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Metabolic Profiling Study of Yang Deficiency Syndrome in Hepatocellular Carcinoma by H1 NMR and Pattern Recognition

机译:H1 NMR和模式识别在肝癌阳虚证代谢谱研究中的应用

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摘要

This study proposes a 1H NMR-based metabonomic approach to explore the biochemical characteristics of Yang deficiency syndrome in hepatocellular carcinoma (HCC) based on serum metabolic profiling. Serum samples from 21 cases of Yang deficiency syndrome HCC patients (YDS-HCC) and 21 cases of non-Yang deficiency syndrome HCC patients (NYDS-HCC) were analyzed using 1H NMR spectroscopy and partial least squares discriminant analysis (PLS-DA) was applied to visualize the variation patterns in metabolic profiling of sera from different groups. The differential metabolites were identified and the biochemical characteristics were analyzed. We found that the intensities of six metabolites (LDL/VLDL, isoleucine, lactate, lipids, choline, and glucose/sugars) in serum of Yang deficiency syndrome patients were lower than those of non-Yang deficiency syndrome patients. It implies that multiple metabolisms, mainly including lipid, amino acid, and energy metabolisms, are unbalanced or weakened in Yang deficiency syndrome patients with HCC. The decreased intensities of metabolites including LDL/VLDL, isoleucine, lactate, lipids, choline, and glucose/sugars in serum may be the distinctive metabolic variations of Yang deficiency syndrome patients with HCC. And these metabolites may be potential biomarkers for diagnosis of Yang deficiency syndrome in HCC.
机译:这项研究提出了一种基于血清代谢谱分析的 1 NMR代谢组学方法,以探讨肝细胞癌(HCC)阳虚综合征的生化特征。使用 1 H NMR谱图和偏最小二乘分析了21例阳虚综合征HCC患者(YDS-HCC)和21例非阳虚综合征HCC患者(NYDS-HCC)的血清样本判别分析(PLS-DA)用于观察不同人群血清代谢谱中的变化模式。鉴别差异代谢物并分析其生化特性。我们发现阳虚综合征患者血清中六种代谢产物(LDL / VLDL,异亮氨酸,乳酸,脂质,胆碱和葡萄糖/糖)的强度低于非阳虚综合征患者。这意味着在肝癌阳虚综合征患者中,主要包括脂质,氨基酸和能量代谢在内的多种代谢不平衡或减弱。血清中LDL / VLDL,异亮氨酸,乳酸盐,脂质,胆碱和葡萄糖/糖等代谢产物的强度降低可能是肝癌阳虚综合征患者的独特代谢变异。这些代谢物可能是诊断肝癌阳虚综合征的潜在生物标志物。

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