bioRxivMicrobiologyPreprint
Deep mutational scanning of whole SARS-CoV-2 spike in an inverted infection system
S. Taminishi, S. Li, Y. Higuchi, Y. Kirita, D. Motooka, Y. Ozaki, T. Arimori, N. Ikemura, Y. Ito, S. Matoba, T. Okamoto, J. Takagi, D. M. Standley, A. Hoshino
Abstract
In order to investigate SARS-CoV-2 mutations and their impact on immune evasion and infectivity, we developed a Deep Mutational Scanning (DMS) platform utilizing an inverted infection assay to measure spike expression, ACE2 affinity, and viral infectivity in human cells. Surprisingly, our analysis reveals that spike protein expression, rather than ACE2 affinity, is the primary factor affecting viral infectivity and correlated with SARS-CoV-2 evolution. Notably, within the N-terminal domain (NTD), spike expression and infectivity-enhancing mutations are concentrated in flexible loops. We also observed that Omicron variants BA.1 and BA.2 exhibit immune evasion through receptor binding domain (RBD) mutations, although these mutations reduce structural stability. Interestingly, the NTD has evolved to increase stability, compensating for the RBD instability and resulting in heightened overall infectivity. Our findings, available in SpikeScanDB, emphasize the importance of spike expression levels and compensatory mutations in both the NTD and RBD domains for shaping Omicron variant infectivity.
- organism: human
- assay: proteomics
- research focus: variant effect prediction
- research focus: protein folding & dynamics
- research focus: host-pathogen & immune response
- approach: deep learning
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Computational analysis of the effect of SARS-CoV-2 variant Omicron Spike protein mutations on dynamics, ACE2 binding and propensity for immune escape
N. Teruel, M. Crown, … R. Najmanovich·bioRxiv·Dec 14, 2021
- Determinants of Spike Infectivity, Processing and Neutralization in SARS-CoV-2 Omicron subvariants BA.1 and BA.2
C. Pastorio, F. Zech, … F. Kirchhoff·bioRxiv·Apr 13, 2022
- Nonself Mutations in the Spike Protein Suggest an Increase in the Antigenicity and a Decrease in the Virulence of the Omicron Variant of SARS-CoV-2
J. M. Otaki, W. Nakasone, M. Nakamura·bioRxiv·Dec 30, 2021
- The high infectivity of the SARS-CoV-2 Omicron variant is associated with an exclusive S477N spike receptor-binding domain mutation
Jadson C. Santos, Elvira Regina Tamarozzi, … Geraldo Aleixo Silva Passos·bioRxiv·Sep 11, 2023
- Analyzing the interaction of human ACE2 and RBD of spike protein of SARS-CoV-2 in perspective of Omicron variant
Arijit Samanta, Syed Sahajada Mahafujul Alam, … Mehboob Hoque·bioRxiv·Dec 23, 2021
- Antibody escape and cryptic cross-domain stabilization in the SARS CoV-2 Omicron spike protein
K. Javanmardi, T. H. Segall-Shapiro, … J. D. Gollihar·bioRxiv·Apr 18, 2022