Abstract
Striking antibody evasion by emerging circulating severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants drives the identification of broadly neutralizing antibodies (bNAbs). However, how a bNAb acquires increased neutralization breadth during antibody evolution is still elusive. Here, we identify a clonally related antibody family from a convalescent individual. One of the members, XG005, exhibits potent and broad neutralizing activities against SARS-CoV-2 variants, while the other members show significant reductions in neutralization breadth and potency, especially against the Omicron sublineages. Structural analysis visualizing the XG005-Omicron spike binding interface reveals how crucial somatic mutations endow XG005 with greater neutralization potency and breadth. A single administration of XG005 with extended half-life, reduced antibody-dependent enhancement (ADE) effect, and increased antibody product quality exhibits a high therapeutic efficacy in BA.2- and BA.5-challenged mice. Our results provide a natural example to show the importance of somatic hypermutation during antibody evolution for SARS-CoV-2 neutralization breadth and potency.
Keywords: broadly neutralizing antibody, bNAb, SARS-CoV-2, variant of concern, clonally related antibody family, somatic hypermutation
Graphical abstract
Wu et al. identify that XG005, but not its family members, is a potent and broad SARS-CoV-2 neutralizer and exhibits a high therapeutic efficacy. Structural analysis identifies the key residues of XG005. This provides a natural example to show the importance of somatic hypermutation for SARS-CoV-2 neutralization breadth and potency.
Introduction
Variant strains of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continue to emerge and spread globally. So far, five variants of concern (VOCs) have been defined, including Alpha (B.1.1.7), Beta (B.1.351), Gamma (P.1), Delta (B.1.617.2), and the newly identified Omicron (B.1.1.529) variants.1 , 2 , 3 These VOCs bear mutations in the viral spike protein (S protein), not only increasing the viral transmissibility or virulence but also facilitating the immune escape.4 , 5 , 6 , 7 , 8 Many monoclonal antibodies (mAbs) identified from convalescent or vaccinated individuals showed diminished or abrogated neutralizing activity against distinct VOCs.9 , 10 Especially, the newly emerged Omicron variant encodes 37 amino acid substitutions in the viral S protein, 15 of which are located in the receptor-binding domain (RBD), and causes significant humoral immune evasion, posing a remarkable challenge for the effectiveness of vaccines and mAb therapies.11 , 12 , 13 , 14 , 15 , 16 , 17 , 18
These newly emerging SARS-CoV-2 variants with strong immune escape capacity motivate researchers to identify broadly neutralizing antibodies (bNAbs) that could be of potential clinical benefit. Combining two mAbs recognizing two distinct epitopes is a popular strategy to increase the neutralizing breadth and avoid viral evasion.19 , 20 , 21 For example, Eli Lilly’s combination of two RBD-binding mAbs, bamlanivimab (LY-CoV555) and etesevimab, has been authorized for emergency use after exposure to the SARS-CoV-2 virus.22 Tixagevimab (AZD8895) and cilgavimab (AZD1061) combination showed both prophylactic and therapeutic efficacy in a nonhuman primate model of SARS-CoV-2 infection.23 A bispecific antibody through connecting two single-domain antibodies, n3113v and n3130v, also displayed exceptional neutralizing breadth and potency via inhalation administration.21
Meanwhile, using just a single monoclonal bNAb with high neutralization potency and breadth could also be effective for clinical prevention or therapy. For example, LY-CoV1404 (also known as bebtelovimab) exhibits exceptional neutralizing activity against various SARS-CoV-2 variants, unaffected by most of these variant mutations.13 , 18 , 24 However, the number of super-antibodies with extreme broad-spectrum activity and ultra-potency is still very limited, and more importantly, its evolution process in vivo is still largely unknown.
Here, we screen mAbs isolated from a convalescent donor with elite serum neutralizing activity25 and identified XG005, a fully human IgG1 mAb targeting SARS-CoV-2 RBD, as an extremely potent neutralizing antibody, both in vitro and in vivo, against all currently known VOCs and the most recently emerged Omicron variants, BA.1, BA.2, BA.2.12.1, BA.3, and BA.4/5, which have severe immune escape capacity.11 , 12 , 18 , 26 Structural analysis revealed that XG005 bound to an epitope that overlapped with VOC escape mutations but delicately avoided immune escape and retained its binding affinity. Moreover, three clonally related family members of XG005 isolated from the expanded B cell clone of the same donor showed reduced levels of neutralizing potency and breadth, suggesting that the resistance of XG005 evolved stochastically. Comparison of their sequences identified the somatic mutations at the amino acid residues crucial for antibody neutralizing potency and breadth. Considering that this convalescent individual donated the blood at a time when there were no emerging variants of SARS-CoV-2, we conclude that a highly potent and broad neutralizing antibody could evolve stochastically even in convalescent individuals whose sera barely neutralize SARS-CoV-2 Omicron variants.
Results
Screening of antibodies isolated from a convalescent donor
We isolated mAbs, XG001–XG048, from a convalescent individual who donated blood in April 2020 when no SARS-CoV-2 variant had been reported.25 Half of these antibodies (23/45; red name in Figure 1 A) recognized the RBD of SARS-CoV-2 S protein, one-fourth (11/45; blue name in Figure 1A) were N-terminal domain (NTD)-binding antibodies, and several (5/45; green name in Figure 1A) bound the S2 stalk region.25 To explore the cross-reactivity of these antibodies against different VOCs, we first performed an ELISA analysis against the S protein of SARS-CoV-2 and its related VOCs (Figure 1A). Among 45 antibodies, 2, 8, 5, 7 and 23 antibodies exhibited at least 25% reduction of binding activity against S protein of B.1.1.7 (Alpha), B.1.351 (Beta), P.1 (Gamma), B.1.617.2 (Delta), and B.1.1.529 (Omicron) variants, respectively (Figures 1B and S1). Some antibodies, such as XG027 and XG043, showed a substantial loss in antigen binding against most VOCs; for some others, such as RBD-binding antibody XG005 and NTD-binding antibody XG035, no loss of binding capacity was observed. Together, these results suggest that Omicron exhibited a higher level of resistance to the tested mAbs isolated from a convalescent individual and that many mAbs maintain their binding capacity against VOCs.
Neutralizing activity in vitro against VOCs
Antibody binding cannot predict viral neutralization. To assess the neutralization profile of these mAbs, we constructed various luciferase-expressing SARS-CoV-2 pseudoviruses, including SARS-CoV-2 Wuhan-Hu-1 (wild-type), B.1.1.7 (Alpha), B.1.351 (Beta), P.1 (Gamma), B.1.617.2 (Delta) and B.1.1.529 (Omicron) variants, and performed in vitro neutralization assays and calculated the IC50 values25 , 27 (Figures 2A, 2B, and S2). Twenty-three antibodies were neutralizers against wild-type SARS-CoV-2, and all of them, except XG005, partially or entirely lost their neutralizing activity to at least one VOC (Figures 2A and 2B). Some mAbs, such as XG001 and XG002, were not neutralizing at all, while potent neutralizers XG014 and XG016 showed significant antibody evasion by only the Omicron variant (Figure 2C). XG005 exhibited ultra-potent neutralizing activities against all VOCs (Figure 2C).
Consistent with other reports that the Omicron variant escapes antibody neutralization strikingly,12 , 18 nearly 90% of the our neutralizing antibodies (20/23) had impaired Omicron neutralization with a more than 3-fold increase in the antibody IC50 values (Figure 2B). Among the 10 Omicron-neutralizing antibodies, 9 had IC50 values ranging from 1 to 10 μg/mL, and only one, XG005, exhibited an impressive neutralizing potency, with an IC50 value of 0.005 μg/mL (Figure 2A). Taken together, these results suggest that all tested mAbs isolated from this donor, except XG005, significantly lost their neutralizing activities against VOCs, especially against Omicron variants.
