Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
Open accessPublished version of a preprint
Abstract
The COVID-19 pandemic has had widespread effects across the globe, and its causative agent, SARS-CoV-2, continues to spread. Effective interventions need to be developed to end this pandemic. Single and combination therapies with monoclonal antibodies have received emergency use authorization 1-3, and more treatments are under development 4-7. Furthermore, multiple vaccine constructs have shown promise 8, including two that have an approximately 95% protective efficacy against COVID-19 9,10. However, these interventions were directed against the initial SARS-CoV-2 virus that emerged in 2019. The recent detection of SARS-CoV-2 variants B.1.1.7 in the UK 11 and B.1.351 in South Africa 12 is of concern because of their purported ease of transmission and extensive mutations in the spike protein. Here we show that B.1.1.7 is refractory to neutralization by most monoclonal antibodies against the N-terminal domain of the spike protein and is relatively resistant to a few monoclonal antibodies against the receptor-binding domain. It is not more resistant to plasma from individuals who have recovered from COVID-19 or sera from individuals who have been vaccinated against SARS-CoV-2. The B.1.351 variant is not only refractory to neutralization by most monoclonal antibodies against the N-terminal domain but also by multiple individual monoclonal antibodies against the receptor-binding motif of the receptor-binding domain, which is mostly due to a mutation causing an E484K substitution. Moreover, compared to wild-type SARS-CoV-2, B.1.351 is markedly more resistant to neutralization by convalescent plasma (9.4-fold) and sera from individuals who have been vaccinated (10.3-12.4-fold). B.1.351 and emergent variants 13,14 with similar mutations in the spike protein present new challenges for monoclonal antibody therapies and threaten the protective efficacy of current vaccines.
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- Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.1.7 is relatively resistant to a few monoclonal antibodies directed at the receptor-binding domain.
“Here we show that B.1.1.7 is refractory to neutralization by most monoclonal antibodies against the N-terminal domain of the spike protein and is relatively resistant to a few monoclonal antibodies against the receptor-binding domain.”
Quote in the paperSubstantial claim - Findingown data
The complete loss of activity of 2-15, LY-CoV555 and C121 against B.1.351 is mediated by the E484K substitution.
“351 is mediated by the E484K substitution; the complete loss of activity of 910-30 is mediated by the K417N substitution; and the marked reduction in activity of REGN10933 is mediated by K417N and E484K, as has previously been reported 28 .”
Quote in the paperSubstantial claim - Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.1.7 is refractory to neutralization by most monoclonal antibodies directed at the spike N-terminal domain.
“Here we show that B.1.1.7 is refractory to neutralization by most monoclonal antibodies against the N-terminal domain of the spike protein and is relatively resistant to a few monoclonal antibodies against the receptor-binding domain.”
Quote in the paperSubstantial claim - Findingown data
Both B.1.1.7 and B.1.351 are markedly resistant to neutralization by NTD-supersite antibodies 5-24, 4-8 and 4A8.
“Both B.1.1.7 and B.1.351are markedly resistant to neutralization by antibodies 5-24 and 4-8 20 , as well as by 4A8 29 , all of which target the antigenic supersite in the NTD 18 (Fig. 2b).”
Quote in the paperSubstantial claim - Findingown data
Against authentic B.1.351, the neutralizing activities of 910-30, 2-15, LY-CoV555, C121 and REGN10933 were completely or markedly abolished.
“For neutralization of B.1.351,however, the activities of 910-30, 2-15 20 , LY-CoV555 (bamlanivimab) 1,23 , C121 24 and REGN10933 (casirivimab) 2 are completely or markedly abolished.”
Quote in the paperSubstantial claim
- Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.351 is refractory to neutralization by multiple individual monoclonal antibodies against the receptor-binding motif of the RBD.
“The B.1.351variant is not only refractory to neutralization by most monoclonal antibodies against the N-terminal domain but also by multiple individual monoclonal antibodies against the receptor-binding motif of the receptor-binding domain, which is mostly due to a mutation causing an E484K”
Quote in the paperSubstantial claim - Findingown data
The resistance of B.1.351 to NTD-directed monoclonal antibodies is largely conferred by Δ242-Δ244 and/or R246I.
“We found that the resistance of B.1.1.7 to most NTD-directed monoclonal antibodies is largely conferred by ΔY144, whereas the resistance of B.1.351 is largely conferred by Δ242-Δ244 and/or R246I.”
Quote in the paperSubstantial claim - Findingown data
CB6 is inactive against B.1.351 because of the K417N substitution.
“The activity of CB6 is rendered inactive against B.1.351because of the K417N substitution.”
Quote in the paperSubstantial claim - Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.351 is markedly more resistant than wild-type SARS-CoV-2 to neutralization by convalescent plasma, by 9.4-fold.
