Cardiac R2* values are independent of the image analysis approach employed

Antonella Meloni1, Hugh Young Rienhoff, Amber Jones

  • 1CMR Unit, Fondazione G. Monasterio CNR-Regione Toscana and Institute of Clinical Physiology, Pisa, Italy; Division of Cardiology, Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, California, USA.

Insights

Cardiac R2* values are consistent across different signal decay models, including truncation and exponential+constant (Exp-C). This finding ensures reliable myocardial iron quantification, allowing clinicians to confidently compare results from various centers and methods.

Area of Science:

  • Cardiovascular Magnetic Resonance (CMR) imaging
  • Biomedical data analysis
  • Quantitative MRI techniques

Background:

  • Myocardial R2* quantification is crucial for assessing iron overload.
  • Different signal decay models exist for R2* calculation.
  • Understanding model-specific differences is essential for consistent clinical interpretation.

Purpose of the Study:

  • To compare myocardial R2* values derived from two decay models: truncation and exponential+constant (Exp-C).
  • To assess the impact of different fitting approaches (single ROI vs. pixelwise) on R2* measurements.
  • To evaluate the generalizability of findings across single and multicenter cohorts.

Main Methods:

  • Comparison of R2* values from truncation and Exp-C models using single-center black/bright blood sequences.
  • Assessment of generalizability with a multicenter cohort of mixed sequences.
  • Utilized CMRtools for truncated exponential estimates (single ROI) and a pixelwise approach for Exp-C estimates.

Main Results:

  • No significant differences in R2* values were observed between black and bright blood sequences.
  • Both fitting algorithms showed high agreement (R-squared > 0.997, CV 3-4%).
  • A minor systematic bias (~3%) was noted with pixelwise Exp-C in severe iron deposition, which resolved using a single ROI Exp-C approach, indicating pixelwise mapping as the source of bias.

Conclusions:

  • Cardiac R2* values are independent of the signal decay model used within clinically relevant ranges.
  • Clinicians can confidently compare R2* results across centers employing different calculation methods.
  • The choice of fitting approach (single ROI vs. pixelwise) can influence measurements in cases of severe iron overload.
Abstract

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