Evaluation of Raman spectroscopic macro raster scans of native cervical cone biopsies using histopathological mapping

Journal of Biomedical Optics

Volumn 19, Issue 2, 2014, Pages

  Reble, Carina ^a,b   Gersonde, Ingo ^a   Dressler, Cathrin ^a   Helfmann, Jürgen ^a   Kühn, Wolfgang ^c,d   Eichler, Hans Joachim ^a,b  

^a Laser und Medizin Technologie GmbH   (Germany)

^b TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

^c Gyn Zentrum Berlin   (Germany)

^d CHARITÉ UNIVERSITÄTSMEDIZIN BERLIN   (Germany)

Author keywords

Cervical dysplasia; Optical diagnosis; Raman spectroscopy

Indexed keywords

CERVICAL DYSPLASIA; CLASSIFICATION METHODS; CLASSIFICATION PERFORMANCE; CLASSIFICATION PROCEDURE; DIAGNOSTIC PERFORMANCE; OPTICAL DIAGNOSIS; PARTIAL LEAST SQUARES - DISCRIMINANT ANALYSIS; SENSITIVITY AND SPECIFICITY;

BIOPSY; PATHOLOGY; PRINCIPAL COMPONENT ANALYSIS; TISSUE;

RAMAN SPECTROSCOPY;

ADOLESCENT; ADULT; ARTICLE; BIOPSY; CHEMISTRY; CLUSTER ANALYSIS; CYTOCHEMISTRY; FEMALE; HUMAN; IMAGE PROCESSING; METHODOLOGY; MIDDLE AGED; PATHOLOGY; PRINCIPAL COMPONENT ANALYSIS; RAMAN SPECTROMETRY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; UTERINE CERVIX; UTERINE CERVIX DYSPLASIA; YOUNG ADULT;

ADOLESCENT; ADULT; BIOPSY; CERVIX UTERI; CLUSTER ANALYSIS; FEMALE; HISTOCYTOCHEMISTRY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MIDDLE AGED; PRINCIPAL COMPONENT ANALYSIS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPECTRUM ANALYSIS, RAMAN; UTERINE CERVICAL DYSPLASIA; YOUNG ADULT;

EID: 84897805468     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.JBO.19.2.027007     Document Type: Article

References (57)

