Discrimination of liver malignancies with 1064 nm dispersive Raman spectroscopy

Biomedical Optics Express

Volumn 6, Issue 8, 2015, Pages 2724-2737

  Pence, Isaac J ^a   Patil, Chetan A ^b   Lieber, Chad A ^c   Mahadevan Jansen, Anita ^a  

^a VANDERBILT UNIVERSITY   (United States)

^b Temple University   (United States)

^c Prozess Technologie   (United States)

Author keywords

Medical optics instrumentation; Pattern recognition; Raman spectroscopy; Spectroscopy, tissue diagnostics; Tissue characterization

Indexed keywords

DIAGNOSIS; GALLIUM ARSENIDE; HISTOLOGY; INFRARED DEVICES; LACTIC ACID; NUCLEIC ACIDS; PATTERN RECOGNITION; RAMAN SPECTROSCOPY; SEMICONDUCTING GALLIUM ARSENIDE; TUMORS;

CLASSIFICATION PERFORMANCE; DISCRIMINATION ALGORITHMS; DISPERSIVE RAMAN SPECTROSCOPY; MEDICAL OPTICS INSTRUMENTATION; MULTINOMIAL LOGISTIC REGRESSION; NEAR-INFRARED EXCITATION; SPECTROSCOPY , TISSUE DIAGNOSTICS; TISSUE CHARACTERIZATION;

TISSUE;

BILIVERDIN; COLLAGEN; HEME; LACTIC ACID; NUCLEIC ACID; QUINONE DERIVATIVE; RETINOL;

ADENOCARCINOMA; ARTICLE; CANCER TISSUE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; HUMAN; HUMAN TISSUE; LIVER CANCER; LIVER CELL CARCINOMA; RAMAN SPECTROMETRY; SENSITIVITY AND SPECIFICITY;

EID: 84945942848     PISSN: None     EISSN: 21567085     Source Type: Journal    
DOI: 10.1364/BOE.6.002724     Document Type: Article

References (42)

