# One-Hour Post-Load Glucose Is Associated with Multisystem Complications in People Living with Obesity

**Authors:** Ioanna Mixaki, Michalis G. Prokopakis, Georgios Dimakopoulos, Theodosios D. Filippatos, Kalliopi Kotsa, Theocharis Koufakis

PMC · DOI: 10.3390/biom16020268 · Biomolecules · 2026-02-09

## TL;DR

High glucose levels one hour after a glucose test are linked to multiple health issues in people with obesity, even before diabetes develops.

## Contribution

This study identifies 1-hour post-load glucose as a novel marker for multisystem complications in obesity without diabetes.

## Key findings

- Higher 1-hour glucose levels were associated with hypertension, dyslipidemia, liver disease, and other complications.
- 1-hour glucose showed better discrimination of complications than fasting or 2-hour glucose measurements.
- Insulin levels increased significantly but were less effective in distinguishing complication types.

## Abstract

Background: Obesity is associated with a broad range of complications that frequently develop before the onset of type 2 diabetes mellitus (T2DM). Identifying early metabolic markers associated with such complications is essential for improving risk stratification and supporting complication-driven therapeutic strategies. Plasma glucose measured at 1 h during the oral glucose tolerance test (OGTT) has emerged as a sensitive marker of early dysglycemia and adverse cardiometabolic outcomes, but its relationship with established obesity-related complications in individuals without diabetes remains incompletely characterized. We aimed to investigate the association between 1 h post-load plasma glucose levels during OGTT and obesity-related complications in adults living with obesity without T2DM. Methods: This observational cross-sectional study included 47 adults with obesity evaluated during their first visit to obesity clinics. Individuals with T2DM or prior use of anti-obesity pharmacotherapy were excluded. All participants underwent a standard 75-g OGTT with plasma glucose and insulin measurements at fasting, 1 h, and 2 h. Obesity-related complications were recorded retrospectively through structured questionnaires, clinical assessment, and medical record review. Between-group comparisons were performed using non-parametric tests, and repeated OGTT measurements were analyzed using non-parametric longitudinal models. Results: Higher 1 h post-load glucose levels were observed in participants with arterial hypertension (p < 0.001), dyslipidemia (p = 0.020), metabolic dysfunction-associated steatotic liver disease (p = 0.005), impaired glucose tolerance (p = 0.027), obesity hypoventilation syndrome (p = 0.039), urinary incontinence (p = 0.038), and chronic kidney disease (p = 0.048). In most comparisons, 1 h post-load glucose demonstrated stronger discriminatory capacity than fasting or 2 h glucose values. Insulin levels increased markedly after glucose loading in all participants, reflecting generalized insulin resistance, but showed limited ability to discriminate between complication phenotypes. Conclusions: In people living with obesity without T2DM, elevated 1 h post-load plasma glucose during OGTT is consistently associated with multisystem obesity-related complications. These findings support the clinical relevance of 1 h post-load glucose as an integrated marker of early metabolic and systemic burden that may inform complication-driven risk stratification in obesity. Due to the observational study design, causality cannot be inferred.

## Linked entities

- **Diseases:** type 2 diabetes mellitus (MONDO:0005148), dyslipidemia (MONDO:0002525), metabolic dysfunction-associated steatotic liver disease (MONDO:0013209), obesity hypoventilation syndrome (MONDO:0009763), chronic kidney disease (MONDO:0005300)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, GGT1 (gamma-glutamyltransferase 1) [NCBI Gene 2678] {aka CD224, D22S672, D22S732, GGT, GGT 1, GGTD}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** atherosclerotic cardiovascular disease (MESH:D050197), arterial hypertension (MESH:D000081029), OHS (MESH:C537860), hyperinsulinemia (MESH:D006946), impaired glucose regulation (MESH:C565631), vascular stiffness (MESH:C566112), HT (MESH:D006973), PCOS (MESH:D011085), insulin resistance (MESH:D007333), weight-loss (MESH:D015431), endocrine disorders (MESH:D004700), CKD (MESH:D012080), hepatic disease (MESH:D056486), renal disease (MESH:D007674), adiposity (MESH:D018205), T2DM (MESH:D003924), obesity hypoventilation syndrome (MESH:D010845), -cell dysfunction (MESH:D002292), functional impairment (MESH:D003072), impaired glucose tolerance (MESH:D018149), genitourinary conditions (MESH:D000091642), incontinence (MESH:D014549), dyslipidemia (MESH:D050171), respiratory complication (MESH:D012140), hyperglycemia (MESH:D006943), fibrosis (MESH:D005355), inflammation (MESH:D007249), complication (MESH:D008107), injury to (MESH:D014947), chronic kidney disease (MESH:D051436), OSA (MESH:C535586), gallstones (MESH:D042882), diabetes (MESH:D003920), COPD (MESH:D029424), Obesity (MESH:D009765), organ dysfunction (MESH:D009102), respiratory disorders (MESH:D012131), impaired metabolic flexibility (MESH:D008659), metabolic dysregulation (MESH:D021081)
- **Chemicals:** lipid (MESH:D008055), Glucose (MESH:D005947), water (MESH:D014867), glycemia (MESH:D001786)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12938055/full.md

## References

31 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938055/full.md

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Source: https://tomesphere.com/paper/PMC12938055