1. H. zur Hausen, "Papillomavirus infections-a major cause of human cancers," Biochim. Biophys. Acta 1288(2), F55-78 (1996). (Pubitemid 26335492)
2. M. A. Duggan et al., "The natural history of CIN I lesions," Eur. Gynaecol J. Oncol. 19(4), 338-344 (1998). (Pubitemid 28379199)
3. A. G. Ostor, "Natural history of cervical intraepithelial neoplasia: a critical review," Int. Gynecol J. Pathol. 12(2), 186-192 (1993). (Pubitemid 23095196)
4. W. A. McIndoe et al., "The invasive potential of carcinoma in situ of the cervix," Obstet. Gynecol. 64(4), 451-458 (1984). (Pubitemid 14013986)
5. M. R. E. McCredie et al., "Natural history of cervical neoplasia and risk of invasive cancer in women with cervical intraepithelial neoplasia 3: a retrospective cohort study," Lancet Oncol. 9(5), 425-434 (2008).
6. K. Nanda et al., "Accuracy of the Papanicolaou test in screening for and follow-up of cervical cytologic abnormalities: a systematic review," Ann. Intern. Med. 132(10), 810-819 (2000). (Pubitemid 30317797)
7. G. F. Vercellino et al., "Validity of the colposcopic criteria inner border sign, ridge sign, and rag sign for detection of high-grade cervical intraepithelial neoplasia," Obstet. Gynecol. 121(3), 624-631 (2013).
8. M. Coppleson, "Colposcopic features of papillomaviral infection and premalignancy in the female lower genital tract," Obstet. Gynecol. Clin. North Am. 14(2), 471-494 (1987). (Pubitemid 18063466)
9. A. Stafl and R. F. Mattingly, "Colposcopic diagnosis of cervical neoplasia," Obstet. Gynecol. 41(2), 168-176 (1973).
10. R. Reid et al., "Genital warts and cervical cancer. IV. A colposcopic index for differentiating subclinical papillomaviral infection from cervical intraepithelial neoplasia," Obstet Am. J. Gynecol. 149(8), 815-823 (1984). (Pubitemid 14057200)
11. D. G. Hong et al., "Prediction of high-grade squamous intraepithelial lesions using the modified Reid index," Int. Clin J. Oncol. 15(1), 65-69 (2010).
12. L. S. Massad et al., "The accuracy of colposcopic grading for detection of high-grade cervical intraepithelial neoplasia," J. Low. Genit. Tract Dis. 13(3), 137-144 (2009).
13. M. Sideri et al., "Interobserver variability of colposcopic interpretations and consistency with final histologic results," J. Low. Genit. Tract Dis. 8(3), 212-216 (2004). (Pubitemid 38859377)
14. J. W. Sellors et al., "Observer variability in the scoring of colpophotographs," Obstet. Gynecol. 76(6), 1006-1008 (1990).
15. I. J. Etherington et al., "Video colpography: a new technique for secondary cervical screening," Br. J. Obstet Gynaecol. 104(2), 150-153 (1997). (Pubitemid 27065134)
16. D. G. Ferris and M. Litaker, "Interobserver agreement for colposcopy quality control using digitized colposcopic images during the ALTS trial," J. Low. Genit. Tract Dis. 9(1), 29-35 (2005). (Pubitemid 40116725)
17. M. E. Baum et al., "Colposcopic accuracy of obstetrics and gynecology residents," Gynecol. Oncol. 103(3), 966-970 (2006). (Pubitemid 44821323)
18. S. J. Goldie et al., "Cost-effectiveness of cervical-cancer screening in five developing countries," N. Engl. J. Med 353(20), 2158-2168 (2005). (Pubitemid 41653107)
19. A. Mahadevan-Jansen et al., "Near-infrared Raman spectroscopy for in vitro detection of cervical precancers," Photochem. Photobiol. 68(1), 123-132 (1998). (Pubitemid 128472342)
20. U. Utzinger et al., "Near-infrared Raman spectroscopy for in vivo detection of cervical precancers," Appl. Spectrosc. 55(8), 955-959 (2001). (Pubitemid 32936269)
21. A. Robichaux-Viehoever et al., "Characterization of Raman spectra measured in vivo for the detection of cervical dysplasia," Appl. Spectrosc. 61(9), 986-993 (2007). (Pubitemid 47441734)
22. E. M. Kanter et al., "Multiclass discrimination of cervical precancers using Raman spectroscopy," J. Raman Spectrosc. 40(2), 205-211 (2009).
23. E. M. Kanter et al., "Application of Raman spectroscopy for cervical dysplasia diagnosis," J. Biophotonics 2(1-2), 81-90 (2009).
24. E. M. Kanter et al., "Effect of hormonal variation on Raman spectra for cervical disease detection," Am. J. Obstet. Gynecol. 200(5), 512.e1-5 (2009).
25. E. Vargis et al., "Effect of normal variations on disease classification of Raman spectra from cervical tissue," Analyst 136(14), 2981-2987 (2011).
26. J. Mo et al., "High wavenumber Raman spectroscopy for in vivo detection of cervical dysplasia," Anal. Chem. 81(21), 8908-8915 (2009).
27. S. Duraipandian et al., "In vivo diagnosis of cervical precancer using Raman spectroscopy and genetic algorithm techniques," Analyst 136(20), 4328-4336 (2011).
28. H. d. S. Martinho et al., "Role of cervicitis in the Raman-based optical diagnosis of cervical intraepithelial neoplasia," J. Biomed. Opt. 13(5), 054029 (2008).