Broad neutralizing activity of XG005
The outstanding neutralizing activity of XG005 led us to further assess the neutralization profile of XG005. We constructed several more types of pseudoviruses, including SARS-CoV-1, SARS-CoV-2 variants (B.1.351-L242H, B.1.617.1 [Kappa], C.37 [Lambda], B.1.621 [Mu]), and SARS-CoV-2 Omicron variants (BA.1, BA.2, BA.2.12.1, BA.3, BA.4/5) and performed pseudovirus neutralization assays. XG005 remained potent in neutralizing all these variants, including Omicron sublineages, with IC50 values of 0.008 μg/mL or lower but had no neutralization activity against SARS-CoV-1 (Figures 2D and 2E). Together, the potent and broad neutralizing activity of XG005 indicates that there is still a highly conserved RBD epitope for antibody binding that is not affected by any escape mutations in SARS-CoV-2 variants.
Structural and functional basis of XG005 neutralization and retained potency
To understand the structural basis for the neutralizing activity of XG005, we determined the cryoelectron microscopy (cryo-EM) structure of the SARS-CoV-2 wild-type S trimer complexed with XG005 Fab, revealing a conformation of two “up” and one “down” RBD with three Fabs (UDU with three Fabs, PDB: 7V26, 3.8 Å resolution).27 To further understand its broad neutralizing activity, we determined the cryo-EM structure of the SARS-CoV-2 Omicron S trimer complexed with XG005 (OS-XG005) (Figures S3 and S4; Table S1). Other than the UDU conformation with three Fabs (PDB: 7YCZ, 3.24 Å), the OS-XG005 exhibited another two states, one “up” and two “down” RBDs with two Fabs (UDD with two Fabs, PDB: 7YD0, 3.62 Å) and one “up” and two “down” RBDs with three Fabs (UDD with three Fabs, PDB: 7YCY, 3.74 Å) (Figure 3 A). Among these conformations, the “up” RBDs opened almost in the same orientation, while the orientations of “down” RBDs were different, which might result from the conformations of the other two RBDs (Figure 3B).
Comparison of the interface regions of wild-type RBD-XG00527 and Omicron RBD-XG005 showed that the XG005 interacted with wild-type and Omicron RBDs in a very similar way. The tight contacts between XG005 and Omicron RBDs mainly resulted from extensive hydrophilic interactions. Three mutation residues (N440K, G446S, and N501Y) of the Omicron S were located in the XG005-recognizing epitope (Figures 4A and 4B). Specifically, although N501Y mutation led to the loss of two hydrogen bonds between N501 of the wild-type RBD and N33 of XG005 light-chain complementarity determining region 1 (CDRL1) (Figures 4C and 4D), G446S mutation introduced two hydrogen bonds between Omicron-S S446 and T96 of XG005 CDRL3 (Figures 4C and 4D). Moreover, N440K mutation destroyed the hydrogen bonds between residues N440/L441 of the wild-type RBD and Y34/G33 of XG005 CDRL1/heavy-chain CDR2 (CDRH2) but rescued one hydrogen bond between K440 of the Omicron RBD and A103 of XG005 CDRH3 (Figures 4C and 4D). In addition, one hydrogen bond formed between N450 of the Omicron RBD and D58 of XG005 CDRH2 as a compensation (Figures 4C and 4D). Therefore, the three Omicron mutations (N440K, G446S, and N501Y) did not disrupt the RBD-XG005 interaction (Figure 4E).
Based on the cryo-EM structure, the residues N450, V445, G447, N439, and Q506 of SARS-CoV-2 S protein were crucial for XG005 recognition, while SARS-CoV-2 VOCs bear no amino acid change on these residues. This is consistent with the overall high neutralizing potency of XG005 against all tested variants.
Clonally related neutralizing antibodies of XG005
It has been shown recently that a higher level of somatic hypermutation acquired in the months post-infection or by a vaccine booster shot provides some antibodies with greater neutralizing potency and breadth, suggesting that increased antibody diversity may improve antibody resistance to viral escape mutations.28 , 29 , 30 However, XG005 was cloned from a donor early in convalescence, and its somatic mutation level is low, with only 6 amino acid substitutions in both heavy- and light-chain V regions compared with germline sequences (Figure 5 A). To understand the evolution process of XG005 for Omicron neutralization, we isolated three clonally related antibodies of XG005 from the same donor25 and named them XG005a, XG005b, and XG005c.
XG005 and its three family members were all encoded by IGHV2-5/IGLV2-14 (Figure S5A). Sequence alignment between their heavy and light chains suggested a high similarity, including their CDR3 sequences of both heavy and light chains (Figure 5A). The levels of somatic hypermutation for all XG005 family members were low, and XG005a–XG005c had even lower levels of somatic hypermutations compared with XG005 (Figure 5A).
We further evaluated their neutralization potency against a panel of pseudotyped viruses of SARS-CoV-2 variants. XG005 and its three family antibodies exhibited striking disparity in neutralizing activity and breadth (Figures 5B and S5B). Specifically, XG005b displayed minimal activity against most SARS-CoV-2 variant pseudoviruses, with IC50 values ranging from 1.517 to >10 μg/mL (Figures 5B and 5C). XG005a neutralized most variants, with IC50 values ranging from 0.023 to 0.267 μg/mL for all variants except Omicron, for which the IC50 was >10 μg/mL (Figures 5B and 5C). XG005c potently neutralized the majority of SARS-CoV-2 variant pseudoviruses (IC50 values of 0.001–0.058 μg/mL) but exhibited a partial loss of potency against Omicron (IC50 value of 1.995 μg/mL) (Figures 5B and 5C).
To specifically examine the potential influence of somatic hypermutation in the CDRH3 sequence, we generated a series of XG005 mutants with only one amino acid substituted in its CDRH3 region (Figure 5D) and assessed their neutralization profile (Figure 5E). Substitution of XG005 CDR3 amino acids with the corresponding residues of its family members (T101A and A103T but not A102S) showed reduced neutralization against Omicron (Figure 5E). All alanine substitutions, except D108A, within the XG005 CDRH3 sequence affected the neutralization potency and breadth (Figures 5D and 5E). Together, the special CDRH3 sequence of XG005 confers its broad neutralization.
Ly-CoV1404 and XG005
XG005 was encoded by IGHV2-5/IGLV2-14. Similar to XG005, a well-known broad and potent neutralizing mAb, LY-CoV1404 (bebtelovimab), was also encoded by IGHV2-5/IGLV2-1424 , 31 (Figure 5A).
By using our in vitro pseudotyped virus-based neutralization assay, we assessed the neutralization profile of Ly-CoV1404 and showed that Ly-CoV1404 and XG005 showed comparable neutralization titers against SARS-CoV-2 and its variants (Figures 5B and 5C).
Comparison of the cryo-EM structures of both XG005 and LY-CoV1404 revealed very high levels of similarity, including the RBD interfaces and the key amino acid residues for RBD interaction (Figure S6). These results suggest that the cryo-EM structure of XG005 is extraordinarily comparable with that of LY-CoV1404.
Therefore, a slight alteration of amino acid residues, for example between XG005 and XG005b, might largely reduce the neutralization potency and breadth, while on the other hand, interestingly, mAbs identified from different donors with more distinct CDRH3 sequences (Figures 5A and 5D), such as XG005 and Ly-CoV1404, showed a similar level of neutralization potency and breadth.
Structural comparison for the key amino acid residues during antibody evolution
XG005 exhibited ultra-potent neutralizing activity against the B.1.1.529 (Omicron) pseudovirus, while none of the XG005 family members showed comparable activity. We further measured their ELISA binding activity against the S protein of B.1.1.529 (Omicron). As expected, similar binding activities were observed between XG005 and XG005c (ELISA area under the curve [AUC] ∼30). XG005a had slightly reduced binding activity (ELISA AUC ∼26), while XG005b binding capacity was abolished by Omicron mutations (ELISA AUC ∼9) (Figure S5C).
