ArticleProtein science : a publication of the Protein Society2024
Systematic enhancement of protein crystallization efficiency by bulk lysine-to-arginine (KR) substitution.
Article in Protein science : a publication of the Protein Society, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed, 10 citations in OpenAlex.
- Novel perspectives on PPARγ regulation: from SPPARMs to the emerging role of lncRNAs in metabolic disorders.International journal of obesity (2005) · 2026Review
- Dynamic Lysine Acetylation Disrupts Isocitrate Lyase Function and Enables Metabolic Optimisation.Microbial biotechnology · 2026Article
- Single mutations to tyrosine or glutamate improve the crystallizability and crystal diffraction properties of a flexible two-domain protein.Acta crystallographica. Section F, Structural biology communications · 2026Article
- Gluebodies Offer a Route To Improve Crystal Reliability and Diversity through Transferable Nanobody Mutations That Introduce Constitutive Close Contacts.ACS central science · 2025Article
- Using AlphaFold and Symmetrical Docking to Predict Protein-Protein Interactions for Exploring Potential Crystallization Conditions.Proteins · 2025Article
- Preparing for successful protein crystallization experiments.Acta crystallographica. Section F, Structural biology communications · 2025Article
- Systematic enhancement of protein crystallization efficiency by bulk lysine-to-arginine (KR) substitution.Protein science : a publication of the Protein Society · 2024Article
- MEnTaT: A machine-learning approach for the identification of mutations to increase protein stability.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
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Authors and funding
13 authors at 3 institutions in 1 country.
Funding
Abstract
Structural genomics consortia established that protein crystallization is the primary obstacle to structure determination using x-ray crystallography. We previously demonstrated that crystallization propensity is systematically related to primary sequence, and we subsequently performed computational analyses showing that arginine is the most overrepresented amino acid in crystal-packing interfaces in the Protein Data Bank. Given the similar physicochemical characteristics of arginine and lysine, we hypothesized that multiple lysine-to-arginine (KR) substitutions should improve crystallization. To test this hypothesis, we developed software that ranks lysine sites in a target protein based on the redundancy-corrected KR substitution frequency in homologs. This software can be run interactively on the worldwide web at https://www.pxengineering.org/. We demonstrate that three unrelated single-domain proteins can tolerate 5-11 KR substitutions with at most minor destabilization, and, for two of these three proteins, the construct with the largest number of KR substitutions exhibits significantly enhanced crystallization propensity. This approach rapidly produced a 1.9 Å crystal structure of a human protein domain refractory to crystallization with its native sequence. Structures from Bulk KR-substituted domains show the engineered arginine residues frequently make hydrogen-bonds across crystal-packing interfaces. We thus demonstrate that Bulk KR substitution represents a rational and efficient method for probabilistic engineering of protein surface properties to improve crystallization.
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