Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA.
Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA.
Magn Reson Med. 2021 Feb;85(2):978-986. doi: 10.1002/mrm.28466. Epub 2020 Aug 15.
To generate dynamic, volumetric maps of hyperpolarized [1- C]pyruvate and its metabolic products in vivo.
Maps of chemical species were generated with iterative least squares (IDEAL) reconstruction from multiecho echo-planar imaging (EPI) of phantoms of thermally polarized C-labeled chemicals and mice injected with hyperpolarized [1- C]pyruvate on a preclinical 3T scanner. The quality of the IDEAL decomposition of single-shot and multishot phantom images was evaluated using quantitative results from a simple pulse-and-acquire sequence as the gold standard. Time course and area-under-the-curve plots were created to analyze the distribution of metabolites in vivo.
Improved separation of chemical species by IDEAL, evaluated by the amount of residual signal measured for chemicals not present in the phantoms, was observed as the number of EPI shots was increased from one to four. Dynamic three-dimensional metabolite maps of [1- C]pyruvate,[1- C]pyruvatehydrate, [1- C]lactate, [1- C]bicarbonate, and [1- C]alanine generated by IDEAL from interleaved multishot multiecho EPI of live mice were used to construct time course and area-under-the-curve graphs for the heart, kidneys, and liver, which showed good agreement with previously published results.
IDEAL decomposition of multishot multiecho 13C EPI images is a simple, yet robust method for generating high-quality dynamic volumetric maps of hyperpolarized [1- C]pyruvate and its products in vivo and has potential applications for the assessment of multiorgan metabolic phenomena.
生成体内[1- 13 C]丙酮酸及其代谢产物的动态、容积图谱。
使用迭代最小二乘(IDEAL)重建,从热极化[13 C]标记化学物质的多回波 EPI 体模和注射了极化[1- 13 C]丙酮酸的小鼠的多回波 EPI 中生成化学物质图谱。使用来自简单脉冲和采集序列的定量结果作为金标准,评估单-shot 和多-shot 体模图像的 IDEAL 分解的质量。创建时间过程和曲线下面积图以分析体内代谢物的分布。
通过 IDEAL 观察到化学物质的分离得到改善,通过测量未在体模中存在的化学物质的残留信号来评估,随着 EPI 拍摄次数从一次增加到四次而得到改善。通过来自活鼠的交错多-shot 多回波 EPI 的 IDEAL 生成的[1- 13 C]丙酮酸、[1- 13 C]丙酮酸水合物、[1- 13 C]乳酸、[1- 13 C]碳酸氢盐和[1- 13 C]丙氨酸的动态三维代谢物图谱用于构建心脏、肾脏和肝脏的时间过程和曲线下面积图,与之前发表的结果吻合良好。
多-shot 多回波 13 C EPI 图像的 IDEAL 分解是一种简单而强大的方法,可用于生成体内极化[1- 13 C]丙酮酸及其产物的高质量动态容积图谱,并且在评估多器官代谢现象方面具有潜在的应用。