To reveal the underlying molecular mechanism, we performed structural analysis and modeled the interactions between the Omicron RBD and three XG005 family members (Figure 6 A). The structural models of XG005a, XG005b, and XG005c were generated based on the XG005 structure by SWISS-MODEL.32 The structures of all four XG005 family members were similar, with 15 amino acid residues in IGHV and 14 amino acid residues in IGLV involved in the recognition of the Omicron RBD (Figure 5A). Superimposed structural models showed that 8 of 11 key residues involved in the interaction were conserved among XG005 family members, including Y54, L52, R60, D56, and D58 in IGHV and Y34, N33, and V98 in IGLV. However, although the residue D58 in IGHV was conserved among XG005 family members, this residue in XG005a, XG005b, and XG005c shifted away and damaged the hydrogen bond between N450 of the Omicron RBD and D58 of antibody heavy chain, thus causing the reduced binding affinity against the Omicron RBD (Figure 6B).
The other three key residues for Omicron RBD recognition were A103 in the heavy chain and T96/A31 in the Lambda light chain of XG005 (Figures 6A and 6B). Both A103 in XG005 and T103 in other family members bound the SARS-CoV-2 RBD with no difference. For residue 96 of IGLV, the S96T mutation in XG005, XG005a, and XG005c established a hydrogen bond between S446 of the Omicron RBD and T96 of IGLV, while the lack of this somatic mutation in XG005b failed to do so (Figure 6B). In addition, the G31A mutation in XG005/XG005c IGLV was a key mutation for recognizing the Omicron RBD. However, for XG005a, a G31D mutation at this residue introduced a clash between the Omicron RBD and D31 of XG005a, reducing XG005a’s binding affinity with the Omicron RBD (Figure 6B). Together, these results provided a structural explanation that XG005 neutralized more potently than XG005c and that XG005c neutralized better than XG005a and XG005b (Figures 5B and 5C).
Engineered XG005 with reduced enhancement and extended half-life
Our previous data showed that XG005 induced antibody-mediated viral entry and S protein-mediated membrane fusion through its interaction with Fc receptor (FcR), implying the potential side effect for antibody prophylaxis and therapy.25 , 27 As expected, LY-CoV1404 also induced in vitro antibody-dependent enhancement (ADE) of viral entry (Figure 7 A). To eliminate its ADE of viral entry, we thus engineered XG005 Fc amino acids to reduce its FcR interactions (GRLR, G239R/L331R, or LALA, L237A/L238A, modifications). In vitro SARS-CoV-2 pseudovirus (ADE) assays25 showed that the engineered Fc variants of XG005 with GRLR or LALA substitutions induced no ADE effect in cultured Raji cells, while a strong in vitro ADE effect was observed in Raji cells treated with wild-type XG005 (Figure 7B).
XG005 had a noncanonical cysteine (C109; red arrowhead in Figure 5A) in the CDR3 region of the XG005 heavy chain. To avoid the potential aggregation and antibody instability triggered by this noncanonical cysteine through intramolecular scrambling or intermolecular disulfide formation,33 we substituted the cysteine at position 109 with tyrosine (Y) or serine (S) residues, the corresponding amino acid residues in XG005b and XG005c, respectively (Figure 5A). Both substitutions (XG005-C109Y and XG005-C109S) showed no reduction in neutralizing activity against SARS-CoV-2 variants (Figure S7).
We further engineered XG005 Fc domain to extend the antibody half-life (YTE, M255Y/S257T/T259E, or LS, M431L/N437S) and to reduce antibody heterogeneity (Kdel, deletion of the C-terminal lysine in immunoglobulin [Ig] heavy chain). Pharmacokinetic analyses in a humanized FcRn transgenic mouse showed that XG005 had a longer half-life than LY-CoV1404 and that the YTE substitution in XG005 significantly extended its serum half-life (Figure 7C). Moreover, we performed in vitro neutralization assays to ensure that none of these Fc substitutions affected the in vitro neutralizing activity of XG005 (Figure S8).
Together, to facilitate and improve therapeutic use, we engineered XG005, reduced its ADE effect, increased its half-life, optimized the antibody production and quality, and finally developed XG005-C109S-YTE-LALA-Kdel (XG005-CYLK) for the following therapeutic evaluation in vivo.
Therapeutic activity of XG005-CYLK
We first confirmed the neutralizing activity of XG005-CYLK using authentic SARS-CoV-2 viruses BA.2 and BA.5 (Figure 7D). As shown, significant inhibitory activities against BA.2 and BA.5 infection were observed for XG005-CYLK, with IC50 values of 0.033 and 0.023 μg/mL, respectively.
We next sought to evaluate the therapeutic activity of XG005-CYLK in an established human ACE2 transgenic mouse model. Mice were intranasally challenged with BA.2 or BA.5 virus using 1 × 105 focus-forming units (FFUs) and, 4 h post-infection, were intraperitoneally treated with a single dose of antibody XG005-CYLK or the same volume of PBS as control (Figure 7E). Two days post-inoculation, the viral loads in the lungs reached 3.7–6.1 × 105 FFUs for BA.2 and 1.03–1.37 × 106 FFUs for BA.5 in the control groups of mice treated with PBS (Figures 7F and 7G). Compared with the control groups, a single dose of XG005-CYLK (2.5, 7, or 21 mg/kg for BA.2; 1, 5, or 10 mg/kg for BA.5) efficiently reduced the viral loads by more than 1,000-fold in the lungs (Figures 7F and 7G). However, decreased levels of XG005-CYLK (0.2 and 0.04 mg/kg for BA.5) were not sufficient to suppress the lung viral loads (Figure 7G).
Collectively, these results suggest that rare B cells elicited by just wild-type SARS-CoV-2 infection retained broad neutralization against the currently circulating SARS-CoV-2 variants, and the corresponding mAbs could be engineered as potent therapeutics.
Discussion
In this article, we examined the binding capacity and neutralizing activity of 45 mAbs isolated from a convalescent individual who donated blood in April 2020. Among them, the XG005 mAb showed potent and broad neutralizing activity against all variants, including the BA.2, BA.2.12.1, and BA.4/5 subvariants. Treatment experiments in mice with engineered XG005 alone showed efficient viral-controlling effect in vivo. Therefore, the high threshold against virus escape provided by an antibody cocktail would also be achieved by a single mAb alone.
Cryo-EM structure explained how XG005 avoided immune escape and maintained neutralization potency. Although many bNAbs against Omicron bound to an outer surface of the RBD,34 , 35 , 36 XG005 recognized the receptor-binding motif (RBM), which bound to ACE2 receptor and is highly mutated in the Omicron subvariants.37 However, distinct from the immune escape of most RBM-targeting antibodies, XG005 delicately avoided significant loss of neutralization despite the three Omicron amino acid mutations (N440K, G446S, and N501Y) located in the XG005-recognizing epitope. Newly formed hydrogen bonds and salt bridges simultaneously rescued the loss of hydrogen bonds between XG005 and Omicron S protein (Figure 4). This effective compensation mechanism plays an important role for recognizing various SARS-CoV-2 variants.
XG005 was an IGHV2-5/IGLV2-14-encoded RBD antibody, while antibodies LY-CoV1404 (bebtelovimab),24 2–7,38 and XGv26539 were also IGHV2-5/IGLV2-14 encoded.31 All of these mAbs retained their neutralizing activity against SARS-CoV-2 variants, especially against Omicron and its sublineages. Compared with the IGHV1-58/IGKV3-20-encoded RBD-binding public antibody clonotype, the IGHV2-5/IGLV2-14-encoded RBD antibodies with increased breadth of neutralization are perhaps the most cross-neutralizing public antibody clonotype.31
In our study, three other family members of XG005 (XG005a, XG005b, and XG005c) that we cloned from the same expanded B cell clone of the same donor showed significant reduction of neutralization potency and breadth. Nevertheless, sequence comparison showed only very little difference of these mAbs compared with XG005. Structural remodeling suggested the key amino acid residues on XG005 during antibody evolution for its neutralizing activity against Omicron subvariants. Considering that there was still no Omicron variant during blood donation in April 2020, these results suggest that XG005 was the rare product of random somatic hypermutation in germinal centers. Similarly, LY-CoV1404 was also cloned from a convalescent individual in early 2020.24 Interestingly, the third dose of vaccine booster shot with wild-type SARS-CoV-2 facilitated the generation of potent bNAbs against VOCs and Omicron subvariants.39 Together, we conclude that exposure to wild-type SARS-CoV-2 or its surface protein is sufficient to elicit bNAbs against recently emerged or even future SARS-CoV-2 variants.
