10Nov 2021
Incorporation of Natriuretic Peptides with Clinical Risk‐scores to Predict Heart Failure Among Individuals with Dysglycemia

Incorporation of Natriuretic Peptides with Clinical Risk‐scores to Predict Heart Failure Among Individuals with Dysglycemia

To evaluate the performance of the WATCH‐DM risk score, a clinical risk score for heart failure (HF), in patients with dysglycemia and in combination with natriuretic peptides (NP). Adults with diabetes/pre‐diabetes free of HF at baseline from 4 cohort studies (ARIC, CHS, FHS, and MESA) were included. The machine learning‐ [WATCH‐DM(ml)] and integer‐based [WATCH‐DM(i)] scores were used to estimate the 5‐year risk of incident HF. Discrimination was assessed by Harrell's concordance index (C‐index) and calibration by the Greenwood‐Nam‐D'Agostino (GND) statistic. Improvement in model performance with the addition of NP‐levels was assessed by C‐index and continuous net reclassification improvement (NRI). Of the 8938 participants included, 3554 (39.8%) had diabetes and 432 (4.8%) developed HF within 5‐years...

  • #cardiology

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