# Susceptibility of broad reactivity nanobodies to resistance mutations in the S2 domain of SARS-CoV-2 predicted by yeast display deep mutational scanning

**Authors:** Christina R. Ball, Walter Ramage, Ryan Mate, Simon E. Hufton

PMC · DOI: 10.3389/fimmu.2025.1726449 · Frontiers in Immunology · 2026-01-12

## TL;DR

This study uses a new method to predict how mutations in a conserved part of the SARS-CoV-2 spike protein affect antibody binding, showing that resistance mutations could still challenge antibody and vaccine development.

## Contribution

A yeast display deep mutational scanning platform was developed to assess resistance mutations in the S2 domain of SARS-CoV-2.

## Key findings

- Nanobodies C303, G223, G225, and G142 showed reduced binding to resistance mutations in the S2 domain.
- Resistance mutations in conserved S2 domain elements may still hinder monoclonal antibody and vaccine development.
- Experimental confirmation validated predicted effects of mutations on antibody binding.

## Abstract

The rapid evolution of SARS-CoV-2 has led to the erosion of vaccine induced serum neutralization and monoclonal antibody efficacy. As such, interest is inevitably moving towards more conserved regions of the SARS-CoV-2 spike protein like the S2 domain. Resistance mutations continue to be a major obstacle for the development of antivirals and vaccines which target the RBD but what extent these will be a problem for S2 binding antibodies is not known.

We have developed a yeast display deep scanning mutagenesis platform which allows an unbiased prospective assessment of millions of single and double mutations for their effects on antibody binding to the S2 domain.

We have compared the mutational resistance of a panel of five nanobodies mapped to four distinct non-competing epitopes within the conserved fusion peptide, stem helix and heptad repeat 2 elements of the S2 domain. Yeast display deep mutational scanning predicted reduced binding of C303, G223, G225, and G142 to naturally occurring resistance mutations which were experimentally confirmed on SARS-CoV-2 variants.

Our study shows that resistance mutations in conserved elements of the S2 domain may still pose a challenge to the development of monoclonal antibodies and subunit vaccines.

## Linked entities

- **Proteins:** g223 (hypothetical protein), g225 (hypothetical protein), g142 (PAAR motif of membran proteins)
- **Diseases:** SARS-CoV-2 (MONDO:0100096)

## Full-text entities

- **Species:** Saccharomyces cerevisiae (baker's yeast, species) [taxon 4932], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12832929/full.md

## References

66 references — full list in the complete paper: https://tomesphere.com/paper/PMC12832929/full.md

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Source: https://tomesphere.com/paper/PMC12832929