Association between the composite CRP–TyG index and incident malignancy risk in hospitalized patients with diabetes: a retrospective cohort study with nonlinear effect analysis - Summary - MDSpire

Association between the composite CRP–TyG index and incident malignancy risk in hospitalized patients with diabetes: a retrospective cohort study with nonlinear effect analysis

  • By

  • Xinyuan Cui

  • Mengru Yuan

  • Yanting Mao

  • Bojin Xu

  • Haiping Zhou

  • Shan Huang

  • Wenfang Peng

  • May 18, 2026

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Objective:

To evaluate the association between the CRP–TyG composite index and the risk of incident malignancy in hospitalized patients with diabetes, emphasizing potential nonlinear effects and their clinical significance.

Key Findings:
  • 344 incident malignancies documented during follow-up.
  • Malignancy risk increased progressively across CRP–TyG quartiles; highest quartile showed HR = 1.92 (95% CI: 1.42–2.60) compared to lowest quartile.
  • Significant nonlinear association with an inflection point at a CRP–TyG z-score of 0.62.
  • Composite index demonstrated better discriminatory performance than CRP or TyG alone, particularly for gastrointestinal cancers.
Interpretation:

The CRP–TyG composite index is independently associated with increased malignancy risk in hospitalized diabetic patients, exhibiting a nonlinear dose–response relationship, which may inform clinical risk stratification.

Limitations:
  • Retrospective design may introduce biases that could affect the results.
  • Potential confounding factors not fully accounted for.
  • Generalizability may be limited to similar inpatient populations.
Conclusion:

The CRP–TyG composite index may serve as a simple biomarker for early malignancy risk stratification in hospitalized patients with diabetes, highlighting its potential role in diabetes management.

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