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March 4, 2026BMC Endocrine Disorders1 citationsOpen Access

Accelerated biological aging is associated with the negative relationship between dietary intake of live microbes and diabetic retinopathy in US diabetic patients

YZYulan ZengXTXiyue TanZWZhigang Wu

Key Points

  • This research aims to explore the relationship between dietary live microbe intake and diabetic retinopathy, focusing on the role of accelerated biological aging.
  • Analyzed data from the National Health and Nutrition Examination Survey 2005–2018
  • Categorized participants into low, medium, and high live microbe intake groups
  • Utilized weighted logistic regression and restricted cubic spline (RCS) analysis
  • Conducted subgroup and sensitivity analyses to validate results.
  • Higher live microbe intake significantly reduced the risk of diabetic retinopathy, with ORs indicating a 35-42% lower risk in medium and high intake groups
  • Nonlinear dose-response identified an inflection point at 262.86 g/day of live microbe intake
  • Biological aging indicators accounted for 8.3% to 14.7% of the relationship with higher live microbe intake.

Abstract

To investigate the association between dietary live microbe intake and diabetic retinopathy (DR), and explore whether accelerated biological aging is linked to this association. Using data from National Health and Nutrition Examination Survey 2005–2018 2279 participants were categorized into low/medium/high live microbe intake groups and MedHi food intake groups (G1/G2/G3). Weighted logistic regression, weighted restricted cubic spline (RCS) and mediation analysis were performed to assess associations with DR. Subgroup analysis and sensitivity analysis were conducted to verify the robustness of the main study results. Higher live microbe intake was associated with lower DR risk: medium (OR = 0.65; 95%CI = 0.45–0.96; p = 0.029) and high (OR = 0.58; 95%CI = 0.38–0.90; p = 0.015) groups vs. low; G2(OR = 0.60; 95%CI = 0.36–0.97; p = 0.039) and G3 (OR = 0.64; 95%CI = 0.43–0.95; p = 0.026) vs. G1. RCS analysis revealed a nonlinear dose-response with an inflection point at 262.86 g/day. PhenoAge (PA) acceleration, Klemera-Doubal Method-Biological Age (KDM-BA) acceleration, and HbA1c were associated with 14.7%, 13.4%, and 8.3% of the relationship for high live microbe intake, and 12.6%, 13.9%, and 8.3% for G3, respectively. Subgroup analysis showed that the association between dietary live microbe intake and DR was generally consistent across subgroups of age, race, BMI, etc. with a significant interaction only in the sex subgroup (P for interaction = 0.02). Sensitivity analysis confirmed the robustness of the main study results. Dietary live microbe intake is inversely associated with DR, with biological aging and glycemic control potentially linked to this relationship. Increasing intake of live microbe-rich foods may be correlated with reduced DR risk.

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Cite This Study

Zeng et al. (2026) studied this question.

synapsesocial.com/papers/69a7ccb2d48f933b5eed8723https://doi.org/10.1186/s12902-026-02197-y
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