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Evolving plastic responses in artificial cell models

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3 Author(s)
Maher, J. ; Nat. Univ. of Ireland, Galway ; Morgan, F. ; Mac Aodha, O.

Two variants of biologically inspired cell model, namely eukaryotic (containing a nucleus) and prokaryotic (without a nucleus) are compared in this research. The comparison investigates their relative evolvability and ability to integrate external environmental stimulus to direct protein pattern formation within a single cell. To the authors' knowledge there has been no reported work comparing the relative performance of eukaryotic and prokaryotic artificial cells models. We propose a novel system of protein translocation for eukaryotic cells based on the process of nucleocytoplasmic transport observed in biological cells. Results demonstrate that eukaryotic cell models exhibit a higher degree of sensitivity to environmental variations compared with prokaryotes. Based on these results we conclude that the process of transporting proteins to and from the nucleus plays a key role in shaping eukaryotic cell plasticity.

Published in:
Evolutionary Computation, 2009. CEC '09. IEEE Congress on

Date of Conference: 18-21 May 2009

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