Chen Shengsen, Yu Jiangping, Ruan Rongwei, Li Yandong, Tao Yali, Shen Qiwen, Cui Zhao, Shen Cheng, Wang Huogen, Jin Jiayan, Chen Ming, Jin Chaohui, Wang Shi
Department of Endoscopy, Zhejiang Cancer Hospital, Institute of Cancer and Basic Medicine, University of Chinese Academy of Sciences, Hangzhou, China.
Hithink RoyalFlush Information Network Co., Ltd, Hangzhou, China.
Front Med (Lausanne). 2021 Nov 15;8:763675. doi: 10.3389/fmed.2021.763675. eCollection 2021.
A pink color change occasionally found by us under magnifying endoscopy with narrow-band imaging (ME-NBI) may be a special feature of early gastric cancer (EGC), and was designated the "pink pattern". The purposes of this study were to determine the relationship between the pink pattern and the cytopathological changes in gastric cancer cells and whether the pink pattern is useful for the diagnosis of EGC. The color features of ME-NBI images and pathological images of cancerous gastric mucosal surfaces were extracted and quantified. The cosine similarity was calculated to evaluate the correlation between the pink pattern and the nucleus-to-cytoplasm ratio of cancerous epithelial cells. Two diagnostic tests were performed by 12 endoscopists using stored ME-NBI images of 185 gastric lesions to investigate the diagnostic efficacy of the pink pattern for EGC. The diagnostic values, such as the area under the curve (AUC), the accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), of test 1 and test 2 were compared. The cosine similarity between the color values of ME-NBI images and pathological images of 20 lesions was at least 0.744. The median AUC, accuracy, sensitivity, specificity, PPV, and NPV of test 2 were significantly better than those of test 1 for all endoscopists and for the junior and experienced groups. The pink pattern observed in ME-NBI images correlated strongly with the change in the nucleus-to-cytoplasm ratio of gastric epithelial cells, and could be considered a useful marker for the diagnosis of differentiated EGC.
我们在窄带成像放大内镜检查(ME-NBI)下偶尔发现的粉红色变化可能是早期胃癌(EGC)的一个特殊特征,被称为“粉红色模式”。本研究的目的是确定粉红色模式与胃癌细胞的细胞病理学变化之间的关系,以及粉红色模式是否有助于EGC的诊断。提取并量化了胃癌黏膜表面的ME-NBI图像和病理图像的颜色特征。计算余弦相似度以评估粉红色模式与癌上皮细胞核质比之间的相关性。12名内镜医师使用185个胃部病变的ME-NBI存储图像进行了两项诊断测试,以研究粉红色模式对EGC的诊断效能。比较了测试1和测试2的诊断价值,如曲线下面积(AUC)、准确性、敏感性、特异性、阳性预测值(PPV)和阴性预测值(NPV)。20个病变的ME-NBI图像和病理图像的颜色值之间的余弦相似度至少为0.744。对于所有内镜医师以及初级和经验丰富的组,测试2的AUC、准确性、敏感性、特异性、PPV和NPV的中位数均显著优于测试1。ME-NBI图像中观察到的粉红色模式与胃上皮细胞核质比的变化密切相关,可被视为诊断分化型EGC的有用标志物。