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The stochastic model of non-equilibrium mutagen-induced alterations of DNA: Implication to genetic instability in cancer

  • Center of Excellence for Vectors and Vector-Borne Diseases
  • Mahidol University

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

Genetic alterations such as point mutations, chromosomal rearrangements, modification of DNA methylation and chromosome aberrations accumulate during the lifetime of an organism. They can be caused by intrinsic errors in the DNA replication and repair as well as by external factors such as exposure to mutagenic substances or radiation. The main purpose of the present work is to begin an exploration of the stochastic nature of non-equilibrium DNA alteration caused by events such as tautomeric shifts. This is done by modeling the genetic DNA code chain as a sequence of DNA-bit values ('1' for normal bases and '-1' for abnormal bases). We observe the number of DNA-bit changes resulting from the random point mutation process which, in the model, is being induced by a stochastic Brownian mutagen (BM) as it diffuses through the DNA-bit systems. Using both an analytical and Monte Carlo (MC) simulation techniques, we observe the local and global number of DNA-bit changes. It is found that in 1D, the local DNA-bit density behaves like 1 / sqrt(t), the global total number of the switched (abnormal) DNA-bit increases as sqrt(t). The probability distribution P(b, 0, t) of b(0, t) is log-normal. It is also found that when the number of mutagens is increased, the number of the total abnormal DNA-bits does not grow linearly with the number of mutagens. All analytic results are in good agreement with the simulation results.

Original languageEnglish
Pages (from-to)870-880
Number of pages11
JournalBioSystems
Volume90
Issue number3
DOIs
Publication statusPublished - 2007
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • DNA alteration
  • Genetic instability
  • Mathematical modeling
  • Stochastic process

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