Limitations of the study
In this study, we only cloned and analyzed four antibody members of XG005 family, including XG005 itself. Although Ly-CoV1404 was also included for analysis and comparison, it was cloned from a different donor with a very distinct CDRH3 sequence. Therefore, more cloned XG005 family members from the same individual would provide more details of these antibodies’ evolution and reveal how occasionally a mAb with potent and broad neutralizing activity could be generated. Moreover, XG005, as its counterpart Ly-CoV1404, lost most of its neutralizing activity against the newly emerged SARS-CoV-2 variants XBB and BQ.1. Therefore, whether XG005 could be further mutated to achieve increased neutralization potency and breadth has not been studied here.
STAR★Methods
Key resources table
REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Antibodies | ||
XG anti-SARS-CoV-2 bNAbs | Zhou et al.25 | N/A |
XG005a | This paper | N/A |
XG005b | This paper | N/A |
XG005c | This paper | N/A |
Ly-CoV1404 | Westendorf et al.24 | N/A |
Goat anti-Human IgG (H + L) secondary antibody, HRP | Thermo Fisher Scientific | Cat#31410; RRID: AB_228269 |
Bacterial and virus strains | ||
E. Coli trans5α chemically Competent Cells | TransGen Biotech | Cat#CD201-01 |
Authentic BA.2 and BA.5 virus | Guangzhou Custom Technology Center | N/A |
Chemicals, peptides, and recombinant proteins | ||
SARS-CoV-2 Spike protein (ECD, His & FLAG tag) | GenScript | Cat#Z03481 |
SARS-CoV-2 variant proteins (ECD) | Wang et al.39 | N/A |
SARS-CoV-2 Omicron S trimer | This paper | N/A |
PBS (10×), pH 7.2–7.4 | Solarbio Life Sciences | Cat#P1022 |
1 M Tris-HCl, pH 9.0 | Solarbio Life Sciences | Cat#T1160 |
Dimethyl Sulfoxide | Sigma | Cat#2650 |
Bovine Serum Albumin | WeiAo Biotech, Shanghai | Cat#WH3044 |
Fetal Bovine Serum | GEMINI | Cat#900-108 |
OPM-293 CD05 | OPM biosciences | Cat# 81075-001 |
OPM-293 PreFeed | OPM biosciences | Cat#F081919-001 |
DPBS | VivaCell | Cat#C3590-0500 |
Opti-MEM | Gibco | Cat#31985070 |
SurePAGE™ | Genscript | Cat#M00654 |
Tris-MOPS-SDS | Genscript | Cat#M00138 |
5× Protein loading buffer | Genscript | Cat#MB01015 |
Protein Marker | Genscript | Cat#M00624 |
InstaBlue Protein Stain Solution | APExBIO | Cat#B8226 |
ABTS Chromogen/substrate solution for ELISA | Thermo Fisher Scientific | Cat#00-2024 |
EZ trans | Life iLab Biotech Co., Ltd, Shanghai, China | Cat#AC04L082 |
Critical commercial assays | ||
Superose 6 Increase 10/300 column | GE Healthcare | Cat#CA10192-228 |
Histrap HP | GE Healthcare | Cat#17-5248-02 |
Protein G Sepharose 4 Fast Flow | GE Healthcare | Cat#17061805 |
Pierce™ IgG Elution buffer | Thermo Scientific | Cat#21004 |
AgeI-HF | New England BioLabs | Cat#R3552L |
BsiwI-HF | New England BioLabs | Cat#R3553L |
BamH1 | New England BioLabs | Cat# R0136M |
XhoI | New England BioLabs | Cat#R0146L |
SalI-HF | New England BioLabs | Cat#R3138S |
10× NEB buffer 2 | New England BioLabs | Cat#B7002S |
Phusion High-Fidelity DNA Polymerase | Thermo Scientific | Cat#M0530L |
T4 DNA polymerase | New England BioLabs | Cat#M0203L |
T4 DNA ligase | New England BioLabs | Cat#M0202M |
NucleoSpin Gel and PCR Clean-up | New England BioLabs | Cat#740690.250 |
Luciferase Cell Culture Lysis 5× Reagent | Promega | Cat#E1531 |
Firefly Luciferase Assay Kit | Promega | Cat#E1501 |
VigoFect | Vigorous Biotechnology | Cat#T001 |
HiPure Plasmid EF Maxi Kit | Magen | Cat#P1156 |
Deposited data | ||
SARS-CoV-2 wild-type S trimer-XG005 fab complex structure | Liu et al.27 | PDB: 7V26 |
SARS-CoV-2 Omicron S trimer-XG005 fab complex structure | This paper | PDB: 7YD0, 7YCY, 7YCZ, 7YD1 |
Experimental models: Cell lines | ||
HEK293F cell line | Zhou et al.25 | N/A |
HEK293T cell line | Xia et al.40 | N/A |
Huh-7 cell line | Xia et al.40 | N/A |
Raji cell line | Zhou et al.25 | N/A |
Vero-E6 cell line | Guangzhou Custom Technology Center | N/A |
Experimental models: Organisms/strains | ||
Human ACE2 transgenic mice | GuangDong GemPharmatech Co., Ltd. | N/A |
C57BL/6JSmoc hFcRn transgenic mice | Shanghai Model Organisms Center, China | N/A |
Recombinant DNA | ||
pNL4-3.luc.RE | Xia et al.40 | N/A |
pcDNA3.1-SARS-CoV-1-S | Xia et al.40 | N/A |
pcDNA3.1-SARS-COV-2-S | Xia et al.40 | N/A |
pcDNA3.1-SARS-CoV-2-S mutants | This paper | N/A |
Software and algorithms | ||
PRISM | GraphPad | https://www.graphpad.com |
IgBlast | Ye et al.41 | http://www.ncbi.nlm.nih.gov/igblast/ |
IMGT/V-QUEST | Brochet et al.42 | http://www.imgt.org/IMGT_vquest/vquest |
FMSB | R project | http://www.r-project.org |
Swiss-model | Waterhouse et al.32 | https://swissmodel.expasy.org |
UCSF Chimera | Pettersen et al.43 | https://www.cgl.uscf.edu/chimera/ |
DeepEMhancer | Sanchez-Garcia et al.44 | https://github.com/rsanchezgarc/deepEMhancer |
Others | ||
Sterile 50 mL Disposable Vacuum Filtration System | Millipore Sigma | Cat#SCGP00525 |
Amicon Ultra-4 Centrifugal Filters Ultracel-30K | Merck Millipore Ltd. | Cat#UFC803096 |
Ultrafree-MC Centrifugal filter units, 0.22uM GV DURAPORE | Merck Millipore Ltd. | Cat#UFC30GV0S |
General Long-Term Storage Cryogenic Tubes | Nalgene | Cat#5000-1020 |
SimpliAmp™ Thermal Cycler | Thermo Fisher Scientific | Cat#A24812 |
500 mL Bottle Top Vacuum Filter, 0.20 μm Pore | Thermo Fisher Scientific | Cat#566-0020 |
ACCUSPIN Tubes Sterile, 50mL Capacity | Sigma | Cat#A2055-10EA |
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Qiao Wang (wangqiao@fudan.edu.cn).
Materials availability
All unique reagents generated in this study are available from the lead contact with a completed Materials Transfer Agreement. Sharing of antibodies with academic researchers may require a payment to cover the cost of generation and a completed Material Transfer Agreement.
Experimental model and subject details
For therapeutic study, transgenic mice with human ACE2 overexpression (K18-hACE2_C57BL/6J) were purchased from Guangdong GemPharmatech Co., Ltd., and all mice used in this study were 6–8 weeks old and only male mice were used. For pharmacokinetic study, transgenic mice (C57BL/6JSmoc-Fcgrtem2(hFCGRT)Smoc) with human neonatal Fc receptor (hFcRn) overexpression were purchased from Shanghai Model Organisms Center, and all mice used were female and 8–10 weeks old. Experiments related to animals were conducted according to institutional regulations of Basic Medical School of Fudan University. Human HEK293T, HEK293F, Huh-7 cells, Vero-E6, and Raji cells were maintained as previously reported.25 All cell lines were cultured at 37 with 5% CO2, while HEK293F were cultured using serum-free OPM-293-CD05 medium (OPM Biosciences) with shaking at 100 rpm.
