Evidence map›Paper›PMID 39315630›Full record

ArticleThe Journal of clinical endocrinology and metabolism2025

Methylglyoxal Mediates the Association Between 2-Hour Plasma Glucose and HbA1c With Inflammation: The Maastricht Study.

Dijia Sun, Marleen M J van Greevenbroek, Jean L J M Scheijen, Jaycey Kelly, Casper G Schalkwijk, Kristiaan Wouters

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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 4 papers.

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0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Dijia SunDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Marleen M J van GreevenbroekDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Jean L J M ScheijenDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Jaycey KellyDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Casper G SchalkwijkDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
Kristiaan WoutersDepartment of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.ORCID 0000-0001-7127-6950

Funding

Care and Public Health Research InstituteCARIMDutch Ministry of Economic Affairs 31O.041European Regional Development FundHealth Foundation LimburgJanssen-Cilag B.VNovo Nordisk Farma B.VNUTRIMPearl String Initiative DiabetesSanofi-Aventis Netherlands B.VSchool CAPHRISchool for Cardiovascular DiseasesSchool of Nutrition and Translational Research in MetabolismStichting AnnadalStichting De WeijerhorstZonMw 849200001
6 · The paper itself

Abstract

contextGlucose excursions in persons with diabetes may drive chronic inflammation. Methylglyoxal (MGO) is formed from glucose, is elevated in persons with diabetes, and is a potent glycating agent linked with inflammation.

objectiveWe investigated whether glucose excursions are associated with low-grade inflammation and whether MGO mediates this association.

methodsWe used data from The Maastricht Study, an extensive phenotyping study into the etiology of type 2 diabetes and its complications. Data of 3017 participants, who underwent an oral glucose tolerance test and where data on MGO levels and inflammation were available, were used. Linear regression analyses, adjusted for potential confounders, evaluated associations between fasting plasma glucose (FPG), 2-hour plasma glucose (2h-PG) and HbA1c, and low-grade inflammation (stdβ, [95% CI]) were calculated from plasma concentrations of C-reactive protein, serum amyloid A, interleukin-6, interleukin-8, tumor necrosis factor, and soluble intercellular adhesion molecule-1. Mediation analyses investigated whether MGO mediated these associations.

results2h-PG (0.172, [0.110; 0.234]) and HbA1c (0.148, [0.101; 0.196]), but not FPG (0.049, [-0.002; 0.100]), were associated with low-grade inflammation. 2h-PG and HbA1c were also associated with 2h-MGO (0.471, [0.407; 0.534], and 0.244, [0.195; 0.294], respectively). Furthermore, 2h-MGO was independently and positively associated with low-grade inflammation (0.078, [0.037; 0.120]). 2h-MGO mediated 23% of the association between 2h-PG and inflammation, and 16% of the association between HbA1c and inflammation.

conclusionMGO mediates the association between postload glucose excursions and HbA1c with inflammation, providing evidence for a role of postprandial MGO formation to hyperglycemia-induced low-grade inflammation.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2Glycated HemoglobinInflammationPyruvaldehydeAgedFemaleGlucose Tolerance TestHumansMaleMiddle AgedBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanPyruvaldehydecardiovascular complicationsdiabetesinflammationmethylglyoxal

Identifiers

PMID39315630
PMCPMC12187126

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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.