Mariotti E, Orton M R, Eerbeek O, Ashruf J F, Zuurbier C J, Southworth R, Eykyn T R
Department of Imaging Chemistry and Biology, Division of Imaging Sciences and Biomedical Engineering, King's College London, King's Health Partners, St. Thomas' Hospital, London, UK.
CR-UK and EPSRC Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden NHS Trust, Sutton, Surrey, SM2 5NG, UK.
NMR Biomed. 2016 Apr;29(4):377-86. doi: 10.1002/nbm.3464. Epub 2016 Jan 18.
Hyperpolarized (13)C MR measurements have the potential to display non-linear kinetics. We have developed an approach to describe possible non-first-order kinetics of hyperpolarized [1-(13)C] pyruvate employing a system of differential equations that agrees with the principle of conservation of mass of the hyperpolarized signal. Simultaneous fitting to a second-order model for conversion of [1-(13)C] pyruvate to bicarbonate, lactate and alanine was well described in the isolated rat heart perfused with Krebs buffer containing glucose as sole energy substrate, or glucose supplemented with pyruvate. Second-order modeling yielded significantly improved fits of pyruvate-bicarbonate kinetics compared with the more traditionally used first-order model and suggested time-dependent decreases in pyruvate-bicarbonate flux. Second-order modeling gave time-dependent changes in forward and reverse reaction kinetics of pyruvate-lactate exchange and pyruvate-alanine exchange in both groups of hearts during the infusion of pyruvate; however, the fits were not significantly improved with respect to a traditional first-order model. The mechanism giving rise to second-order pyruvate dehydrogenase (PDH) kinetics was explored experimentally using surface fluorescence measurements of nicotinamide adenine dinucleotide reduced form (NADH) performed under the same conditions, demonstrating a significant increase of NADH during pyruvate infusion. This suggests a simultaneous depletion of available mitochondrial NAD(+) (the cofactor for PDH), consistent with the non-linear nature of the kinetics. NADH levels returned to baseline following cessation of the pyruvate infusion, suggesting this to be a transient effect.
超极化(13)C磁共振测量有显示非线性动力学的潜力。我们已经开发出一种方法,利用与超极化信号质量守恒原理相符的微分方程组来描述超极化[1-(13)C]丙酮酸可能的非一级动力学。在灌注含有葡萄糖作为唯一能量底物的 Krebs 缓冲液或补充有丙酮酸的葡萄糖的离体大鼠心脏中,对[1-(13)C]丙酮酸转化为碳酸氢盐、乳酸和丙氨酸的二阶模型进行的同时拟合得到了很好的描述。与更传统使用的一级模型相比,二阶建模显著改善了丙酮酸-碳酸氢盐动力学的拟合,并表明丙酮酸-碳酸氢盐通量随时间下降。在丙酮酸输注期间,二阶建模给出了两组心脏中丙酮酸-乳酸交换和丙酮酸-丙氨酸交换的正向和反向反应动力学随时间的变化;然而,相对于传统的一级模型,拟合并没有显著改善。在相同条件下通过对还原型烟酰胺腺嘌呤二核苷酸(NADH)进行表面荧光测量,实验探索了产生二阶丙酮酸脱氢酶(PDH)动力学的机制,结果表明在丙酮酸输注期间NADH显著增加。这表明可用的线粒体NAD +(PDH的辅因子)同时耗尽,这与动力学的非线性性质一致。丙酮酸输注停止后,NADH水平恢复到基线,表明这是一种短暂效应。