“Moreover, compared to wild-type SARS-CoV-2, B.1.351 is markedly more resistant to neutralization by convalescent plasma (9.4-fold) and sera from individuals who have been vaccinated (10.3-12.4-fold).”
Quote in the paperSubstantial claim - Findingown data
The resistance of B.1.1.7 to most NTD-directed monoclonal antibodies is largely conferred by ΔY144.
“We found that the resistance of B.1.1.7 to most NTD-directed monoclonal antibodies is largely conferred by ΔY144, whereas the resistance of B.1.351 is largely conferred by Δ242-Δ244 and/or R246I.”
Quote in the paperSubstantial claim - Findingown data
Among 12 RBD monoclonal antibodies tested against authentic B.1.1.7, only 910-30 and S309 showed substantially impaired neutralizing activity.
“For neutralization of B.1.1.7,only the activities of 910-30 22 and S309 5 are substantially impaired.”
Quote in the paperSubstantial claim - Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.351 is markedly more resistant than wild-type SARS-CoV-2 to neutralization by vaccinee sera, by 10.3-12.4-fold.
“Moreover, compared to wild-type SARS-CoV-2, B.1.351 is markedly more resistant to neutralization by convalescent plasma (9.4-fold) and sera from individuals who have been vaccinated (10.3-12.4-fold).”
Quote in the paperSubstantial claim - Findingown data
Monoclonal antibodies binding lower inner-side or outer-side RBD epitopes, including 2-7, REGN10987 and C135, retained activity against B.1.351.
“Monoclonal antibodies directed to lower aspects of the inner side (2-36 20 and COVA1-16 25,26 ) or to the 'outer side' retain their activities against B.1.351,including 2-7 20,27 , REGN10987 (imdevimab) 2 , C135 24”
Quote in the paperSubstantial claim - Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.351 is refractory to neutralization by most N-terminal-domain-directed monoclonal antibodies.
“The B.1.351variant is not only refractory to neutralization by most monoclonal antibodies against the N-terminal domain but also by multiple individual monoclonal antibodies against the receptor-binding motif of the receptor-binding domain, which is mostly due to a mutation causing an E484K”
Quote in the paperSubstantial claim - Findingown data
LY-CoV555, alone or combined with CB6, can no longer neutralize B.1.351.
“LY-CoV555, alone or in combination with CB6, is no longer able to neutralize B.1.351.”
Quote in the paperSubstantial claim - Findingcitation
Amino acid residues 144, 242-244 and 246 all lie within the NTD supersite.
“Amino acid residues 144, 242-244 and 246 all fall within the NTD supersite 18,19 (Fig. 2b; details are shown in Extended Data Fig. 4b).”
Quote in the paperSubstantial claim - Findingown data
The activities of NTD antibodies 2-17, 4-19 and 5-7 are variably impaired, especially against B.1.351.
“The activities of 2-17, 4-19 and 5-7 20 Article are variably impaired, particularly against B.1.351.”
Quote in the paperSubstantial claim - Findingown data
The complete loss of activity of 910-30 against B.1.351 is mediated by the K417N substitution.
“351 is mediated by the E484K substitution; the complete loss of activity of 910-30 is mediated by the K417N substitution; and the marked reduction in activity of REGN10933 is mediated by K417N and E484K, as has previously been reported 28 .”
Quote in the paperSubstantial claim - Findingown data
Brii-196 and COV2-2130 are essentially unaffected by B.1.1.7 and B.1.351.
“Brii-196 and COV2-2130 are essentially unaffected by the new variants; the activities of Brii-198 and COV2-2196 are diminished by 14.6-fold and 6.3-fold, respectively, against B.1.351but not against B.1.1.7.”
Quote in the paperSubstantial claim - Findingcitation
The marked reduction in REGN10933 activity against B.1.351 is mediated by K417N and E484K.
“351 is mediated by the E484K substitution; the complete loss of activity of 910-30 is mediated by the K417N substitution; and the marked reduction in activity of REGN10933 is mediated by K417N and E484K, as has previously been reported 28 .”
Quote in the paperSubstantial claim - Findingown data
Every vaccinee serum sample lost neutralizing activity against B.1.351.
“Figure 4a shows no loss of neutralizing activity against B.1.1.7,whereas every sample lost activity against B.1.351.”
Quote in the paperSubstantial claim - Findingown data
Vaccinee sera showed no loss of neutralizing activity against B.1.1.7.
“Figure 4a shows no loss of neutralizing activity against B.1.1.7,whereas every sample lost activity against B.1.351.”
Quote in the paperSubstantial claim - Findingown data
Only plasma samples P7, P10, P18 and P20 retained neutralizing activity similar to that against wild-type virus.
