Predictive value of major adverse cardiac events by T2-mapping texture analysis of the myocardial remote zone in patients with acute myocardial infarction

Clin Radiol. 2022 Mar;77(3):e241-e249. doi: 10.1016/j.crad.2021.12.015. Epub 2022 Jan 15.

Abstract

Aim: To assess the predictive value of major adverse cardiac events (MACEs) in patients with acute myocardial infarction (AMI) by T2-mapping texture analysis (TA) of the myocardial remote zone.

Materials and methods: Data from 155 patients, who were diagnosed with AMI and were treated with primary percutaneous coronary intervention (PPCI), and 32 healthy controls who underwent cardiac magnetic resonance imaging (CMRI) were analysed retrospectively. T2-mapping TA of the myocardial remote zone was conducted accordingly. The patients were divided into two subgroups according to the occurrence of MACEs. The primary outcome was a composite of MACEs.

Results: Among 155 patients, 32 (20.6%) patients suffered MACEs, and the most common event was non-sustained ventricular tachycardia (84.3%). Five independent texture features on T2-mapping were selected: Perc.50%, S(4,-4)AngScMom, S(1,1)InvDfMom, S(0,2)DifEntrp, and Horzl_LngREmph. Among them, the mean value of Horzl_LngREmph in the myocardial remote zone among all patients, MACEsnegative, and MACEs-positive was 21.64, 19.12, and 34.52, respectively. Horzl_LngREmph provided the highest area under the receiver operating characteristic (ROC) curve (AUC) value, which enabled two subgroups to be distinguished (AUC = 0.914, p<0.05). According to the results of the univariate analysis, combined with late gadolinium enhancement (LGE) extent and the presence of left ventricular hypertrophy, Horzl_LngREmph, was strongly associated with the occurrence of MACEs (p<0.05, hazard ratio: 1.64, 95% confidence interval: 1.10-4.51).

Conclusion: Together with LGE extent, Horzl_LngREmph, a texture feature obtained from T2-mapping TA of the myocardial remote zone, could predict the occurrence of MACEs in AMI patients.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Case-Control Studies
  • Female
  • Heart / diagnostic imaging*
  • Heart Failure / etiology
  • Humans
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Myocardial Infarction / complications
  • Myocardial Infarction / diagnostic imaging*
  • Myocardial Infarction / pathology
  • Myocardial Infarction / surgery
  • Myocardium / pathology
  • Percutaneous Coronary Intervention
  • Predictive Value of Tests
  • Retrospective Studies
  • Stroke / etiology
  • Tachycardia, Ventricular / etiology