March 13, 2026

Biophysical trade-offs in antibody evolution are resolved by conformation-mediated epistasis

NIS Mountain Hero

We are excited to share new research from our collaboration with the Phillips Lab at UCSF, now on bioRxiv! 

How do antibodies evolve to recognize emerging SARS-CoV-2 variants without losing the biophysical properties needed to function? By characterizing all possible evolutionary intermediates of a human antibody lineage, the Phillips Lab found that only a handful of mutational paths can satisfy these competing demands — and that those paths acquire mutations in a very specific order.

NanoImaging Services performed all cryo-EM structure determination for this project, enabling epitope mapping of both the ancestral and mature antibodies. These structures revealed a conformational rearrangement that  relieves steric clashes — unlocking mutational paths that would otherwise be evolutionarily inaccessible.

Those of you who joined our webinar, "Structural Heterogeneity in Focus: Preparing for Cryo-EM Success", may recognize this data, which was used to highlight how cryo-EM can be used for epitope mapping of structurally heterogeneous samples.

Great science doesn't happen without great partners. Thank you to the Phillips Lab for a fantastic collaboration!

 

We are excited to share new research from our collaboration with the Phillips Lab at UCSF, now on bioRxiv! 

How do antibodies evolve to recognize emerging SARS-CoV-2 variants without losing the biophysical properties needed to function? By characterizing all possible evolutionary intermediates of a human antibody lineage, the Phillips Lab found that only a handful of mutational paths can satisfy these competing demands — and that those paths acquire mutations in a very specific order.

NanoImaging Services performed all cryo-EM structure determination for this project, enabling epitope mapping of both the ancestral and mature antibodies. These structures revealed a conformational rearrangement that  relieves steric clashes — unlocking mutational paths that would otherwise be evolutionarily inaccessible.

Those of you who joined our webinar, "Structural Heterogeneity in Focus: Preparing for Cryo-EM Success", may recognize this data, which was used to highlight how cryo-EM can be used for epitope mapping of structurally heterogeneous samples.

Great science doesn't happen without great partners. Thank you to the Phillips Lab for a fantastic collaboration!

 

Citation

Tharp, C. R., Catalano, C., Khalifeh, A., Ghaffari-Kashani, S., Huang, R., Kang, G., Scapin, G., & Phillips, A. M. (2026). Biophysical trade-offs in antibody evolution are resolved by conformation-mediated epistasis. bioRxiv. https://doi.org/10.64898/2026.03.12.711465

Authors
Cole R. Tharp, Claudio Catalano, Anthony Khalifeh, Sam Ghaffari-Kashani, Ruimin Huang, Gyunghoon Kang, Giovanna Scapin, Angela M. Phillips
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