29. M. Kyrgiou et al., "Obstetric outcomes after conservative treatment for intraepithelial or early invasive cervical lesions: systematic review and meta-analysis," Lancet 367(9509), 489-498 (2006). (Pubitemid 43208905)
30. K. Nam et al., "Random biopsy after colposcopy-directed biopsy improves the diagnosis of cervical intraepithelial neoplasia grade 2 or worse," J. Low. Genit. Tract Dis. 14(4), 346-351 (2010).
31. R. G. Pretorius et al., "Utility of random cervical biopsy and endocervical curettage in a low-risk population," J. Low. Genit. Tract Dis. 16(4), 333-338 (2012).
32. T. DeSantis et al., "Spectroscopic imaging as a triage test for cervical disease: a prospective multicenter clinical trial," J. Low. Genit. Tract Dis. 11(1), 18-24 (2007).
33. J. E. Kendrick, W. K. Huh, and R. D. Alvarez, "LUMA cervical imaging system," Expert Rev. Med. Devices 4(2), 121-129 (2007).
34. C. Yu et al., "Quantitative spectroscopic imaging for non-invasive early cancer detection," Opt. Express 16(20), 16227-16239 (2008).
35. C. Reble et al., "Influence of tissue absorption and scattering on the depth dependent sensitivity of Raman fiber probes investigated by Monte Carlo simulations," Biomed. Opt. Express 2(3), 520-533 (2011).
36. R. Hornung et al., "Quantitative near-infrared spectroscopy of cervical dysplasia in vivo," Hum. Reprod. 14(11), 2908-2916 (1999). (Pubitemid 29520718)
37. C. R. Weber et al., "Model-based analysis of reflectance and fluorescence spectra for in vivo detection of cervical dysplasia and cancer," J. Biomed. Opt. 13(6), 064016 (2008).
38. S. Regauer and O. Reich, "CK17 and p16 expression patterns distinguish (atypical) immature squamous metaplasia from high-grade cervical intraepithelial neoplasia (CIN III)," Histopathology 50(5), 629-635 (2007). (Pubitemid 46495822)
39. B. S. Apgar, L. Zoschnick, and T. C. Wright, "The 2001 Bethesda system terminology," Am. Fam. Physician 68(10), 1992-1998 (2003). (Pubitemid 37464330)
40. I. Barman et al., "Turbidity-corrected Raman spectroscopy for blood analyte detection," Anal. Chem. 81(11), 4233-4240 (2009).
41. R. J. Barnes, M. S. Dhanoa, and S. J. Lister, "Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra," Appl. Spectrosc. 43(5), 772-777 (1989).
42. G. P. Nason and B. W. Silverman, "The stationary wavelet transform and some statistical applications," Lec. Notes Stat. 103, 281-299 (1995).
43. I. Guyon and A. Elisseeff, "An introduction to variable and feature selection," J. Mach. Learn. Res. 3, 1157-1182 (2003).
44. C. M. Bishop, Pattern Recognition and Machine Learning (Information Science and Statistics), Springer, New York (2006).
45. F. Murtagh and A. Heck, Multivariate Data Analysis, D. Reidel Publishing, Dordrecht (1987).
46. M. Barker and W. Rayens, "Partial least squares for discrimination," J. Chemom 17(3), 166-173 (2003).
47. R. Wehrens, H. Putter, and L. Buydens, "The bootstrap: a tutorial," Chemometr. Intell. Lab. Syst. 54(1), 35-52 (2000).
48. J. Mirkovic et al., "Effect of anatomy on spectroscopic detection of cervical dysplasia," J. Biomed Opt. 14(4), 044021 (2009).
49. F. M. Lyng et al., "Vibrational spectroscopy for cervical cancer pathology, from biochemical analysis to diagnostic tool," Exp. Mol. Pathol. 82(2), 121-129 (2007). (Pubitemid 46483386)
50. L. E. Kamemoto et al., "Near-infrared micro-Raman spectroscopy for in vitro detection of cervical cancer," Appl. Spectrosc. 64(3), 255-261 (2010).
51. C. M. Krishna et al., "Raman spectroscopy studies for diagnosis of cancers in human uterine cervix," Vib. Spectrosc. 41(1), 136-141 (2006).
52. K. Sowoidnich and H. Kronfeldt, "Shifted excitation Raman difference spectroscopy at multiple wavelengths for in-situ meat species differentiation," Appl. Phys. B 108(4), 975-982 (2012).
53. B. B. Praveen et al., "Fluorescence suppression using wavelength modulated Raman spectroscopy in fiber-probe-based tissue analysis," J. Biomed. Opt. 17(7), 077006 (2012).
54. S. B. Cantor et al., "Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: testing a device as an adjunct to colposcopy," Int. J. Cancer 128(5), 1151-1168 (2011).
55. R. Cicchi et al., "Combined fluorescence-Raman spectroscopic setup for the diagnosis of melanocytic lesions," J. Biophotonics 7(1-2), 86-95 (2014).
56. Z. Huang et al., "Raman spectroscopy in combination with background near-infrared autofluorescence enhances the in vivo assessment of malignant tissues," Photochem. Photobiol. 81(5), 1219-1226 (2005). (Pubitemid 41545949)
57. O. R. Scepanovic et al., "Multimodal spectroscopy detects features of vulnerable atherosclerotic plaque," J. Biomed. Opt. 16(1), 011009 (2011).