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Published on: December 16, 2022
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.
Purpose:
To determine whether systematic differences were present between myocardial R2* values obtained with two different decay models: truncation and exponential + constant (Exp-C).
Methods:
Single-center cohorts were used to compare black and bright blood sequences separately, and a multicenter cohort of mixed bright and black blood studies was used to assess the generalizability. Truncated exponential estimates were calculated with CMRtools, which uses a single region of interest (ROI) method. Exp-C estimates were calculated using a pixelwise approach.
Results:
No differences could be distinguished based upon whether a white or black blood sequence was examined. The two fitting algorithms yielded similar R2* values, with R-squared values exceeding 0.997 and a coefficient of variation of 3% to 4%. Results using the pixelwise method yielded a small systematic bias (∼3%) that became apparent in patients with severe iron deposition. This disparity disappeared when Exp-C fitting was used on a single ROI, suggesting that the use of pixelwise mapping was responsible for the bias. In the multicenter cohort, the strong agreement between the two fitting approaches was reconfirmed.
Conclusion:
Cardiac R2* values are independent of the signal model used for its calculation over clinically relevant ranges. Clinicians can compare results among centers using these disparate approaches with confidence.
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