A look-ahead model for the elongation dynamics of transcription

Biophys J. 2009 Apr 22;96(8):3015-31. doi: 10.1016/j.bpj.2008.12.3955.

Abstract

This article introduces a chemical kinetic model of the transcriptional elongation dynamics of RNA polymerase. The model's novel concept is a look-ahead feature, in which nucleotides bind reversibly to the DNA before being incorporated covalently into the nascent RNA chain. Analytical and computational methods for studying the behavior of the look-ahead model are introduced, and several approaches to parameter estimation are tested on synthetic and also on actual experimental data. Two types of experimental data are considered: 1), the mean velocity of RNA polymerase as a function of the ambient concentrations of the ribonucleoside triphosphates; and 2), the distribution of time intervals between the forward steps of RNA polymerase. By separately fitting the look-ahead model to these two types of data, we obtain estimates of the model parameters. The most difficult parameter to estimate is the width of the look-ahead window. Both types of data suggest a small window size, but the second type does a better job of distinguishing the different window sizes. These latter data rule out a window size of 1, and they strongly suggest a look-ahead window that is approximately four bases in width. Additional experiments to determine the window size are proposed.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Algorithms
  • Computer Simulation
  • DNA / metabolism*
  • DNA-Directed RNA Polymerases / metabolism*
  • Kinetics
  • Models, Genetic*
  • Probability
  • RNA / biosynthesis*
  • Ribonucleotides / metabolism
  • Stochastic Processes
  • Transcription, Genetic*

Substances

  • Ribonucleotides
  • RNA
  • DNA
  • DNA-Directed RNA Polymerases