Metabonomic studies of human hepatocellular carcinoma using high-resolution magic-angle spinning 1H NMR spectroscopy in conjunction with multivariate data analysis

被引:204
作者
Yang, Yongxia
Li, Chenglong
Nie, Xiu
Feng, Xiansong
Chen, Wenxue
Yue, Yong
Tang, Huiru [1 ]
Deng, Feng
机构
[1] Chinese Acad Sci, Wuhan Inst Phys & Math, State Key Lab Magnet Resonance & Atom & Mol Phys, Wuhan 430071, Peoples R China
[2] Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
[3] Huazhong Univ Sci & Technol, Union Hosp, Dept Gen Surg, Wuhan 430022, Peoples R China
[4] Wuxi No 2 Peoples Hosp, Dept Gen Surg, Jiangsu 214002, Peoples R China
[5] Huazhong Univ Sci & Technol, Dept Pathol, Wuhan 430022, Peoples R China
关键词
magic-angle spinning NMR; hepatocellular carcinoma; pattern recognition; metabonomics;
D O I
10.1021/pr070063h
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
High-resolution magic-angle spinning (MAS) H-1 nuclear magnetic resonance spectroscopy has been employed to characterize the metabolite composition (i.e., metabonome) of the human hepatocellular carcinoma (HCC) tumor in combination with principal component analysis (PCA). The results showed that (a) the metabonomes of both low-grade HCC and high-grade HCC tumors differ markedly from that of the adjacent non-involved tissues; and (b) low-grade HCC tumors have clear differences in metabonome from that of the high-grade HCC tumors. Compared with the non-involved adjacent liver tissues, HCC tumors had elevated levels of lactate, glutamate, glutamine, glycine, leucine, alanine, choline metabolites, and phosphorylethanolamine (PE), but declined levels of triglycerides, glucose, and glycogen. The levels of lactate, amino acids including glutamate, glutamine, glycine, leucine and alanine, choline and phosphorylethanolamine (PE) were higher but the levels of PC, GPC, triglycerides, glucose, and glycogen were lower in high-grade HCC than in low-grade HCC tumors. Compared with non-cirrhotic, low-grade HCC tumors, the cirrhotic, low-grade HCC tumors showed statistically significant increases in lactate, phosphocholine (PC), and glycerophosphocholine (GPC). The necrosis in HCC tumors resulted in a drastic increase in the levels of observable triglycerides, signals of which dominated their H-1 NMR spectra. These results indicated that HRMAS combined with PCA offers a useful tool for understanding the tumor biochemistry and classification of liver tumor tissues; such tool may also have some potential for liver tumor diagnosis and prognosis even when some other disease processes are present.
引用
收藏
页码:2605 / 2614
页数:10
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