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单个增殖性海拉细胞傅里叶变换红外光谱的细胞周期依赖性变化:主成分分析和人工神经网络分析

Cell-cycle-dependent variations in FTIR micro-spectra of single proliferating HeLa cells: principal component and artificial neural network analysis.

作者信息

Boydston-White Susie, Romeo Melissa, Chernenko Tatyana, Regina Angela, Miljković Milos, Diem Max

机构信息

Department of Chemistry and Biochemistry, Hunter College of the City University of New York, New York, NY 10021, USA.

出版信息

Biochim Biophys Acta. 2006 Jul;1758(7):908-14. doi: 10.1016/j.bbamem.2006.04.018. Epub 2006 May 6.

Abstract

We have previously reported spectral differences for cells at different stages of the eukaryotic cell division cycle. These differences are due to the drastic biochemical and morphological changes that occur as a consequence of cell proliferation. We correlate these changes in FTIR absorption and Raman spectra of individual cells with their biochemical age (or phase in the cell cycle), determined by immunohistochemical staining to detect the appearance (and subsequent disappearance) of cell-cycle-specific cyclins, and/or the occurrence of DNA synthesis. Once spectra were correlated with their cells' staining patterns, we used methods of multivariate statistics to analyze the changes in cellular spectra as a function of cell cycle phase.

摘要

我们之前报道过真核细胞分裂周期不同阶段细胞的光谱差异。这些差异是由于细胞增殖导致的剧烈生化和形态变化引起的。我们将单个细胞的傅里叶变换红外吸收光谱和拉曼光谱中的这些变化与其生化年龄(或细胞周期阶段)相关联,生化年龄通过免疫组织化学染色来确定,以检测细胞周期特异性细胞周期蛋白的出现(以及随后的消失)和/或DNA合成的发生。一旦光谱与其细胞的染色模式相关联,我们就使用多元统计方法来分析细胞光谱随细胞周期阶段的变化。

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