Multiparametric Mapping
Tianle Cao, MS
Graduate Student
Cedars-Sinai Medical Center, United States
Tianle Cao, MS
Graduate Student
Cedars-Sinai Medical Center, United States
Alan C. Kwan, MD, MSc
Imaging cardiologist
Cedars-Sinai Medical Center, United States
Kim-Lien Nguyen, MD
Associate Professor
University of California, Los Angeles
Los Angeles, California, United States
Caroline M. Colbert
Graduate Student
University of California, Los Angeles, United States
Hsu-Lei Lee, PhD
Postdoctoral scientist
Cedars-Sinai Medical Center, United States
Yibin Xie, PhD
Asisstant Professor
Cedars-Sinai Medical Center
Los Angeles, California, United States
Anthony G. Christodoulou, PhD
Assistant Professor
Cedars-Sinai Medical Center
Los Angeles, California, United States
Debiao Li, PhD
Professor
Cedars-Sinai Medical Center
Los Angeles, California, United States
Quantitative myocardial tissue characterization has demonstrated potential for early assessment of cardiovascular disease1. Conventionally, multiparametric mapping is performed with separate scans, requiring multiple breath-holds and ECG-triggering. We have recently developed a free-breathing, non-ECG technique for simultaneous T1, T2, T2*, and fat-fraction (FF) mapping in a single 2.5-min scan2. This approach showed agreement with conventional references in a small cohort, which is mostly healthy controls. In this work, we evaluated the performance of this technique in a pilot patient study.
Methods:
The Multitasking sequence (Fig. 1) includes hybrid T2prep/IR preparation modules, followed by radial FLASH readout modules. Acquisitions alternate between a training data readout at 0° spoke and multi-echo imaging data readouts with golden angle increments. The underlying image can be reconstructed by leveraging spatial-temporal correlations3.
The in vivo study was approved by the institutional review board. To validate T1 and T2 measurements, the proposed technique was scanned within a protocol for symptomatic patients suffering from post-acute sequelae of COVID (PASC), where N=13 subjects (age: 52.1 ± 14.5, 7 male) were recruited and scanned on a 3T scanner (MAGNETOM Vida, Siemens Healthineers). MOLLI and T2-prep FLASH were used as T1 and T2 mapping references, respectively.
For further validation on T2* values outside normal native range, our technique was incorporated as part of a clinical study with ferumoxytol enhancement, which mimicked increased myocardial iron content. N=3 patients (age: 70.7 ± 15.5, 2 male) with known ischemic heart diseases (IHD) were scanned on a 3T scanner (MAGNETOM Skyra; Siemens Healthineers). Multi-echo FLASH was used as T2* mapping reference. The images were acquired at baseline and following a 12-min intravenous infusion of ferumoxytol (4.0 mg/kg). The FF measurement was not validated due to the lack of a clinically accepted gold standard for the heart.
Results:
Fig. 2 shows mapping results from Multitasking and available references for two representative PASC patients and an IHD patient pre- and post-ferumoxytol enhancement. The proposed technique produced co-registered maps resembling references and correctly reflected reduced T2* values after contrast administration. The agreement was analyzed using Bland-Altman plots (Fig. 3). The following limits of agreement and coefficients of variation were found: global T1: ±124 ms (6.1%); global T2: ±5 ms (8.8%), and global T2*: ±4 ms (11.2%); segmental T1: ±198 ms (7.7%), segmental T2: ±9 ms (11.4%), and segmental T2*: ±8 ms (20.3%). The limits of agreement and bias were consistent with those of our previous study2.
Conclusion:
Relative to conventional references, the Multitasking CMR generated co-registered maps and consistent measurements in a pilot patient study with a free-breathing, non-ECG scan. Further evaluation in a larger patient cohort with more diverse cardiovascular diseases is warranted.