1. A. M. 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(22), 2004-2006 (2002).
2. H. Q. Wang, N. Y. Huang, J. H. Zhao, H. Lui, M. Korbelik, and H. S. Zeng, "Depth-resolved in vivo micro-Raman spectroscopy of a murine skin tumor model reveals cancer-specific spectral biomarkers," J. Raman Spectrosc. 42(2), 160-166 (2011).
3. M. S. Bergholt, W. Zheng, L. Kan, K. Y. Ho, M. Teh, K. G. Yeoh, J. B. Y. So, and Z. W. Huang, "On-line image-guided Raman endoscopy for in vivo diagnosis of gastric cancer," J. Gastroenterol. Hepatol. 26, 192 (2011).
4. C. A. Lieber, S. K. Majumder, D. L. Ellis, D. D. Billheimer, and A. Mahadevan-Jansen, "In vivo nonmelanoma skin cancer diagnosis using Raman microspectroscopy," Lasers Surg. Med. 40(7), 461-467 (2008).
5. H. Lui, J. Zhao, D. McLean, and H. Zeng, "Real-time Raman Spectroscopy for In Vivo Skin Cancer Diagnosis," Cancer Res. 72(10), 2491-2500 (2012).
6. N. Stone, R. Baker, K. Rogers, A. W. Parker, and P. Matousek, "Subsurface probing of calcifications with spatially offset Raman spectroscopy (SORS): future possibilities for the diagnosis of breast cancer," Analyst (Lond.) 132(9), 899-905 (2007).
7. M. D. Keller, E. Vargis, N. de Matos Granja, R. H. Wilson, M. A. Mycek, M. C. Kelley, and A. Mahadevan-Jansen, "Development of a spatially offset Raman spectroscopy probe for breast tumor surgical margin evaluation," J. Biomed. Opt. 16(7), 077006 (2011).
8. A. Mahadevan-Jansen and R. R. Richards-Kortum, "Raman Spectroscopy for the detection of cancers and precancers," J. Biomed. Opt. 1(1), 31-70 (1996).
9. S. Majumder, E. Kaneter, A. Robichaux, H. Jones, and A. Mahadevan-Jansen, "Near Infrared Raman Spectroscopy for in vivo diagnosis of cervical dysplasia," in SPIE Photonics West, (2007)
10. A. C. Society, "Cancer Facts & Figures 2014," (American Cancer Society, Atlanta, GA, 2014).
11. World Cancer Report 2014 (International Agency for Research on Cancer, Lyon, Fance, 2014).
12. J. Bruix, M. Sherman; American Association for the Study of Liver Diseases, "Management of hepatocellular carcinoma: an update," Hepatology 53(3), 1020-1022 (2011).
13. O. Heizmann, S. Zidowitz, H. Bourquain, S. Potthast, H. O. Peitgen, D. Oertli, and C. Kettelhack, "Assessment of intraoperative liver deformation during hepatic resection: prospective clinical study," World J. Surg. 34(8), 1887-1893 (2010).
14. A. M. Kazaryan, I. P. Marangos, B. I. Røsok, A. R. Rosseland, O. Villanger, E. Fosse, O. Mathisen, and B. Edwin, "Laparoscopic resection of colorectal liver metastases: surgical and long-term oncologic outcome," Ann. Surg. 252(6), 1005-1012 (2010).
15. P. Bao, T. K. Sinha, C. C. Chen, J. R. Warmath, R. L. Galloway, and A. J. Herline, "A prototype ultrasoundguided laparoscopic radiofrequency ablation system," Surg. Endosc. 21(1), 74-79 (2007).
16. A. Rethy, T. Langø, and R. Mårvik, "Laparoscopic ultrasound for hepatocellular carcinoma and colorectal liver metastasis: an overview," Surg. Laparosc. Endosc. Percutan. Tech. 23(2), 135-144 (2013).
17. D. Rucker, Y. Wu, L. Clements, J. Ondrake, T. Pheiffer, A. Simpson, W. Jarnagin, and M. Miga, "A mechanicsbased non-rigid registration method for liver surgery using sparse intraoperative data," IEEE Trans. Med. Imaging 33, 147-158 (2013).
18. N. Huang, M. Short, J. Zhao, H. Wang, H. Lui, M. Korbelik, and H. Zeng, "Full range characterization of the Raman spectra of organs in a murine model," Opt. Express 19(23), 22892-22909 (2011).
19. N. Stone, R. Baker, C. H. Prieto, and P. Matousek, "Novel Raman signal recovery from deeply buried tissue components," in Biomedical Optical Spectroscopy, (SPIE, 2008), 68530N 68531-68515.
20. S. R. Hawi, W. B. Campbell, A. Kajdacsy-Balla, R. Murphy, F. Adar, and K. Nithipatikom, "Characterization of normal and malignant human hepatocytes by Raman microspectroscopy," Cancer Lett. 110(1-2), 35-40 (1996).
21. K. Kochan, K. M. Marzec, K. Chruszcz-Lipska, A. Jasztal, E. Maslak, H. Musiolik, S. Chłopicki, and M. Baranska, "Pathological changes in the biochemical profile of the liver in atherosclerosis and diabetes assessed by Raman spectroscopy," Analyst (Lond.) 138(14), 3885-3890 (2013).
