Deceleration capacity derived from a five-minute electrocardiogram predicts mortality in the general population

Sci Rep. 2024 Dec 19;14(1):30566. doi: 10.1038/s41598-024-83712-w.

Abstract

In contemporary healthcare, effective risk stratification in the general population is vital amidst rising chronic disease rates and an ageing demographic. Deceleration Capacity of the heart rate (DC), derived from 24-hour Holter electrocardiograms, holds promise in risk stratification for cardiac patients. However, the potential of short-term electrocardiograms of five minutes duration for population screening has not been fully explored. Our study aims to investigate the utility of Deceleration Capacity derived from short-term electrocardiograms as a scalable, fully-automated screening tool for predicting long-term mortality risk in the general population. Within a cohort of a representative population-based survey in Germany (KORA-KMC-study), 823 participants with sinus rhythm aged 27 to 76 years at enrollment (females 47.4%) were followed for a median of 13.4 years (IQR 13.1-13.6). All-cause mortality was defined as the primary endpoint and observed in 159 participants. Deceleration Capacity was calculated from 5-minute 12-lead electrocardiograms by a fully automated approach. Participants were divided into three predefined risk categories: DCcategory0 - low-risk (> 4.5ms); DCcategory1 - intermediate-risk (2.5-4.5ms); and DCcategory2 - high-risk (≤ 2.5ms). More than two-thirds of the participants (n = 564, 68.5%) fell into DCcategory0, about one-fifth (n = 168, 20.4%) into DCcategory1, and about one-tenth (n = 91, 11.1%) into DCcategory2. Estimated 13-years mortality in the risk groups was 16.7%, 23.5%, and 49.1%, respectively (p < 0.001). Adjusting for age, life-style-related risk factors, and comorbidities, increased mortality risk was observed for DCcategory2 (HR 2.34, 95%-CI 1.56-3.50). Deceleration Capacity, derived automatically from brief 5-minute electrocardiogram recordings, emerges as a robust, feasible, and independent predictor of long-term mortality risk in the general population.

Keywords: Autonomic regulation; Deceleration capacity of the heart rate; Electrocardiogram; Fully automated biosignal analysis; General population screening; Non-invasive long-term risk stratification.

MeSH terms

  • Adult
  • Aged
  • Deceleration
  • Electrocardiography* / methods
  • Electrocardiography, Ambulatory / methods
  • Female
  • Germany / epidemiology
  • Heart Rate* / physiology
  • Humans
  • Male
  • Middle Aged
  • Risk Assessment / methods
  • Risk Factors