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

机译:角度分辨低相干干涉测量深度分辨核形态学检测宫颈发育异常的可行性

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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.
机译:这项研究试图建立使用原位深度分辨核形态学测量技术检测宫颈发育异常的可行性。四十()名入组患者接受常规宫颈阴道镜检查,并采用角分辨低相干干涉术(a / LCI)测量核形态。将来自63个组织部位的a / LCI扫描与共同注册的活检标本的组织病理学分析进行比较,活检标本被分类为良性,低度鳞状上皮内病变(LSIL)或高度鳞状上皮内病变(HSIL)。将结果分为发育异常(LSIL / HSIL)与非发育异常,以及HSIL与LSIL /良性相对比,以确定a / LCI核形态学测量的准确性和潜在临床实用性。使用传统的基于Mie理论的处理和新的混合算法对a / LCI数据进行分析,该算法可提高处理速度以确保实时测量的可行性。对深度分辨核形态数据的分析表明a / LCI能够检测到发育不良与非发育异常以及HSIL与LSIL /良性活检部位的上皮基底层深度盒的核径显着增加(均p <0.001)。两种处理技术在识别增生异常的活检和HSIL方面均具有很高的灵敏度和特异性(> 0.80)。混合算法显示出处理时间减少了三倍,而分类精度却降低了。结果证明了使用a / LCI作为辅助临床工具检测宫颈不典型增生并指导最佳活检部位鉴定的可行性。混合算法的更快速度为实时临床分析提供了一种有前途的方法。

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