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Quantitative assessment of breast tumor stroma using crosspolarization OCT and multiphoton tomography

机译:交叉极化OCT和多光子层析成像技术定量评估乳腺肿瘤基质

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Breast cancer is a genetically heterogeneous disease characterized by various biomolecular and morphological features that affect the diagnosis, prognosis, and treatment response. In this study we combined cross-polarization optical coherence tomography (CP OCT) and multiphoton tomography (MPT), based on second harmonic generation (SHG), and two-photon-excited fluorescence (TPEF) to visualize tumor stroma and tumor cells in specimens of a human breast tissue. The data obtained by both techniques were compared with histopathology. The CP OCT and MPT images were quantitatively assessed to distinguish a breast normal tissue from a cancer as well as between a low and a high grade of cancer. Quantitative assessment of the CP OCT image included the calculation of signal attenuation coefficients separately for co- and cross- polarization channels and the formation the color-coded en-face distribution maps of these coefficients. The attenuation coefficient in cross- polarization channel showed better difference between breast cancer of low and high grades and distinguish them from normal tissue. The SHG images were processed using texture analysis techniques to quantify the density of collagen fibers in normal tissue and tumor. Thus, both imaging techniques have great potential to distinguish nontumorous and tumorous human breast tissue of varying degrees of malignancy and could provide identifying breast cancer margins for in surgery.
机译:乳腺癌是一种遗传异质性疾病,其特征是影响诊断,预后和治疗反应的各种生物分子和形态特征。在这项研究中,我们结合了基于二次谐波生成(SHG)和双光子激发荧光(TPEF)的交叉偏振光学相干断层扫描(CP OCT)和多光子断层扫描(MPT)来可视化标本中的肿瘤基质和肿瘤细胞人的乳房组织。将两种技术获得的数据与组织病理学进行比较。对CP OCT和MPT图像进行了定量评估,以区分乳房正常组织与癌症以及低度和高度癌症。 CP OCT图像的定量评估包括分别计算同极化和交叉极化通道的信号衰减系数,并形成这些系数的彩色编码的面部分布图。交叉极化通道的衰减系数在低度和高度乳腺癌之间显示出更好的差异,并将它们与正常组织区分开。使用纹理分析技术对SHG图像进行处理,以量化正常组织和肿瘤中胶原纤维的密度。因此,这两种成像技术都有很大的潜力来区分不同程度恶性的非肿瘤和肿瘤性人类乳房组织,并且可以为手术中的乳腺癌切缘提供鉴定。

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