Method details
ELISA
To perform ELISA, 96-well microplates were coated with antigen proteins (10 μg/mL) in phosphate-buffered saline (PBS) (50 μL per well) overnight at 4 . Antigen proteins were S-ECD protein of SARS-CoV-2 Wuhan-Hu-1 (wild-type) and its related variants, including Alpha (B.1.1.7), Beta (B.1.351), Gamma (P.1), Delta (B.1.617.2) and Omicron (B.1.1.529). These coated plates were then blocked with PBS containing 2% bovine serum albumin (BSA) (200 μL per well). After blocking, the plate was incubated with the first antibody (eight dilutions with a maximum concentration of 10 μg/mL, 3-fold serially diluted) in PBS (50 μL per well) for 1 h at room temperature. After wash, the second antibody (goat anti-human IgG conjugated with HRP, Thermo Fisher Scientific) in PBS (50 μL per well) was added to each well for another 1-h incubation, and then detection was performed. To evaluate the antigen-binding capacity, we calculated the area under the curve (AUC) for each purified recombinant IgG1 mAb using PRISM software as previously reported.45
Generation of SARS-CoV-1/2 pseudoviruses
Pseudotyped viruses of SARS-CoV-1, SARS-CoV-2 and SARS-CoV-2-related variants were generated as described previously.25 , 40 We first constructed the S-protein expression plasmids pcDNA3.1-SARS-CoV-2-S or pcDNA3.1-SARS-CoV-1-S. The S protein amino acid sequences for SARS-CoV-2 wild-type and variants were provided (Table S2). We then co-transfected the constructed pcDNA3.1 plasmids with the backbone plasmid of pNL4-3.Luc.R-E into HEK293T cells. Two days later, we collected the cell supernatants containing pseudoviruses and stored them at −80 for in vitro neutralization assays.
In vitro pseudotyped virus-based neutralization assay for SARS-CoV-2
We performed the in vitro pseudovirus neutralization assays as previously described (Xia et al., 2020; Zhou et al., 2021). We first examined the generated pseudotyped viruses by infecting Huh-7 cells and measuring luciferase activity to determine the virus concentration. We then aliquoted the concentrated virus stock and stored it at −80 . To perform the in vitro neutralization experiments, we seeded Huh-7 cells in 96-well plates (104 cells per well) and serially diluted (1:3) the overexpressed mAbs (maximum concentration 10 μg/mL) for nine dilutions in total. We mixed and incubated the antibody soup and concentrated pseudovirus soup for 30 min at 37 , and then added them into the Huh-7 cells for 24 h of incubation. We then replated the cell supernatant with fresh DMEM containing 10% FBS and collected cells after 36 h of cell culture. Finally, we lysed the cultured cells and measured luciferase activity using a Firefly Luciferase Assay Kit (Promega, USA) and a microplate reader (Infinite M200PRO, Switzerland) following the manufacturer’s instructions. Due to the dramatic variation of the absolute luciferase values, we calculated the relative luminescence values by normalizing them to pseudovirus-only control wells. The IC50 values by neutralization assays were calculated by nonlinear regression analysis in PRISM software.
In vitro neutralization assay using authentic BA.2 and BA.5 viruses
Experiments including viral amplification and viral infection were conducted in a Biosafety Level 3 (BSL-3) laboratory. The authentic BA.2 and BA.5 viruses were amplified and titered in Vero-E6 cells using the plaque assay. The in vitro neutralization assay was performed as described previously.25 , 27 Different concentrations of mAbs were mixed with the authentic BA.2 or BA.5 viruses for 1 h before adding onto cultured cells. Twenty-four hours later, the cells were fixed and subjected to immunostaining assay to determine the cell infection rate.
Antibody cloning and production
Single B cell-based antibody amplification and sequence analysis were performed as previously reported.45 , 46 Briefly, we performed the reverse transcription and nested PCR amplification for the sorted single B cells.25 We analyzed all the Sanger sequencing results of heavy and light chains and identified the V(D)J gene and CDR3 sequences using IMGT/V-QUEST42 and/or IgBLAST.41 For antibody expression, we transiently transfected HEK293F cells with heavy/light chain plasmids and harvested supernatants seven days later for antibody purification.
Expression and purification of SARS-CoV-2 Omicron S trimer
The vector of Omicron S ectodomain with HexaPro mutations, “GSAS” substitution at furin cleavage site (residues 682-285) and a C-terminal T4 fibritin trimerization was constructed as previously reported21 and transfected into HEK293F cells for expression.
After 72 h, the supernatants were harvested and filtered for affinity purification by Histrap HP (GE Healthcare). The protein was then loaded onto a Superose 6 increase 10/300 column (GE Healthcare) in 20 mM Tris pH 8.0, 200 mM NaCl.
Cryo-EM sample preparation
Purified SARS-CoV-2 Omicron S at 0.60 mg/mL was mixed with XG005 antibody by a molar ratio of 1:1.7 and incubated for 10 min on ice. A 3 μL aliquot of the sample was loaded onto a freshly glow-discharged holey amorphous nickel-titanium alloy film supported by 400 mesh gold grids. The sample was frozen immediately in liquid ethane using Vitrobot IV (FEI/Thermo Fisher), with 2 s blot time and −3 blot force and 10 s wait time.
Cryo-EM data collection and image processing
Cryo-EM data were collected on a Titan Krios microscope (Thermo Fisher) operated at 300 kV. Movies were captured with a K3 summit direct detector (Gatan) after a GIF quantum energy filter (Gatan) setting to a slit width of 20 eV. Automated data acquisition was carried out with SerialEM software47 through beam-image shift method.48
Movies were taken in the super-resolution mode at a nominal magnification 81,000×, corresponding to a physical pixel size of 1.064 Å, and a defocus range from −1.2 μm to −2.5 μm. Each movie stack was dose-fractionated to 40 frames with a total exposure dose of about 58 e−/Å2 and exposure time of 3s.
A total of 6,503 movie stacks was motion corrected using MotionCor249 within RELION.50 Parameters of contrast transfer function (CTF) were estimated by using Gctf.51 All micrographs then were manually selected for further particle picking upon astigmatism, defocus range and estimated resolution.
Remaining 6,098 good images were imported into cryoSPARC52 for further patched CTF-estimating, blob-picking and 2D classification. Several good 2D classes were used as templates for template-picking. After 2D classification of particles from template-picking was finished, all good particles from blob-picking and template-picking were merged and deduplicated, subsequently being exported back to RELION through pyem package.53
Total 2,028,032 particles were extracted at a box-size of 320 and rescaled to 160, then carried on one round of 3D classification in RELION. Only good classes were selected, yielding 1,594,120 particles. These particles were performed other rounds of 3D classification to get different states of trimer. Finally, three main states with clear Fabs were selected out, and their corresponding particles were separately re-extracted (unbinned, 1.064 Å/pixel) and auto-refined, then CTF-refined and polished. 153,541 of state 1 (1-RBD-up with 2 Fabs) was yielding a map at 3.62 Å, 124,608 of state 2 (1-RBD-up with 3 Fabs) was yielding a map at 3.74 Å, and 616,627 of state 3 (2-RBD-up with 3 Fabs) was yielding a map at 3.24 Å.
To get more clear structural information of interface between RBD with Fab, we carried on local 3D-classification focused on the best pair of RBD and Fab from state 3. In final, 313,560 particles were subtracted and exported to cryoSPARC to do local refinement, yielding a 2.99 Å local map.
The reported resolutions above are based on the gold-standard Fourier shell correlation (FSC) 0.143 criterion. The above procedures of data processing are summarized (Figures S3 and S4). These sharpened maps were generated by DeepEMhancer44 and then “vop zflip” to get the correct handedness in UCSF Chimera43 for subsequent model building and analysis.
