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Dawn of a New Era for Membrane Protein Design

Shahin Sowlati‐Hashjin, Aanshi Gandhi, Michael Garton

2022BioDesign Research16 citationsDOIOpen Access PDF

Abstract

A major advancement has recently occurred in the ability to predict protein secondary structure from sequence using artificial neural networks. This new accessibility to high-quality predicted structures provides a big opportunity for the protein design community. It is particularly welcome for membrane protein design, where the scarcity of solved structures has been a major limitation of the field for decades. Here, we review the work done to date on the membrane protein design and set out established and emerging tools that can be used to most effectively exploit this new access to structures.

Topics & Concepts

ExploitScarcityComputer scienceSet (abstract data type)Protein designField (mathematics)EngineeringProtein structureBiologyComputer securityMathematicsBiochemistryPure mathematicsMicroeconomicsEconomicsProgramming languageProtein Structure and DynamicsRNA and protein synthesis mechanismsLipid Membrane Structure and Behavior
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