Phase entropy of gated SPECT-MPI for predicting major adverse cardiovascular events: incremental prognostic value beyond perfusion and function - Summary - MDSpire

Phase entropy of gated SPECT-MPI for predicting major adverse cardiovascular events: incremental prognostic value beyond perfusion and function

  • By

  • Yuxin Xiao

  • Yuting Zhao

  • Zhifang Wu

  • Xiaoli Zhang

  • Yuetao Wang

  • Minfu Yang

  • Sijin Li

  • July 7, 2026

  • 0 min

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Objective:

To determine the independent prognostic value of phase entropy for predicting major adverse cardiovascular events (MACE).

Approach:
  • Study Population: Retrospective analysis of 1,674 coronary artery disease patients undergoing gated SPECT-MPI, followed for a median of 36.6 months.
  • Data Collection: Collected demographic and clinical data, including cardiovascular risk factors and imaging results.
  • Statistical Analysis: Evaluated the association between phase entropy and MACE using multivariable adjustment and predictive modeling.
Key Findings:
  • An U-shaped association between phase entropy and MACE was identified (P = 0.005).
  • Patients with abnormal phase entropy (>53% or ≤31%) exhibited significantly lower survival rates compared to those with normal values (31%–53%, P < 0.001).
  • Phase entropy remained an independent predictor of MACE after multivariable adjustment.
  • Inclusion of phase entropy improved MACE prediction beyond total perfusion deficit (TPD) and left ventricular ejection fraction (LVEF) (P < 0.05).
Interpretation:

Phase entropy ≤31% or >53% correlates with reduced survival.

Limitations:
  • The study is retrospective and may be subject to selection bias.
  • The generalizability of findings may be limited to the specific patient population studied.
Conclusion:

Phase entropy is an independent predictor of MACE, providing prognostic insights beyond traditional measures.

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