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Human Feasibility Study of Fluorescence Spectroscopy Guided Optical Biopsy Needle for Prostate Cancer Diagnosis

机译:荧光光谱引导光学活组织检查针前列腺癌诊断的人为可行性研究

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Current prostate biopsy cores have a very low diagnostic yield. These biopsies often fail to diagnose prostate cancer since 90% of cores are histopathologically classified as benign. The concentrations of endogenous fluorophores in prostate tissue vary with disease states. Thus, fluorescence spectroscopy could be utilized to quantify these variations for identification of malignant lesions. We investigated clinical feasibility of a 14 gauge (1.98 mm) optical biopsy needle guided by fluorescence spectroscopy for real-time in vivo prostate cancer diagnosis. Built-in optical sensor has 8x100 mu m fibers for tissue excitation and a single 200 mu m fiber to collect spectral data. Custom-made fluorometer has 2 light-emitting diodes at 290 and 340 nm and a spectrometer. User interface for fluorometer operation and data collection was developed using LabView software. Each spectral data acquisition required similar to 2 seconds. The in vivo biopsies were performed during radical retropubic prostatectomy surgery on the exposed prostate with blood flow to the gland intact. A tissue biopsy core was obtained from each biopsy site after acquisition of spectral data. Above procedure was repeated ex vivo after surgical excision of the prostate. Biopsy cores were histopathologically classified as either benign or malignant and correlated with corresponding spectral data. Partial Least Square analysis was performed to determine diagnostically significant principal components as potential classifiers. A linear support vector machine and leave-one-out cross validation method was employed for tissue classification. Thirteen patients were consented to the study. Histopathological analysis found cancer in 29/208 in vivo and 51/224 ex vivo viable biopsy cores. Study results show 72% sensitivity, 66% specificity, and 93% negative predictive value for in vivo and 75%, 80%, and 93%, respectively, for ex vivo malignant versus benign prostatic tissue classification. Optical biopsy needle has a very high negative predictive value to indicate benign tissue while sufficient sensitivity for targeting areas suspicious for cancer within the prostate gland. Hence, the optical biopsy needle can increase the diagnostic yield of prostate biopsies with consequent improvement in patient care.
机译:目前的前列腺活组织检查核心具有非常低的诊断产量。由于90%的核心是组织病理学上归类为良性的,这些活组织检查通常未能诊断前列腺癌。前列腺组织中内源荧光团的浓度随疾病状态而变化。因此,可以利用荧光光谱来量化这些变化以鉴定恶性病变。我们调查了由荧光光谱引导的14尺度(1.98毫米)的光学活检针进行临床可行性,以实时在体内前列腺癌诊断。内置光学传感器具有8×100μm的纤维,用于组织励磁和单个200μm光纤,收集光谱数据。定制的荧光计在290和340nm处具有2个发光二极管和光谱仪。使用LabVIEW软件开发了用于荧光计操作和数据收集的用户界面。每个光谱数据采集需要类似于2秒。在暴露的前列腺前列腺切除手术期间进行体内活组织检查,在暴露的前列腺上与血液流向腺体完好无损。在获取光谱数据后,从每个活检部位获得组织活检核心。在前列腺外切除后重复上述程序。活组织检查核心是组织病理学上分类为良性或恶性,并与相应的光谱数据相关。进行局部最小二乘分析以确定诊断的重要主成分作为潜在的分类器。用于组织分类的线性支持向量机和休留次交叉验证方法。三十名患者同意这项研究。组织病理学分析发现癌症在体内29/208和51/224前体内活检活检核心。研究结果显示72%的敏感性,66%的特异性,体内的93%的阴性预测值和75%,80%和93%,用于离体恶性与良性前列腺组织分类。光学活检针具有非常高的阴性预测值,以表明良性组织,同时针对前列腺内靶向癌症的靶向区域的足够敏感性。因此,光学活检针可以增加前列腺活组织检查的诊断产量,随后改善患者护理。

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