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Understanding cancer phenomena using a thermodynamic-based approach

Flashner-Abramson, E. and Heath, J. R. and Levine, R. D. and Kravchenko-Balasha, N. (2017) Understanding cancer phenomena using a thermodynamic-based approach. European Biophysics Journal, 46 (S1). S274. ISSN 0175-7571. https://resolver.caltech.edu/CaltechAUTHORS:20180108-091251718

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Abstract

We seek to address fundamental questions in cancer biology by an experimental-theoretical approach based on physicochemical laws. We have recently pioneered the application of the thermodynamic-based surprisal analysis, which has been previously applied to systems in chemistry and physics, to biological processes. We have shown that through the accurate resolution of the protein networks that deviate the cancer system from its balanced state, various biological phenotypes can be predicted. For example, we have demonstrated that using a thermodynamic-based proteomic analysis in varying cell-cell distances, the direction of movement of brain cancer cells can be predicted and experimentally manipulated. Here we present single cell and bulk proteomic methods integrated with thermodynamic-derived information theory. We demonstrate how complex biological phenomena, such as cellular tumor architectures or inter-tumor variability can be modeled using a limited number of key physical parameters. Furthermore we show how these parameters are used to predict cellular architectures or to design high-precision, patient-specific drug cocktails. Generally speaking, this approach provides a framework that models biological systems in order to learn how to predict and manipulate their behavior.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1007/s00249-017-1222-xDOIAbstracts
https://link.springer.com/article/10.1007/s00249-017-1222-xPublisherAbstracts
ORCID:
AuthorORCID
Heath, J. R.0000-0001-5356-4385
Additional Information:© 2017 European Biophysical Societies' Association. First Online: 26 June 2017.
Issue or Number:S1
Record Number:CaltechAUTHORS:20180108-091251718
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20180108-091251718
Official Citation:Eur Biophys J (2017) 46(Suppl 1): 43. https://doi.org/10.1007/s00249-017-1222-x
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:84160
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:08 Jan 2018 17:24
Last Modified:03 Oct 2019 19:15

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