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ORIGINAL RESEARCH article

Front. Endocrinol.

Sec. Clinical Diabetes

Volume 16 - 2025 | doi: 10.3389/fendo.2025.1602796

This article is part of the Research TopicAdvances in β-cell Development & RegenerationView all 7 articles

Multi-phases of Islet beta-cell Function Change in Type 2 Diabetes Mellitus and its Influencing Factors

Provisionally accepted
Jin  ChengJin ChengJun  LiJun LiYaping  XinYaping Xin*Dongming  ZhangDongming Zhang*
  • Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China

The final, formatted version of the article will be published soon.

Aims: Based on cross-sectional and follow-up data, we aimed to explore the continuous long-term pattern of beta-cell function change in type 2 diabetes and to analyze the relevant influencing factors. Materials and Methods: Data from 2898 type 2 diabetic subjects were retrospectively analyzed. Islet beta-cell function was evaluated by the homeostasis model assessed index (HOMA-β). The pattern of association between HOMA-β and disease duration coverup of 50 years were explored using non-linear regression approaches. Findings were replicated in longitudinal follow-up data from multi-centers. Influencing factors of both residual HOMA-β level and HOMA-β decline rate were investigated. Results: We identified a model including three clear phases of HOMA-β change: an initial ascending phase over 4.2 years from diagnosis (3.34% change per year [95%CI 0.04, 6.52]), followed by a phase of exponential fall up to 20.9 years from diagnosis (-3.04% change per year [95%CI -3.78, -2.29]) and thereafter a low and plateau phase (0.17% change per year [95% CI -0.72, 1.05]). Longitudinal follow-up data verified this model. Higher BMI (OR=1.103 [95%CI 1.047, 1.161]), UA (OR=1.003 [95%CI 1.001, 1.005]), metabolic Syndrome (OR=1.526 [95%CI 1.021, 2.279]) and lower HbA1c (OR=0.695 [95%CI 0.627, 0.771]) levels were independently associated with higher residual HOMA-β level. Earlier diagnosis (Coefficient=0.0009 [95%CI 0.0002, 0.0016]) was independently associated with faster HOMA-β decline. Conclusions: Beta-cell function change in the course of type 2 diabetes was nonlinear with multi-phases. Targeting the factors that affect different phases would contribute to the protection of the disease progression.

Keywords: Beta-cell, C-Peptide, HOMA-β, Insulin, type 2 diabetes

Received: 30 Mar 2025; Accepted: 23 Sep 2025.

Copyright: © 2025 Cheng, Li, Xin and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Yaping Xin, xinyaping0213@163.com
Dongming Zhang, zhangdm2025@126.com

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