Cardiovascular

Association between glycated hemoglobin A1c and diabetic retinopathy in adults with type 2 diabetes mellitus residing at high altitudes.

TL;DR

Among high-altitude adults with T2DM, HbA1c exhibited a linear positive association with prevalent DR, with the association being strongest in those with low eGFR plus high BMI (OR 1.38, 95% CI 1.20–1.59).

Key Findings

The prevalence of diabetic retinopathy among adults with type 2 diabetes mellitus residing at high altitude was 26.6%.

  • 277 out of 1040 participants were diagnosed with DR.
  • DR was diagnosed by fundus photography.
  • The study population resided in Qinghai Province, stratified into two altitude groups: 1800–2500 m and ≥2500 m.
  • No low-altitude comparison group was included in the study design.

Each 1% increase in HbA1c was independently associated with 19% higher odds of prevalent diabetic retinopathy after full adjustment.

  • OR 1.19 (95% CI 1.12–1.25) per 1% increase in HbA1c.
  • The association was observed after full covariate adjustment using logistic regression.
  • Restricted cubic spline analyses revealed no evidence of nonlinearity in the HbA1c–DR association.
  • The association was characterized as a linear positive relationship.

Altitude group did not significantly modify the association between HbA1c and diabetic retinopathy.

  • P for interaction = 0.213 for altitude as an effect modifier.
  • Two altitude strata were compared: 1800–2500 m vs. ≥2500 m.
  • Stratified and interaction analyses were performed to assess effect modification.

Estimated glomerular filtration rate (eGFR) significantly modified the association between HbA1c and diabetic retinopathy.

  • P for interaction = 0.031 for eGFR as an effect modifier.
  • The association between HbA1c and DR strengthened with lower eGFR (P for trend = 0.016).
  • The modifying effect of eGFR was characterized as statistically significant.

Body mass index (BMI) showed a borderline modifying effect on the association between HbA1c and diabetic retinopathy.

  • P for interaction = 0.061 for BMI as an effect modifier.
  • The association between HbA1c and DR strengthened with higher BMI (P for trend = 0.013).
  • The authors characterized the BMI interaction as 'borderline' and described the modifying trend as 'exploratory' requiring additional confirmation.

The combination of low eGFR and high BMI was associated with the strongest HbA1c–DR relationship.

  • OR 1.38 (95% CI 1.20–1.59) per 1% increase in HbA1c in the low eGFR plus high BMI subgroup.
  • This was the highest OR observed across all subgroup combinations.
  • The finding suggests a joint influence of renal function and weight status on glycemic-retinopathy risk.

The study design was a retrospective, hospital-based, cross-sectional study of 1040 adults with type 2 diabetes mellitus at high altitude.

  • Participants resided in Qinghai Province, China.
  • Altitude was stratified into two groups: 1800–2500 m and ≥2500 m.
  • Analytical methods included logistic regression, restricted cubic spline analyses, and stratified and interaction analyses.
  • No low-altitude comparison group was included.

What This Means

This research examined whether blood sugar control — measured by HbA1c, a standard marker reflecting average blood glucose over several months — is linked to diabetic eye disease (diabetic retinopathy) in people with type 2 diabetes who live at high altitudes in Qinghai Province, China. Among the 1,040 participants studied, about one in four (26.6%) had diabetic retinopathy. The study found that for every 1% rise in HbA1c, the likelihood of having diabetic retinopathy increased by approximately 19%, and this relationship was consistent and linear — meaning there was no threshold below which higher HbA1c stopped mattering. Importantly, the study also found that kidney function and body weight appeared to amplify this relationship. People with lower kidney filtration rates (indicating poorer kidney function) and those with higher BMI showed a stronger link between blood sugar levels and eye disease. In people with both low kidney function and high BMI, the odds of retinopathy rose by 38% for each 1% increase in HbA1c. Altitude itself (comparing those living at 1,800–2,500 meters versus above 2,500 meters) did not appear to change the strength of the HbA1c–retinopathy relationship. This research suggests that in high-altitude populations with type 2 diabetes, glycemic control alone may not fully capture retinopathy risk — kidney health and weight status may also need to be considered together when evaluating who is most at risk for diabetic eye disease. Because the study was cross-sectional (a snapshot in time), it cannot establish that high HbA1c causes retinopathy, and the BMI interaction finding is described by the authors as exploratory and requiring further confirmation.

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Citation

Chen Y, Zhang B, Liu Y, Wang H, Tong L, Xi G, et al.. (2026). Association between glycated hemoglobin A1c and diabetic retinopathy in adults with type 2 diabetes mellitus residing at high altitudes.. Frontiers in endocrinology. https://doi.org/10.3389/fendo.2026.1889928