Quantitative modeling perspectives on the ErbB system of cell regulatory processes
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Lauffenburger ECR final.pdf
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Author(s) •
Lazzara, Matthew J.
Lauffenburger, Douglas A.
Date Issued
November 2008
Journal
Experimental Cell Research
Publisher
Elsevier
Citation
Lazzara, Matthew J., and Douglas A. Lauffenburger. “Quantitative modeling perspectives on the ErbB system of cell regulatory processes.” Experimental Cell Research 315.4 (2009): 717-725.
Version
Author's final manuscript
Abstract
The complexities of the processes involved in ErbB-mediated regulation of cellular phenotype are broadly appreciated, so much so that it might be reasonably argued that this highly studied system provided significant impetus for the systems perspective on cell signaling processes in general. Recent years have seen major advances in the level of characterization of the ErbB system as well as our ability to make measurements of the system. This new data provides significant new insight, while at the same time creating new challenges for making quantitative statements and predictions with certainty. Here, we discuss recent advances in each of these directions and the interplay between them, with a particular focus on quantitative modeling approaches to interpret data and provide predictive power. Our discussion follows the sequential order of ErbB pathway activation, beginning with considerations of receptor/ligand interactions and dynamics, proceeding to the generation of intracellular signals, and ending with determination of cellular phenotype. As discussed herein, these processes become increasingly difficult to describe or interpret in terms of traditional models, and we review emerging methodologies to address this complexity.
MIT Department
Massachusetts Institute of Technology. Department of Biological Engineering
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Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.
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DOI of Published Version
https://doi.org/10.1016/j.yexcr.2008.10.033