Cardiac CT fractal analysis of LV noncompaction and common cardiomyopathies

Ashish Manohar1, Ashley Wong2, Edgard Castillo3

  • 1Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA; Department of Radiology, Stanford University, Stanford, CA, USA; Cardiovascular Institute, Stanford University, Stanford, CA, USA.

Insights

Cardiac CT analysis using fractal dimensions can effectively differentiate left ventricular noncompaction (LVNC) from other cardiomyopathies. This method shows higher fractal dimensions in LVNC, aiding in diagnosis.

Area of Science:

  • Cardiology
  • Medical Imaging
  • Biomedical Engineering

Background:

  • Left ventricular noncompaction (LVNC), or hypertrabeculation, presents diagnostic challenges in differentiating it from other cardiomyopathies.
  • Accurate diagnosis is crucial for appropriate patient management and treatment strategies.

Purpose of the Study:

  • To evaluate the efficacy of cardiac CT in distinguishing LVNC from hypertrophic cardiomyopathy (HCM), dilated cardiomyopathy (DCM), and healthy controls.
  • To assess the utility of fractal analysis of left ventricular (LV) trabeculae for this differentiation.

Main Methods:

  • Retrospective analysis of coronary CT angiography in 313 subjects (Controls, LVNC, HCM, DCM).
  • LV trabecular structure quantified using fractal analysis on CT images, reporting maximum (FDmax) and average (FDglobal) fractal dimensions.
  • Comparison with cardiac MRI (CMR) in a subset of subjects, employing ANOVA, Pearson correlation, and Bland-Altman analysis.

Main Results:

  • Significantly higher FDmax and FDglobal values were observed in the LVNC cohort compared to Control, HCM, and DCM cohorts (p < 0.001 for FDmax).
  • CT-derived fractal dimensions showed a strong correlation with CMR-derived values (r = 0.63, p < 0.0001).
  • CT-derived fractal dimensions were consistently higher than CMR-derived values in the comparative subset.

Conclusions:

  • Cardiac CT-derived fractal dimensions of LV trabecular structure are significantly elevated in LVNC.
  • Fractal analysis using cardiac CT serves as a valuable tool for differentiating LVNC from other cardiomyopathies.
  • CT-derived fractal dimensions correlate strongly with CMR findings, offering a potential alternative imaging modality.
Abstract

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