Stochastic model of contact inhibition and the proliferation of melanoma in situ

Mauro César Cafundó Morais, Izabella Stuhl, Alan U. Sabino, Willian W. Lautenschlager, Alexandre S. Queiroga, Tharcisio Citrangulo Tortelli, Roger Chammas, Yuri Suhov, Alexandre F. Ramos

Research output: Contribution to journalArticle

6 Scopus citations

Abstract

Contact inhibition is a central feature orchestrating cell proliferation in culture experiments; its loss is associated with malignant transformation and tumorigenesis. We performed a co-culture experiment with human metastatic melanoma cell line (SKMEL- 147) and immortalized keratinocyte cells (HaCaT). After 8 days a spatial pattern was detected, characterized by the formation of clusters of melanoma cells surrounded by keratinocytes constraining their proliferation. In addition, we observed that the proportion of melanoma cells within the total population has increased. To explain our results we propose a spatial stochastic model (following a philosophy of the Widom-Rowlinson model from Statistical Physics and Molecular Chemistry) which considers cell proliferation, death, migration, and cell-to-cell interaction through contact inhibition. Our numerical simulations demonstrate that loss of contact inhibition is a sufficient mechanism, appropriate for an explanation of the increase in the proportion of tumor cells and generation of spatial patterns established in the conducted experiments.

Original languageEnglish (US)
Article number8026
JournalScientific reports
Volume7
Issue number1
DOIs
StatePublished - Dec 1 2017

    Fingerprint

All Science Journal Classification (ASJC) codes

  • General

Cite this

Morais, M. C. C., Stuhl, I., Sabino, A. U., Lautenschlager, W. W., Queiroga, A. S., Tortelli, T. C., Chammas, R., Suhov, Y., & Ramos, A. F. (2017). Stochastic model of contact inhibition and the proliferation of melanoma in situ. Scientific reports, 7(1), [8026]. https://doi.org/10.1038/s41598-017-07553-6