4.7 Article

A statistical framework for determination of minimal plasmid copy number required for transgene expression in mammalian cells

期刊

BIOELECTROCHEMISTRY
卷 138, 期 -, 页码 -

出版社

ELSEVIER SCIENCE SA
DOI: 10.1016/j.bioelechem.2020.107731

关键词

Non-viral gene delivery; Copy number of DNA; Electrotransfection; Electroporation; Mathematical modeling

资金

  1. National Institutes of Health [GM130830]

向作者/读者索取更多资源

Plasmid DNA is commonly used for non-viral gene delivery, but only a fraction of molecules function as transcription templates in the nucleus. Researchers developed a statistical framework to establish the minimal amount of pDNA molecules needed for transgene expression. Experimental data under different conditions could be quantitatively explained or predicted using this framework.
Plasmid DNA (pDNA) has been widely used for non-viral gene delivery. After pDNA molecules enter a mammalian cell, they may be trapped in subcellular structures or degraded by nucleases. Only a fraction of them can function as templates for transcription in the nucleus. Thus, an important question is, what is the minimal amount of pDNA molecules that need to be delivered into a cell for transgene expression? At present, it is technically a challenge to experimentally answer the question. To this end, we developed a statistical framework to establish the relationship between two experimentally quantifiable factors -average copy number of pDNA per cell among a group of cells after transfection and percent of the cells with transgene expression. The framework was applied to the analysis of electrotransfection under different experimental conditions in vitro. We experimentally varied the average copy number per cell and the electrotransfection efficiency through changes in extracellular pDNA dose, electric field strength, and pulse number. The experimental data could be explained or predicted quantitatively by the statistical framework. Based on the data and the framework, we could predict that the minimal number of pDNA molecules in the nucleus for transgene expression was on the order of 10. Although the prediction was dependent on the cell and experimental conditions used in the study, the framework may be generally applied to analysis of non-viral gene delivery. (c) 2020 Elsevier B.V. All rights reserved.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据