High-sensitivity deuterium metabolic MRI differentiates acute pancreatitis from pancreatic cancers in murine models

被引:14
作者
Montrazi, Elton T. [1 ]
Sasson, Keren [2 ]
Agemy, Lilach [2 ]
Peters, Dana C. [3 ]
Brenner, Ori [4 ]
Scherz, Avigdor [2 ]
Frydman, Lucio [1 ]
机构
[1] Weizmann Inst Sci, Dept Chem & Biol Phys, Rehovot, Israel
[2] Weizmann Inst Sci, Dept Plant & Environm Sci, Rehovot, Israel
[3] Yale Sch Med, Dept Radiol & Biomed Imaging, New Haven, CT USA
[4] Weizmann Inst Sci, Dept Vet Resources, Rehovot, Israel
基金
以色列科学基金会;
关键词
MAGNETIC-RESONANCE; IN-VIVO;
D O I
10.1038/s41598-023-47301-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Deuterium metabolic imaging (DMI) is a promising tool for investigating a tumor's biology, and eventually contribute in cancer diagnosis and prognosis. In DMI, [6,6 '-H-2(2)]-glucose is taken up and metabolized by different tissues, resulting in the formation of HDO but also in an enhanced formation of [3,3 '-H-2(2)]-lactate at the tumor site as a result of the Warburg effect. Recent studies have shown DMI's suitability to highlight pancreatic cancer in murine models by [3,3 '-H-2(2)]-lactate formation; an important question is whether DMI can also differentiate between these tumors and pancreatitis. This differentiation is critical, as these two diseases are hard to distinguish today radiologically, but have very different prognoses requiring distinctive treatments. Recent studies have shown the limitations that hyperpolarized MRI faces when trying to distinguish these pancreatic diseases by monitoring the [1-C-13(1)]-pyruvate ->[1-C-13(1)]-lactate conversion. In this work, we explore DMI's capability to achieve such differentiation. Initial tests used a multi-echo (ME) SSFP sequence, to identify any metabolic differences between tumor and acute pancreatitis models that had been previously elicited very similar [1-C-13(1)]-pyruvate ->[1-C-13(1)]-lactate conversion rates. Although ME-SSFP provides approximately 5 times greater signal-to-noise ratio (SNR) than the standard chemical shift imaging (CSI) experiment used in DMI, no lactate signal was observed in the pancreatitis model. To enhance lactate sensitivity further, we developed a new, weighted-average, CSI-SSFP approach for DMI. Weighted-average CSI-SSFP improved DMI's SNR by another factor of 4 over ME-SSFP-a sensitivity enhancement that sufficed to evidence natural abundance H-2 fat in abdominal images, something that had escaped the previous approaches even at ultrahigh (15.2 T) MRI fields. Despite these efforts to enhance DMI's sensitivity, no lactate signal could be detected in acute pancreatitis models (n=10; [3,3 '-H-2(2)]-lactate limit of detection < 100 mu M; 15.2 T). This leads to the conclusion that pancreatic tumors and acute pancreatitis may be clearly distinguished by DMI, based on their different abilities to generate deuterated lactate.
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页数:10
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