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体外培养的单个人类肿瘤细胞的喇曼光谱变化:与细胞周期和培养密度的相关性。

Variability in Raman spectra of single human tumor cells cultured in vitro: correlation with cell cycle and culture confluency.

机构信息

Dept. of Physics & Astronomy, University of Victoria, Victoria, BC, Canada.

出版信息

Appl Spectrosc. 2010 Aug;64(8):871-87. doi: 10.1366/000370210792080966.

Abstract

In this work we investigate the capability of Raman microscopy (RM) to detect inherent sources of biochemically based spectral variability between single cells of a human tumor cell line (DU145) cultured in vitro. Principal component analysis (PCA) is used to identify differences in single-cell Raman spectra. These spectral differences correlate with (1) cell cycle progression and (2) changing confluency of a cell culture during the first 3 to 4 days after sub-culturing. Cell cycle regulatory drugs are used to synchronize the cell cycle progression of cell cultures, and flow cytometry is used to determine the cell cycle distribution of cell cultures at the time of Raman analysis. Spectral variability arising from cell cycle progression is (1) expressed as varying intensities of protein and nucleic acid features relative to lipid features, (2) well correlated with known biochemical changes in cells as they progress through the cell cycle, and (3) shown to be the most significant source of inherent spectral variability between cells. Furthermore, the specific biomolecules responsible for the observed spectral variability due to both cell cycle progression and changes in cell culture confluency can be identified in the first and second components of principal component analysis (PCA). Our characterization of the inherent sources of variability in Raman spectra of single human cells will be useful for understanding subtle spectral differences in RM studies of single cells.

摘要

在这项工作中,我们研究了拉曼显微镜(RM)检测体外培养的人肿瘤细胞系(DU145)单细胞之间基于生物化学的固有光谱可变性的能力。主成分分析(PCA)用于识别单细胞拉曼光谱的差异。这些光谱差异与(1)细胞周期进程和(2)细胞培养物在继代后 3 到 4 天内的汇合度变化相关。细胞周期调节药物用于使细胞培养物的细胞周期进程同步,并且流式细胞术用于在拉曼分析时确定细胞培养物的细胞周期分布。源自细胞周期进程的光谱可变性(1)表现为蛋白质和核酸特征相对于脂质特征的强度变化,(2)与细胞在细胞周期中通过时的已知生化变化高度相关,并且(3)被证明是细胞之间固有光谱可变性的最重要来源。此外,由于细胞周期进程和细胞培养物汇合度变化而导致的观察到的光谱可变性的特定生物分子可以在主成分分析(PCA)的第一和第二分量中识别。我们对单个人类细胞拉曼光谱中固有可变性来源的特征描述,将有助于理解单细胞 RM 研究中细微的光谱差异。

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