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Updated: Sep 28, 2025

Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
Published on: July 14, 2015
Co-evolution of interacting proteins through non-contacting and non-specific mutations
David Ding1,2, Anna G Green2,3, Boyuan Wang4
1Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
Neutral mutations in proteins unlock future functional possibilities. Our study reveals non-specific mutations in bacterial toxins that enable future protein evolution, missed by current methods.
Area of Science:
- Molecular Biology
- Evolutionary Biology
- Protein Engineering
Background:
- Proteins accumulate neutral mutations, altering future evolutionary potential.
- Understanding these mutations is key for protein design and evolutionary prediction.
- Systematic identification of potentiating mutations remains a challenge.
Purpose of the Study:
- To identify single substitutions in bacterial toxins that tolerate antitoxin mutations.
- To explore the impact of these mutations on future evolutionary pathways.
- To assess the efficacy of current methods in identifying such mutations.
Main Methods:
- Comprehensive analysis of a bacterial toxin-antitoxin system.
- Identification of all single substitutions in the toxin.
- Evaluation of tolerance to antitoxin mutations.
- Comparison with covariation and machine learning methods.
Main Results:
- Identified toxin mutations enabling tolerance to diverse antitoxin mutations.
- Found that enabling mutations often do not contact the interface directly.
- Demonstrated that these mutations expand future mutational paths, maintaining and creating new interactions.
- Showed these non-specific mutations are missed by standard covariation and machine learning approaches.
Conclusions:
- Non-specific enabling mutations play a crucial role in protein evolution.
- These mutations offer a broader scope for future functional diversification than specific compensatory mutations.
- Identifying such mutations is vital for protein design and therapeutic applications involving evolving targets.
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