vascr: An R-based toolkit for rapid and robust analysis of cellular impedance sensing data.

IF 2.3 4区 生物学 Q3 BIOPHYSICS
James J W Hucklesby, Charles P Unsworth, E Scott Graham, Catherine E Angel
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引用次数: 0

Abstract

Electrical impedance sensing offers a powerful, non-invasive method for real-time monitoring of cellular behaviour; with applications spanning immunology, cancer biology and drug discovery. Adoption of impedance-sensing approaches has been accelerated by the commercial availability of the ECIS, xCELLigence, ScioSpec and cellZscope platforms; however, the complexity and volume of impedance datasets produced has limited rigorous analysis. vascr, an open-source R-based toolkit designed to streamline the processing of impedance sensing datasets was created to facilitate rapid and simplified handling of cellular impedance sensing data. vascr can import multi-frequency data from multiple instrument manufacturers and includes robust analysis tools for resampling, outlier detection, and statistical testing using ANOVA and cross-correlation. Using the vascr workflow, impedance sensing data can be rapidly and robustly interpreted, allowing for real-time investigation of the effects of biological agents on cellular processes such as endothelial barrier integrity.

vascr:一个基于r的工具包,用于快速和稳健地分析细胞阻抗传感数据。
电阻抗传感为实时监测细胞行为提供了一种强大的非侵入性方法;其应用跨越免疫学,癌症生物学和药物发现。ECIS、xCELLigence、ScioSpec和cellZscope平台的商业可用性加速了阻抗传感方法的采用;然而,产生的阻抗数据集的复杂性和数量限制了严格的分析。vascr是一个基于r的开源工具包,旨在简化阻抗传感数据集的处理,以促进快速和简化蜂窝阻抗传感数据的处理。vascr可以从多个仪器制造商导入多频率数据,并包括强大的分析工具,用于重新采样,离群值检测和使用方差分析和相互关联的统计测试。使用vascr工作流,阻抗传感数据可以快速、可靠地解释,从而可以实时研究生物制剂对细胞过程(如内皮屏障完整性)的影响。
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来源期刊
European Biophysics Journal
European Biophysics Journal 生物-生物物理
CiteScore
4.30
自引率
0.00%
发文量
43
审稿时长
6-12 weeks
期刊介绍: The journal publishes papers in the field of biophysics, which is defined as the study of biological phenomena by using physical methods and concepts. Original papers, reviews and Biophysics letters are published. The primary goal of this journal is to advance the understanding of biological structure and function by application of the principles of physical science, and by presenting the work in a biophysical context. Papers employing a distinctively biophysical approach at all levels of biological organisation will be considered, as will both experimental and theoretical studies. The criteria for acceptance are scientific content, originality and relevance to biological systems of current interest and importance. Principal areas of interest include: - Structure and dynamics of biological macromolecules - Membrane biophysics and ion channels - Cell biophysics and organisation - Macromolecular assemblies - Biophysical methods and instrumentation - Advanced microscopics - System dynamics.
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