Cited by 2Evolution and Genetic DynamicsAntibiotic Resistance in BacteriaProtein Structure and Dynamics

Origins and breadth of pairwise epistasis in an α-helix of β-lactamase TEM-1

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Birgy, André, Roussel, Clément, Kemble, Harry, Mullaert, Jimmy, Panigoni, Karine, Chapron, Audrey, Magnan, Mélanie, Jacquier, Hervé +3 more·2026·Nature Communications

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Abstract

The effect of mutations in a protein may depend on the presence of others—a phenomenon known as epistasis. Epistasis plays a key role in evolution and complicates predictions of mutational effects, as effects can be context-dependent. Yet, despite its importance, the mechanistic basis of epistasis remains poorly understood. To better characterize epistasis, we focused on an 11-residue α-helix in TEM-1 β-lactamase and constructed a comprehensive library of over 14,000 double mutants. Fitness and minimum inhibitory concentration, two contrasted measure of protein efficiency, reveal consistent widespread epistasis. A non-linear two-state protein stability model in which destabilizing, neutral, or stabilizing mutations contribute additively to the stability phenotype, largely explain the data. Most epistatic effects are consequently predictable from single-mutation effects. However, systematic deviations from the model occur when both mutated residues directly interact in the 3D structure—a fold conserved across distant TEM-1 homologs. We therefore investigated the predictive power of statistical models trained on distant homologous sequences and found that they could partially recover the observed epistatic interactions. Our results, built on a short structural element of a protein, shed light on multiple determinants of the epistatic landscape that have shaped the evolutionary trajectory of β-lactamase proteins over long timescales.

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Authors
Birgy, A., Roussel, C., Kemble, H., Mullaert, J., Panigoni, K., Chapron, A., Magnan, M., Jacquier, H., Cocco, S., Monasson, R., & Tenaillon, O.
Affiliations
  • Inserm (FR)
  • Centre National de la Recherche Scientifique (FR)
Corresponding author
Tenaillon, Olivier
Venue
Nature Communications
Published
2026-03-17
Volume
17
Issue
1
ISSN
2041-1723 (ISSN-L)
OpenAlex
W7138242708
Cited by
2
References
6
Citations by year
2026: 2
FWCI
7.91
Type
journal article
Language
en
Open access
Locations
  • Nature Communications (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Funders
  • European Commission
  • Agence Nationale de la Recherche
  • FP7 Ideas: European Research Council (310944)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Medicine › Antibiotic Resistance in Bacteria
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
Keywords
TEM-1 beta-lactamase, alpha-helix, double mutants, protein stability, fitness, minimum inhibitory concentration, protein evolution, homology model, antibiotic resistance
MeSH terms
Protein Conformation, alpha-Helical, beta-Lactamases, Epistasis, Genetic, Escherichia coli, Models, Molecular, Mutation, Evolution, Molecular

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