Literature DB >> 33325501

IsoMaTrix: a framework to visualize the isoclines of matrix games and quantify uncertainty in structured populations.

Jeffrey West1, Yongqian Ma2, Artem Kaznatcheev3, Alexander R A Anderson1.   

Abstract

Evolutionary game theory describes frequency-dependent selection for fixed, heritable strategies in a population of competing individuals using a payoff matrix. We present a software package to aid in the construction, analysis, and visualization of three-strategy matrix games. The IsoMaTrix package computes the isoclines (lines of zero growth) of matrix games, and facilitates direct comparison of well-mixed dynamics to structured populations on a lattice grid. IsoMaTrix computes fixed points, phase flow, trajectories, (sub)velocities, and uncertainty quantification for stochastic effects in spatial matrix games. We describe a result obtained via IsoMaTrix's spatial games functionality, which shows that the timing of competitive release in a cancer model (under continuous treatment) critically depends on the initial spatial configuration of the tumor. AVAILABILITY: The code is available at: https://github.com/mathonco/isomatrix. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
© The Author(s) 2020. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Year:  2020        PMID: 33325501      PMCID: PMC8016459          DOI: 10.1093/bioinformatics/btaa1025

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  17 in total

1.  Edge effects in game-theoretic dynamics of spatially structured tumours.

Authors:  Artem Kaznatcheev; Jacob G Scott; David Basanta
Journal:  J R Soc Interface       Date:  2015-07-06       Impact factor: 4.118

2.  The prisoner's dilemma as a cancer model.

Authors:  Jeffrey West; Zaki Hasnain; Jeremy Mason; Paul K Newton
Journal:  Converg Sci Phys Oncol       Date:  2016-07-04

3.  Effective games and the confusion over spatial structure.

Authors:  Artem Kaznatcheev
Journal:  Proc Natl Acad Sci U S A       Date:  2018-02-14       Impact factor: 11.205

4.  Spatial vs. non-spatial eco-evolutionary dynamics in a tumor growth model.

Authors:  Li You; Joel S Brown; Frank Thuijsman; Jessica J Cunningham; Robert A Gatenby; Jingsong Zhang; Kateřina Staňková
Journal:  J Theor Biol       Date:  2017-09-21       Impact factor: 2.691

5.  The replicator equation on graphs.

Authors:  Hisashi Ohtsuki; Martin A Nowak
Journal:  J Theor Biol       Date:  2006-06-13       Impact factor: 2.691

6.  Evolutionary game theory elucidates the role of glycolysis in glioma progression and invasion.

Authors:  D Basanta; M Simon; H Hatzikirou; A Deutsch
Journal:  Cell Prolif       Date:  2008-12       Impact factor: 6.831

7.  Towards Multidrug Adaptive Therapy.

Authors:  Robert A Gatenby; Joel S Brown; Paul K Newton; Alexander R A Anderson; Jeffrey West; Li You; Jingsong Zhang
Journal:  Cancer Res       Date:  2020-01-16       Impact factor: 12.701

8.  Optimizing adaptive cancer therapy: dynamic programming and evolutionary game theory.

Authors:  Mark Gluzman; Jacob G Scott; Alexander Vladimirsky
Journal:  Proc Biol Sci       Date:  2020-04-22       Impact factor: 5.530

9.  Cancer treatment scheduling and dynamic heterogeneity in social dilemmas of tumour acidity and vasculature.

Authors:  Artem Kaznatcheev; Robert Vander Velde; Jacob G Scott; David Basanta
Journal:  Br J Cancer       Date:  2017-02-09       Impact factor: 7.640

10.  Fibroblasts and alectinib switch the evolutionary games played by non-small cell lung cancer.

Authors:  Artem Kaznatcheev; Jeffrey Peacock; David Basanta; Andriy Marusyk; Jacob G Scott
Journal:  Nat Ecol Evol       Date:  2019-02-18       Impact factor: 15.460

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