Modeling RNA polymerase competition: the effect of σ-subunit knockout and heat shock on gene transcription level

Biol Direct. 2011 Jan 21;6:3. doi: 10.1186/1745-6150-6-3.


Background: Modeling of a complex biological process can explain the results of experimental studies and help predict its characteristics. Among such processes is transcription in the presence of competing RNA polymerases. This process involves RNA polymerases collision followed by transcription termination.

Results: A mathematical and computer simulation model is developed to describe the competition of RNA polymerases during genes transcription on complementary DNA strands. E.g., in the barley Hordeum vulgare the polymerase competition occurs in the locus containing plastome genes psbA, rpl23, rpl2 and four bacterial type promoters. In heat shock experiments on isolated chloroplasts, a twofold decrease of psbA transcripts and even larger increase of rpl23-rpl2 transcripts were observed, which is well reproduced in the model. The model predictions are in good agreement with virtually all relevant experimental data (knockout, heat shock, chromatogram data, etc.). The model allows to hypothesize a mechanism of cell response to knockout and heat shock, as well as a mechanism of gene expression regulation in presence of RNA polymerase competition. The model is implemented for multiprocessor platforms with MPI and supported on Linux and MS Windows. The source code written in C++ is available under the GNU General Public License from the laboratory website. A user-friendly GUI version is also provided at

Conclusions: The developed model is in good agreement with virtually all relevant experimental data. The model can be applied to estimate intensities of binding of the holoenzyme and phage type RNA polymerase to their promoters using data on gene transcription levels, as well as to predict characteristics of RNA polymerases and the transcription process that are difficult to measure directly, e.g., the intensity (frequency) of holoenzyme binding to the promoter in correlation to its nucleotide composition and the type of σ-subunit, the amount of transcription initiation aborts, etc. The model can be used to make functional predictions, e.g., heat shock response in isolated chloroplasts and changes of gene transcription levels under knockout of different σ-subunits or RNA polymerases or due to gene expression regulation.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Arabidopsis / physiology
  • Chloroplasts / physiology
  • Computer Simulation
  • DNA / metabolism
  • DNA-Directed RNA Polymerases / chemistry
  • DNA-Directed RNA Polymerases / deficiency
  • DNA-Directed RNA Polymerases / genetics
  • DNA-Directed RNA Polymerases / metabolism*
  • Gene Expression Regulation, Plant*
  • Gene Knockdown Techniques*
  • Heat-Shock Response / genetics*
  • Hordeum / physiology
  • Internet
  • Models, Genetic*
  • Promoter Regions, Genetic
  • Protein Binding / genetics
  • Sigma Factor / genetics*
  • Software
  • Transcription, Genetic*


  • Sigma Factor
  • DNA
  • DNA-Directed RNA Polymerases