Feasibility of clinical detection of cervical dysplasia using angle-resolved low coherence interferometry measurements of depth-resolved nuclear morphology

被引:19
作者
Ho, Derek [1 ]
Drake, Tyler K. [1 ]
Smith-McCune, Karen K. [2 ]
Darragh, Teresa M. [3 ]
Hwang, Loris Y. [4 ]
Wax, Adam [1 ]
机构
[1] Duke Univ, Dept Biomed Engn, FCIEMAS 2571,101 Sci Dr, Durham, NC 27708 USA
[2] Univ Calif San Francisco, Dept Obstet Gynecol & Reprod Sci, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Dept Pathol, San Francisco, CA 94140 USA
[4] Univ Calif San Francisco, Dept Pediat, Div Adolescent Med, San Francisco, CA 94143 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
cervical cancer; a/LCI; cancer screening; cancer nuclear morphology; optical biopsy; SQUAMOUS INTRAEPITHELIAL LESIONS; INFRARED RAMAN-SPECTROSCOPY; CONFOCAL MICROSCOPY; LIGHT-SCATTERING; CANCER; NEOPLASIA; FLUORESCENCE; TISSUE; CELLS; PROGRESSION;
D O I
10.1002/ijc.30539
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
This study sought to establish the feasibility of using in situ depth-resolved nuclear morphology measurements for detection of cervical dysplasia. Forty enrolled patients received routine cervical colposcopy with angle-resolved low coherence interferometry (a/LCI) measurements of nuclear morphology. a/LCI scans from 63 tissue sites were compared to histopathological analysis of co-registered biopsy specimens which were classified as benign, low-grade squamous intraepithelial lesion (LSIL), or high-grade squamous intraepithelial lesion (HSIL). Results were dichotomized as dysplastic (LSIL/HSIL) versus non-dysplastic and HSIL versus LSIL/benign to determine both accuracy and potential clinical utility of a/LCI nuclear morphology measurements. Analysis of a/LCI data was conducted using both traditional Mie theory based processing and a new hybrid algorithm that provides improved processing speed to ascertain the feasibility of real-time measurements. Analysis of depth-resolved nuclear morphology data revealed a/LCI was able to detect a significant increase in the nuclear diameter at the depth bin containing the basal layer of the epithelium for dysplastic versus non-dysplastic and HSIL versus LSIL/Benign biopsy sites (both p<0.001). Both processing techniques resulted in high sensitivity and specificity (> 0.80) in identifying dysplastic biopsies and HSIL. The hybrid algorithm demonstrated a threefold decrease in processing time at a slight cost in classification accuracy. The results demonstrate the feasibility of using a/LCI as an adjunctive clinical tool for detecting cervical dysplasia and guiding the identification of optimal biopsy sites. The faster speed from the hybrid algorithm offers a promising approach for real-time clinical analysis.
引用
收藏
页码:1447 / 1456
页数:10
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