22. C. Krafft, M. A. Diderhoshan, P. Recknagel, M. Miljkovic, M. Bauer, and J. Popp, "Crisp and soft multivariate methods visualize individual cell nuclei in Raman images of liver tissue sections," Vib. Spectrosc. 55(1), 90-100 (2011).
23. A. G. Shen, B. J. Zhang, J. Ping, W. Xie, P. Donfack, S. J. Baek, X. D. Zhou, H. Wang, A. Materny, and J. M. Hu, "In vivo study on the protection of indole-3-carbinol (13C) against the mouse acute alcoholic liver injury by micro-Raman spectroscopy," J. Raman Spectrosc. 40(5), 550-555 (2009).
24. M. C. Gaggini, R. S. Navarro, A. R. Stefanini, R. S. Sano, and L. Silveira, Jr., "Correlation between METAVIR scores and Raman spectroscopy in liver lesions induced by hepatitis C virus: a preliminary study," Lasers Med. Sci. 30(4), 1347-1355 (2015).
25. A. Lorincz, D. Haddad, R. Naik, V. Naik, A. Fung, A. Cao, P. Manda, A. Pandya, G. Auner, R. Rabah, S. E. Langenburg, and M. D. Klein, "Raman spectroscopy for neoplastic tissue differentiation: a pilot study," J. Pediatr. Surg. 39(6), 953-956 (2004).
26. S. Keller, B. Schrader, A. Hoffmann, W. Schrader, K. Metz, A. Rehlaender, J. Pahnke, M. Ruwe, and W. Budach, "Application of near-Infrared Fourier-Transform Raman-Spectroscopy in medical-research," J. Raman Spectrosc. 25(7-8), 663-671 (1994).
27. B. Schrader, B. Dippel, S. Fendel, S. Keller, T. Lochte, M. Riedl, R. Schulte, and E. Tatsch, "NIR FT Raman spectroscopy-A new tool in medical diagnostics," J. Mol. Struct. 408, 23-31 (1997).
28. C. A. Patil, I. J. Pence, C. A. Lieber, and A. Mahadevan-Jansen, "1064 nm dispersive Raman spectroscopy of tissues with strong near-infrared autofluorescence," Opt. Lett. 39(2), 303-306 (2014).
29. C. A. Lieber and A. Mahadevan-Jansen, "Automated method for subtraction of fluorescence from biological Raman spectra," Appl. Spectrosc. 57(11), 1363-1367 (2003).
30. B. Krishnapuram, L. Carin, M. A. T. Figueiredo, and A. J. Hartemink, "Sparse multinomial logistic regression: Fast algorithms and generalization bounds," IEEE Trans. Pattern Anal. Mach. Intell. 27(6), 957-968 (2005).
31. G. Cassanas, M. Morssli, E. Fabregue, and L. Bardet, "Vibrational-spectra of lactic-acid and lactates," J. Raman Spectrosc. 22(7), 409-413 (1991).
32. G. J. Puppels, "Confocal Raman microspectroscopy," in Fluorescent and Luminescent Probes for Biological Activity, W. Mason, ed. (Academic Press, London, 1999), pp. 377-406.
33. V. J. C. Lin and J. L. Koenig, "Raman Studies of Bovine Serum Albumin," Biopolymers 15(1), 203-218 (1976).
34. C. J. Frank, R. L. McCreery, and D. C. Redd, "Raman spectroscopy of normal and diseased human breast tissues," Anal. Chem. 67(5), 777-783 (1995).
35. A. Mahadevan-Jansen, M. F. Mitchell, N. Ramanujam, A. Malpica, S. Thomsen, U. Utzinger, and R. Richards-Kortum, "Near-infrared Raman spectroscopy for in vitro detection of cervical precancers," Photochem. Photobiol. 68(1), 123-132 (1998).
36. J. Goral and V. Zichy, "Fourier-Transform Raman Studies of Materials and Compounds of Biological Importance," Spectrochim. Acta A Mol. Biomol. Spectrosc. 46(2), 253-275 (1990).
37. R. Manoharan, Y. Wang, and M. S. Feld, "Histochemical analysis of biological tissues using Raman spectroscopy," Spectrochim. Acta A Mol. Biomol. Spectrosc. 52(2), 215-249 (1996).
38. C. J. Frank, D. C. Redd, T. S. Gansler, and R. L. McCreery, "Characterization of human breast biopsy specimens with near-IR Raman spectroscopy," Anal. Chem. 66(3), 319-326 (1994).
39. A. S. Haka, Z. Volynskaya, J. A. Gardecki, J. Nazemi, J. Lyons, D. Hicks, M. Fitzmaurice, R. R. Dasari, J. P. Crowe, and M. S. Feld, "In vivo margin assessment during partial mastectomy breast surgery using raman spectroscopy," Cancer Res. 66(6), 3317-3322 (2006).
40. E. M. Kanter, E. Vargis, S. Majumder, M. D. Keller, E. Woeste, G. G. Rao, and A. Mahadevan-Jansen, "Application of Raman spectroscopy for cervical dysplasia diagnosis," J. Biophotonics 2(1-2), 81-90 (2009).
41. P. S. Hammon, S. Makeig, H. Poizner, E. Todorov, and V. R. de Sa, "Predicting reaching targets from human EEG," IEEE Signal Proc. Mag. 25(1), 69-77 (2008).
42. Pathology and Genetics of Tumours of the Digestive System, World Health Organization Classification of Tumours (IARC Press, Lyon, 2000).