Advanced Hyperpolarized 13C Metabolic Imaging Protocol for Patients with Gliomas: A Comprehensive Multimodal MRI Approach

Author:

Autry Adam W.1ORCID,Vaziri Sana1,Gordon Jeremy W.1,Chen Hsin-Yu1ORCID,Kim Yaewon1ORCID,Dang Duy1,LaFontaine Marisa1ORCID,Noeske Ralph2,Bok Robert1,Villanueva-Meyer Javier E.13,Clarke Jennifer L.34ORCID,Oberheim Bush Nancy Ann34,Chang Susan M.3,Xu Duan1,Lupo Janine M.1,Larson Peder E. Z.1ORCID,Vigneron Daniel B.135,Li Yan1ORCID

Affiliation:

1. Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA 94158, USA

2. GE HealthCare, 80807 Munich, Germany

3. Department of Neurological Surgery, University of California San Francisco, San Francisco, CA 94143, USA

4. Department of Neurology, University of California San Francisco, San Francisco, CA 94143, USA

5. Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA

Abstract

This study aimed to implement a multimodal 1H/HP-13C imaging protocol to augment the serial monitoring of patients with glioma, while simultaneously pursuing methods for improving the robustness of HP-13C metabolic data. A total of 100 1H/HP [1-13C]-pyruvate MR examinations (104 HP-13C datasets) were acquired from 42 patients according to the comprehensive multimodal glioma imaging protocol. Serial data coverage, accuracy of frequency reference, and acquisition delay were evaluated using a mixed-effects model to account for multiple exams per patient. Serial atlas-based HP-13C MRI demonstrated consistency in volumetric coverage measured by inter-exam dice coefficients (0.977 ± 0.008, mean ± SD; four patients/11 exams). The atlas-derived prescription provided significantly improved data quality compared to manually prescribed acquisitions (n = 26/78; p = 0.04). The water-based method for referencing [1-13C]-pyruvate center frequency significantly reduced off-resonance excitation relative to the coil-embedded [13C]-urea phantom (4.1 ± 3.7 Hz vs. 9.9 ± 10.7 Hz; p = 0.0007). Significantly improved capture of tracer inflow was achieved with the 2-s versus 5-s HP-13C MRI acquisition delay (p = 0.007). This study demonstrated the implementation of a comprehensive multimodal 1H/HP-13C MR protocol emphasizing the monitoring of steady-state/dynamic metabolism in patients with glioma.

Funder

National Institutes of Health

Department of Defense

Glioblastoma Precision Medicine Program

Publisher

MDPI AG

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