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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
Published on: July 25, 2013
Evolutionary selection of proteins with two folds
Joseph W Schafer1, Lauren L Porter1,2
1National Library of Medicine, National Center for Biotechnology Information, National Institutes of Health, Bethesda, MD 20894, USA.
Researchers discovered dual-fold coevolution in proteins, revealing that fold-switching proteins have alternative structures. This finding suggests natural selection preserves these diverse protein conformations for evolutionary advantage.
Area of Science:
- Biochemistry
- Structural Biology
- Bioinformatics
Background:
- Most globular proteins adopt a single stable structure, but some dynamically remodel their structures in response to cellular signals.
- Current protein structure prediction algorithms often fail to identify alternative functional folds in these dynamic proteins.
- These algorithms infer structure from coevolved amino acid pairs, potentially missing crucial signatures.
Approach:
- Developed a novel approach to analyze diverse protein superfamilies and subfamilies, including both single-fold and fold-switching variants.
- Searched for coevolutionary signatures masked by over-represented single-fold sequences.
- Applied the approach to identify coevolutionary signals corresponding to distinct protein conformations.
Key Points:
- Successfully identified coevolution of amino acid pairs corresponding to both conformations in 56/58 fold-switching proteins.
- Utilized predicted coevolutionary pairs to guide AlphaFold2 in predicting two experimentally consistent conformations for a protein with an unsolved structure.
- Demonstrated that fold-switching sequences are preserved by natural selection, indicating functional advantages.
Conclusions:
- Widespread dual-fold coevolution suggests that nature actively selects for proteins capable of adopting multiple stable structures.
- This discovery challenges existing prediction models and opens new avenues for understanding protein diversity.
- Paves the way for predicting multiple protein structures from a single amino acid sequence, enhancing our understanding of protein function and evolution.
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