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
Link To Document