Early prediction of cardiac resynchronization therapy response by non-invasive electrocardiogram markers

Med Biol Eng Comput. 2018 Apr;56(4):611-621. doi: 10.1007/s11517-017-1711-1. Epub 2017 Aug 24.

Abstract

Cardiac resynchronization therapy (CRT) is an effective treatment for those patients with severe heart failure. Regrettably, there are about one third of CRT "non-responders", i.e. patients who have undergone this form of device therapy but do not respond to it, which adversely affects the utility and cost-effectiveness of CRT. In this paper, we assess the ability of a novel surface ECG marker to predict CRT response. We performed a retrospective exploratory study of the ECG previous to CRT implantation in 43 consecutive patients with ischemic (17) or non-ischemic (26) cardiomyopathy. We extracted the QRST complexes (consisting of the QRS complex, the S-T segment, and the T wave) and obtained a measure of their energy by means of spectral analysis. This ECG marker showed statistically significant lower values for non-responder patients and, joint with the duration of QRS complexes (the current gold-standard to predict CRT response), the following performances: 86% accuracy, 88% sensitivity, and 80% specificity. In this manner, the proposed ECG marker may help clinicians to predict positive response to CRT in a non-invasive way, in order to minimize unsuccessful procedures.

Keywords: Cardiac resynchronization therapy; Electrocardiogram; Heart failure.

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Cardiac Resynchronization Therapy / adverse effects*
  • Cardiac Resynchronization Therapy / statistics & numerical data*
  • Cardiomyopathies / epidemiology*
  • Cardiomyopathies / therapy*
  • Electrocardiography*
  • Female
  • Heart Failure / epidemiology
  • Humans
  • Male
  • Middle Aged
  • Predictive Value of Tests
  • Retrospective Studies
  • Treatment Outcome