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Optical sensing for tumor detection in the liver

机译:光学检测肝脏中的肿瘤

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摘要

Background: There is an increasing trend for optical guidance techniques in surgery. Optical imaging using Diffuse Reflectance Spectroscopy (DRS) can distinguish different tissue types through a specific "optical fingerprint". We investigated whether DRS could discriminate metastatic tumor tissue from normal liver tissue and thus if this technique would have potential for further implementation into surgical instruments or radiological intervention tools. Methods: A miniaturized optical needle was developed able to collect DRS spectra between 500 and 1600 nm. Liver specimen of 24 patients operated for colorectal liver metastases were analyzed with DRS immediately after resection. Multiple measurements were performed and DRS results were compared to the histology analysis of the measurement locations. In addition, normal liver tissue was scored for the presence or absence of steatosis. Results: A total of 780 out of the 828 optical measurements were correctly classified into either normal or tumor tissue. The resulting sensitivity and specificity were both 94%. The results of the analysis for each patient individually showed an accuracy of 100%. The Spearman's rank correlation of DRS-estimated percentages of hepatic steatosis in liver tissue compared to that of the pathologist was 0.86. Conclusions: DRS demonstrates a high accuracy in discriminating normal liver tissue from colorectal liver metastases. DRS can also predict the degree of hepatic steatosis with high accuracy. The technique, here demonstrated in a needle like probe, may as such be incorporated into surgical tools for optical guided surgery or percutaneous needles for radiological interventions.
机译:背景:光学引导技术在手术中的趋势正在增加。使用漫反射光谱(DRS)的光学成像可以通过特定的“光学指纹”来区分不同的组织类型。我们研究了DRS是否可以将转移性肿瘤组织与正常肝组织区分开,因此,该技术是否有可能进一步应用于外科手术器械或放射干预工具。方法:开发了一种微型光学针,能够收集500至1600 nm之间的DRS光谱。切除后立即用DRS分析24例大肠肝转移手术患者的肝脏标本。进行了多次测量,并将DRS结果与测量位置的组织学分析进行了比较。此外,对正常肝组织的脂肪变性进行评分。结果:在828个光学测量结果中,总共780个被正确分类为正常组织或肿瘤组织。所得的敏感性和特异性均为94%。每个患者的分析结果分别显示出100%的准确性。与病理学家相比,DRS估计肝组织中肝脂肪变性百分比的Spearman等级相关性为0.86。结论:DRS在区分正常肝组织和结直肠肝转移方面显示出很高的准确性。 DRS还可以高精度地预测肝脂肪变性的程度。可以在类似针的探针中证明的技术可以这样结合到用于光学引导手术的手术工具或用于放射学干预的经皮针中。

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