Discrimination of serum Raman spectroscopy between normal and colorectal cancer using selected parameters and regression-discriminant analysis

Applied Optics

Volumn 51, Issue 21, 2012, Pages 5038-5043

  Li, Xiaozhou ^a,b   Yang, Tianyue ^a   Li, Siqi ^c  

^a SHENYANG LIGONG UNIVERSITY   (China)

^b DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^c Solon High School   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BODY FLUIDS; DIAGNOSIS; DISCRIMINANT ANALYSIS; DISEASES; RAMAN SPECTROSCOPY; REGRESSION ANALYSIS; SPECTRUM ANALYSIS;

DIAGNOSTIC ACCURACY; FUNCTION COEFFICIENTS; LINEAR DISCRIMINANT ANALYSIS; LOW CONCENTRATIONS; PARTIAL LEAST SQUARE REGRESSION; PRINCIPAL COMPONENT REGRESSION; PRINCIPAL COMPONENTS; REGRESSION METHOD;

PRINCIPAL COMPONENT ANALYSIS;

TUMOR MARKER;

ARTICLE; BLOOD; COLON TUMOR; COLORECTAL TUMOR; DISCRIMINANT ANALYSIS; EVALUATION; HUMAN; METHODOLOGY; PRINCIPAL COMPONENT ANALYSIS; RAMAN SPECTROMETRY; REGRESSION ANALYSIS; SENSITIVITY AND SPECIFICITY;

COLONIC NEOPLASMS; COLORECTAL NEOPLASMS; DISCRIMINANT ANALYSIS; HUMANS; LEAST-SQUARES ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SENSITIVITY AND SPECIFICITY; SPECTRUM ANALYSIS, RAMAN; TUMOR MARKERS, BIOLOGICAL;

EID: 84864213138     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.51.005038     Document Type: Article

References (20)

1. D. M. Parkin, F. Bray, J. Ferlay, and P. Pisani, "Global cancer statistics, 2002" CA Cancer J. Clin. 55, 74-108 (2005). (Pubitemid 40372904)
2. S. J. Winawer, "Colorectal cancer screening" Best Pract. Res., Clin. Gastroenterol. 21, 1031-1048 (2007). (Pubitemid 350215368)
3. Z. Movasaghi, S. Rehman, and I. U. Rehman, "Raman spectroscopy of biological tissues" Appl. Spectros. Rev. 42, 493-541 (2007). (Pubitemid 47421526)
4. H. Han, X. Yan, R. Dong, G. Ban, and K. Li, "Analysis of serum from type II diabetes mellitus and diabetic complication using surface-enhanced Raman spectra (SERS)" Appl. Phys. B: Lasers Opt. 94, 667-672 (2009).
5. K. Virkler and I. K. Lednev, "Raman spectroscopic signature of blood and its potential application to forensic body fluid identification" Anal. Bioanal. Chem. 396, 525-534 (2010).
6. A. M. K. Enejder, T. W. Koo, J. Oh, M. Hunter, S. Sasic, M. S. Feld, and G. L. Horowitz, "Blood analysis by Raman spectroscopy" Opt. Lett. 27, 2004-2006 (2002).
7. R. Kalaivani, V. Masilamani, K. Sivaji, M. Elangovan, V. Selvaraj, S. G. Balamurugan, and M. S. Al-Salhi, "Fluorescence spectra of blood components for breast cancer diagnosis" Photomed. Laser Surg. 26, 251-256 (2008). (Pubitemid 351914163)
8. J. L. Pichardo-Molina, C. Frausto-Reyes, O. Barbosa-García, R. Huerta-Franco, J. L. González-Trujillo, C. A. Ramírez-Alvarado, G. Gutiérrez-Juárez, and C. Medina-Gutiérrez, "Raman spectroscopy and multivariate analysis of serum samples from breast cancer patients" Lasers Med. Sci. 22, 229-236 (2007). (Pubitemid 47628583)
9. C. J. Frank, R. L. McCreery and D. C. Redd, "Raman spectroscopy of normal and diseased human breast tissues" Anal. Chem. 67, 777-783 (1995).
10. W. L. Peticolas, "Application of Raman spectroscopy to biological macromolecules" Biochimie. 57, 417-428 (1975).
11. C. Krafft, D. Codrich, G. Pelizzo, and V. Sergo, "Raman mapping and FTIR imaging of lung tissue: congenital cystic adenomatoid malformation" Analyst 133, 361-371 (2008). (Pubitemid 351322604)
12. S. Feng, R. Chen, J. Lin, J. Pan, G. Chen, Y. Li, M. Cheng, Z. Huang, J. Chen, and H. Zeng, "Nasopharyngeal cancer detection based on blood plasma surface-enhanced Raman spectroscopy and multivariate analysis" Biosens. Bioelectron. 25, 2414-2419 (2010).
13. Y Oshima, H. Shinzawa, T. Takenaka, C. Furihata, and H. Sato, "Discrimination analysis of human lung cancer cells associated with histological type and malignancy using Raman spectroscopy" J. Biomed. Opt. 15, 017009 (2010).
14. C. Mello, D. Ribeiro, F. Novaes, and R. J. Poppi, "Rapid differentiation among bacteria that cause gastroenteritis by use of low-resolution Raman spectroscopy and PLS discriminant analysis" Anal. Bioanal. Chem. 383, 701-706 (2005). (Pubitemid 41500604)
15. M. Lualdi, A. Colombo, E. Leo, D. Morelli, A. Vannelli, L. Battaglia, E. Poiasina, and R. Marchesini, "Natural fluorescence spectroscopy of human blood plasma in the diagnosis of colorectal cancer: feasibility study and preliminary results" Tumori 93, 567-571 (2007). (Pubitemid 351158067)
16. Council for International Organizations of Medical Sciences, International Ethical Guidelines for Biomedical Research Involving Human Subjects (World Health Organization, 2002).
17. V. Mazet, C. Carteret, D. Brie, J. Idier, and B. Humbert, "Background removal from spectra by designing and minimising a non-quadratic cost function" Chemom. Intell. Lab. Syst. 76, 121-133 (2005). (Pubitemid 40410570)
18. B. Hemmateenejad, M. Akhond, and F. Samari, "A comparative study between PCR and PLS in simultaneous spectrophotometric determination of diphenylamine, aniline, and phenol: effect of wavelength selection" Spectrochim. Acta, Part A 67, 958-965 (2007). (Pubitemid 46809680)
19. G. J. Thomas, "Raman spectroscopy of protein and nucleic acid assemblies" Annu. Rev. Biophys. Biomol. Struct. 28, 1-27 (1999).
20. J. Guicheteau, L. Argue, A. Hyre, M. Jacobson, and S. D. Christesen, "Raman and surface-enhanced Raman spectroscopy of amino acids and nucleotide bases for target bacterial vibrational mode identification" Proc. SPIE 6218, 62180O (2006).