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Understanding epistatic networks in the B1 β-lactamases through coevolutionary statistical modeling and deep
J Z Chen1, M Bisardi2,3, D Lee1
1Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada.
Nature Communications
|September 30, 2024
Summary
Evolutionary protein families use epistatic networks to tolerate mutations. A study of B1 metallo-β-lactamases reveals widespread epistasis, with ~1/3rd of mutations being epistatic, impacting protein evolution.
Area of Science:
- Biochemistry and Molecular Biology
- Evolutionary Biology
- Structural Biology
Background:
- Protein families evolve sequence divergence while maintaining structure and function.
- Epistatic networks of intramolecular interactions can alleviate deleterious mutations during evolution.
- Comprehensive analysis of epistatic networks across protein families is limited.
Purpose of the Study:
- To conduct a family-wide analysis of epistatic networks in B1 metallo-β-lactamases.
- To combine experimental and computational methods to quantify epistasis.
- To identify the structural and functional roles of epistatic residues.
Main Methods:
- Deep mutational scanning (DMS) on NDM-1 and VIM-2 homologs.
- In silico DMS using Direct Coupling Analysis (DCA) on 100 homologs.
- Comparative analysis of experimental and computational data.
Main Results:
- Approximately one-third of equivalent mutations are epistatic in DMS experiments.
- Direct Coupling Analysis (DCA) indicates significant differences in tolerated mutations across the family.
- Strongest epistasis is observed in regions with intermediate residue burial, balancing packing and freedom.
- Entrenched residues show distinct behaviors, suggesting complex epistatic networks.
Conclusions:
- Epistasis is prevalent in protein family evolution and can be quantified.
- Intermediate residue burial is crucial for forming epistatic networks.
- Entrenched residues are key components of complex epistatic networks that stabilize protein function.
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