Model building and refinement
For model building of SARS-CoV-2 Omicron S XG005 complex, the SARS-CoV-2 Omicron S trimer model and the antibody model generated by swiss-model32 were fitted into the map using UCSF Chimera and then manually adjusted with COOT.54 The interface between RBD and Fab region was refined against the local refinement map and then docked back into the into global refinement trimer maps. Several iterative rounds of real-space refinement were further carried out in PHENIX.55 Model validation was performed using MolProbity. Figures were prepared using UCSF Chimera and UCSF ChimeraX.56
The cryo-EM maps and the coordinates of SARS-CoV-2 Omicron S complexed with XG005 have been deposited to the Electron Microscopy DataBank (EMDB) and Protein DataBank (PDB) with accession numbers EMD-33744 and PDB 7YD0 (state 1, UDD with two Fabs), EMD-33742 and PDB 7YCY (state 2, UDD with three Fabs), EMD-33743 and PDB 7YCZ (state 3, UDU with three Fabs), and EMD-33745 and PDB 7YD1 (Local refinement).
Human ACE2 transgenic mice and in vivo studies
Mouse experiments were conducted in a Biosafety Level 3 (BSL-3) laboratory in Guangzhou Custom technology center. Transgenic mice with human ACE2 overexpression (K18-hACE2_C57BL/6J) were randomly assigned to distinct groups. A single administration of mAbs (or an equal volume of PBS as a negative control) was administered intraperitoneally 4 h after all mice were intranasally challenged with 105 PFU BA.2 or BA.5 authentic viruses. Mouse body weight was monitored, and lungs were collected two days post-infection to determine the live viral loads in lungs by the focus forming assay (FFA).
Pharmacokinetic analysis
Transgenic mice with human neonatal Fc receptor (hFcRn) overexpression (C57BL/6JSmoc-Fcgrtem2(hFCGRT)Smoc) (Vendor: Shanghai Model Organisms Center, China) were used to evaluate the pharmacokinetic profiles of mAbs XG005, XG005-CYLK, and LY-CoV1404 (bebtelovimab). Twenty-seven mice were randomly assigned into three groups and a single dose of mAbs (10 mg/kg) were administrated based on their body weights. The serums samples were collected on different time points, including -1-day pre-infusion and 2, 4, 8, 24, 48, 96, 168, 240, 336, 504, 672, 840 h post-infusion. Sample analysis was conducted utilizing validated ELISA methods. Sample concentration data was collected on the INFINITE 200 PRO plate reader and processed using INFINITE 200 PRO Software (2013) Tecan. Pharmacokinetic parameters were evaluated using a non-compartmental approach with Phoenix WinNonlin software (Version 8.0.0.3176, Pharsight, CA).
Quantification and statistical analysis
The detailed information of analysis could be found in the Result and Figure Legends. The area under the ELISA curves (ELISA AUC) and the 50% inhibitory concentration (IC50) values calculated for antibody neutralization capacities were calculated in PRISM software.
Acknowledgments
We thank the Center of Cryo-Electron Microscopy at Fudan University for the support on cryo-EM data collection and Guangzhou Custom Technology Center for the support of in vivo challenge study in a Biosafety Level 3 (BSL-3) laboratory. We thank Bo Chen, Xulong Feng, Xinyi An, Miaomiao Wang, Yongpeng Xu, and Qingyu Yang at Advaccine Biopharmaceuticals Suzhou Co., Ltd., for the help of cell-based and pharmacokinetics assays. We also thank Dr. Xiangxi Wang at the Institute of Biophysics, Chinese Academy of Sciences for providing the S proteins of several SARS-CoV-2 variants for ELISAs. This work was supported by the National Key Research and Development Program (2021YFA1301404), the National Natural Science Foundation of China (32070947), and the Ministry of Science and Technology (China) of China (2021YFC2302500). The project was also supported by Shanghai Municipal Science and Technology Major Project (ZD2021CY001) and by the Guangzhou Laboratory (SRPG22-003). This work was supported by funding from the Intramural Research Program, National Institutes of Health, National Cancer Institute, Center for Cancer Research. The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services nor does mention of trade names, commercial products, or organizations imply endorsement by the US government. The content is solely the responsibility of the authors and does not necessarily represent the views of any of the funding agencies or individuals.
Author contributions
Conceptualization, Q.W.; investigation, J.W., Z.C., Y.G., Z.W., J.W., B.-Y.C., Y.Z., Y.H., W.Z., M.X., W.J., X.Z., A.H., A.X., J.H., and S.X.; software, J.W., W.Z., and Z.C.; formal analysis, J.W., W.Z., Y.Z., B.W., Z.W., J.W., B.-Y.C., L.Z., L.S., and Q.W.; writing – original draft, Q.W.; writing – review & editing, J.W., W.Z., C.T.M., B.-Y.C., B.W., L.S., and Q.W.; visualization, J.W., W.Z., L.S., and Q.W.; supervision, B.W., F.W., L.Z., L.S., and Q.W.; funding acquisition, B.W., F.W., L.Z., L.S., and Q.W.
Declaration of interests
A patent application encompassing aspects of this work has been filed with Q.W. and L.Z. listed as inventors.
Published: May 3, 2023
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.celrep.2023.112503.
Supplemental information
Data and code availability
-
•
Data reported in this paper will be shared by the lead contact upon request. The XG005-related complex structures (PDB accession numbers: 7V26, 7YD0, 7YCY, 7YCZ, 7YD1) reported in this paper are publicly available as of the date of publication.
-
•
This paper does not report original code.
-
•
Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.
References
- 1.Mannar D., Saville J.W., Zhu X., Srivastava S.S., Berezuk A.M., Tuttle K.S., Marquez A.C., Sekirov I., Subramaniam S. SARS-CoV-2 Omicron variant: antibody evasion and cryo-EM structure of spike protein-ACE2 complex. Science. 2022;375:760–764. doi: 10.1126/science.abn7760. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Karim S.S.A., Karim Q.A. Omicron SARS-CoV-2 variant: a new chapter in the COVID-19 pandemic. Lancet. 2021;398:2126–2128. doi: 10.1016/S0140-6736(21)02758-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Viana R., Moyo S., Amoako D.G., Tegally H., Scheepers C., Althaus C.L., Anyaneji U.J., Bester P.A., Boni M.F., Chand M., et al. Rapid epidemic expansion of the SARS-CoV-2 Omicron variant in southern Africa. Nature. 2022;603:679–686. doi: 10.1038/s41586-022-04411-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Planas D., Veyer D., Baidaliuk A., Staropoli I., Guivel-Benhassine F., Rajah M.M., Planchais C., Porrot F., Robillard N., Puech J., et al. Reduced sensitivity of SARS-CoV-2 variant Delta to antibody neutralization. Nature. 2021;596:276–280. doi: 10.1038/s41586-021-03777-9. [DOI] [PubMed] [Google Scholar]
- 5.Wang P., Nair M.S., Liu L., Iketani S., Luo Y., Guo Y., Wang M., Yu J., Zhang B., Kwong P.D., et al. Antibody resistance of SARS-CoV-2 variants B.1.351 and B.1.1.7. Nature. 2021;593:130–135. doi: 10.1038/s41586-021-03398-2. [DOI] [PubMed] [Google Scholar]
- 6.Mlcochova P., Kemp S.A., Dhar M.S., Papa G., Meng B., Ferreira I.A.T.M., Datir R., Collier D.A., Albecka A., Singh S., et al. SARS-CoV-2 B.1.617.2 Delta variant replication and immune evasion. Nature. 2021;599:114–119. doi: 10.1038/s41586-021-03944-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Wang G.L., Wang Z.Y., Duan L.J., Meng Q.C., Jiang M.D., Cao J., Yao L., Zhu K.L., Cao W.C., Ma M.J. Susceptibility of circulating SARS-CoV-2 variants to neutralization. N. Engl. J. Med. 2021;384:2354–2356. doi: 10.1056/NEJMc2103022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Altmann D.M., Boyton R.J., Beale R. Immunity to SARS-CoV-2 variants of concern. Science. 2021;371:1103–1104. doi: 10.1126/science.abg7404. [DOI] [PubMed] [Google Scholar]
