Association for the Study of Obesity-Novo Nordisk Foundation New Investigator Award for Childhood Obesity NNF24SA0090437Ida Montin Foundation 20230289Jenny and Antti Wihuri Foundation 00180006Lastentautien Tutkimussäätiö 240417NHLBI NIH HHS R01 HL148217Orion Research FoundationPohjois-Savon Rahasto 65191835Suomen Kulttuurirahasto 00200150Suomen Kulttuurirahasto 00230190Suomen Kulttuurirahasto 00250189Sydääntutkimussäätiö 230012Sydääntutkimussäätiö 240003Wellcome Trust 220021Yrjö Jahnssonin Säätiö 20217390
6 · The paper itself

Abstract

objectiveInsulin resistance (IR) and dysglycemia can induce cardiac remodeling in adulthood, but little evidence exists with respect to cardiac remodeling in youth with and without evidence of new-onset glucose metabolic alterations. This study investigated whether changes in metabolic status from adolescence to young adulthood are associated with the risk of progressive cardiac remodeling and examined potential mechanistic pathways. RESEARCH DESIGN AND

methodsFrom the Avon Longitudinal Study of Parents and Children (ALSPAC), U.K. cohort, 1,595 adolescents, mean (SD) age 17.7 (0.4) years, who had data on fasting plasma glucose and insulin levels, and echocardiography left ventricular (LV) mass indexed for height raised to the power of 2.7 (LVMI2.7) and in whom these factors repeatedly were measured at a clinic visit when they were aged 24 years were included. HOMA-IR was computed, hyperglycemia was defined as glucose concentration of ≥5.6 mmol/L and ≥6.1 mmol/L, and LV hypertrophy was defined as LVMI2.7 ≥51g/m2.7.

resultsThe prevalence of LV hypertrophy increased from 2.4% at baseline to 7.1% at follow-up. Each unit increase of glucose (β = 0.37 g/m2.7 [95% CI 0.23-0.52]; P < 0.001) and HOMA-IR (1.10 g/m2.7 [0.63-1.57]; P < 0.001) was independently associated with increased LVMI2.7 over 7 years. Persistent hyperglycemia of 5.6 mmol/L and 6.1 mmol/L was associated with higher odds (odds ratio [OR] 1.46 [95% CI 1.35-1.47], P < 0.001; and 3.10 [95% CI 1.19-8.08], P = 0.021, respectively) of worsening LV hypertrophy over 7 years. Increased fat mass (62% mediation) significantly mediated the association of increased HOMA-IR with increased LVMI2.7.

conclusionsPersistent adolescent hyperglycemia and worsening IR were associated with the risk of worsening structural and functional cardiac damage, and these were largely explained by increased fat mass.

Indexed as

HyperglycemiaInsulin ResistanceAdolescentBlood GlucoseEchocardiographyFemaleHumansHypertrophy, Left VentricularLongitudinal StudiesMaleVentricular RemodelingYoung AdultBlood Glucose

Identifiers

PMID40294628
PMCPMC12328764

What OpenQuestion holds

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Registered trials

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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.