Improving the efficiency of evolutionary de novo peptide design: Strategies for probing configuration and parameter settings

Biosystems ◽  
2007 ◽  
Vol 88 (1-2) ◽  
pp. 35-55 ◽  
Author(s):  
Wuming Zhang ◽  
Kazuyoshi Yano ◽  
Isao Karube
2005 ◽  
Vol 10 (4) ◽  
pp. 295-304 ◽  
Author(s):  
I. Belda ◽  
X. Llorà ◽  
E. Giralt

PLoS ONE ◽  
2014 ◽  
Vol 9 (2) ◽  
pp. e90095 ◽  
Author(s):  
James Smadbeck ◽  
Meghan B. Peterson ◽  
Barry M. Zee ◽  
Shivani Garapaty ◽  
Aashna Mago ◽  
...  

2005 ◽  
Vol 19 (8) ◽  
pp. 585-601 ◽  
Author(s):  
Ignasi Belda ◽  
Sergio Madurga ◽  
Xavier Llorà ◽  
Marc Martinell ◽  
Teresa Tarragó ◽  
...  

Author(s):  
Lars G. J. Hammarström ◽  
Ted J. Gauthier ◽  
Robert P. Hammer ◽  
Mark L. McLaughlin

PLoS ONE ◽  
2010 ◽  
Vol 5 (6) ◽  
pp. e10926 ◽  
Author(s):  
E. Besray Unal ◽  
Attila Gursoy ◽  
Burak Erman

2012 ◽  
Vol 55 (9) ◽  
pp. 4159-4168 ◽  
Author(s):  
Meghan L. Bellows-Peterson ◽  
Ho Ki Fung ◽  
Christodoulos A. Floudas ◽  
Chris A. Kieslich ◽  
Li Zhang ◽  
...  

Author(s):  
Paul Wrede

Peptides fulfill many tasks in controlling and regulating cellular functions and are key molecules in systems biology. There is a great demand in science and industry for a fast search of innovative peptide structures. In this chapter we introduce a combination of a computer-based guided search of novel peptides in sequence space with their biological experimental validation. The computer-based search uses an evolutionary algorithm that includes artificial neural networks as fitness function and a mutation operator, called the PepHarvester. Optimization occurs during 100 iterations. This system, called DARWINIZER, is applied in the de novo design of neutralizing peptides against autoantibodies from DCM (dilatative cardiomyopathy) patients. Another approach is the optimization of peptide sequences by an ant colony optimization process. This biologically-oriented system identified several novel weak binding T-cell epitopes.


2013 ◽  
Vol 17 (2) ◽  
pp. 357-369 ◽  
Author(s):  
Divya Chandra ◽  
Christopher J. Morrison ◽  
James Woo ◽  
Steven Cramer ◽  
Pankaj Karande

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