# 1-hour post-load plasma glucose: a reliable marker of insulin resistance in type 2 diabetes, as determined by the TyG index

**Authors:** Qingyu Guo, Li Lv, Xinyi Yang, Min Chen, Chen Chen, Ting Chen, Lili Xu, Qiuyue Shen, Ping Gu, Jiaqing Shao

PMC · DOI: 10.3389/fendo.2025.1671040 · Frontiers in Endocrinology · 2026-01-09

## TL;DR

This study shows that 1-hour post-meal glucose levels are a better indicator of insulin resistance in type 2 diabetes than 2-hour levels.

## Contribution

The study demonstrates that 1h-PG is more strongly correlated with the TyG index than 2h-PG in T2DM patients.

## Key findings

- 1h-PG had a stronger positive correlation with the TyG index (r = 0.273) compared to 2h-PG (r = 0.173).
- 1h-PG achieved a higher AUC for predicting insulin resistance than 2h-PG (0.629 vs. 0.589).
- Logistic regression confirmed a stronger association between 1h-PG and the TyG index than 2h-PG.

## Abstract

This study aimed to investigate the correlation between 1-hour postprandial glucose (1h-PG) and the triglyceride-glucose (TyG) index in type 2 diabetes mellitus (T2DM) subjects and to evaluate the predictive utility of 1h-PG for insulin resistance (IR).

Based on the criteria of 1h-PG ≥ 8.6mmol/L and 2h-PG ≥ 11.1mmol/L from the 125-gram standard steamed buns meal test, 1835 T2DM individuals were categorized as follows: Group 1: 1h-PG < 8.6mmol/L; Group 2: 1h-PG ≥ 8.6mmol/L and 2h-PG < 11.1mmol/L; Group 3: 1h-PG ≥ 8.6mmol/L and 2h-PG ≥ 11.1mmol/L. The severity of IR was assessed using the TyG index, with thresholds of > 8.81 for males and > 8.73 for females. Clinical and laboratory parameters, including glucose, C-peptide, insulin and lipid profiles were analyzed. Statistical analyses included Spearman’s correlation, logistic regression, and receiver operating characteristic (ROC) curve analysis.

1h-PG exhibited a more pronounced positive correlation with the TyG index (r = 0.273) than 2h-PG (r = 0.173). A statistically significant increase in the TyG index was observed in Group 2 compared with Group 1. Although Group 3 showed a trend toward a higher TyG index compared to Group 2, the difference was not statistically significant. The higher insulin resistance group exhibited significantly higher 1h-PG levels compared to the lower insulin resistance group. Logistic regression confirmed that the association between 1h-PG and the TyG index was stronger (OR = 1.170, 95% CI: 1.133–1.209, P < 0.001) than that of 2h-PG (OR = 1.091, 95% CI: 1.062–1.121, P < 0.001). ROC analysis revealed that 1h-PG achieved a higher AUC for predicting IR than 2h-PG (0.629 vs. 0.589, P < 0.0001).

Among T2DM subjects, 1h-PG shows a stronger association with the TyG index than 2h-PG. These findings support the potential of 1h-PG as a more sensitive and cost-effective marker for early identification of insulin resistance, offering clinical utility in diabetes diagnosis and management.

## Linked entities

- **Diseases:** type 2 diabetes mellitus (MONDO:0005148)

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}
- **Diseases:** T2DM (MESH:D003924), IR (MESH:D007333), diabetes (MESH:D003920)
- **Chemicals:** lipid (MESH:D008055), glucose (MESH:D005947), 1h-PG (-), C-peptide (MESH:D002096), triglyceride (MESH:D014280)

## Full text

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## Figures

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## References

29 references — full list in the complete paper: https://tomesphere.com/paper/PMC12827064/full.md

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Source: https://tomesphere.com/paper/PMC12827064