Summary
SARS-CoV-2 variants evade current monoclonal antibody therapies. Bispecific antibodies (bsAbs) combine the specificities of two distinct antibodies taking advantage of the avidity and synergy provided by targeting different epitopes. Here we used controlled Fab-arm exchange to produce bsAbs that neutralize SARS-CoV and SARS-CoV-2 variants, including Omicron and its subvariants, by combining potent SARS-CoV-2-specific neutralizing antibodies with broader antibodies that also neutralize SARS-CoV. We demonstrated that the parental antibodies rely on avidity for neutralization using bsAbs containing one irrelevant Fab arm. Using mass photometry to measure the formation of antibody:spike complexes, we determined that bsAbs increase binding stoichiometry compared to corresponding cocktails, without a loss of binding affinity. The heterogeneous binding pattern of bsAbs to spike, observed by negative-stain electron microscopy and mass photometry provided evidence for both intra- and inter-spike crosslinking. This study highlights the utility of cross-neutralizing antibodies for designing bivalent agents to combat circulating and future SARS-like coronaviruses.
Subject areas: Immunology, Virology, Structural biology
Graphical abstract
Highlights
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Antiviral bispecific antibodies (bsAbs) can be generated with controlled Fab-arm exchange
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Most SARS-CoV-2 antibodies require bivalent binding for efficient neutralization
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BsAbs can combine breadth and potency of parental antibodies
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BsAbs bind sarbecovirus spikes with higher stoichiometries than corresponding cocktails
Immunology; Virology; Structural biology
Introduction
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the cause of the ongoing COVID-19 pandemic, which has up until now resulted in more than 625 million cases and 6.5 million deaths worldwide (https://covid19.who.int/). SARS-CoV-2 has a lower infection fatality rate but is considerably more transmissible than severe acute respiratory coronavirus (SARS-CoV), which caused a smaller outbreak around 2003.1 Both viruses belong to the Sarbecovirus subgenus of the family Coronaviridae.2 Highly effective SARS-CoV-2 vaccines have been deployed, but there is an inevitable need to develop additional treatment options, especially for certain risk groups, such as immunocompromised adults. Monoclonal antibodies (mAbs) represent some of the most promising candidates for prophylaxis and therapy against viral infections since their safety and efficacy have been repeatedly shown, e.g. for prevention of respiratory syncytial virus (RSV) infection in premature infants3 and in successfully controlling the Ebola virus epidemic in 2018.4,5
Numerous potent neutralizing antibodies (NAbs) have been isolated from COVID-19 convalescent patients and extensively characterized.6,7,8,9,10,11,12,13,14,15,16 The majority of these NAbs target the receptor binding domain (RBD) of the trimeric spike (S) protein (S-trimer), the main glycoprotein on the viral surface, which both SARS-CoV and SARS-CoV-2 use to bind their host receptor, angiotensin-converting enzyme 2 (ACE2). Antibodies can utilize their two Fab arms to simultaneously bind one or two of the three RBDs on one S-trimer.17 Some of the most potent SARS-CoV-2 NAbs target the receptor binding motif (RBM) of the RBD, an area in direct contact with ACE2.15 However, only 8 of the 17 contact residues (47%) in the RBM are conserved between SARS-CoV and SARS-CoV-2.18 Thus, the activity of RBM-specific NAbs is likely to be affected by frequently occurring mutations in this region.19,20
In late 2020, SARS-CoV-2 mutational variants of concern (VOC) started emerging that contained mutations in the RBD, which rendered these VOCs (partially) resistant to several earlier obtained neutralizing antibodies21 and decreased the efficiency of current vaccines and therapeutic mAbs.22,23,24,25 Of particular note was the Beta (B.1.351) VOC, that first showed significant immune escape from serum neutralizing antibodies due to an E484K mutation in the RBD, in combination with N501Y, which was previously described in Alpha.22,26 Later Delta (B.1.617.2) displayed increased transmissibility and pathogenicity to an extent where it rapidly became the prevalent circulating isolate.27 Since late 2021, we have witnessed a rapid spread of the Omicron (B.1.1.529) VOC, which has since split into several sublineages.28,29,30 The initial Omicron wave was caused by the BA.1 strain, which, compared to the ancestral strain (Wuhan-Hu-1) contains 32 spike mutations: 15 in the RBD of which 9 in the region of direct contact with ACE2.31,32 Around the