ArticlePloS one2021
Risk of rapid evolutionary escape from biomedical interventions targeting SARS-CoV-2 spike protein.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 2 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
50 citing papers in PubMed, 2 syntheses or guidelines pooled it, 95 citations in OpenAlex.
- The efficacy of tixagevimab/cilgavimab (Evusheld) in prophylaxis and treatment of COVID-19 in immunocompromised patients: a systematic review and meta-analysis.European journal of medical research · 2024Pooled it
- Systematic review and meta-analysis of randomised controlled trials testing the safety and efficacy of convalescent plasma in the treatment of coronavirus disease 2019 (COVID-19): Evidence-base for practise and implications for research.Transfusion medicine (Oxford, England) · 2021Pooled it
- Usambarensine fromACS omega · 2026Article
- Development of a potent monoclonal antibody for treatment of human metapneumovirus infections.Nature communications · 2026Article
- Review
- A single mutation may contribute to accelerated evolution of SARS-CoV-2 toward Omicron.Nature communications · 2025Article
- The Impact of Vaccination Frequency on COVID-19 Public Health Outcomes: A Model-Based Analysis.Vaccines · 2025Article
- SARS-CoV-2 drug resistance and therapeutic approaches.Heliyon · 2025Review
- Article
- Analysis of SARS-CoV-2 genome evolutionary patterns.Microbiology spectrum · 2024Article
- Identification of a druggable site on GRP78 at the GRP78-SARS-CoV-2 interface and virtual screening of compounds to disrupt that interface.Journal of computer-aided molecular design · 2024Article
- Article
- Vaccines Alone Cannot Slow the Evolution of SARS-CoV-2.Vaccines · 2023Article
- Heterogeneity in Vaccinal Immunity to SARS-CoV-2 Can Be Addressed by a Personalized Booster Strategy.Vaccines · 2023Article
- Global landscape of SARS-CoV-2 mutations and conserved regions.Journal of translational medicine · 2023Article
- Omicron mutations increase interdomain interactions and reduce epitope exposure in the SARS-CoV-2 spike.iScience · 2023Article
- On a model-based approach to improve intranasal spray targeting for respiratory viral infections.Frontiers in drug delivery · 2023Article
- Antibody escape, the risk of serotype formation, and rapid immune waning: Modeling the implications of SARS-CoV-2 immune evasion.PloS one · 2023Article
- Adaptation-proof SARS-CoV-2 vaccine design.Advanced functional materials · 2022Article
- Review
Corrections and comments
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The spike protein receptor-binding domain (RBD) of SARS-CoV-2 is the molecular target for many vaccines and antibody-based prophylactics aimed at bringing COVID-19 under control. Such a narrow molecular focus raises the specter of viral immune evasion as a potential failure mode for these biomedical interventions. With the emergence of new strains of SARS-CoV-2 with altered transmissibility and immune evasion potential, a critical question is this: how easily can the virus escape neutralizing antibodies (nAbs) targeting the spike RBD? To answer this question, we combined an analysis of the RBD structure-function with an evolutionary modeling framework. Our structure-function analysis revealed that epitopes for RBD-targeting nAbs overlap one another substantially and can be evaded by escape mutants with ACE2 affinities comparable to the wild type, that are observed in sequence surveillance data and infect cells in vitro. This suggests that the fitness cost of nAb-evading mutations is low. We then used evolutionary modeling to predict the frequency of immune escape before and after the widespread presence of nAbs due to vaccines, passive immunization or natural immunity. Our modeling suggests that SARS-CoV-2 mutants with one or two mildly deleterious mutations are expected to exist in high numbers due to neutral genetic variation, and consequently resistance to vaccines or other prophylactics that rely on one or two antibodies for protection can develop quickly -and repeatedly- under positive selection. Predicted resistance timelines are comparable to those of the decay kinetics of nAbs raised against vaccinal or natural antigens, raising a second potential mechanism for loss of immunity in the population. Strategies for viral elimination should therefore be diversified across molecular targets and therapeutic modalities.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.