Li Yuan-Feng, Qiu Shi, Gao Li-Juan, Zhang Ai-Hua
First Affiliated Hospital, School of Pharmacy, Heilongjiang University of Chinese Medicine Heping Road 24, Xiangfang District Harbin 150040 China
RSC Adv. 2018 Mar 6;8(17):9375-9382. doi: 10.1039/c7ra13616a. eCollection 2018 Feb 28.
Metabolomics has been shown to be an effective tool for biomarker screening and pathway characterization and disease diagnosis. Metabolic characteristics of hepatocellular carcinoma (HCC) may enable the discovery of novel biomarkers for its diagnosis. In this work, metabolomics was used to investigate metabolic alterations of HCC patients. Plasma samples from HCC patients and age-matched healthy controls were investigated using high resolution ultrahigh performance liquid chromatography-mass spectrometry and metabolic differences were analyzed using pattern recognition methods. 23 distinguishable metabolites were identified. The altered metabolic pathways were associated with arginine and proline metabolism, glycine, serine and threonine metabolism, steroid hormone biosynthesis, starch and sucrose metabolism, . To demonstrate the utility of plasma biomarkers for the diagnosis of HCC, five metabolites comprising deoxycholic acid 3-glucuronide, 6-hydroxymelatonin glucuronide, 4-methoxycinnamic acid, 11b-hydroxyprogesterone and 4-hydroxyretinoic acid were selected as candidate biomarkers. These metabolites that contributed to the combined model could significantly increase the diagnostic performance of HCC. It has proved to be a powerful tool in the discovery of new biomarkers for disease detection and suggest that panels of metabolites may be valuable to translate our findings to clinically useful diagnostic tests.
代谢组学已被证明是一种用于生物标志物筛选、通路表征和疾病诊断的有效工具。肝细胞癌(HCC)的代谢特征可能有助于发现其诊断的新型生物标志物。在这项工作中,代谢组学被用于研究HCC患者的代谢改变。使用高分辨率超高效液相色谱-质谱法对HCC患者和年龄匹配的健康对照的血浆样本进行研究,并使用模式识别方法分析代谢差异。鉴定出23种可区分的代谢物。改变的代谢途径与精氨酸和脯氨酸代谢、甘氨酸、丝氨酸和苏氨酸代谢、类固醇激素生物合成、淀粉和蔗糖代谢有关。为了证明血浆生物标志物在HCC诊断中的实用性,选择了包括3-葡萄糖醛酸脱氧胆酸、6-羟基褪黑素葡萄糖醛酸、4-甲氧基肉桂酸、11β-羟基孕酮和4-羟基视黄酸在内的五种代谢物作为候选生物标志物。这些对组合模型有贡献的代谢物可以显著提高HCC的诊断性能。它已被证明是发现用于疾病检测的新生物标志物的有力工具,并表明代谢物面板可能对将我们的发现转化为临床有用的诊断测试有价值。