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Predicting the results of competition between two breast cancer lines grown in 3-D spheroid culture

  • Marisabel Rodriguez Messan
  • , Mehdi Damaghi
  • , Audrey Freischel
  • , Yan Miao
  • , Joel Brown
  • , Robert Gillies
  • , Dorothy Wallace
  • Brown University
  • Dartmouth College
  • Moffitt Cancer Center

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

This study develops a novel model of a consumer–resource system with mobility included, in order to explain a novel experiment of competition between two breast cancer cell lines grown in 3D in vitro spheroid culture. The model reproduces observed differences in monoculture, such as overshoot phenomena and final size. It also explains both theoretically and through simulation the inevitable triumph of the same cell line in co-culture, independent of initial conditions. The mobility of one cell line (MDA-MB-231) is required to explain both the success and the rapidity with which that species dominates the population and drives the other species (MCF-7) to extinction. It is shown that mobility directly interferes with the other species and that the cost of that mobility is in resource usage rate.

Original languageEnglish
Article number108575
JournalMathematical Biosciences
Volume336
DOIs
StatePublished - Jun 2021

Keywords

  • Cancer cells
  • Competition
  • MCF-7
  • MDA-MB-231
  • Mathematical model
  • Numerical simulation
  • Spheroid 3D culture

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