News summary

Triglyceride-glucose–body mass index as an integrated marker for ultrasound-defined diastolic dysfunction: variable importance via machine learning and SHAP analysis in a Chinese community cohort

Source: Frontiers - Health • Published: 08 Oct 2026, 00:00

Summarized by Masters of Longevity from Frontiers - Health.

Reports a community cohort analysis linking an integrated triglyceride-glucose–BMI index to ultrasound-defined diastolic dysfunction and its relative importance via machine learning.

Triglyceride-glucose–body mass index as an integrated marker for ultrasound-defined diastolic dysfunction: variable importance via machine learning and SHAP analysis in a Chinese community cohort
Key Takeaways
  • Higher TyG-BMI was associated with worse echocardiographic diastolic parameters including elevated left atrial volume index and higher E/e' ratio.
  • Participants in the high TyG-BMI group had higher blood pressure, triglycerides, fasting glucose, and lower HDL-C compared with the low group.
  • The high versus low TyG-BMI classification remained independently associated with ultrasound-defined diastolic dysfunction after extensive multivariable adjustment.
Read the full article at Frontiers - Health ↗

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