Cooperation among cancer cells: applying game theory to cancer.

Marco Archetti, Kenneth J Pienta
Author Information
  1. Marco Archetti: Department of Biology, Pennsylvania State University, State College, PA, USA. mua972@psu.edu. ORCID
  2. Kenneth J Pienta: Brady Urological Institute, Johns Hopkins School of Medicine, Baltimore, MD, USA. ORCID

Abstract

Cell cooperation promotes many of the hallmarks of cancer via the secretion of diffusible factors that can affect cancer cells or stromal cells in the tumour microenvironment. This cooperation cannot be explained simply as the collective action of cells for the benefit of the tumour because non-cooperative subclones can constantly invade and free-ride on the diffusible factors produced by the cooperative cells. A full understanding of cooperation among the cells of a tumour requires methods and concepts from evolutionary game theory, which has been used successfully in other areas of biology to understand similar problems but has been underutilized in cancer research. Game theory can provide insights into the stability of cooperation among cells in a tumour and into the design of potentially evolution-proof therapies that disrupt this cooperation.

References

  1. Br J Cancer. 2012 Jan 3;106(1):174-81 [PMID: 22134510]
  2. Proc Natl Acad Sci U S A. 2015 Feb 10;112(6):1833-8 [PMID: 25624490]
  3. J Theor Biol. 2017 Dec 21;435:78-97 [PMID: 28870617]
  4. Eur J Cancer. 1997 Aug;33(9):1495-500 [PMID: 9337695]
  5. Science. 1968 Dec 13;162(3859):1243-8 [PMID: 5699198]
  6. Cancer Res. 2009 Jun 1;69(11):4894-903 [PMID: 19487300]
  7. Mol Carcinog. 2013 May;52(5):329-37 [PMID: 22228080]
  8. J Theor Biol. 2012 Apr 21;299:9-20 [PMID: 21723299]
  9. Curr Biol. 2007 Aug 21;17(16):R661-72 [PMID: 17714660]
  10. Proc Natl Acad Sci U S A. 2011 Jun 28;108 Suppl 2:10871-7 [PMID: 21690376]
  11. Interface Focus. 2014 Aug 6;4(4):20140014 [PMID: 25097747]
  12. Br J Cancer. 2009 Oct 6;101(7):1130-6 [PMID: 19724279]
  13. Am J Cancer Res. 2011;1(4):482-97 [PMID: 21984967]
  14. Nat Rev Cancer. 2006 Dec;6(12):924-35 [PMID: 17109012]
  15. Cell Cycle. 2010 Sep 1;9(17):3506-14 [PMID: 20818174]
  16. J Theor Biol. 2014 Jan 21;341:1-8 [PMID: 24075895]
  17. J Theor Biol. 2013 Feb 7;318:58-67 [PMID: 23103772]
  18. Proc Natl Acad Sci U S A. 1994 Jan 4;91(1):286-90 [PMID: 7506417]
  19. Science. 2002 Dec 13;298(5601):2146-7 [PMID: 12481126]
  20. Semin Cell Dev Biol. 2015 Apr;40:27-34 [PMID: 25662446]
  21. PLoS One. 2011;6(11):e26100 [PMID: 22125594]
  22. Proc Natl Acad Sci U S A. 2015 Jan 27;112(4):937-8 [PMID: 25628412]
  23. Br J Cancer. 2017 Mar 14;116(6):785-792 [PMID: 28183139]
  24. Evol Med Public Health. 2013 Jan;2013(1):161-72 [PMID: 24481196]
  25. Nat Rev Cancer. 2004 Nov;4(11):891-9 [PMID: 15516961]
  26. Mol Pharm. 2012 Apr 2;9(4):914-21 [PMID: 22369188]
  27. Evol Appl. 2013 Jan;6(1):144-59 [PMID: 23396885]
  28. Nat Med. 2013 Nov;19(11):1423-37 [PMID: 24202395]
  29. Trends Microbiol. 2015 Mar;23(3):126-33 [PMID: 25680587]
  30. Nat Med. 2011 Oct 30;17(11):1498-503 [PMID: 22037646]
  31. FEBS J. 2015 Oct;282(20):3892-8 [PMID: 26255648]
  32. Nat Rev Cancer. 2008 Feb;8(2):141-7 [PMID: 18185517]
  33. Science. 1961 Nov 10;134(3489):1501-6 [PMID: 14471768]
  34. PLoS Comput Biol. 2016 Jan 28;12(1):e1004689 [PMID: 26820986]
  35. Br J Cancer. 1997;75(2):157-60 [PMID: 9010019]
  36. Cancer Cell. 2012 Mar 20;21(3):309-22 [PMID: 22439926]
  37. Philos Trans R Soc Lond B Biol Sci. 2011 Jul 27;366(1574):2076-85 [PMID: 21690126]
