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Computational design of sequence-specific DNA-binding proteins

Cameron J. Glasscock, Robert Pecoraro, Ryan McHugh, Lindsey Doyle, Wei Chen, Olivier Boivin, Beau Lonnquist, Emily Na, Yuliya Politanska, Hugh K. Haddox, David Cox, Christoffer Norn, Brian Coventry, Inna Goreshnik, Dionne Vafeados, Gyu Rie Lee, Raluca Gordân, Barry Stoddard, Frank DiMaio, David Baker

2025Nature Structural & Molecular Biology23 citationsDOIOpen Access PDF

Abstract

Sequence-specific DNA-binding proteins (DBPs) have critical roles in biology and biotechnology and there has been considerable interest in the engineering of DBPs with new or altered specificities for genome editing and other applications. While there has been some success in reprogramming naturally occurring DBPs using selection methods, the computational design of new DBPs that recognize arbitrary target sites remains an outstanding challenge. We describe a computational method for the design of small DBPs that recognize short specific target sequences through interactions with bases in the major groove and use this method to generate binders for five distinct DNA targets with mid-nanomolar to high-nanomolar affinities. The individual binding modules have specificity closely matching the computational models at as many as six base-pair positions and higher-order specificity can be achieved by rigidly positioning the binders along the DNA double helix using RFdiffusion. The crystal structure of a designed DBP-target site complex is in close agreement with the design model and the designed DBPs function in both Escherichia coli and mammalian cells to repress and activate transcription of neighboring genes. Our method provides a route to small and, hence, readily deliverable sequence-specific DBPs for gene regulation and editing.

Topics & Concepts

Computational biologyDNASynthetic biologyBiologyEscherichia coliGenomeTranscription (linguistics)Function (biology)GeneTranscription factorComputational modelBinding siteGenome engineeringDNA-binding proteinProtein designProtein structureGenome editingCell biologyComputer scienceChemistryStructural biologyBiophysicsBiological systemProtein–DNA interactionProtein engineeringSequence spaceDNA replicationReprogrammingSelection (genetic algorithm)Regulation of gene expressionDeliverableProtein–protein interactionHelix (gastropod)Plasma protein bindingBase pairDNA sequencingSaccharomyces cerevisiaeEnhancerOrigin of replicationRNA and protein synthesis mechanismsCRISPR and Genetic EngineeringAdvanced biosensing and bioanalysis techniques
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