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A study of evaluating specific tissue oxygen saturation values of gastrointestinal tumors by removing adherent substances in oxygen saturation imaging

机译:通过去除氧饱和成像中的粘附物质来评估胃肠道肿瘤的特定组织氧饱和度值的研究

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摘要

ObjectivesOxygen saturation (OS) imaging is a new method of endoscopic imaging that has clinical applications in oncology which can directly measure tissue oxygen saturation (Sto2) of the surface of gastrointestinal tract without any additional drugs or devices. This imaging technology is expected to contribute to research into cancer biology which leads to clinical benefit such as prediction to efficacy of chemotherapy or radiotherapy. However, adherent substances on tumors such as blood and white coating, pose a challenge for accurate measurements of the StO2 values in tumors. The aim of this study was to develop algorithms for discriminating between the tumors and their adherent substances, and to investigate whether it is possible to evaluate the tumor specific StO2 values excluding adherent substances during OS imaging.MethodsWe plotted areas of tumors and their adherent substances using white-light images of 50 upper digestive tumors: blood (68 plots); reddish tumor (83 plots); white coating (89 plots); and whitish tumor (79 plots). Scatter diagrams and discriminating algorithms using spectrum signal intensity values were constructed and verified using validation datasets. StO2 values were compared between the tumors and tumor adherent substances using OS images of gastrointestinal tumors.ResultsThe discriminating algorithms and their accuracy rates (AR) were as follows: blood vs. reddish tumor: Y> - 4.90X+7.13 (AR: 95.9%) and white coating vs. whitish tumor: Y< -0.52X+0.17 (AR: 96.0%). The StO2 values (median, [range]) were as follows: blood, 79.3% [37.8%-100.0%]; reddish tumor, 74.5% [62.0%-86.9%]; white coating, 73.8% [42.1%-100.0%]; and whitish tumor, 65.7% [53.0%-76.3%].ConclusionsOS imaging is strongly influenced by adherent substances for evaluating the specific StO2 value of tumors; therefore, it is important to eliminate the information of adherent substances for clinical application of OS imaging.
机译:ObjectiveSoxygen饱和度(OS)成像是一种内窥镜成像的新方法,其具有在肿瘤学中具有临床应用,其可以直接测量胃肠道表面的组织氧饱和度(STO2),而无需任何额外的药物或装置。预计该影像技术有助于研究癌症生物学,这导致临床益处,例如预测化疗或放射疗法的疗效。然而,血液和白色涂层等肿瘤上的粘附物质构成了肿瘤中STO2值的精确测量挑战。本研究的目的是开发用于区分肿瘤和粘附物质的算法,并研究是否可以评估OS成像期间粘附物质的肿瘤特异性STO2值。甲肾上腺瘤和其粘附物质使用50个上消化肿瘤的白光图像:血液(68个地块);红肿瘤(83个绘图);白色涂层(89个绘图);和白色的肿瘤(79个地块)。使用验证数据集构建和验证使用频谱信号强度值的散点图和鉴别算法。使用胃肠道肿瘤的OS图像与肿瘤和肿瘤粘附物质之间的肿瘤和肿瘤粘附物质进行比较。鉴别算法及其精度率(AR)如下:血液与红色肿瘤:Y> - 4.90x + 7.13(AR:95.9%) )和白色涂层与白色涂层肿瘤:Y <-0.52×+ 0.17(Ar:96.0%)。 STO2值(中位数,[范围])如下:血液,79.3%[37.8%-100.0%];红肿瘤,74.5%[62.0%-86.9%];白色涂层,73.8%[42.1%-100.0%];和发白的肿瘤,65.7%[53.0%-76.3%]。结论是对评估肿瘤特异性STO2值的粘附物质的强烈影响;因此,重要的是消除临床应用OS成像的粘附物质的信息。

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