“Only plasma from P7, P10, P18 and P20 retain neutralizing activities similar to those against the wild-type virus.”
Quote in the paperSubstantial claim - Findingcitation
The loss of plasma neutralizing activity against B.1.351 can be largely attributed to the E484K substitution.
“The loss of plasma neutralizing activity against B.1.351could be largely attributed to the E484K substitution (Fig. 3b), which has been shown to attenuate the neutralizing activity of convalescent sera 30 .”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30] Greaney, A. J. et al. Comprehensive mapping of mutations to the SARS-CoV-2 receptor-binding domain that affect recognition by polyclonal human serum antibodies. Cell Host Microbe https://doi.org/10.1016/j.chom.2021.02.003 (2021). source
Not checked in the free run.
- Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
B.1.1.7 is not more resistant than wild-type to neutralization by convalescent plasma or vaccinee sera.
“It is not more resistant to plasma from individuals who have recovered from COVID-19 or sera from individuals who have been vaccinated against SARS-CoV-2.”
Quote in the paperSubstantial claim - Findingown data§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7
The resistance of B.1.351 to receptor-binding-motif monoclonal antibodies is mostly caused by the E484K substitution.
“The B.1.351variant is not only refractory to neutralization by most monoclonal antibodies against the N-terminal domain but also by multiple individual monoclonal antibodies against the receptor-binding motif of the receptor-binding domain, which is mostly due to a mutation causing an E484K”
Quote in the paperSubstantial claim - Findingown data
A major contributor to vaccinee sera resistance to B.1.351 appears to be the E484K substitution.
“A major contributor to the resistance to neutralization of this variant virus appears to be the E484K substitution (Fig. 4b)”
Quote in the paperSubstantial claim - Findingown data
The loss of neutralizing activity against B.1.351Δ9 is largely consistent with the loss against live B.1.351 virus.
“The loss of neutralizing activity against B.1.351Δ9 is largely consistent with the loss in neutralization of the B.1.351live virus.”
Quote in the paperSubstantial claim - Findingown data
No single mutation present in B.1.1.7 appreciably affected the neutralizing activity of sera from vaccinated individuals.
“No single mutation in B.1.1.7 had an appreciable effect on the neutralizing activity of sera from vaccinated individuals.”
Quote in the paperSubstantial claim - Findingown data
No single mutation in B.1.1.7 had an appreciable effect on the neutralizing activity of vaccinee sera.
“No single mutation in B.1.1.7 had an appreciable effect on the neutralizing activity of sera from vaccinated individuals.”
Quote in the paperSubstantial claim - Findingown data
Neutralization of B.1.351 by sera from vaccinated individuals was significantly lower than against wild-type virus, by 12.4-fold for the Moderna vaccine and 10.3-fold for the Pfizer vaccine.
“Overall, the neutralizing activity against B.1.1.7 was essentially unchanged, but significantly lower against B.1.351(12.4-fold for the Moderna vaccine; 10.3-fold for the Pfizer vaccine).”
Quote in the paperSubstantial claim - Findingown data
The loss of neutralizing activity against the B.1.351Δ9 pseudovirus is largely consistent with the loss of neutralization of the B.1.351 live virus.
“The loss of neutralizing activity against B.1.351Δ9 is largely consistent with the loss in neutralization of the B.1.351live virus.”
Quote in the paperNot a substantial claim - Findingown data
Several other monoclonal antibodies in development are similarly impaired against B.1.351.
“Several other monoclonal antibodies in development are similarly impaired (Fig. 2a, c and Extended Data Fig. 5b) against this variant.”
Quote in the paperSubstantial claim - Findingown data
B.1.351 is more resistant than wild-type virus to neutralization by convalescent plasma from patients.
“B.1.351 is more resistant to neutralization by convalescent plasma from patients.”
Quote in the paperSubstantial claim - Findingown data
Neutralization of B.1.1.7 by sera from vaccinated individuals was essentially unchanged relative to wild-type virus.
“Overall, the neutralizing activity against B.1.1.7 was essentially unchanged, but significantly lower against B.1.351(12.4-fold for the Moderna vaccine; 10.3-fold for the Pfizer vaccine).”
Quote in the paperSubstantial claim - Findingown data
B.1.351 is more resistant than wild-type virus to neutralization by sera from individuals vaccinated with the Moderna or Pfizer vaccine.
“B.1.351 is more resistant to neutralization by sera from individuals vaccinated with the Moderna or Pfizer vaccine.”
Quote in the paperSubstantial claim - Findingcitation
The 10.3-12.4-fold loss of activity against B.1.351 is larger than reported results using mutant pseudoviruses.
