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Gene Expression Lab: Promoter Bursting, mRNA Decay and Protein Noise (Gillespie)

A stochastic model that reveals the probabilistic nature of gene expression in living cells.

mysimulator teamUpdated June 2026≈ 3 min read▶ Open the simulation

What is Gene Expression?

Gene expression refers to the process by which information from a gene is used to create functional products, usually proteins. This process involves transcription of DNA into RNA and translation of RNA into protein.

In eukaryotic cells, this complex process is regulated at multiple levels, including transcription initiation, elongation, termination, and post-transcriptional modifications.

Promoter Bursting: A Stochastic Phenomenon

Promoter bursting describes the stochastic switching of gene expression on and off. It occurs because the binding and unbinding of transcription factors to promoters are random processes.

This phenomenon is crucial for understanding how cells respond to external signals and maintain cellular diversity.

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mRNA Decay and Protein Synthesis

mRNA molecules can be degraded by various mechanisms, leading to a finite lifetime of these transcripts. This decay process influences the levels of protein that are synthesized from them.

Protein synthesis involves ribosomes translating mRNA into proteins. The rate and efficiency of this process vary depending on factors such as the availability of ribosomes and the stability of the mRNA.

Noise in Gene Expression

Gene expression is inherently noisy due to the stochastic nature of molecular interactions within cells. This noise can lead to variability in protein levels even among genetically identical cells.

Understanding this noise is essential for developing strategies to control gene expression and improve biotechnological applications.

Frequently asked questions

What causes promoter bursting?

Promoter bursting results from the random binding and unbinding of transcription factors to promoters, which are DNA sequences that control when genes are expressed.

Why is noise in gene expression important for biotechnology applications?

Understanding and managing noise in gene expression can help optimize biotechnological processes by ensuring consistent protein production and improving the reliability of genetically engineered cells.

How does mRNA decay affect gene expression?

mRNA decay reduces the amount of time available for translation into proteins, thereby influencing the levels and timing of protein production from a given gene.

Can promoter bursting be controlled in cells?

While it is challenging to control promoter bursting directly, researchers can manipulate factors that influence transcription factor binding, such as environmental conditions or genetic modifications, to modulate the frequency and intensity of bursts.

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Everything above runs in your browser — open Gene Expression Lab: Promoter Bursting, mRNA Decay and Protein Noise (Gillespie) and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

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