- 9.Wang K., Jia Z., Bao L., Wang L., Cao L., Chi H., Hu Y., Li Q., Zhou Y., Jiang Y., et al. Memory B cell repertoire from triple vaccinees against diverse SARS-CoV-2 variants. Nature. 2022;603:919–925. doi: 10.1038/s41586-022-04466-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Schmidt F., Weisblum Y., Rutkowska M., Poston D., DaSilva J., Zhang F., Bednarski E., Cho A., Schaefer-Babajew D.J., Gaebler C., et al. High genetic barrier to SARS-CoV-2 polyclonal neutralizing antibody escape. Nature. 2021;600:512–516. doi: 10.1038/s41586-021-04005-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Cao Y., Wang J., Jian F., Xiao T., Song W., Yisimayi A., Huang W., Li Q., Wang P., An R., et al. Omicron escapes the majority of existing SARS-CoV-2 neutralizing antibodies. Nature. 2022;602:657–663. doi: 10.1038/s41586-021-04385-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Liu L., Iketani S., Guo Y., Chan J.F.W., Wang M., Liu L., Luo Y., Chu H., Huang Y., Nair M.S., et al. Striking antibody evasion manifested by the Omicron variant of SARS-CoV-2. Nature. 2022;602:676–681. doi: 10.1038/s41586-021-04388-0. [DOI] [PubMed] [Google Scholar]
- 13.Zhou T., Wang L., Misasi J., Pegu A., Zhang Y., Harris D.R., Olia A.S., Talana C.A., Yang E.S., Chen M., et al. Structural basis for potent antibody neutralization of SARS-CoV-2 variants including B.1.1.529. Science. 2022:eabn8897. doi: 10.1126/science.abn8897. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Cameroni E., Bowen J.E., Rosen L.E., Saliba C., Zepeda S.K., Culap K., Pinto D., VanBlargan L.A., De Marco A., di Iulio J., et al. Broadly neutralizing antibodies overcome SARS-CoV-2 Omicron antigenic shift. Nature. 2022;602:664–670. doi: 10.1038/s41586-021-04386-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Cele S., Jackson L., Khoury D.S., Khan K., Moyo-Gwete T., Tegally H., San J.E., Cromer D., Scheepers C., Amoako D.G., et al. Omicron extensively but incompletely escapes Pfizer BNT162b2 neutralization. Nature. 2022;602:654–656. doi: 10.1038/s41586-021-04387-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Carreño J.M., Alshammary H., Tcheou J., Singh G., Raskin A.J., Kawabata H., Sominsky L.A., Clark J.J., Adelsberg D.C., Bielak D.A., et al. Activity of convalescent and vaccine serum against SARS-CoV-2 Omicron. Nature. 2022;602:682–688. doi: 10.1038/s41586-022-04399-5. [DOI] [PubMed] [Google Scholar]
- 17.Planas D., Saunders N., Maes P., Guivel-Benhassine F., Planchais C., Buchrieser J., Bolland W.H., Porrot F., Staropoli I., Lemoine F., et al. Considerable escape of SARS-CoV-2 Omicron to antibody neutralization. Nature. 2022;602:671–675. doi: 10.1038/s41586-021-04389-z. [DOI] [PubMed] [Google Scholar]
- 18.Iketani S., Liu L., Guo Y., Liu L., Chan J.F.W., Huang Y., Wang M., Luo Y., Yu J., Chu H., et al. Antibody evasion properties of SARS-CoV-2 Omicron sublineages. Nature. 2022;604:553–556. doi: 10.1038/s41586-022-04594-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Baum A., Fulton B.O., Wloga E., Copin R., Pascal K.E., Russo V., Giordano S., Lanza K., Negron N., Ni M., et al. Antibody cocktail to SARS-CoV-2 spike protein prevents rapid mutational escape seen with individual antibodies. Science. 2020;369:1014–1018. doi: 10.1126/science.abd0831. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Dong J., Zost S., Greaney A., Starr T.N., Dingens A.S., Chen E.C., Chen R., Case B., Sutton R., Gilchuk P., et al. Genetic and structural basis for recognition of SARS-CoV-2 spike protein by a two-antibody cocktail. bioRxiv. 2021 doi: 10.1101/2021.01.27.428529. Preprint at. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Li C., Zhan W., Yang Z., Tu C., Hu G., Zhang X., Song W., Du S., Zhu Y., Huang K., et al. Broad neutralization of SARS-CoV-2 variants by an inhalable bispecific single-domain antibody. Cell. 2022;185:1389–1401.e18. doi: 10.1016/j.cell.2022.03.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Dougan M., Nirula A., Azizad M., Mocherla B., Gottlieb R.L., Chen P., Hebert C., Perry R., Boscia J., Heller B., et al. Bamlanivimab plus etesevimab in mild or moderate covid-19. N. Engl. J. Med. 2021;385:1382–1392. doi: 10.1056/NEJMoa2102685. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Loo Y.M., McTamney P.M., Arends R.H., Abram M.E., Aksyuk A.A., Diallo S., Flores D.J., Kelly E.J., Ren K., Roque R., et al. The SARS-CoV-2 monoclonal antibody combination, AZD7442, is protective in nonhuman primates and has an extended half-life in humans. Sci. Transl. Med. 2022;14:eabl8124. doi: 10.1126/scitranslmed.abl8124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Westendorf K., Žentelis S., Wang L., Foster D., Vaillancourt P., Wiggin M., Lovett E., van der Lee R., Hendle J., Pustilnik A., et al. LY-CoV1404 (bebtelovimab) potently neutralizes SARS-CoV-2 variants. Cell Rep. 2022;39:110812. doi: 10.1016/j.celrep.2022.110812. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Zhou Y., Liu Z., Li S., Xu W., Zhang Q., Silva I.T., Li C., Wu Y., Jiang Q., Liu Z., et al. Enhancement versus neutralization by SARS-CoV-2 antibodies from a convalescent donor associates with distinct epitopes on the RBD. Cell Rep. 2021;34:108699. doi: 10.1016/j.celrep.2021.108699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Cao Y., Yisimayi A., Jian F., Song W., Xiao T., Wang L., Du S., Wang J., Li Q., Chen X., et al. BA.2.12.1, BA.4 and BA.5 escape antibodies elicited by Omicron infection. Nature. 2022;608:593–602. doi: 10.1038/s41586-022-04980-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Liu Z., Xu W., Chen Z., Fu W., Zhan W., Gao Y., Zhou J., Zhou Y., Wu J., Wang Q., et al. An ultrapotent pan-beta-coronavirus lineage B (beta-CoV-B) neutralizing antibody locks the receptor-binding domain in closed conformation by targeting its conserved epitope. Protein Cell. 2022;13:655–675. doi: 10.1007/s13238-021-00871-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Muecksch F., Weisblum Y., Barnes C.O., Schmidt F., Schaefer-Babajew D., Lorenzi J.C.C., Flyak A.I., DeLaitsch A.T., Huey-Tubman K.E., Hou S., et al. Development of potency, breadth and resilience to viral escape mutations in SARS-CoV-2 neutralizing antibodies. bioRxiv. 2021 doi: 10.1101/2021.03.07.434227. Preprint at. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Gaebler C., Wang Z., Lorenzi J.C.C., Muecksch F., Finkin S., Tokuyama M., Cho A., Jankovic M., Schaefer-Babajew D., Oliveira T.Y., et al. Evolution of antibody immunity to SARS-CoV-2. Nature. 2021;591:639–644. doi: 10.1038/s41586-021-03207-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Sokal A., Chappert P., Barba-Spaeth G., Roeser A., Fourati S., Azzaoui I., Vandenberghe A., Fernandez I., Meola A., Bouvier-Alias M., et al. Maturation and persistence of the anti-SARS-CoV-2 memory B cell response. Cell. 2021;184:1201–1213.e14. doi: 10.1016/j.cell.2021.01.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Yuan M., Wang Y., Lv H., Tan T.J.C., Wilson I.A., Wu N.C. Molecular analysis of a public cross-neutralizing antibody response to SARS-CoV-2. Cell Rep. 2022;41:111650. doi: 10.1016/j.celrep.2022.111650. