Real-time reflectance confocal microscopy: comparison of two-dimensional images and three-dimensional image stacks for detection of cervical precancer

被引:40
作者
Collier, Tom
Guillaud, Martial
Follen, Michele
Malpica, Anais
Richards-Kortum, Rebecca
机构
[1] Univ Texas, Dept Elect & Comp Engn, Austin, TX 78712 USA
[2] BC Canc Res Ctr, Vancouver, BC V5Z 1L3, Canada
[3] Univ Texas, MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[4] Univ Texas, MD Anderson Canc Ctr, Dept Gynocol Oncol, Houston, TX 77030 USA
[5] Rice Univ, Dept Bioengn, Houston, TX 77005 USA
关键词
confocal optics; three dimensions; medical imaging;
D O I
10.1117/1.2717899
中图分类号
Q5 [生物化学];
学科分类号
071010 [生物化学与分子生物学]; 081704 [应用化学];
摘要
Confocal microscopy can provide real-time, 2-D and 3-D images of the cellular morphology and tissue architecture features that pathologists use to detect precancerous lesions without the need for tissue removal, sectioning, and staining. The utility of 3-D confocal image stacks of epithelial tissue for detecting dysplasia has not yet been explored. We aim to extract morphometry and tissue architecture information from 2-D confocal reflectance images and 3-D image stacks from fresh, unstained cervical biopsies and compare their potential for detecting dysplasia. Nine biopsies are obtained from eight patients; confocal images are acquired pre- and postacetic acid at multiple epithelial depths in 1.5 mu m-intervals. Postacetic acid images are processed to segment cell nuclei; after segmentation, 2-D images taken at 50 mu m below the tissue surface, and the entire 3-D image stacks are processed to extract morphological and architectural features. Data are analyzed to determine which features gave the best separation between normal and high-grade cervical precancer. Most significant differences are obtained from parameters extracted from the 3-D image stacks. However, in all cases where the 2-D features were multiplicatively scaled by the depth of acquisition divided by the epithelial thickness or scaled by the scattering coefficient, the significance level is equal to or greater than the comparable feature extracted from the 3-D image stacks. A linear discriminant function previously developed to separate 19 samples of normal tissue and high-grade cervical precancer based on the nuclear-to-cytoplasm (N/C) ratio and epithelial scattering coefficient is prospectively applied to the nine biopsies examined to determine the accuracy with which it could separate normal tissue from cervical intra epithelial neoplasia (CIN) 2/3. For the entire data set of 28 biopsies, a sensitivity and specificity of 100% is produced using this discriminant function; the scattering coefficient provides more discriminative capacity than the N/C ratio. The success of the scaled 2-D image features has important implications for using confocal microscopy to detect precancer in the clinic. Acquisition of the epithelial thickness or scattering coefficient requires less time than 3-D image sets and little additional effort is required to gain the added information compared to 2-D images alone. (C) 2007 Society of Photo-Optical Instrumentation Engineers.
引用
收藏
页数:7
相关论文
共 16 条
[1]
[Anonymous], BLAUSTEINS PATHOLOGY
[2]
Light scattering from normal and dysplastic cervical cells at different epithelial depths: finite-difference time-domain modeling with a perfectly matched layer boundary condition [J].
Arifler, D ;
Guillaud, M ;
Carraro, A ;
Malpica, A ;
Follen, M ;
Richards-Kortum, R .
JOURNAL OF BIOMEDICAL OPTICS, 2003, 8 (03) :484-494
[3]
Clark AL, 2003, CLIN CANCER RES, V9, P4714
[4]
Determination of epithelial tissue scattering coefficient using confocal microscopy [J].
Collier, T ;
Arifler, D ;
Malpica, A ;
Follen, M ;
Richards-Kortum, R .
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2003, 9 (02) :307-313
[5]
Near real-time confocal microscopy of amelanotic tissue: Detection of dysplasia in ex vivo cervical tissue [J].
Collier, T ;
Lacy, A ;
Richards-Kortum, R ;
Malpica, A ;
Follen, M .
ACADEMIC RADIOLOGY, 2002, 9 (05) :504-512
[6]
Near real time confocal microscopy of amelanotic tissue: Dynamics of aceto-whitening enable nuclear segmentation [J].
Collier, T ;
Shen, P ;
de Pradier, B ;
Sung, KB ;
Richards-Kortum, R ;
Malpica, A ;
Follen, M .
OPTICS EXPRESS, 2000, 6 (02) :40-48
[7]
Use of in vivo confocal microscopy in malignant melanoma -: An aid in diagnosis and assessment of surgical, and nonsurgical therapeutic approaches [J].
Curiel-Lewandrowski, C ;
Williams, CM ;
Swindells, KJ ;
Tahan, SR ;
Astner, S ;
Frankenthaler, RA ;
González, S .
ARCHIVES OF DERMATOLOGY, 2004, 140 (09) :1127-+
[8]
Exploratory analysis of quantitative histopathology of cervical intraepithelial neoplasia: Objectivity, reproducibility, malignancy-associated changes, and human papillomavirus [J].
Guillaud, M ;
Cox, D ;
Adler-Storthz, K ;
Malpica, A ;
Staerkel, G ;
Matisic, J ;
Van Niekerk, D ;
Poulin, N ;
Follen, M ;
MacAulay, C .
CYTOMETRY PART A, 2004, 60A (01) :81-89
[9]
Basal cytokeratins and their relationship to the cellular origin and functional classification of breast cancer [J].
Gusterson, BA ;
Ross, DT ;
Heath, VJ ;
Stein, T .
BREAST CANCER RESEARCH, 2005, 7 (04) :143-148
[10]
A novel method of virtual histopathology using laser-scanning confocal microscopy in-vitro with untreated fresh specimens from the gastrointestinal mucosa [J].
Inoue, H ;
Igari, T ;
Nishikage, T ;
Ami, K ;
Yoshida, T ;
Iwai, T .
ENDOSCOPY, 2000, 32 (06) :439-443