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

Publication ,  Journal Article
Wang, L; Chang, C-C; Sylvers, J; Yuan, F
Published in: Bioelectrochemistry (Amsterdam, Netherlands)
April 2021

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.

Duke Scholars

Published In

Bioelectrochemistry (Amsterdam, Netherlands)

DOI

EISSN

1878-562X

ISSN

1567-5394

Publication Date

April 2021

Volume

138

Start / End Page

107731

Related Subject Headings

  • Transgenes
  • Transfection
  • Plasmids
  • Humans
  • Gene Expression
  • Gene Dosage
  • DNA Copy Number Variations
  • Cell Line
  • Analytical Chemistry
  • 3406 Physical chemistry
 

Citation

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Wang, L., Chang, C.-C., Sylvers, J., & Yuan, F. (2021). A statistical framework for determination of minimal plasmid copy number required for transgene expression in mammalian cells. Bioelectrochemistry (Amsterdam, Netherlands), 138, 107731. https://doi.org/10.1016/j.bioelechem.2020.107731
Wang, Liangli, Chun-Chi Chang, Justin Sylvers, and Fan Yuan. “A statistical framework for determination of minimal plasmid copy number required for transgene expression in mammalian cells.Bioelectrochemistry (Amsterdam, Netherlands) 138 (April 2021): 107731. https://doi.org/10.1016/j.bioelechem.2020.107731.
Wang L, Chang C-C, Sylvers J, Yuan F. A statistical framework for determination of minimal plasmid copy number required for transgene expression in mammalian cells. Bioelectrochemistry (Amsterdam, Netherlands). 2021 Apr;138:107731.
Wang, Liangli, et al. “A statistical framework for determination of minimal plasmid copy number required for transgene expression in mammalian cells.Bioelectrochemistry (Amsterdam, Netherlands), vol. 138, Apr. 2021, p. 107731. Epmc, doi:10.1016/j.bioelechem.2020.107731.
Wang L, Chang C-C, Sylvers J, Yuan F. A statistical framework for determination of minimal plasmid copy number required for transgene expression in mammalian cells. Bioelectrochemistry (Amsterdam, Netherlands). 2021 Apr;138:107731.
Journal cover image

Published In

Bioelectrochemistry (Amsterdam, Netherlands)

DOI

EISSN

1878-562X

ISSN

1567-5394

Publication Date

April 2021

Volume

138

Start / End Page

107731

Related Subject Headings

  • Transgenes
  • Transfection
  • Plasmids
  • Humans
  • Gene Expression
  • Gene Dosage
  • DNA Copy Number Variations
  • Cell Line
  • Analytical Chemistry
  • 3406 Physical chemistry