“On the other hand, the loss in activity by 10.3-12.4-foldagainst B.1.351 is larger than results that were reported using mutant pseudoviruses 34,42,43 .”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [34] Wu, K. et al. mRNA-1273 vaccine induces neutralizing antibodies against spike mutants from global SARS-CoV-2 variants. Preprint at https://doi.org/10.1101/2021.01.25.427948 (2021). source
Not checked in the free run.
- cites [42] Wang, Z. et al. mRNA vaccine-elicited antibodies to SARS-CoV-2 and circulating variants. Nature https://doi.org/10.1038/s41586-021-03324-6 (2021). source
Not checked in the free run.
- cites [43] Tada, T. et al. Neutralization of viruses with European, South African, and United States SARS-CoV-2 variant spike proteins by convalescent sera and BNT162b2 mRNA vaccine-elicited antibodies. Preprint at https://doi.org/10.1101/2021.02.05.430003 (2021). source
Not checked in the free run.
- Interpretationreasoning
The E484K mutation in the RBM lies in an immunodominant epitope for most individuals infected with SARS-CoV-2.
“Our findings here suggests that this mutation in the RBM is situated in an immunodominant epitope for most individuals infected with SARS-CoV-2.”
Quote in the paperSubstantial claim - Premisecitation
P.1 carries K417T, E484K and N501Y at the same RBD residues as B.1.351.
“P.1 contains three substitutions (K417T, E484K and N501Y) at the same RBD residues as B.1.351.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [13] Faria, N. R. et al. Genomic characterisation of an emergent SARS-CoV-2 lineage in Manaus: preliminary findings. Preprint at https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586 (2021).
Not checked in the free run.
- cites [14] Naveca, F. et al. Phylogenetic relationship of SARS-CoV-2 sequences from Amazonas with emerging Brazilian variants harboring mutations E484K and N501Y in the spike protein. Preprint at https://virological.org/t/phylogenetic-relationship-of-sars-cov-2-sequences-from-amazonas-with-emerging-brazilian-variants-harboring-mutations-e484k-and-n501y-in-the-spike-protein/585 (2021).
Not checked in the free run.
- Premisecitation
The Novavax and Johnson & Johnson vaccines showed a substantial drop in efficacy in South Africa.
“both the Novavax and Johnson & Johnson vaccines showed a substantial drop in efficacy in South Africa 37,38”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [37] Wadman, M. & Cohen, J. Novavax vaccine delivers 89% efficacy against COVID-19 in U.K.—but is less potent in South Africa. Science https://doi.org/10.1126/science.abg8101 (2021). source
Not checked in the free run.
- cites [38] Callaway, E. & Mallapaty, S. Novavax offers first evidence that COVID vaccines protect people against variants. Nature 590, 17 (2021). source
Not checked in the free run.
- Interpretationown data
The E484K mutation in the RBM lies in an immunodominant epitope recognized by all vaccinee sera studied.
“indicating that this mutation in the RBM is situated in an immunodominant epitope recognized by all sera from the vaccinated individuals studied.”
Quote in the paperSubstantial claim - Interpretationreasoning
The virus is mutating in a direction that could ultimately allow escape from current spike-directed therapeutic and prophylactic interventions.
“Mutationally, this virus is going in a direction that could ultimately lead to escape from our current therapeutic and prophylactic interventions that are directed against the viral spike protein.”
Quote in the paperSubstantial claim - Interpretationown data
The recent emergence of B.1.1.7, B.1.351 and P.1 marks the beginning of SARS-CoV-2 antigenic drift.
“The recent emergence of B.1.1.7,B.1.351and P.1 marks the beginning of SARS-CoV-2 antigenic drift.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [44] Kemp, S. A. et al. SARS-CoV-2 evolution during treatment of chronic infection. Nature https://doi.org/10.1038/s41586-021-03291-y (2021). source
Not checked in the free run.
- cites [45] McCarthy, K. R. et al. Recurrent deletions in the SARS-CoV-2 spike glycoprotein drive antibody escape. Science https://doi.org/10.1126/science.abf6950 (2021). source
Not checked in the free run.
- cites [46] Choi, B. et al. Persistence and evolution of SARS-CoV-2 in an immunocompromised host. N. Engl. J. Med. 383, 2291–2293 (2020). source
Not checked in the free run.
- Interpretationreasoning
The E484K mutation in the receptor-binding motif lies in an immunodominant epitope that is recognized by all sera from the vaccinated individuals studied.
“indicating that this mutation in the RBM is situated in an immunodominant epitope recognized by all sera from the vaccinated individuals studied.”
Quote in the paperSubstantial claim - Study design and conductcitation
All SARS-CoV-2 spike antigen-specific monoclonal antibodies used were validated by binding to SARS-CoV-2 spike and neutralizing SARS-CoV-2 pseudovirus in previous publications.
