학술논문

Fractional Perfusion: A Simple Semi-Parametric Measure for Hyperpolarized 13C MR
Document Type
Periodical
Source
IEEE Transactions on Radiation and Plasma Medical Sciences IEEE Trans. Radiat. Plasma Med. Sci. Radiation and Plasma Medical Sciences, IEEE Transactions on. 3(4):523-527 Jul, 2019
Subject
Nuclear Engineering
Engineered Materials, Dielectrics and Plasmas
Bioengineering
Computing and Processing
Fields, Waves and Electromagnetics
Magnetic resonance imaging
Kidney
Substrates
Positron emission tomography
Dynamic contrast enhanced (DCE)
fractional perfusion
hyperpolarization
kidney
magnetic resonance imaging (MRI)
metabolism
Language
ISSN
2469-7311
2469-7303
Abstract
Hyperpolarized 13 C magnetic resonance imaging is a promising tool for in-vivo metabolic interrogation of disease states and treatment efficacy assessment. The method is currently limited by the lack of good quantitative measures, particularly in humans where large variations in transport kinetics have been reported. Here, we introduce a novel model-free method for quantification of metabolic information in dynamic hyperpolarized imaging data. Fractional perfusion is defined as the metabolic conversion corrected for substrate delivery, and is achieved by scaling the area under the curve of the hyperpolarized signals with the tissue perfusion. Rats subjected to unilateral ischemia reperfusion injury (IRI) were used. The proposed fractional perfusion was investigated using hyperpolarized [1- 13 C] pyruvate and ${ \alpha }$ -trideuteromethyl-[ 15 N]glutamine, and then compared with 1 H dynamic contrast enhanced perfusion imaging. We demonstrate that hyperpolarized 13 C-metabolites can be used to quantify the energy demand by mapping both the injected biomarker perfusion and the metabolic conversion such that the pyruvate concentration curve can be a surrogate marker for perfusion in cases where other perfusion assessment is not directly obtainable. In the case of IRI, the obtained perfusion parameters allowed the fractional perfusion approach to differentiate an alteration in metabolic conversion by accounting for differences in pyruvate delivery.