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Updated: Jan 30, 2026

Using an Automated Cell Counter to Simplify Gene Expression Studies: siRNA Knockdown of IL-4 Dependent Gene Expression in Namalwa Cells
Published on: April 14, 2010
Gene Expression Changes with Minor Effects on the Population Average Have Major Effects on the Occurrence of Cells
Mikkel Skjoldan Svenningsen1, Szabolcs Semsey2, Namiko Mitarai3
1The Niels Bohr Institute, University of Copenhagen, Copenhagen, Denmark.
Abstract:
The cell-to-cell heterogeneity in a bacterial population provides a rich response to environmental changes and robust survival of an isogenic population. Especially, the rare, extreme phenotypes can be important for survival under transient lethal conditions. We analyze the probability of having an extremely high or low protein level in a stochastic model of gene expression. The fraction of rare state cells defined as the cells in the tails of distributions is found to be highly sensitive to small changes of the mean protein level. The result highlights the importance of relatively weak changes to the mean for the occurrence of rare phenotypes.
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