Literature DB >> 28890160

Elfin: An algorithm for the computational design of custom three-dimensional structures from modular repeat protein building blocks.

Chun-Ting Yeh1, T J Brunette2, David Baker2, Simon McIntosh-Smith1, Fabio Parmeggiani3.   

Abstract

Computational protein design methods have enabled the design of novel protein structures, but they are often still limited to small proteins and symmetric systems. To expand the size of designable proteins while controlling the overall structure, we developed Elfin, a genetic algorithm for the design of novel proteins with custom shapes using structural building blocks derived from experimentally verified repeat proteins. By combining building blocks with compatible interfaces, it is possible to rapidly build non-symmetric large structures (>1000 amino acids) that match three-dimensional geometric descriptions provided by the user. A run time of about 20min on a laptop computer for a 3000 amino acid structure makes Elfin accessible to users with limited computational resources. Protein structures with controlled geometry will allow the systematic study of the effect of spatial arrangement of enzymes and signaling molecules, and provide new scaffolds for functional nanomaterials.
Copyright © 2017 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Computational protein design; Genetic algorithm; Protein design; Protein origami; Repeat protein

Mesh:

Substances:

Year:  2017        PMID: 28890160     DOI: 10.1016/j.jsb.2017.09.001

Source DB:  PubMed          Journal:  J Struct Biol        ISSN: 1047-8477            Impact factor:   2.867


  5 in total

1.  Protein Science Meets Artificial Intelligence: A Systematic Review and a Biochemical Meta-Analysis of an Inter-Field.

Authors:  Jalil Villalobos-Alva; Luis Ochoa-Toledo; Mario Javier Villalobos-Alva; Atocha Aliseda; Fernando Pérez-Escamirosa; Nelly F Altamirano-Bustamante; Francine Ochoa-Fernández; Ricardo Zamora-Solís; Sebastián Villalobos-Alva; Cristina Revilla-Monsalve; Nicolás Kemper-Valverde; Myriam M Altamirano-Bustamante
Journal:  Front Bioeng Biotechnol       Date:  2022-07-07

2.  Combining genetic algorithm with machine learning strategies for designing potent antimicrobial peptides.

Authors:  Kyle Boone; Cate Wisdom; Kyle Camarda; Paulette Spencer; Candan Tamerler
Journal:  BMC Bioinformatics       Date:  2021-05-11       Impact factor: 3.169

3.  Pepblock Builder VR - An Open-Source Tool for Gaming-Based Bio-Edutainment in Interactive Protein Design.

Authors:  Venkata V B Yallapragada; Tianshu Xu; Sidney P Walker; Sabin Tabirca; Mark Tangney
Journal:  Front Bioeng Biotechnol       Date:  2021-05-14

4.  Modular repeat protein sculpting using rigid helical junctions.

Authors:  T J Brunette; Matthew J Bick; Jesse M Hansen; Cameron M Chow; Justin M Kollman; David Baker
Journal:  Proc Natl Acad Sci U S A       Date:  2020-04-03       Impact factor: 11.205

5.  Elfin UI: A Graphical Interface for Protein Design With Modular Building Blocks.

Authors:  Chun-Ting Yeh; Leon Obendorf; Fabio Parmeggiani
Journal:  Front Bioeng Biotechnol       Date:  2020-10-23
  5 in total

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