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利用微器件中形态特征分布对细胞培养基进行比较。

Comparisons of cell culture medium using distribution of morphological features in microdevice.

作者信息

Sasaki Hiroto, Enomoto Junko, Ikeda Yurika, Honda Hiroyuki, Fukuda Junji, Kato Ryuji

机构信息

Graduate School of Engineering, Nagoya University, 1-619 Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan.

Graduate School of Engineering, Yokohama National University, 79-5 Tokiwadai, Hodogaya-ku, Yokohama 240-8501, Japan.

出版信息

J Biosci Bioeng. 2016 Jan;121(1):117-123. doi: 10.1016/j.jbiosc.2015.05.011. Epub 2015 Jul 3.

Abstract

As the number of available cell types grows, it becomes necessary to develop more effective ways to optimize the cell-culture medium for each cell line and culture condition. However, because of the vast number of parameters that must be decided, such as the combination of components, optimization is both laborious and costly. Microdevices are a cost-effective way to perform such evaluations because they use only a small volume of media and enable high-throughput analyses. However, assays performed in microdevices are themselves minimized, and each assay unit (well/chamber) commonly contains an insufficient number of cells for comprehensive evaluations such as gene-expression or flow-cytometry analyses. To address this issue, we introduced image-based analysis in conjunction with microdevice assays; this approach allows quantification of every cell in each assay unit. To quantitatively profile differences in cellular behaviors in a microdevice under different culture media conditions, we developed a non-staining image-based analysis method that utilizes cellular morphology. Our approach combines the structural advantages of microdevices, which can increase the stability of images, and the quantitative advantages of an image-based cell evaluation technique that utilizes time-course population change in several morphological features. Our results demonstrate that cellular changes due to small alterations in the concentration of serum in medium or differences in the basal medium can be profiled using only microscopic images.

摘要

随着可用细胞类型数量的增加,开发更有效的方法来为每种细胞系和培养条件优化细胞培养基变得十分必要。然而,由于必须确定大量参数,如成分组合,优化工作既费力又昂贵。微型设备是进行此类评估的一种经济有效的方式,因为它们仅使用少量培养基并能实现高通量分析。然而,在微型设备中进行的检测本身规模较小,而且每个检测单元(孔/腔室)通常含有的细胞数量不足以进行诸如基因表达或流式细胞术分析等全面评估。为解决这一问题,我们将基于图像的分析与微型设备检测相结合;这种方法能够对每个检测单元中的每个细胞进行定量分析。为了定量分析在不同培养基条件下微型设备中细胞行为的差异,我们开发了一种利用细胞形态的非染色基于图像的分析方法。我们的方法结合了微型设备的结构优势(可提高图像稳定性)以及基于图像的细胞评估技术的定量优势(该技术利用多种形态特征随时间的群体变化)。我们的结果表明,仅使用显微镜图像就可以分析由于培养基中血清浓度的微小变化或基础培养基的差异所导致的细胞变化。

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