Mean field mutation dynamics and the continuous Luria-Delbrück distribution

Eugene Kashdan, Lorenzo Pareschi*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

13 Citations (Scopus)

Abstract

The Luria-Delbrück mutation model has a long history and has been mathematically formulated in several different ways. Here we tackle the problem in the case of a continuous distribution using some mathematical tools from nonlinear statistical physics. Starting from the classical formulations we derive the corresponding differential models and show that under a suitable mean field scaling they correspond to generalized Fokker-Planck equations for the mutants distribution whose solutions are given by the corresponding Luria-Delbrück distribution. Numerical results confirming the theoretical analysis are also presented.

Original languageEnglish
Pages (from-to)223-230
Number of pages8
JournalMathematical Biosciences
Volume240
Issue number2
DOIs
Publication statusPublished - Dec 2012

Keywords

  • Fokker-Planck equations
  • Kinetic models
  • Luria-Delbrück distribution
  • Mutation rates

ASJC Scopus subject areas

  • Statistics and Probability
  • Modelling and Simulation
  • General Biochemistry,Genetics and Molecular Biology
  • General Immunology and Microbiology
  • General Agricultural and Biological Sciences
  • Applied Mathematics

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