Protocol for Designing <i>De Novo</i> Noncanonical Peptide Binders in OSPREY

D-peptides, the mirror image of canonical L-peptides, offer numerous biological advantages that make them effective therapeutics. This article details how to use DexDesign, the newest OSPREY-based algorithm, for designing these D-peptides <i>de novo</i>. OSPREY physics-based models precisely mimic energy-equivariant reflection operations, enabling the generation of D-peptide scaffolds from L-peptide templates. Due to the scarcity of D-peptide:L-protein structural data, DexDesign calls a geometric hashing algorithm, Method of Accelerated Search for Tertiary Ensemble Representatives, as a subroutine to produce a synthetic structural dataset. DexDesign enables mixed-chirality designs with a new user interface and also reduces the conformation and sequence search space using three new design techniques: Minimum Flexible Set, Inverse Alanine Scanning, and K*-based Mutational Scanning.

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Publication Details

Journal
Journal of Computational Biology
Published
2024-10-01
DOI
https://doi.org/10.1089/cmb.2024.0669
Primary Topic
Chemical Synthesis and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Protocol for Designing De Novo Noncanonical Peptide Binders in OSPREY

Pei Zhou, Henry Childs, Nathan Guerin, Bruce R. Donald
Journal of Computational Biology
Chemical Synthesis and Analysis
article

Protocol for Designing De Novo Noncanonical Peptide Binders in OSPREY

Pei Zhou, Henry Childs, Nathan Guerin, Bruce R. Donald
article en

Abstract

D-peptides, the mirror image of canonical L-peptides, offer numerous biological advantages that make them effective therapeutics. This article details how to use DexDesign, the newest OSPREY-based algorithm, for designing these D-peptides <i>de novo</i>. OSPREY physics-based models precisely mimic energy-equivariant reflection operations, enabling the generation of D-peptide scaffolds from L-peptide templates. Due to the scarcity of D-peptide:L-protein structural data, DexDesign calls a geometric hashing algorithm, Method of Accelerated Search for Tertiary Ensemble Representatives, as a subroutine to produce a synthetic structural dataset. DexDesign enables mixed-chirality designs with a new user interface and also reduces the conformation and sequence search space using three new design techniques: Minimum Flexible Set, Inverse Alanine Scanning, and K*-based Mutational Scanning.

Journal of Computational BiologyVol. 31(10)
Duke University (US)
National Institutes of Health
Zero hunger
Openalex Percentile: Top 84%
Chemical Synthesis and Analysis
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