Development of a biomarker panel to predict cardiac resynchronization therapy response: Results from the SMART-AV trial

Heart Rhythm. 2019 May;16(5):743-753. doi: 10.1016/j.hrthm.2018.11.026. Epub 2018 Nov 24.

Abstract

Background: Predicting a favorable cardiac resynchronization therapy (CRT) response holds great clinical importance.

Objective: The purpose of this study was to examine proteins from broad biological pathways and develop a prediction tool for response to CRT.

Methods: Plasma was collected from patients before CRT (SMART-AV [SmartDelay Determined AV Optimization: A Comparison to Other AV Delay Methods Used in Cardiac Resynchronization Therapy] trial). A CRT response was prespecified as a ≥15-mL reduction in left ventricular end-systolic volume at 6 months, which resulted in a binary CRT response (responders 52%, nonresponders 48%; n = 758).

Results: Candidate proteins (n = 74) were evaluated from the inflammatory, signaling, and structural domains, which yielded 12 candidate biomarkers, but only a subset of these demonstrated predictive value for CRT response: soluble suppressor of tumorgenicity-2, soluble tumor necrosis factor receptor-II, matrix metalloproteinase-2, and C-reactive protein. These biomarkers were used in a composite categorical scoring algorithm (Biomarker CRT Score), which identified patients with a high/low probability of a response to CRT (P <.001) when adjusted for a number of clinical covariates. For example, a Biomarker CRT Score of 0 yielded 5 times higher odds of a response to CRT compared to a Biomarker CRT Score of 4 (P <.001). The Biomarker CRT Score demonstrated additive predictive value when considered against a composite of clinical variables.

Conclusion: These unique findings demonstrate that developing a biomarker panel for predicting individual response to CRT is feasible and holds potential for point-of-care testing and integration into evaluation algorithms for patients presenting for CRT.

Trial registration: ClinicalTrials.gov NCT00677014.

Keywords: Biomarker; Cardiac resynchronization therapy response; Clinical algorithm; Heart failure; Multiplex assay; Prediction modeling; Scoring algorithm.

Publication types

  • Randomized Controlled Trial
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Aged
  • Biomarkers / blood
  • C-Reactive Protein / analysis*
  • Cardiac Resynchronization Therapy* / adverse effects
  • Cardiac Resynchronization Therapy* / methods
  • Female
  • Heart Failure* / blood
  • Heart Failure* / diagnosis
  • Heart Failure* / therapy
  • Humans
  • Male
  • Matrix Metalloproteinase 2 / analysis*
  • Outcome Assessment, Health Care / methods
  • Postoperative Period
  • Predictive Value of Tests
  • Prognosis
  • Receptors, Tumor Necrosis Factor, Type II / analysis*

Substances

  • Biomarkers
  • Receptors, Tumor Necrosis Factor, Type II
  • C-Reactive Protein
  • Matrix Metalloproteinase 2

Associated data

  • ClinicalTrials.gov/NCT00677014