Evolution of resistance during clonal expansion

Yoh Iwasa1, Martin A Nowak, Franziska Michor

  • 1Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka, Japan. yiwasscb@mbox.nc.kyushu-u.ac.jp

Genetics
|April 26, 2006
PubMed

Insights

Acquired drug resistance in cancer therapy is a significant challenge. This study models how resistant cells emerge, finding resistance probability increases with tumor size and cell division rates.

Area of Science:

  • Oncology
  • Mathematical Biology
  • Genetics

Background:

  • Acquired drug resistance limits cancer therapy effectiveness.
  • The emergence dynamics of resistant tumor cells are not well understood.
  • One genetic alteration can confer resistance to therapy.

Purpose of the Study:

  • To model the emergence of drug-resistant cancer cells.
  • To calculate the probability and number of resistant cells at detection size.
  • To investigate the influence of mutation rate and cell division on resistance.

Main Methods:

  • An exponentially growing cancer cell population model was used.
  • The model considers sensitive cells mutating to resistant ones with relative fitness alpha.
  • Calculations for resistance probability and mean resistant cell number were performed.

Main Results:

  • Resistance probability increases with detection size (M) and mutation rate (u).
  • For advantageous mutants (alpha>1), expected resistant cells increase with M.
  • Apoptosis rates correlate with higher resistance incidence.

Conclusions:

  • Tumor size and cell division are key factors in the emergence of drug resistance.
  • Understanding these dynamics can inform cancer therapy strategies.
  • Therapeutic interventions may need to account for tumor growth and mutation rates.

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