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Evaluation of the metastatic potential of malignant cells by image processing of digital holographic microscopy data

机译:通过数字全息显微镜数据的图像处理评估恶性细胞的转移潜力

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摘要

The cell refractive index has been proposed as a putative cancer biomarker of great potential, being correlated with cell content and morphology, cell division rate and membrane permeability. We used digital holographic microscopy to compare the refractive index and dry mass density of two B16 murine melanoma sublines of different metastatic potential. Using statistical methods, the distribution of phase shifts within the reconstructed quantitative phase images was analyzed by the method of bimodality coefficients. The observed correlation of refractive index, dry mass density and bimodality profile with the metastatic potential of the cells was validated by real time impedance‐based assay and clonogenic tests. We suggest that the refractive index and bimodality analysis of quantitative phase image histograms could be developed as optical biomarkers useful in label‐free detection and quantitative evaluation of cell metastatic potential.
机译:已经提出了细胞折光指数作为潜在的癌症生物标志物,其与细胞含量和形态,细胞分裂速率和膜通透性相关。我们使用数字全息显微镜比较了两种具有不同转移潜能的B16鼠黑色素瘤亚系的折射率和干质量密度。使用统计方法,通过双峰系数方法分析了重建的定量相位图像内的相移分布。通过实时的基于阻抗的分析和克隆形成测试验证了观察到的折射率,干物质密度和双峰分布与细胞转移潜力的相关性。我们建议可以将定量相图像直方图的折射率和双峰分析开发为光学生物标记,可用于无标记检测和细胞转移潜力的定量评估。

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