A pharmacokinetic model for hyperpolarized 13C‐pyruvate MRI when using metabolite‐specific bSSFP sequences

Author:

Sahin Sule12ORCID,Garnæs Marie Frederikke3,Bennett Anna2,Dwork Nicholas4ORCID,Tang Shuyu5ORCID,Liu Xiaoxi2ORCID,Vaidya Manushka2ORCID,Wang Zhen Jane2,Larson Peder E. Z.12ORCID

Affiliation:

1. UC Berkeley–UCSF Graduate Program in Bioengineering, University of California, Berkeley and University of California San Francisco California USA

2. Radiology and Biomedical Imaging University of California San Francisco California USA

3. Department of Health Technology Technical University of Denmark Kongens Lyngby Denmark

4. Biomedical Informatics and Radiology University of Colorado Anschutz Medical Campus Aurora Colorado USA

5. Vista.ai Palo Alto California USA

Abstract

AbstractPurposeMetabolite‐specific balanced SSFP (MS‐bSSFP) sequences are increasingly used in hyperpolarized [1‐13C]Pyruvate (HP 13C) MRI studies as they improve SNR by refocusing the magnetization each TR. Currently, pharmacokinetic models used to fit conversion rate constants, kPL and kPB, and rate constant maps do not account for differences in the signal evolution of MS‐bSSFP acquisitions.MethodsIn this work, a flexible MS‐bSSFP model was built that can be used to fit conversion rate constants for these experiments. The model was validated in vivo using paired animal (healthy rat kidneys n = 8, transgenic adenocarcinoma of the mouse prostate n = 3) and human renal cell carcinoma (n = 3) datasets. Gradient echo (GRE) acquisitions were used with a previous GRE model to compare to the results of the proposed GRE‐bSSFP model.ResultsWithin simulations, the proposed GRE‐bSSFP model fits the simulated data well, whereas a GRE model shows bias because of model mismatch. For the in vivo datasets, the estimated conversion rate constants using the proposed GRE‐bSSFP model are consistent with a previous GRE model. Jointly fitting the lactate T2 with kPL resulted in less precise kPL estimates.ConclusionThe proposed GRE‐bSSFP model provides a method to estimate conversion rate constants, kPL and kPB, for MS‐bSSFP HP 13C experiments. This model may also be modified and used for other applications, for example, estimating rate constants with other hyperpolarized reagents or multi‐echo bSSFP.

Funder

Danmarks Grundforskningsfond

American Cancer Society

National Institutes of Health

Publisher

Wiley

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