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Metabonomic studies of pancreatic cancer response to radiotherapy in a mouse xenograft model using magnetic resonance spectroscopy and principal components analysis

机译:利用磁共振波谱和主成分分析在小鼠异种移植模型中胰腺癌对放疗反应的代谢组学研究

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摘要

AIM: To investigate the metabolic profiles of xenograft pancreatic cancer before and after radiotherapy by high-resolution magic angle spinning proton magnetic resonance spectroscopy (HRMAS 1H NMR) combined with principal components analysis (PCA) and evaluate the radiotherapeutic effect.METHODS: The nude mouse xenograft model of human pancreatic cancer was established by injecting human pancreatic cancer cell SW1990 subcutaneously into the nude mice. When the tumors volume reached 800 mm3, the mice received various radiation doses. Two weeks later, tumor tissue sections were prepared for running the NMR measurements. 1H NMR and PCA were used to determine the changes in the metabolic profiles of tumor tissues after radiotherapy. Metabolic profiles of normal pancreas, pancreatic tumor tissues, and radiation- treated pancreatic tumor tissues were compared.RESULTS: Compared with 1H NMR spectra of the normal nude mouse pancreas, the levels of choline, taurine, alanine, isoleucine, leucine, valine, lactate, and glutamic acid of the pancreatic cancer group were increased, whereas an opposite trend for phosphocholine, glycerophosphocholine, and betaine was observed. The ratio of phosphocholine to creatine, and glycerophosphocholine to creatine showed noticeable decrease in the pancreatic cancer group. After further evaluation of the tissue metabolic profile after treatment with three different radiation doses, no significant change in metabolites was observed in the 1H NMR spectra, while the inhibition of tumor growth was in proportion to the radiation doses. However, PCA results showed that the levels of choline and betaine were decreased with the increased radiation dose, and conversely, the level of acetic acid was dramatically increased.CONCLUSION: The combined methods were demonstrated to have the potential for allowing early diagnosis and assessment of pancreatic cancer response to radiotherapy.
机译:目的:通过高分辨率魔角旋转质子磁共振波谱(HRMAS 1 H NMR)结合主成分分析(PCA),探讨异种移植胰腺癌放疗前后的代谢特征。方法:将人胰腺癌细胞SW1990皮下注射入裸鼠体内,建立人胰腺癌裸鼠异种移植模型。当肿瘤体积达到800 mm 3 时,小鼠接受了不同的辐射剂量。两周后,准备好肿瘤组织切片以进行NMR测量。 1 1 H NMR和PCA用于确定放疗后肿瘤组织代谢谱的变化。结果:与正常裸鼠胰腺的 1 H NMR谱图相比,胆碱,牛磺酸,丙氨酸的水平与正常人胰腺的代谢谱进行了比较。胰腺癌组的异亮氨酸,亮氨酸,缬氨酸,乳酸盐和谷氨酸增加,而磷胆碱,甘油磷酸胆碱和甜菜碱则呈现相反的趋势。在胰腺癌组中,磷酸胆碱与肌酸的比例以及甘油磷酸胆碱与肌酸的比例均显着降低。在进一步评估了三种不同辐射剂量治疗后的组织代谢状况后, 1 H NMR谱图中未观察到代谢产物的显着变化,而肿瘤生长的抑制与辐射剂量成正比。然而,PCA结果显示,随着放射剂量的增加,胆碱和甜菜碱的含量降低,反之,乙酸的含量则急剧增加。结论:联合方法被证明具有潜在的早期诊断和评估作用。胰腺癌对放疗的反应。

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