“All of the SARS-CoV2 spike antigen-specific monoclonal antibodies have been validated by binding to SARS-CoV-2 spike and neutralizing SARS-CoV-2 pseudovirus in previous publications cited in this paper.”
Quote in the paperSubstantial claim - Interpretationreasoning
Much of the findings on B.1.351 would probably also apply to P.1.
“Much of our findings on B.1.351would probably be similar for this emergent variant.”
Quote in the paperNot a substantial claim - Interpretationnone given
E484 forms hydrogen bonds with monoclonal antibodies that target the receptor-binding motif.
“E484 forms hydrogen bonds with monoclonal antibodies that target the RBM.”
Quote in the paperSubstantial claim - Interpretationown data
The E484K substitution appears to be a major contributor to the resistance of B.1.351 to neutralization.
“A major contributor to the resistance to neutralization of this variant virus appears to be the E484K substitution (Fig.4b)”
Quote in the paperSubstantial claim
- May combine two claims. 12
- Classified as probably not a substantial claim. 12
May combine two claims.
Findingown dataEight plasma samples showed more than 2.5-fold decreased neutralizing activity against B.1.1.7Δ8, unlike the results for B.1.1.7.
“Eight samples show a decrease of more than 2.5-fold in neutralizing activity against B.1.1.7Δ8,in contrast to the results for neutralization of B.1.1.7.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMost convalescent plasma samples (16 of 20) lost more than 2.5-fold neutralizing activity against B.1.351 while retaining activity against B.1.1.7.
“Figure 3a shows that most (16 out of 20) plasma samples lost more than 2.5-fold neutralizing activity against B.1.351,while maintaining activity against B.1.1.7.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBrii-198 and COV2-2196 activities are diminished by 14.6-fold and 6.3-fold, respectively, against B.1.351 but not against B.1.1.7.
“Brii-196 and COV2-2130 are essentially unaffected by the new variants; the activities of Brii-198 and COV2-2196 are diminished by 14.6-fold and 6.3-fold, respectively, against B.1.351but not against B.1.1.7.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataS309 and the Brii-196 plus Brii-198 combination are not significantly impaired, but their potencies are noticeably lower.
“Although S309 and the combination of Brii-196 and Brii-198 are not significantly impaired, their potencies are noticeably lower”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataREGN10933 plus REGN10987 and COV2-2196 plus COV2-2130 appear unaffected against variant pseudoviruses but show noticeable activity decreases against authentic B.1.351.
“Although REGN10933 and REGN10987 and COV2-2196 and COV2-2130 are seemingly unaffected against variant pseudoviruses, there are noticeable decreases in their activity against the B.1.351authentic virus.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationcitation§ Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7B.1.351 and emergent variants carrying similar spike mutations create new difficulties for monoclonal antibody therapies and endanger the protective efficacy of current vaccines.
“B.1.351and emergent variants 13,14 with similar mutations in the spike protein present new challenges for monoclonal antibody therapies and threaten the protective efficacy of current vaccines.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [13] Faria, N. R. et al. Genomic characterisation of an emergent SARS-CoV-2 lineage in Manaus: preliminary findings. Preprint at https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586 (2021).
Not checked in the free run.
- cites [14] Naveca, F. et al. Phylogenetic relationship of SARS-CoV-2 sequences from Amazonas with emerging Brazilian variants harboring mutations E484K and N501Y in the spike protein. Preprint at https://virological.org/t/phylogenetic-relationship-of-sars-cov-2-sequences-from-amazonas-with-emerging-brazilian-variants-harboring-mutations-e484k-and-n501y-in-the-spike-protein/585 (2021).
Not checked in the free run.
- Rests on an assumption: In vitro neutralization by monoclonal antibodies predicts clinical therapeutic efficacy.
- Rests on an assumption: In vitro neutralization by vaccinee sera predicts vaccine protective efficacy.
Classified as probably not a substantial claim.
Study design and conductcitationPseudovirus neutralization does not always faithfully reproduce live-virus neutralization.
“These discrepant results highlight a previous observation 20 that pseudovirus neutralization does not always faithfully”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Liu, L. et al. Potent neutralizing antibodies against multiple epitopes on SARS-CoV-2 spike. Nature 584, 450–456 (2020). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll cell lines used were obtained from authenticated vendors.
“All cell lines were obtained from authenticated vendors.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe study protocol was approved by the CUIMC Institutional Review Board and all participants provided written informed consent.
“The study protocol was approved by the CUIMC Institutional Review Board (IRB) and all participants provided written informed consent.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo statistical methods were used to predetermine the sample size.