same time, the BA.2 strain was reported, which quickly took over in many countries, and more recently BA.4 and BA.5, which probably evolved from BA.2, have started to circulate and become globally dominant.30,33 BA.2 has additional mutations not present in BA.1, while it lacks others. BA.4 and BA.5 share the same RBD mutations (therefore we address this VOC as BA.4/5), namely L452R (also present in Delta), F486V and wild-type amino acid at position Q493 on top of the mutations reported for BA.2.34 The accumulated RBD mutations have greatly diminished the efficacy in preventing infections of available vaccines while most NAbs, including those in clinical use or in development, are rendered partly or completely ineffective.25,33,34,35,36
One way to evade viral escape is by using a cocktail of antibodies with different specificities to simultaneously target multiple epitopes on the S-trimer. Indeed, in some cases, antibody cocktails where two antibodies showed synergy prevented mutational escape observed with the individual NAbs.37,38,39,40 Another way to achieve synergy is to create multivalent constructs, such as bispecific antibodies (bsAbs) which contain two different Fab arms that target different spike epitopes. This approach has several advantages. First, bsAbs have shown improved resistance to emerging SARS-CoV-2 variants compared to monospecific NAbs.41,42,43,44,45,46 Second, the avidity of a bsAb could give additional benefits by utilizing binding mechanisms often not available to monospecific bivalent mAbs, such as crosslinking two RBDs on one spike (intra-spike) or crosslinking two adjacent spikes on the virion (inter-spike). Third, the development of a single molecule for clinical use might have practical advantages over producing multiple ones for use in a cocktail.
Here, we used a straightforward method to produce several immunoglobulin G (IgG)-like bsAbs from individual NAbs isolated from SARS-CoV-2 Wuhan-Hu-1 infected individuals in early 2020.8 We generated bsAbs by combining potent and highly specific SARS-CoV-2 RBM targeting NAbs COVA2-15 and COVA1-18 with COVA1-16 and COVA2-02, which are less potent but cross-react with SARS-CoV. COVA2-15 can bind both “up” and “down” RBD8 while COVA1-18 was shown to protect against SARS-CoV-2 Wuhan-Hu-1 infection in cynomolgus macaques.47 COVA1-16 binds a highly conserved non-RBM epitope but is still able to sterically block ACE2 binding.48 COVA2-02 is a less studied NAb targeting a distinct RBD epitope outside of the RBM. Notably, COVA1-16 largely retained its neutralization potency against previously tested SARS-CoV-2 VOCs; while COVA1-18 and COVA2-15 did not neutralize or had significantly (>100-fold) reduced potency against Beta.22,49 Overall, our observations on the different binding and neutralization properties of the here generated bsAbs and their monospecific counterparts may contribute to the development of rationally designed antibody-based immunotherapies.
Results
Generation of SARS-CoV-2 bsAbs using cFAE
Well-suited candidates to use as part of multivalent constructs are cross-neutralizing Abs that can neutralize different sarbecoviruses and usually target more conserved areas outside of the RBM. They are relatively rare in comparison with NAbs with narrow specificity, but some of those described have the significant advantage of greater breadth and resistance to viral mutations.50,51,52 As candidates for the generation of our bsAb constructs we chose two such antibodies, COVA1-16 and COVA2-02, in combination with our most potent SARS-CoV-2 NAbs, COVA1-18, and COVA2-15, that are both RBM-binders (Figure 1A). We used controlled Fab-arm exchange (cFAE), an efficient method to rapidly produce bsAbs from two parental IgG1 using a redox reaction.53 The parental IgG1 molecules contain a single mutation in the fragment crystallizable (Fc) region of each antibody (either F405L or K409R) to enable heterodimerization and retain correct heavy-light chain pairing after assembly (Figure 1B53,54). To ensure that F405L and K409R mutations and the cFAE production do not affect Fc effector functions, we performed antibody-dependent cellular phagocytosis (ADCP) and antibody-dependent cellular trogocytosis (ADCT) assays. The introduced mutations did not adversely affect ADCP and ADCT activity, as we measured similar counts across the panel of antibodies tested, including the monospecific Abs with or without CH3 mutations, and the cFAE bsAbs studied here (Figures S1A and S1B). Furthermore, introducing either F405L or the K409R mutations did not affect pseudovirus neutralization (Figure S1C). In the remainder of the study, we used antibodies with either F405L or K409R as monospecific Ab controls, and for the sake of brevity, in all figures and text these mutants are labeled only by their COVA names.
