1H NMR Metabonomic Analysis in Renal Cell Carcinoma: a Possible Diagnostic Tool

被引:71
作者
Zira, Athina N. [1 ,2 ]
Theocharis, Stamatios E. [2 ]
Mitropoulos, Dionisios [3 ]
Migdalis, Vasilios [3 ]
Mikros, Emmanuel [1 ]
机构
[1] Univ Athens, Sch Pharm, Dept Pharmaceut Chem, Athens 11528, Greece
[2] Univ Athens, Sch Med, Dept Forens Med & Toxicol, Athens 11528, Greece
[3] Univ Athens, Sch Med, Laikon Gen Hosp, Dept Urol 1, Athens 11528, Greece
关键词
RCC; Metabonomics; NMR; PCA; PLS-DA; OSC; BREAST-CANCER TISSUE; NMR-SPECTROSCOPY; PATTERN-RECOGNITION; PLASMA; SERUM; H-1; PROFILES; MODELS;
D O I
10.1021/pr100226m
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
H-1 NMR based metabonomic approach was applied in order to monitor the alterations of plasma metabolic profile in Renal Cell Carcinoma (RCC) patients and controls. H-1 NMR spectra of plasma samples from 32 RCC patients and 13 controls (patients exhibiting benign urologic disease) were recorded and analyzed using multivariate statistical techniques. Alterations in the levels of LDL/VLDL, NAC, lactate, and choline were observed between RCC patients and controls discriminating these groups in Principal Component Analysis (PCA) plots. Post OSC PLS-DA presented a satisfactory clustering between T1 with T3 RCC patients. Decrease in plasma lipid concentrations in RCC patients was verified using conventional clinical chemistry analysis. The results suggest that combination of H-1 NMR spectroscopy with PCA has potential in cancer diagnosis; however, a limitation of the method to monitor RCC is that major biomarkers revealed (lipoproteins and choline) in this metabolic profile are not unique to RCC but may be the result of the presence of any malignancy.
引用
收藏
页码:4038 / 4044
页数:7
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