“No statistical methods were used to predetermine sample size.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataCell viability was measured and found to be greater than 90%.
“Viability was measured and found to be >90%.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe experiments were not randomized and the investigators were not blinded to allocation during experiments and outcome assessment.
“The experiments were not randomized and the investigators were not blinded to allocation during experiments and outcome assessment.”
- Also stated in: § Additional information · plain
“Randomization is not relevant as this is an observational study.”
- Also stated in: § Additional information · plain
“The investigators were not blinded as this is an observational study.”
Quote in the paperNot a substantial claim- Also stated in: § Additional information · plain
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningIf widespread virus spread continues and more critical mutations accumulate, we may have to continually chase evolving SARS-CoV-2, as with influenza virus.
“If the rampant spread of the virus continues and more critical mutations accumulate, then we may be condemned to chasing after the evolving SARS-CoV-2 continually, as we have long done for influenza virus.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe cell lines tested negative for mycoplasma contamination.
“Mycoplasma is negative (Detected mycoplasma contamination using Mycoplasma PCR ELISA ,Sigma,catalog number is 11663925910)”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataNeutralizing activity of vaccinee sera against B.1.1.7 is largely intact, and no adverse effects on current vaccines are expected.
“As for the ramifications of our findings for the protective efficacy of current SARS-CoV-2 vaccines, the neutralizing activity of sera from vaccinated individuals against B.1.1.7 is largely intact and no adverse effects on current vaccines are expected (Fig. 4c), consistent with conclusions that were reached by other studies 34,40,41 .”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [34] Wu, K. et al. mRNA-1273 vaccine induces neutralizing antibodies against spike mutants from global SARS-CoV-2 variants. Preprint at https://doi.org/10.1101/2021.01.25.427948 (2021). source
Not checked in the free run.
- cites [40] Collier, D. et al. SARS-CoV-2 B.1.1.7 sensitivity to mRNA vaccine-elicited, convalescent and monoclonal antibodies. Preprint at https://doi.org/10.1101/2021.01.19.21249840 (2021). source
Not checked in the free run.
- cites [41] Muik, A. et al. Neutralization of SARS-CoV-2 lineage B.1.1.7 pseudovirus by BNT162b2 vaccine-elicited human sera. Science https://doi.org/10.1126/science.abg6105 (2021). source
Not checked in the free run.
- Rests on an assumption: In vitro neutralization by vaccinee sera predicts vaccine protective efficacy.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenStudies that were repeated are noted in figure captions and include all studies that demonstrated the key results reported in the manuscript.
“Studies that were repeated are noted in figure captions and include all studies that demonstrated the key results reported in the manuscript.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo data were excluded from the analysis.
“No data were excluded from the analysis”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningE484K causes steric clashes and a charge change at antibody-binding sites, and thereby abolishes binding by RBM-directed monoclonal antibodies.
“E484K causes not only steric clashes but also a charge change at antibody-binding sites, and thus abolishes binding by these RBM-directed monoclonal antibodies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenCytopathogenic effects of viral infection were visually scored for each well in a blinded manner by two independent observers.
“Cytopathogenic effects of viral infection were visually scored for each well in a blinded manner by two independent observers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Study design and conductnone givenThe sample size is appropriate within technical capability to compare the difference between groups.
“The sample size is appropriate within technical capability to compare the difference between groups”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataEighteen mutant pseudoviruses were made as previously described, and each had a robust titre adequate for neutralization studies.
“A total of 18 mutant pseudoviruses were made as previously described 20,21 , and each was found to have a robust titre (Extended Data Fig. 1c) that was adequate for neutralization studies.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [20] Liu, L. et al. Potent neutralizing antibodies against multiple epitopes on SARS-CoV-2 spike. Nature 584, 450–456 (2020). source
Not checked in the free run.
- cites [21] Wang, P. et al. SARS-CoV-2 neutralizing antibody responses are more robust in patients with severe disease. Emerg. Microbes Infect. 9, 2091–2093 (2020). source
Not checked in the free run.
The paper relies on this without support.
In vitro neutralization by monoclonal antibodies predicts clinical therapeutic efficacy.
“These findings suggest that antibody treatment of this virus might need to be modified in localities in which B.1.351and related variants 13,14 are prevalent”
“Decisions on the use of these monoclonal antibodies will depend heavily on the local prevalence of B.1.351or variants with an E484K substitution”
The paper relies on this without support.
In vitro neutralization by vaccinee sera predicts vaccine protective efficacy.
“the neutralizing activity of sera from vaccinated individuals against B.1.1.7 is largely intact and no adverse effects on current vaccines are expected”
“threaten the protective efficacy of current vaccines”
The paper relies on this without support.
