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Tumor Biology and Immunology

Cancer Cell Fitness Is Dynamic

Luana S. Lenz, Juliano L. Faccioni, Paula A. Bracco, Jephesson A.F. Santos, Luiza C. Pereira, Julieti H. Buss, Mauricio T. Tamborindeguy, Daphne Torgo, Thayana Monteiro, Giovana B. Mantovani, Carolina N. Santo, Julia C. Marcolin, Eloisa Dalsin, Alvaro Vigo, Sidia M. Callegari-Jacques, Andrew O. Silva, Giovana R. Onzi, Karine R. Begnini and Guido Lenz
Luana S. Lenz
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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  • ORCID record for Luana S. Lenz
Juliano L. Faccioni
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Paula A. Bracco
3Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Jephesson A.F. Santos
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Luiza C. Pereira
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Julieti H. Buss
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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  • ORCID record for Julieti H. Buss
Mauricio T. Tamborindeguy
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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  • ORCID record for Mauricio T. Tamborindeguy
Daphne Torgo
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Thayana Monteiro
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Giovana B. Mantovani
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Carolina N. Santo
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Julia C. Marcolin
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Eloisa Dalsin
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Alvaro Vigo
3Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
4Departamento de Estatística, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Sidia M. Callegari-Jacques
4Departamento de Estatística, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Andrew O. Silva
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Giovana R. Onzi
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Karine R. Begnini
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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Guido Lenz
1Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
2Departamento de Biofísica, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
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  • For correspondence: lenz@ufrgs.br
DOI: 10.1158/0008-5472.CAN-20-2488 Published February 2021
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Abstract

Several phenotypes that impact the capacity of cancer cells to survive and proliferate are dynamic. Here we used the number of cells in colonies as an assessment of fitness and devised a novel method called Dynamic Fitness Analysis (DynaFit) to measure the dynamics in fitness over the course of colony formation. DynaFit is based on the variance in growth rate of a population of founder cells compared with the variance in growth rate of colonies with different sizes. DynaFit revealed that cell fitness in cancer cell lines, primary cancer cells, and fibroblasts under unhindered growth conditions is dynamic. Key cellular mechanisms such as ERK signaling and cell-cycle synchronization differed significantly among cells in colonies after 2 to 4 generations and became indistinguishable from randomly sampled cells regarding these features. In the presence of cytotoxic agents, colonies reduced their variance in growth rate when compared with their founder cell, indicating a dynamic nature in the capacity to survive and proliferate in the presence of a drug. This finding was supported by measurable differences in DNA damage and induction of senescence among cells of colonies. The presence of epigenetic modulators during the formation of colonies stabilized their fitness for at least four generations. Collectively, these results support the understanding that cancer cell fitness is dynamic and its modulation is a fundamental aspect to be considered in comprehending cancer cell biology and its response to therapeutic interventions.

Significance: Cancer cell fitness is dynamic over the course of the formation of colonies. This dynamic behavior is mediated by asymmetric mitosis, ERK activity, cell-cycle duration, and DNA repair capacity in the absence or presence of a drug.

Footnotes

  • Note: Supplementary data for this article are available at Cancer Research Online (http://cancerres.aacrjournals.org/).

  • Cancer Res 2021;81:1040–51

  • Received July 23, 2020.
  • Revision received September 22, 2020.
  • Accepted December 18, 2020.
  • Published first December 22, 2020.
  • ©2020 American Association for Cancer Research.
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Cancer Research: 81 (4)
February 2021
Volume 81, Issue 4
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Cancer Cell Fitness Is Dynamic
Luana S. Lenz, Juliano L. Faccioni, Paula A. Bracco, Jephesson A.F. Santos, Luiza C. Pereira, Julieti H. Buss, Mauricio T. Tamborindeguy, Daphne Torgo, Thayana Monteiro, Giovana B. Mantovani, Carolina N. Santo, Julia C. Marcolin, Eloisa Dalsin, Alvaro Vigo, Sidia M. Callegari-Jacques, Andrew O. Silva, Giovana R. Onzi, Karine R. Begnini and Guido Lenz
Cancer Res February 15 2021 (81) (4) 1040-1051; DOI: 10.1158/0008-5472.CAN-20-2488

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Cancer Cell Fitness Is Dynamic
Luana S. Lenz, Juliano L. Faccioni, Paula A. Bracco, Jephesson A.F. Santos, Luiza C. Pereira, Julieti H. Buss, Mauricio T. Tamborindeguy, Daphne Torgo, Thayana Monteiro, Giovana B. Mantovani, Carolina N. Santo, Julia C. Marcolin, Eloisa Dalsin, Alvaro Vigo, Sidia M. Callegari-Jacques, Andrew O. Silva, Giovana R. Onzi, Karine R. Begnini and Guido Lenz
Cancer Res February 15 2021 (81) (4) 1040-1051; DOI: 10.1158/0008-5472.CAN-20-2488
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