Cardiac magnetic field map topology quantified by Kullback-Leibler entropy identifies patients with hypertrophic

A Schirdewan1, A Gapelyuk, R Fischer

  • 1Medical Faculty of the Charité, Franz-Volhard-Klinik, Helios Klinikum-Berlin, Wiltbergstr. 50, D-13125 Berlin, Germany. alexander.schirdewan@charite.de

Insights

Cardiac Magnetic Field Mapping (CMFM) shows promise for detecting hypertrophic cardiomyopathy (HCM). This method, using Kullback-Leibler (KL) entropy, offers a new screening tool for HCM families, improving diagnostic accuracy.

Area of Science:

  • Cardiology
  • Biophysics
  • Medical Diagnostics

Background:

  • Hypertrophic cardiomyopathy (HCM) is a common inherited heart disorder.
  • Current diagnostic methods, including genetic testing, have limitations in detection and varied clinical presentation.
  • Prospective screening of HCM families is recommended but challenging.

Purpose of the Study:

  • To investigate the capability of cardiac magnetic field mapping (CMFM) for detecting HCM patients.
  • To introduce and evaluate a combined diagnostic approach using Kullback-Leibler (KL) entropy and regional magnetic field strength.
  • To assess the feasibility of CMFM for screening HCM family members.

Main Methods:

  • Cardiac magnetic field was recorded using a multichannel-LT-SQUID system over the anterior chest wall.
  • CMFM was calculated on a 36-point grid.
  • Analysis included patients with HCM (n=33), healthy controls (n=57), and hypertensive hypertrophy (n=42).
  • KL entropy and regional magnetic field strength parameters were used for quantification.

Main Results:

  • KL entropy alone identified HCM patients with 78.8% sensitivity and 86.9% specificity.
  • The combined approach (KL parameters + regional field strength) improved classification to 87.9% (AUC: 0.94).
  • Discrimination between obstructive and non-obstructive HCM reached 97% with the combined method.
  • Preliminary family screening correctly diagnosed all 22 members.

Conclusions:

  • Cardiac Magnetic Field Mapping (CMFM) with KL entropy-based topology quantification is a suitable tool for HCM screening.
  • This novel approach enhances diagnostic accuracy compared to existing methods.
  • CMFM offers a promising, non-invasive method for early detection in at-risk families.