TyG-WHtR predicts incident type 2 diabetes mellitus in NAFLD: a 12-year prospective cohort study - Report - MDSpire

TyG-WHtR predicts incident type 2 diabetes mellitus in NAFLD: a 12-year prospective cohort study

  • By

  • Nan’nan Chen

  • Jiang Li

  • Gang Li

  • Faming Zhao

  • May 1, 2026

  • 0 min

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Clinical Report: The Role of TyG-WHtR in Forecasting New Cases of T2DM

Overview

This study evaluates the predictive capacity of metabolic composite indices for type 2 diabetes mellitus (T2DM) in patients with nonalcoholic fatty liver disease (NAFLD). The triglyceride–glucose–waist–height ratio (TyG-WHtR) emerged as a significant predictor, demonstrating moderate but consistent discriminatory capacity.

Background

The rising prevalence of nonalcoholic fatty liver disease (NAFLD) is a major public health concern, significantly increasing the risk of type 2 diabetes mellitus (T2DM). Understanding the predictive value of metabolic indices in this population is crucial for early intervention and management. This study focuses on the effectiveness of various metabolic indices in forecasting T2DM among NAFLD patients.

Data Highlights

IndexHazard Ratio (HR)95% Confidence Interval (CI)
TyG-WC1.801.56–2.07
TyG-WHtR1.771.54–2.04
TyG-BMI1.701.47–1.96
VAI1.291.15–1.42

Key Findings

  • All twelve metabolic indices showed a significant correlation with new-onset T2DM in NAFLD patients.
  • The TyG-WHtR index had the highest predictive accuracy (AUC = 0.680) among the indices evaluated.
  • Subgroup analyses revealed no significant interactions affecting the predictive capacity of the indices.
  • All associations between the indices and T2DM onset were linear, indicating consistent predictive relationships.
  • The TyG-WC index demonstrated a slightly higher hazard ratio compared to TyG-WHtR, but not statistically significant.

Clinical Implications

Healthcare professionals should consider the TyG-WHtR as a valuable tool for assessing T2DM risk in NAFLD patients. Regular monitoring of metabolic indices can facilitate early identification and management of patients at risk for developing T2DM.

Conclusion

The study confirms that metabolic composite indices, particularly TyG-WHtR, are effective in predicting T2DM in NAFLD patients. These findings underscore the importance of integrating metabolic assessments into routine clinical practice for this high-risk population.

References

  1. Frontiers in Endocrinology, 2026 -- Assessing the Triglyceride-Glucose Index as a Predictor of Diabetic Retinopathy in Chinese Individuals with Type 2 Diabetes: A Preliminary Cross-Sectional Analysis
  2. The Journal of Clinical Endocrinology & Metabolism, 2026 -- Lower Neutrophil Levels Linked to Decreased Incidence of Type 2 Diabetes: Findings from the CORDIOPREV Trial
  3. Clinical Research in Cardiology, 2023 -- Association Between Non-Alcoholic Fatty Liver Disease (NAFLD) and the Development of New Heart Failure: A Retrospective Study Involving 173,966 Patients
  4. Frontiers in Endocrinology, 2026 -- Beyond the triglyceride-glucose index, the cholesterol-high-density lipoprotein-glucose index as a superior predictor for diabetes risk in patients with major adverse cardiovascular events: dual evidence from the CHARLS database and real-world data
  5. Comprehensive Medical Evaluation and Assessment of Comorbidities: Standards of Care in Diabetes—2026 - PMC
  6. Association of TyG-related indices with incident DM among NAFLD patients: a retrospective study - PMC
  7. Comprehensive Medical Evaluation and Assessment of Comorbidities: Standards of Care in Diabetes—2026
  8. Association of TyG-related indices with incident DM among NAFLD patients: a retrospective study - PMC

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