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基于空域低相干定量相位显微镜术提高胰腺癌的细胞学诊断。

Spatial-domain low-coherence quantitative phase microscopy to improve the cytological diagnosis of pancreatic cancer.

机构信息

General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.

Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

出版信息

J Investig Med. 2020 Jan;68(1):60-67. doi: 10.1136/jim-2019-000997. Epub 2019 Jul 19.

Abstract

Use of endoscopic ultrasound-guided fine needle aspiration (EUS-FNA) cytology to detect pancreatic cancer is limited, with a high false negative rate mainly due to the relatively fewer number of completely cancerous cells. To improve the accuracy of EUS-FNA cytological diagnosis, we evaluated a novel optical system-spatial-domain low-coherence quantitative phase microscopy (SL-QPM)-to analyze nanoscale nuclear architecture on original cytology samples, especially those diagnosed as indeterminate for malignancy, with the goal of maintaining high specificity and reducing false positive rate. We performed SL-QPM on original cytology samples obtained by EUS-FNA from 40 patients with suspicious pancreatic solid lesions (27 adenocarcinomas, 5 neuroendocrine tumor, 8 chronic pancreatitis), including 13 cases that were cytologically indeterminate. Each diagnosis had been confirmed by follow-up surgical pathology. The SL-QPM-derived nanoscale nuclear architectural parameters distinguished pancreatic cancer from cytologically indeterminate cells. A logistic regression model using nuclear entropy and SD increased the sensitivity of cytology in identifying pancreatic cancer from 72% to 94% while maintaining 100% specificity. The SL-QPM-derived nanoscale nuclear architecture properties show great promise in improving the cytological diagnosis of EUS-FNA for pancreatic cancer and could be used when traditional cytopathology does not get an accurate diagnosis, and can be easily translated into a traditional clinical device.

摘要

使用内镜超声引导下细针抽吸(EUS-FNA)细胞学检查来检测胰腺癌是有限的,其假阴性率较高,主要是因为完全癌变的细胞相对较少。为了提高 EUS-FNA 细胞学诊断的准确性,我们评估了一种新型光学系统——空域低相干定量相显微镜(SL-QPM)——来分析原始细胞学样本上的纳米级核结构,特别是那些诊断为恶性程度不确定的样本,目标是保持高特异性和降低假阳性率。我们对 40 名可疑胰腺实体病变患者(27 例腺癌,5 例神经内分泌肿瘤,8 例慢性胰腺炎)通过 EUS-FNA 获得的原始细胞学样本进行了 SL-QPM 分析,其中包括 13 例细胞学不确定的病例。每个诊断都通过后续手术病理得到了证实。SL-QPM 衍生的纳米级核结构参数可区分胰腺癌与细胞学不确定的细胞。使用核熵和 SD 的逻辑回归模型提高了细胞学识别胰腺癌的敏感性,从 72%提高到 94%,同时保持了 100%的特异性。SL-QPM 衍生的纳米级核结构特性有望改善 EUS-FNA 对胰腺癌的细胞学诊断,可用于传统细胞病理学无法获得准确诊断的情况,并且易于转化为传统的临床设备。

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