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Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals

机译:用于量化细胞内钙信号的高内涵时移分析的工作流程和方法

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摘要

Abstract Calcium ions (Ca2+) play a fundamental role in a variety of physiological functions in many cell types by acting as a secondary messenger. Variation of intracellular Ca2+ concentration ([Ca2+]i) is often observed when the cell is stimulated. However, it is a challenging task to automatically quantify intracellular [Ca2+]i in a population of cells. In this study, we present a workflow including specific algorithms for the automated intracellular calcium signal analysis using high-content, time-lapse cellular images. The experimental validations indicate the effectiveness of the proposed workflow and algorithms. We applied the workflow to analyze the intracellular calcium signals induced by different concentrations of H2O2 in the cell lines transfected by presenilin-1 (PS-1) that is known to be closely related to the familial Alzheimer's disease (FAD). The analysis results imply an important role of mutant PS-1, but not normal human PS-1 and mutant human amyloid precursor protein (APP), in enhancing intracellular calcium signaling induced by H2O2.
机译:摘要钙离子(Ca 2 + )通过充当次要信使,在许多细胞类型的多种生理功能中起着基本作用。刺激细胞时,通常会观察到细胞内Ca 2 + 浓度([Ca 2 + ] i)的变化。但是,自动定量细胞群中的细胞内[Ca 2 + ] i是一项艰巨的任务。在这项研究中,我们提出了一个工作流程,其中包括使用高含量,延时的细胞图像进行自动细胞内钙信号分析的特定算法。实验验证表明所提出的工作流程和算法的有效性。我们应用该工作流程来分析由早老素-1(PS-1)转染的细胞系中不同浓度的H2O2诱导的细胞内钙信号,已知该素与家族性阿尔茨海默氏病(FAD)密切相关。分析结果表明,突变型PS-1在增强H2O2诱导的细胞内钙信号传导中起着重要作用,而正常人PS-1和突变型人淀粉样前体蛋白(APP)则不起作用。

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