• DocumentCode
    2940236
  • Title

    From in vitro to in silico and back again: Using biological and mathematical synergy to decipher breast cancer cell motility

  • Author

    Rosenthal, Devin T. ; Iyer, Harish ; Escudero, Silvia ; Ventura, Alejandra C. ; Arruda, Ellen M. ; Garikipati, Krishna ; Merajver, Sofia D.

  • Author_Institution
    Univ. of Michigan Comprehensive Cancer Center, Univ. of Michigan, Ann Arbor, MI, USA
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    3261
  • Lastpage
    3264
  • Abstract
    The complexity of biological systems is often prohibitive in testing specific hypotheses from first physical principles. To circumvent these limitations we used biological data to inform a mathematical model of breast cancer cell motility. Using this in silico model we were able to accurately assess the influence of actin cytoskeletal architecture on the motility of a genetically modified breast cancer cell line. Furthermore, using the in silico model revealed a biological phenomenon that has not been previously described in live cell movement. Fusing biology and mathematics as presented here represents a new direction for biomedical research in which advances in each field synergistically drive discoveries in the other.
  • Keywords
    biology computing; cancer; cell motility; medical computing; physiological models; actin cytoskeletal architecture; biological data; biological-mathematical synergy; breast cancer cell motility; genetically modified breast cancer cell line; in silico model; mathematical model; Breast cancer; Computer architecture; Finite element methods; Mathematical model; Microprocessors; Stress; Breast Neoplasms; Cell Line, Tumor; Cell Movement; Computer Simulation; Cytoskeleton; Humans; Mechanotransduction, Cellular; Models, Biological; Neoplasm Invasiveness; p38 Mitogen-Activated Protein Kinases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5627224
  • Filename
    5627224