  38. Proc Natl Acad Sci U S A. 2006 Sep 5;103(36):13474-9 [PMID: 16938860]
  39. PLoS One. 2014 Sep 30;9(9):e108526 [PMID: 25268125]
  40. Evol Appl. 2013 Dec;6(8):1146-59 [PMID: 24478797]
  41. J Theor Biol. 2016 May 7;396:191-203 [PMID: 26930167]
  42. Trends Cell Biol. 2016 Oct;26(10):776-788 [PMID: 27319281]
  43. J Theor Biol. 2016 Sep 7;404:66-72 [PMID: 27259386]
  44. Science. 1981 Mar 27;211(4489):1390-6 [PMID: 7466396]
  45. Nat Rev Cancer. 2010 Aug;10(8):526-7 [PMID: 21137109]
  46. Math Biosci. 1992 Jul;110(2):221-52 [PMID: 1498451]
  47. Nat Rev Cancer. 2009 Apr;9(4):239-52 [PMID: 19279573]
  48. J Theor Biol. 2009 Dec 7;261(3):475-80 [PMID: 19703470]
  49. Eur J Cancer. 2001 Nov;37(16):2116-20 [PMID: 11597393]
  50. Mol Cancer Res. 2017 Apr;15(4):361-370 [PMID: 28209759]
  51. Bull Math Biol. 2004 Jul;66(4):663-87 [PMID: 15210312]
  52. Evol Appl. 2012 Nov;5(7):757-61 [PMID: 23144661]
  53. Cell Prolif. 2008 Dec;41(6):980-987 [PMID: 19040573]
  54. Cell. 2015 Jan 29;160(3):393-406 [PMID: 25601461]
  55. Evolution. 2012 Mar;66(3):637-650 [PMID: 22380429]
  56. Cell Cycle. 2009 Dec;8(23):3984-4001 [PMID: 19923890]
  57. Nat Rev Cancer. 2011 Feb;11(2):85-95 [PMID: 21258394]
  58. Nat Commun. 2017 Nov 28;8(1):1816 [PMID: 29180633]
  59. J Evol Biol. 2009 Nov;22(11):2192-200 [PMID: 19732256]
  60. J Theor Biol. 2017 Jan 7;412:17-26 [PMID: 27670802]
  61. Science. 1976 Oct 1;194(4260):23-8 [PMID: 959840]
  62. J Theor Biol. 2008 Jun 21;252(4):694-710 [PMID: 18371985]
  63. Nat Rev Clin Oncol. 2018 Jun;15(6):366-381 [PMID: 29651130]
  64. Phys Biol. 2011 Feb;8(1):015016 [PMID: 21301070]
  65. Sci Transl Med. 2016 Feb 24;8(327):327ra24 [PMID: 26912903]
  66. Science. 2006 Dec 8;314(5805):1560-3 [PMID: 17158317]
  67. Evol Appl. 2015 Oct 17;9(1):17-36 [PMID: 27087837]
  68. Biol Direct. 2010 Apr 20;5:25 [PMID: 20406443]
  69. Br J Cancer. 2013 Aug 20;109(4):1056-62 [PMID: 23922110]
  70. Nat Cell Biol. 2015 Feb;17(2):183-94 [PMID: 25621950]
  71. PLoS One. 2016 Dec 28;11(12):e0168856 [PMID: 28030607]
  72. PLoS Biol. 2017 Feb 9;15(2):e2001110 [PMID: 28182734]
  73. Nature. 2014 Apr 3;508(7494):113-7 [PMID: 24695311]
  74. Nat Rev Cancer. 2012 Jun 14;12(7):487-93 [PMID: 22695393]
  75. Ecol Lett. 2011 Dec;14(12):1300-12 [PMID: 22011186]
  76. Nat Rev Cancer. 2015 Aug;15(8):473-83 [PMID: 26156638]
  77. CA Cancer J Clin. 2007 Jul-Aug;57(4):225-41 [PMID: 17626119]
  78. Cell Prolif. 2015 Apr;48(2):259-69 [PMID: 25643821]
  79. Evolution. 2011 Apr;65(4):1140-8 [PMID: 21062277]
  80. Nature. 2009 May 28;459(7246):508-9 [PMID: 19478766]
  81. Nature. 2012 Jan 18;481(7381):306-13 [PMID: 22258609]
  82. Nature. 1975 May 15;255(5505):197-200 [PMID: 1143315]
  83. Cell Death Differ. 2015 Apr;22(4):549-59 [PMID: 25656654]

Grants

  1. U54 CA210173/NCI NIH HHS
  2. U01 CA196390/NCI NIH HHS
  3. P01-CA093900/NIH HHS
  4. U54-CA210173/NIH HHS
  5. U01-CA196390/NIH HHS
  6. P01 CA093900/NCI NIH HHS

MeSH Term

Biological Evolution
Game Theory
Humans
Neoplasms
Tumor Microenvironment

Word Cloud

Created with Highcharts 10.0.0cellscooperationcancercantumouramongtheorydiffusiblefactorsgameCellpromotesmanyhallmarksviasecretionaffectstromalthe tumourmicroenvironmentexplainedsimplycollectiveactionbenefitnon-cooperativesubclonesconstantlyinvadefree-rideproducedcooperativefullunderstandingrequiresmethodsconceptsevolutionaryusedsuccessfullyareasbiologyunderstandsimilarproblemsunderutilizedresearchGameprovideinsightsstabilitydesignpotentiallyevolution-prooftherapiesdisruptCooperationcells:applying

Similar Articles

Cited By