ArticleGenome medicine2021
Comprehensive mapping of binding hot spots of SARS-CoV-2 RBD-specific neutralizing antibodies for tracking immune escape variants.
Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
45 citing papers in PubMed, 70 citations in OpenAlex.
- Antibody Affinity Maturation by Yeast Mating against a Diverse Antigen Library Enhances Antibody Resistance to Viral Mutations.ACS pharmacology & translational science · 2026Article
- Adaptable Covalent Organic Framework-Hydrogel Microneedles for Glucose-Responsive Isoliquiritigenin Delivery in Diabetic Wound Therapy.Advanced healthcare materials · 2026Article
- Article
- Convergent strategies for nanobody-mediated inhibition of an epoxide hydrolase.bioRxiv : the preprint server for biology · 2026Article
- Transcriptomic insights into the immune dynamics of wild-type mice challenged with SARS-CoV-2 Beta variant.Laboratory animal research · 2026Article
- Hl48 modulates argonaute 2 to enhance RNA interference in ticks.Frontiers in cellular and infection microbiology · 2026Article
- Reprogramming the SARS-CoV-1 Neutralizing Antibody S230 to SARS-CoV-2 via Directed Evolution and Molecular Docking-Based Binding Mode Analysis.ACS synthetic biology · 2025Article
- Biliverdin targeting TcdB-DRBD inhibits Clostridioides difficile virulence and restores gut microbiota in Mongolian gerbils (Meriones unguiculatus).Communications biology · 2025Article
- Nanoparticle-supported, rapid, digital quantification of neutralizing antibodies against SARS-CoV-2 variants.Biosensors & bioelectronics · 2025Article
- RESP2: An Uncertainty Aware Multi-Target Multi-Property Optimization AI Pipeline for Antibody Discovery.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Efficient discovery of frequently co-occurring mutations in a sequence database with matrix factorization.PLoS computational biology · 2025Article
- Adaptive evolution of SARS-CoV-2 during a persistent infection for 521 days in an immunocompromised patient.NPJ genomic medicine · 2025Article
- Molecular basis of RNA recombination in the 3'UTR of chikungunya virus genome.Nucleic acids research · 2024Article
- EpiScan: accurate high-throughput mapping of antibody-specific epitopes using sequence information.NPJ systems biology and applications · 2024Article
- The impact of N-glycans on the immune response of plant-produced SARS-CoV-2 RBD-Fc proteins.Biotechnology reports (Amsterdam, Netherlands) · 2024Article
- Co-Mutations and Possible Variation Tendency of the Spike RBD and Membrane Protein in SARS-CoV-2 by Machine Learning.International journal of molecular sciences · 2024Article
- Review
- Rapid isolation of pan-neutralizing antibodies against Omicron variants from convalescent individuals infected with SARS-CoV-2.Frontiers in immunology · 2024Article
- Passive antibody therapy in emerging infectious diseases.Frontiers of medicine · 2023Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundThe receptor-binding domain (RBD) variants of SARS-CoV-2 could impair antibody-mediated neutralization of the virus by host immunity; thus, prospective surveillance of antibody escape mutants and understanding the evolution of RBD are urgently needed.
methodsUsing the single B cell cloning technology, we isolated and characterized 93 RBD-specific antibodies from the memory B cells of four COVID-19 convalescent individuals in the early stage of the pandemic. Then, global RBD alanine scanning with a panel of 19 selected neutralizing antibodies (NAbs), including several broadly reactive NAbs, was performed. Furthermore, we assessed the impact of single natural mutation or co-mutations of concern at key positions of RBD on the neutralization escape and ACE2 binding function by recombinant proteins and pseudoviruses.
resultsThirty-three amino acid positions within four independent antigenic sites (1 to 4) of RBD were identified as valuable indicators of antigenic changes in the RBD. The comprehensive escape mutation map not only confirms the widely circulating strains carrying important immune escape RBD mutations such as K417N, E484K, and L452R, but also facilitates the discovery of new immune escape-enabling mutations such as F486L, N450K, F490S, and R346S. Of note, these escape mutations could not affect the ACE2 binding affinity of RBD, among which L452R even enhanced binding. Furthermore, we showed that RBD co-mutations K417N, E484K, and N501Y present in B.1.351 appear more resistant to NAbs and human convalescent plasma from the early stage of the pandemic, possibly due to an additive effect. Conversely, double mutations E484Q and L452R present in B.1.617.1 variant show partial antibody evasion with no evidence for an additive effect.
conclusionsOur study provides a global view of the determinants for neutralizing antibody recognition, antigenic conservation, and RBD conformation. The in-depth escape maps may have value for prospective surveillance of SARS-CoV-2 immune escape variants. Special attention should be paid to the accumulation of co-mutations at distinct major antigenic sites. Finally, the new broadly reactive NAbs described here represent new potential opportunities for the prevention and treatment of COVID-19.
Indexed as
Identifiers
What OpenQuestion holds
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.