Optical detection of high-grade cervical intraepithelial neoplasia in vivo: results of a 604-patient study.

OBJECTIVE The purpose of this study was to assess the in vivo optical detection of high-grade cervical intraepithelial neoplasia (2/3+) on the whole cervix with a noncontact, spectroscopic device. STUDY DESIGN Cervical scanning devices collected intrinsic fluorescence and broadband white light spectra and video images from 604 women during routine colposcopy examinations at 6 clinical centers. A statistically significant dataset was developed of intrinsic fluorescence and white light-induced cervical tissue spectra that was correlated to expert histopathologic determination. On the basis of a retrospective analysis of the acquired data, a classification algorithm was developed, validated, and optimized. RESULTS Intrinsic fluorescence, backscattered white light, and video imaging each contribute complementary information to diagnostic algorithms for high-grade cervical neoplasia. More than 10000 measurements that were made on colposcopically identified tissue from >500 subjects were the basis for algorithm training and testing. Algorithm performance demonstrated a sensitivity of approximately 90%. This performance was confirmed by various training methods. With the use of a multivariate classification algorithm, optical detection is predicted to detect 33% more high-grade cervical intraepithelial neoplasia (2/3+) than colposcopy alone. CONCLUSION Full cervix optical interrogation for the detection of high-grade cervical intraepithelial neoplasia is feasible and appears capable of detecting more high-grade cervical intraepithelial neoplasia than colposcopy alone. With the use of this classification algorithm, a multisite, randomized controlled trial is underway that compares the combination of optical detection and colposcopy versus colposcopy alone.

[1]  F J McGovern,et al.  Fluorescence detection of bladder carcinoma. , 1997, Urology.

[2]  R Richards-Kortum,et al.  Understanding the contributions of NADH and collagen to cervical tissue fluorescence spectra: modeling, measurements, and implications. , 2001, Journal of biomedical optics.

[3]  T J Flotte,et al.  Ultraviolet laser‐induced fluorescence of colonic tissue: Basic biology and diagnostic potential , 1992, Lasers in surgery and medicine.

[4]  B. Palcic,et al.  Autofluorescence of normal and malignant bronchial tissue , 1991, Lasers in surgery and medicine.

[5]  Kagan Tumer,et al.  Ensembles of radial basis function networks for spectroscopic detection of cervical precancer , 1998, IEEE Transactions on Biomedical Engineering.

[6]  I J Bigio,et al.  Spectroscopic diagnosis of bladder cancer with elastic light scattering , 1995, Lasers in surgery and medicine.

[7]  M A D'Hallewin,et al.  Fluorescence imaging of bladder cancer. , 1994, Acta urologica Belgica.

[8]  Sharon Thomsen,et al.  Spectroscopic diagnosis of cervical intraepithelial neoplasia (CIN) in vivo using laser‐induced fluorescence spectra at multiple excitation wavlengths , 1996, Lasers in surgery and medicine.

[9]  G. Zonios,et al.  Morphological model of human colon tissue fluorescence , 1996, IEEE Transactions on Biomedical Engineering.

[10]  N Ramanujam,et al.  Fluorescence spectroscopy: a diagnostic tool for cervical intraepithelial neoplasia (CIN). , 1994, Gynecologic oncology.

[11]  O. Cussenot,et al.  Laser induced autofluorescence diagnosis of bladder tumors: dependence on the excitation wavelength. , 1996, The Journal of urology.

[12]  K. Badizadegan,et al.  Fluorescence, reflectance, and light-scattering spectroscopy for evaluating dysplasia in patients with Barrett's esophagus. , 2001, Gastroenterology.

[13]  D. Ferris,et al.  Multimodal Hyperspectral Imaging for the Noninvasive Diagnosis of Cervical Neoplasia , 2001, Journal of lower genital tract disease.

[14]  Rebecca R. Richards-Kortum,et al.  Optimal excitation wavelengths for discrimination of cervical neoplasia , 2002, IEEE Transactions on Biomedical Engineering.

[15]  Rick E. Sneed,et al.  In vivo cancer diagnosis of the esophagus using differential normalized fluorescence (DNF) indices , 1995, Lasers in surgery and medicine.

[16]  R Richards-Kortum,et al.  Reflectance spectroscopy for in vivo characterization of ovarian tissue , 2001, Lasers in surgery and medicine.

[17]  O. Cussenot,et al.  The Role of Laser‐Induced Autofluorescence Spectroscopy in Bladder Tumor Detection: Dependence on the Excitation Wavelength , 1998, Annals of the New York Academy of Sciences.

[18]  N Ramanujam,et al.  Development of a multivariate statistical algorithm to analyze human cervical tissue fluorescence spectra acquired in vivo , 1996, Lasers in surgery and medicine.

[19]  K. Schomacker,et al.  Laser induced autofluorescence diagnosis of bladder cancer. , 1996, The Journal of urology.

[20]  M F Mitchell,et al.  Fluorescence spectroscopy for diagnosis of squamous intraepithelial lesions of the cervix. , 1999, Obstetrics and gynecology.

[21]  L Burke,et al.  Identification of cervical intraepithelial neoplasia (CIN) using UV‐excited fluorescence and diffuse‐reflectance tissue spectroscopy , 2001, Lasers in surgery and medicine.

[22]  N. Ramanujam Fluorescence spectroscopy of neoplastic and non-neoplastic tissues. , 2000, Neoplasia.

[23]  Michele Follen,et al.  Reflectance spectroscopy for in vivo detection of cervical precancer. , 2002, Journal of biomedical optics.

[24]  Joan L. Walker A randomized trial on the management of low-grade squamous intraepithelial lesion cytology interpretations. , 2003, American journal of obstetrics and gynecology.

[25]  K. Schomacker,et al.  Autofluorescence guided biopsy for the early diagnosis of bladder carcinoma. , 1998, The Journal of urology.

[26]  Irene Georgakoudi,et al.  Trimodal spectroscopy for the detection and characterization of cervical precancers in vivo. , 2002, American journal of obstetrics and gynecology.

[27]  E.V. Trujillo,et al.  Performance estimation of diagnostic tests for cervical precancer based on fluorescence spectroscopy: effects of tissue type, sample size, population, and signal-to-noise ratio , 1999, IEEE Transactions on Biomedical Engineering.

[28]  O. Cussenot,et al.  Argon laser induced autofluorescence may distinguish between normal and tumor human urothelial cells: a microspectrofluorimetric study. , 1996, The Journal of urology.

[29]  R Marchesini,et al.  In vivo SPECTROPHOTOMETRIC EVALUATION OF NEOPLASTIC AND NON‐NEOPLASTIC SKIN PIGMENTED LESIONS. II: DISCRIMINANT ANALYSIS BETWEEN NEVUS AND MELANOMA , 1992, Photochemistry and photobiology.

[30]  R. Richards-Kortum,et al.  Study of the fluorescence properties of normal and neoplastic human cervical tissue , 1993, Lasers in surgery and medicine.

[31]  Sung K. Chang,et al.  Multispectral digital colposcopy for in vivo detection of cervical cancer. , 2003, Optics express.

[32]  Gregg Staerkel,et al.  Cervical Precancer Detection Using a Multivariate Statistical Algorithm Based on Laser‐Induced Fluorescence Spectra at Multiple Excitation Wavelengths , 1996, Photochemistry and photobiology.