Reduced neutralization of a variant by antibodies in vitro reflects reduced antibody-mediated protection against that variant in vivo.
“Overall, the neutralizing activity against B.1.1.7 was essentially unchanged, but significantly lower against B.1.351(12.4-fold for the Moderna vaccine; 10.3-fold for the Pfizer vaccine).”
The paper relies on this without support.
The convalescent plasma samples and vaccinee sera studied are representative of convalescent patients and of vaccine recipients generally.
“B.1.351 is more resistant to neutralization by convalescent plasma from patients.”
“B.1.351 is more resistant to neutralization by sera from individuals vaccinated with the Moderna or Pfizer vaccine.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Bamlanivimab and etesivimab did not neutralize the Beta variant.
“As previously reported, bamlanivimab and etesivimab did not neutralize the Beta variant 21 .”
From Reduced sensitivity of SARS-CoV-2 variant Delta to antibody neutralization (2021) · cites this paper as [21]
Several of the RBD mutations directly affect ACE2 receptor-binding affinity, which may affect infectivity, viral load, or transmissibility.
“Several of the RBD mutations directly affect angiotensin-converting enzyme 2 (ACE2) receptor-binding affinity, which may affect infectivity, viral load, or transmissibility.11, 12, 13, 14”
From Impact of SARS-CoV-2 variants on the total CD4+ and CD8+ T cell reactivity in infected or vaccinated individuals (2021) · cites this paper as [14]
Vaccine efficacy against B.1.1.7 is maintained.
“Conversely, vaccine efficacy against B.1.1.7 is maintained (Wang et al., 2021; Emary et al., 2021; Supasa et al., 2021).”
From Reduced neutralization of SARS-CoV-2 B.1.617 by vaccine and convalescent serum (2021) · cites this paper as Wang et al., 2021
The Moderna mRNA-1273 vaccine induces neutralizing antibodies to SARS-CoV-2 variants with a five- to ten-fold reduction in efficacy against B.1.351 S protein compared with pseudovirus bearing D614G.
“The Moderna mRNA-1273 vaccine also induces neutralizing antibodies to SARS-CoV-2 variants with, however, a five-to ten-fold reduction in efficacy against the B.1.351S protein, when compared to pseudovirus bearing the D614G mutation 27,28 .”
From Sensitivity of infectious SARS-CoV-2 B.1.1.7 and B.1.351 variants to neutralizing antibodies (2021) · cites this paper as [27]
Pfizer Cominarty vaccine-elicited human sera neutralize SARS-CoV-2 lineage B.1.1.7 pseudovirus, with slightly reduced titers in some vaccinees compared with the Wuhan reference strain.
“The Pfizer Cominarty (also termed BNT162b2) vaccine-elicited human sera neutralizes SARS-CoV-2 lineage B.1.1.7 pseudovirus, with slightly reduced titers in some vaccinees, when compared to the Wuhan reference strain 26,27 .”
From Sensitivity of infectious SARS-CoV-2 B.1.1.7 and B.1.351 variants to neutralizing antibodies (2021) · cites this paper as [27]
The Alpha variant is susceptible to neutralization by most neutralizing mAbs as well as by most plasma samples from previously infected persons.
“The Alpha variant is susceptible to neutralization by most neutralizing mAbs as well as by most plasma samples from previously infected persons 97,102,121,149,159,[203][204][205][206] (fIg.5).”
From The biological and clinical significance of emerging SARS-CoV-2 variants (2021) · cites this paper as [121]
E484K has resulted in 3-fold to 10-fold reduced susceptibility to about 30% and >10-fold reduced susceptibility to about 10% of convalescent plasma samples.
“E484K has resulted in 3-fold to 10-fold reduced susceptibility to about 30% and >10-fold reduced susceptibility to about 10% of convalescent plasma samples”
From The biological and clinical significance of emerging SARS-CoV-2 variants (2021) · cites this paper as [121]
The Alpha variant has displayed 3-fold to 10-fold reduced susceptibility to approximately 15% of plasma samples from recipients of an authorized mRNA vaccine.
“The Alpha variant has displayed 3-fold to 10-fold reduced susceptibility to approximately 15% of plasma samples from recipients of an authorized mRNA vaccine 97,102,121,148,149,152,159,204,208,209 .”
From The biological and clinical significance of emerging SARS-CoV-2 variants (2021) · cites this paper as [121]
The Beta variant is associated with reduced susceptibility to many mAbs because E484K interferes with binding of several RBM class 1 and 2 mAbs and K417N interferes with the binding of several RBM class 1 mAbs.
“The Beta variant is associated with reduced susceptibility to many mAbs because E484K interferes with binding of several RBM class 1 and 2 mAbs and K417N interferes with the binding of several RBM class 1 mAbs 104,117,121,163,217 .”
