Study on the construction of a risk assessment model for type 2 diabetes complications based on GlycA and HDL1-TC - Takeaways - MDSpire

Study on the construction of a risk assessment model for type 2 diabetes complications based on GlycA and HDL1-TC

  • By

  • Jinxin Kou

  • Jingjing Tie

  • Minjie Li

  • Qing Tang

  • Hui Sun

  • Zhen Wei

  • Yang Zhao

  • Ying Liu

  • Xianfei Zeng

  • June 8, 2026

  • 0 min

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  • 1

    The study developed a risk assessment model for complications in type 2 diabetes using GlycA and HDL1-TC alongside clinical variables.

  • 2

    A total of 228 adults with type 2 diabetes were included in the retrospective cross-sectional study conducted in 2023.

  • 3

    Key variables retained in the model included age, diabetes duration, fasting plasma glucose, GlycA, and HDL1-TC.

  • 4

    The model demonstrated good fit and discrimination, with an AUC of 0.82, indicating effective risk stratification for T2DM complications.

  • 5

    Causal inference and temporal prediction were not established due to the study's cross-sectional design.

Original Source(s)

Study on the construction of a risk assessment model for type 2 diabetes complications based on GlycA and HDL1-TC

  • by Jinxin Kou, Jingjing Tie, Minjie Li, Qing Tang, Hui Sun, Zhen Wei, Yang Zhao, Ying Liu, Xianfei Zeng

  • June 8, 2026

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