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Waterhouse A., Bertoni M., Bienert S., Studer G., Tauriello G., Gumienny R., Heer F.T., de Beer T.A.P., Rempfer C., Bordoli L., et al. SWISS-MODEL: homology modelling of protein structures and complexes. Nucleic Acids Res. 2018;46:W296–W303. doi: 10.1093/nar/gky427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Buchanan A., Clementel V., Woods R., Harn N., Bowen M.A., Mo W., Popovic B., Bishop S.M., Dall'Acqua W., Minter R., et al. Engineering a therapeutic IgG molecule to address cysteinylation, aggregation and enhance thermal stability and expression. mAbs. 2013;5:255–262. doi: 10.4161/mabs.23392. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Fang Y., Sun P., Xie X., Du M., Du F., Ye J., Kalveram B.K., Plante J.A., Plante K.S., Li B., et al. An antibody that neutralizes SARS-CoV-1 and SARS-CoV-2 by binding to a conserved spike epitope outside the receptor binding motif. Sci. Immunol. 2022;7:eabp9962. doi: 10.1126/sciimmunol.abp9962. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Pinto D., Park Y.J., Beltramello M., Walls A.C., Tortorici M.A., Bianchi S., Jaconi S., Culap K., Zatta F., De Marco A., et al. Cross-neutralization of SARS-CoV-2 by a human monoclonal SARS-CoV antibody. Nature. 2020;583:290–295. doi: 10.1038/s41586-020-2349-y. [DOI] [PubMed] [Google Scholar]
- 36.Nutalai R., Zhou D., Tuekprakhon A., Ginn H.M., Supasa P., Liu C., Huo J., Mentzer A.J., Duyvesteyn H.M.E., Dijokaite-Guraliuc A., et al. Potent cross-reactive antibodies following Omicron breakthrough in vaccinees. Cell. 2022;185:2116–2131.e18. doi: 10.1016/j.cell.2022.05.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.VanBlargan L.A., Errico J.M., Halfmann P.J., Zost S.J., Crowe J.E., Jr., Purcell L.A., Kawaoka Y., Corti D., Fremont D.H., Diamond M.S. An infectious SARS-CoV-2 B.1.1.529 Omicron virus escapes neutralization by therapeutic monoclonal antibodies. Nat. Med. 2022;28:490–495. doi: 10.1038/s41591-021-01678-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Kramer K.J., Johnson N.V., Shiakolas A.R., Suryadevara N., Periasamy S., Raju N., Williams J.K., Wrapp D., Zost S.J., Walker L.M., et al. Potent neutralization of SARS-CoV-2 variants of concern by an antibody with an uncommon genetic signature and structural mode of spike recognition. Cell Rep. 2021;37:109784. doi: 10.1016/j.celrep.2021.109784. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Wang K., Jia Z., Bao L., Wang L., Cao L., Chi H., Hu Y., Li Q., Zhou Y., Jiang Y., et al. Memory B cell repertoire from triple vaccinees against diverse SARS-CoV-2 variants. Nature. 2022;603:919–925. doi: 10.1038/s41586-022-04466-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Xia S., Liu M., Wang C., Xu W., Lan Q., Feng S., Qi F., Bao L., Du L., Liu S., et al. Inhibition of SARS-CoV-2 (previously 2019-nCoV) infection by a highly potent pan-coronavirus fusion inhibitor targeting its spike protein that harbors a high capacity to mediate membrane fusion. Cell Res. 2020;30:343–355. doi: 10.1038/s41422-020-0305-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Ye J., Ma N., Madden T.L., Ostell J.M. IgBLAST: an immunoglobulin variable domain sequence analysis tool. Nucleic Acids Res. 2013;41:W34–W40. doi: 10.1093/nar/gkt382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Brochet X., Lefranc M.P., Giudicelli V. IMGT/V-QUEST: the highly customized and integrated system for IG and TR standardized V-J and V-D-J sequence analysis. Nucleic Acids Res. 2008;36:W503–W508. doi: 10.1093/nar/gkn316. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Pettersen E.F., Goddard T.D., Huang C.C., Couch G.S., Greenblatt D.M., Meng E.C., Ferrin T.E. UCSF Chimera--a visualization system for exploratory research and analysis. J. Comput. Chem. 2004;25:1605–1612. doi: 10.1002/jcc.20084. [DOI] [PubMed] [Google Scholar]
- 44.Sanchez-Garcia R., Gomez-Blanco J., Cuervo A., Carazo J.M., Sorzano C.O.S., Vargas J. DeepEMhancer: a deep learning solution for cryo-EM volume post-processing. Commun. Biol. 2021;4:874. doi: 10.1038/s42003-021-02399-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Wang Q., Michailidis E., Yu Y., Wang Z., Hurley A.M., Oren D.A., Mayer C.T., Gazumyan A., Liu Z., Zhou Y., et al. A combination of human broadly neutralizing antibodies against hepatitis B virus HBsAg with distinct epitopes suppresses escape mutations. Cell Host Microbe. 2020;28:335–349.e6. doi: 10.1016/j.chom.2020.05.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Zhou Y., Liu Z., Wang Z., Zhang Q., Mayer C.T., Schoofs T., Nussenzweig M.C., de Jong Y.P., Wang Q. Single-cell sorting of HBsAg-binding memory B cells from human peripheral blood mononuclear cells and antibody cloning. STAR Protoc. 2020;1:100129. doi: 10.1016/j.xpro.2020.100129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Mastronarde D.N. Automated electron microscope tomography using robust prediction of specimen movements. J. Struct. Biol. 2005;152:36–51. doi: 10.1016/j.jsb.2005.07.007. [DOI] [PubMed] [Google Scholar]
- 48.Wu C., Huang X., Cheng J., Zhu D., Zhang X. High-quality, high-throughput cryo-electron microscopy data collection via beam tilt and astigmatism-free beam-image shift. J. Struct. Biol. 2019;208:107396. doi: 10.1016/j.jsb.2019.09.013. [DOI] [PubMed] [Google Scholar]
- 49.Zheng S.Q., Palovcak E., Armache J.P., Verba K.A., Cheng Y., Agard D.A. MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy. Nat. Methods. 2017;14:331–332. doi: 10.1038/nmeth.4193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Zivanov J., Nakane T., Forsberg B.O., Kimanius D., Hagen W.J., Lindahl E., Scheres S.H. New Tools for Automated High-Resolution Cryo-EM Structure Determination in RELION-3. Elife. 2018;7 doi: 10.7554/eLife.42166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Zhang K. Gctf: real-time CTF determination and correction. J. Struct. Biol. 2016;193:1–12. doi: 10.1016/j.jsb.2015.11.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Punjani A., Rubinstein J.L., Fleet D.J., Brubaker M.A. cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination. Nat. Methods. 2017;14:290–296. doi: 10.1038/nmeth.4169. [DOI] [PubMed] [Google Scholar]
- 53.Asarnow D., Palovcak E., Cheng Y. 2019. UCSF Pyem v0.5. Zenodo. [DOI] [Google Scholar]
- 54.Emsley P., Lohkamp B., Scott W.G., Cowtan K. Features and development of coot. Acta Crystallogr. D Biol. Crystallogr. 2010;66:486–501. doi: 10.1107/S0907444910007493. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Afonine P.V., Poon B.K., Read R.J., Sobolev O.V., Terwilliger T.C., Urzhumtsev A., Adams P.D. Real-space refinement in PHENIX for cryo-EM and crystallography. Acta Crystallogr. D Struct. Biol. 2018;74:531–544. doi: 10.1107/S2059798318006551. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Pettersen E.F., Goddard T.D., Huang C.C., Meng E.C., Couch G.S., Croll T.I., Morris J.H., Ferrin T.E. UCSF ChimeraX: structure visualization for researchers, educators, and developers. Protein Sci. 2021;30:70–82. doi: 10.1002/pro.3943. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
-
•
Data reported in this paper will be shared by the lead contact upon request. The XG005-related complex structures (PDB accession numbers: 7V26, 7YD0, 7YCY, 7YCZ, 7YD1) reported in this paper are publicly available as of the date of publication.
-
•
This paper does not report original code.
-
•
Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.