From The biological and clinical significance of emerging SARS-CoV-2 variants (2021) · cites this paper as [121]
B.1.351 was the most resistant to neutralization by convalescent or vaccinee sera, with 6- to 15-fold less neutralization activity for sera from individuals immunized with vaccines based on the WA1 strain.
“In multiple studies, B.1.351 was the most resistant to neutralization by convalescent or vaccinee sera, with 6- to 15-fold less neutralization activity for sera from individuals immunized with vaccines based on the virus strain first described in January 2020 (Wuhan-Hu-1, spike also called WA1) (2–9).”
From Durability of mRNA-1273 vaccine–induced antibodies against SARS-CoV-2 variants (2021) · cites this paper as [5]
Most prior studies evaluated sera from vaccinated individuals soon after the first or second dose and had limited data on the durability of such responses.
“Most of these prior studies have evaluated sera from vaccinated individuals at time points soon after the first or second dose and have had limited data on the durability of such responses.”
From Durability of mRNA-1273 vaccine–induced antibodies against SARS-CoV-2 variants (2021) · cites this paper as [5]
Reduced sensitivity of SARS-CoV-2 variants to antibody and serum neutralization has been widely observed.
“However, reduced sensitivity of SARS-CoV-2 variants to antibody and serum neutralization has been widely observed (18–21).”
From Deep learning guided optimization of human antibody against SARS-CoV-2 variants with broad neutralization (2022) · cites this paper as [21]
Beta is a benchmark for partially reduced neutralization without major impact on effectiveness.
“Beta [as a benchmark for partially reduced neutralization (7) without major impact on effectiveness (19, 20)]”
From Neutralization of SARS-CoV-2 Omicron by BNT162b2 mRNA vaccine–elicited human sera (2022) · cites this paper as [7]
Some amino acid changes shared with Alpha, Beta, Gamma, or Delta VOCs lead to increased transmissibility and partial escape from vaccine-induced humoral immunity.
“Some amino acid changes [Δ69/70, T95I, G142D, Δ145, K417N, T478K, N501Y, and P681H (T, Thr; I, Ile; G, Gly; D, Asp; K, Lys; N, Asn; Y, Tyr; P, Pro; H, His)] are shared mutations also found in the Alpha, Beta (B.1.351), Gamma (P.1), or Delta VOCs and were described to lead to increased transmissibility, as well as to a typically mild partial escape from vaccine-induced humoral immunity (7–10).”
From Neutralization of SARS-CoV-2 Omicron by BNT162b2 mRNA vaccine–elicited human sera (2022) · cites this paper as [7]
Several SARS-CoV-2 variants of concern have emerged that display increased transmissibility or reduced in-vitro neutralisation by sera from people who are infected with the ancestral strain or immunised.
“Several SARS-CoV-2 variants of concern have emerged that display increased transmissibility or reduced in-vitro neutralisation by sera from people who are infected with the ancestral strain or immunised.2, 3, 4”
From Neutralising antibody titres as predictors of protection against SARS-CoV-2 variants and the impact of boosting: a meta-analysis (2022) · cites this paper as [2]
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- Authors
- Wang, P., Nair, M. S., Liu, L., Iketani, S., Luo, Y., Guo, Y., Wang, M., Yu, J., Zhang, B., Kwong, P. D., Graham, B. S., Mascola, J. R., Chang, J. Y., Yin, M. T., Sobieszczyk, M., Kyratsous, C. A., Shapiro, L., Sheng, Z., Huang, Y., & Ho, D. D.
- Affiliations
- Aaron Diamond AIDS Research Center (US)
- National Institutes of Health (US)
- Regeneron (United States) (US)
- Corresponding author
- Huang, Yaoxing
- Ho, David D.
- ORCID
- Venue
- Nature
- Published
- 2021-03-08
- Volume
- 593
- Issue
- 7857
- Pages
- 130-135
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC7852232
- OpenAlex
- W3123551159
- Cited by
- 2,312
- References
- 51
- Citations by year
- 2026: 34 · 2025: 101 · 2024: 136 · 2023: 299 · 2022: 750 · 2021: 984 · 2020: 6
- FWCI
- 171.98
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Nature (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- Research Square (acceptedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- PubMed Central (submittedVersion, cc-by-nc-nd)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- Bill and Melinda Gates Foundation
- JPB Foundation
- Topics
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Animal Virus Infections Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › vaccines and immunoinformatics approaches
- Keywords
- SARS-CoV-2, SARS-CoV-2 variants, Beta variant, Alpha variant, antibody resistance, neutralizing antibodies, monoclonal antibodies, spike protein mutations, N-terminal domain, receptor binding domain, convalescent plasma, vaccine efficacy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.
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