SELDI-TOF MS profiling of serum for detection of nasopharyngeal carcinoma

Yiyuan Huang1, Chao Xuan1, Beibei Zhang1, Ming Liao1, Kaifeng Deng1, Miao He1, Jinmin Zhao2
1Guangxi Medical Scientific Research Center, Guangxi Medical University, Nanning, China
2Department of Orthopedics Trauma and Hand Surgery, the First Affiliated Hospital, Guangxi Medical University, Nanning, China

Tóm tắt

Abstract Background No satisfactory biomarkers are currently available to screen for nasopharyngeal carcinoma (NPC). We have developed and evaluated surface-enhanced laser desorption/ionization time-of-flight mass spectrometry (SELDI-TOF MS) for detection and analysis of multiple proteins for distinguishing individuals with NPC from control individuals. Methods A preliminary learning set and a classification tree of spectra derived from 24 patients with NPC and a group of 24 noncancer controls were used to develop a proteomic model that discriminated cancer from noncancer effectively. Then, the validity of the classification tree was challenged with a blind test set, which included another 20 patients with NPC and 12 noncancer controls. Results A panel of 3 biomarkers ranging m/z 3–20 k was selected to establish Decision Tree model by BPS with sensitivity of 91.66% and specificity of 95.83%. The ability to detect NPC patients was evaluated, a sensitivity of 95.0% and specificity of 83.33% were validated in blind testing set. Conclusion This high-flux proteomic classification system will provide a highly accurate and innovative approach for the detection/diagnosis of NPC.

Từ khóa


Tài liệu tham khảo

Wei WI, Sham JS: Nasopharyngeal carcinoma. Lancet. 2005, 365 (9476): 2041-2054.

Ho J: Nasopharyngeal carcinoma (NPC). Adv Cancer Res. 1972, 15: 57-92.

Cheng SH, Tsai SY, Yen KL, et al: Concomitant radiotherapy and chemotherapy for early-stage nasopharyngeal carcinoma. J Clin Oncol. 2000, 18 (10): 2040-2045.

Busson P, Keryer C, Ooka T, Corbex M: EBV-associated nasopharyngeal carcinomas: from epidemiology to virus-targeting strategies. Trends Microbiol. 2004, 12 (8): 356-360.

Niedobitek G: Epstein-Barr virus infection in the pathogenesis of nasopharyngeal carcinoma. Mol Pathol. 2000, 53 (5): 248-254.

Sheen TS, Ko JY, Chang YL, et al: Nasopharyngeal swab and PCR for the screening of nasopharyngeal carcinoma in the endemic area: a good supplement to the serologic screening. Head Neck. 1998, 20 (8): 732-738.

Chan KH, Gu YL, Ng F, et al: EBV specific antibody-based and DNA-based assays in serologic diagnosis of nasopharyngeal carcinoma. Int J Cancer. 2003, 105 (5): 706-709.

Hutchens TW, Yip TT: New desorption strategies for the mass spectrometric analysis of macromolecules. Rapid Commun Mass Spectrom. 1993, 7 (7): 576-580.

Engwegen JY, Gast MC, Schellens JH, et al: Clinical proteomics: searching for better tumour markers with SELDI-TOF mass spectrometry. Trends Pharmacol Sci. 2006, 27 (5): 251-259.

Bouamrani A, Ternier J, Ratel D, et al: Direct-tissue SELDI-TOF mass spectrometry analysis: a new application for clinical proteomics. Clin Chem. 2006, 52 (11): 2103-2106.

Cheng Lei, Zhou Liang, Tao Lei, et al: SELDI-TOF MS profiling of serum for detection of laryngeal squamous cell carcinoma and the progression to lymph node metastasis. J Cancer Res Clin Oncol. 2008, 134 (7): 769-776.

Tsang RK, Vlantis AC, Ho RW, et al: Sensitivity and specificity of Epstein-Barr virus IgA titer in the diagnosis of nasopharyngeal carcinoma: a 3-year institutional review. Head Neck. 2004, 26 (7): 598-602.

MacGregor G, et al: Biomarkers for cystic fibrosis lung disease: Application of SELDI-TOF mass spectrometry to BAL fluid. J Cyst Fibros. 2008, 7 (5): 352-358.

Liu W, Li X, Ding F, Li Y: Using SELDI-TOFMS to identify serum biomarkers of rheumatoid arthritis', Scandinavian. Journal of Rheumatology. 2008, 37 (2): 94-102.

Wei YS, Zheng YH, Liang WB, et al: Identification of serum biomarkers for nasopharyngeal carcinoma by proteomic analysis. Cancer. 2008, 112 (3): 544-51.

Cho William, Yip Timothy, Roger KC, et al: ProteinChip Array Profiling for Identification of Disease- and Chemotherapy-Associated Biomarkers of Nasopharyngeal Carcinoma. Clinical Chemistry. 2007, 53 (2): 241-250.

Xiang Guo, Su-mei Cao, Jie-kai Yu, et al: Distinct serumal proteomic patterns between ascending and descending types of loco-regionally advanced nasopharyngeal carcinoma assessed by surface enhanced laser desorption ionization and artificial neural network. Chin Med J. 2005, 118 (22): 1912-1917.

Malyarenko DI, Cooke WE, Adam BL, et al: Enhancement of sensitivity and resolution of surface enhanced laser desorption/ionization time of flight mass spectrometric records for serum peptides using time series analysis techniques. Clin Chem. 2005, 51 (1): 65-74.