Serum and Urine Metabolite Profiling Reveals Potential Biomarkers of Human Hepatocellular Carcinoma

被引:230
作者
Chen, Tianlu [2 ]
Xie, Guoxiang [1 ]
Wang, Xiaoying [3 ]
Fan, Jia [3 ]
Qiu, Yunping [1 ]
Zheng, Xiaojiao [4 ]
Qi, Xin [4 ]
Cao, Yu [2 ]
Su, Mingming [5 ]
Wang, Xiaoyan [2 ]
Xu, Lisa X. [4 ]
Yen, Yun [6 ]
Liu, Ping [7 ]
Jia, Wei [1 ]
机构
[1] Univ N Carolina Greensboro, Dept Nutr, Kannapolis, NC 28081 USA
[2] Shanghai Jiao Tong Univ, Shanghai Ctr Syst Biomed, Minist Educ, Key Lab Syst Biomed, Shanghai 200240, Peoples R China
[3] Zhongshan Hosp, Shanghai 200030, Peoples R China
[4] Shanghai Jiao Tong Univ, Sch Pharm, Shanghai 200240, Peoples R China
[5] David H Murdock Res Inst, Kannapolis, NC 28081 USA
[6] City Hope Natl Med Ctr, Mol Pharmacol, Duarte, CA 91010 USA
[7] Shanghai Univ Tradit Chinese Med, Shanghai 201203, Peoples R China
基金
美国国家科学基金会; 上海市自然科学基金;
关键词
GAS CHROMATOGRAPHY/MASS SPECTROMETRY; MAGNETIC-RESONANCE; IDENTIFYING DIFFERENCES; IN-VIVO; SPECTROSCOPY; DISEASE; GC/MS; RAT; MS; DERIVATIZATION;
D O I
10.1074/mcp.M110.004945
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Hepatocellular carcinoma (HCC) is a common malignancy in the world with high morbidity and mortality rate. Identification of novel biomarkers in HCC remains impeded primarily because of the heterogeneity of the disease in clinical presentations as well as the pathophysiological variations derived from underlying conditions such as cirrhosis and steatohepatitis. The aim of this study is to search for potential metabolite biomarkers of human HCC using serum and urine metabolomics approach. Sera and urine samples were collected from patients with HCC (n = 82), benign liver tumor patients (n = 24), and healthy controls (n = 71). Metabolite profiling was performed by gas chromatography time-of-flight mass spectrometry and ultra performance liquid chromatography-quadrupole time of flight mass spectrometry in conjunction with univariate and multivariate statistical analyses. Forty three serum metabolites and 31 urinary metabolites were identified in HCC patients involving several key metabolic pathways such as bile acids, free fatty acids, glycolysis, urea cycle, and methionine metabolism. Differentially expressed metabolites in HCC subjects, such as bile acids, histidine, and inosine are of great statistical significance and high fold changes, which warrant further validation as potential biomarkers for HCC. However, alterations of several bile acids seem to be affected by the condition of liver cirrhosis and hepatitis. Quantitative measurement and comparison of seven bile acids among benign liver tumor patients with liver cirrhosis and hepatitis, HCC patients with liver cirrhosis and hepatitis, HCC patients without liver cirrhosis and hepatitis, and healthy controls revealed that the abnormal levels of glycochenodeoxycholic acid, glycocholic acid, taurocholic acid, and chenodeoxycholic acid are associated with liver cirrhosis and hepatitis. HCC patients with alpha fetoprotein values lower than 20 ng/ml was successfully differentiated from healthy controls with an accuracy of 100% using a panel of metabolite markers. Our work shows that metabolomic profiling approach is a promising screening tool for the diagnosis and stratification of HCC patients. Molecular & Cellular Proteomics 10: 10.1074/mcp.M110.004945, 1-13, 2011.
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页数:13
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