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Complex confounder-corrected R2* mapping for liver iron quantification with MRI
- Source :
- Eur Radiol
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- MRI-based R2* mapping may enable reliable and rapid quantification of liver iron concentration (LIC). However, the performance and reproducibility of R2* across acquisition protocols remain unknown. Therefore, the objective of this work was to evaluate the performance and reproducibility of complex confounder-corrected R2* across acquisition protocols, at both 1.5 T and 3.0 T. In this prospective study, 40 patients with suspected iron overload and 10 healthy controls were recruited with IRB approval and informed written consent and imaged at both 1.5 T and 3.0 T. For each subject, acquisitions included four different R2* mapping protocols at each field strength, and an FDA-approved R2-based method performed at 1.5 T as a reference for LIC. R2* maps were reconstructed from the complex data acquisitions including correction for noise effects and fat signal. For each subject, field strength, and R2* acquisition, R2* measurements were performed in each of the nine liver Couinaud segments and the spleen. R2* measurements were compared across protocols and field strength (1.5 T and 3.0 T), and R2* was calibrated to LIC for each acquisition and field strength. R2* demonstrated high reproducibility across acquisition protocols (p > 0.05 for 96/108 pairwise comparisons across 2 field strengths and 9 liver segments, ICC > 0.91 for each field strength/segment combination) and high predictive ability (AUC > 0.95 for four clinically relevant LIC thresholds). Calibration of R2* to LIC was LIC = − 0.04 + 2.62 × 10−2 R2* at 1.5 T and LIC = 0.00 + 1.41 × 10−2 R2* at 3.0 T. Complex confounder-corrected R2* mapping enables LIC quantification with high reproducibility across acquisition protocols, at both 1.5 T and 3.0 T. • Confounder-corrected R2* of the liver provides reproducible R2* across acquisition protocols, including different spatial resolutions, echo times, and slice orientations, at both 1.5 T and 3.0 T. • For all acquisition protocols, high correlation with R2-based liver iron concentration (LIC) quantification was observed. • The calibration between confounder-corrected R2* and LIC, at both 1.5 T and 3.0 T, is determined in this study.
- Subjects :
- Liver Iron Concentration
medicine.medical_specialty
Iron Overload
Iron
Field strength
Article
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
medicine
Calibration
Humans
Liver iron
Radiology, Nuclear Medicine and imaging
Prospective Studies
Reproducibility
medicine.diagnostic_test
business.industry
Noise effects
Confounding
Reproducibility of Results
Magnetic resonance imaging
General Medicine
Magnetic Resonance Imaging
Liver
030220 oncology & carcinogenesis
Radiology
business
Biomedical engineering
Subjects
Details
- ISSN :
- 14321084 and 09387994
- Volume :
- 31
- Database :
- OpenAIRE
- Journal :
- European Radiology
- Accession number :
- edsair.doi.dedup.....8c96340409846d6b55b027205831bc7c