To test whether cFAE yielded dual-specific antibodies and not a cocktail of monospecific antibodies we used binding enzyme-linked immunosorbent assay (ELISA) and biolayer interferometry (BLI). We exploited the difference in light chain isotype and binding specificity of COVA2-02 (κ light chain, and binds to Wuhan-Hu-1 and SARS-CoV RBD) and COVA1-18 (λ light chain, only binds to Wuhan-Hu-1 RBD). SARS-CoV RBD was immobilized on the ELISA plate and incubated with the monospecific antibodies, a 1:1 cocktail of COVA2-02 and COVA1-18 or COVA2-02/1–18 bsAb. After detection with secondary antibodies specific for either the κ or λ light chain, only the bsAb showed a measurable ELISA signal for both anti-κ and anti-λ, confirming the dual specificity of the bsAb (Figure 1C). For Octet, we first produced a “dead arm” bsAb by pairing COVA1-18 with HC84.26, an antibody that binds the E2 glycoprotein of the hepatitis C virus.55 We then loaded E2 on the BLI sensor, followed by the bsAb, or its parental monospecific controls, and subsequently the Wuhan-Hu-1 S protein. As expected, only the bsAb showed binding to both proteins in this assay (Figure 1D). These results confirmed that cFAE yielded bonafide bsAbs.
COVA RBD antibodies rely on avidity for strong binding
Previous studies comparing full IgGs with single Fabs suggest that RBD-targeting NAbs COVA1-16 and COVA1-18 need bivalency for strong binding and neutralization.17,47,48 To corroborate these results and determine the influence of bivalency on binding and neutralization potency of all NAb candidates, we produced additional “dead arm” bsAbs by combining COVA-16, COVA2-02, and COVA2-15 with HCV-specific HC84.26. These constructs have the size of an IgG but essentially act as single Fabs, with all potential avidity effects of a fully functional bivalent IgG being eliminated. We compared the binding of the bsAbs containing one irrelevant arm (IgG+-) with their parental counterparts (IgG++) to S proteins of Wuhan-Hu-1, Beta, and SARS-CoV by BLI (Figure 1E). As expected, IgG+- NAbs showed lower binding to Wuhan-Hu-1 S protein than the parental antibodies. This effect was most pronounced for COVA1-16, COVA1-18, and COVA2-02, whereas for COVA2-15 the binding for IgG++ and IgG+- was comparable. This effect was even more pronounced for Beta S, where COVA1-16 and COVA2-02 IgG++ displayed relatively high binding which was substantially decreased for IgG+-, whereas binding of COVA2-15 IgG++ and IgG+- to Beta S was comparable. As previously reported,49 COVA1-18 did not bind to Beta S. IgG+- versions of cross-reactive COVA1-16 and COVA2-02 showed slightly lower binding to SARS-CoV S than their IgG++ counterparts, while COVA2-15 and COVA1-18 did not bind SARS-CoV S. These results indicate that COVA NAbs, in particular COVA1-16, COVA2-02, and COVA1-18, need avidity for strong binding to their target.
BsAbs retain binding to sarbecovirus S proteins
We then performed BLI binding measurements of bsAbs COVA1-16/2-02, COVA1-16/2–15, and COVA2-02/2–15 to SARS-CoV-2 Wuhan-Hu-1, Beta, and SARS-CoV S proteins. We did not continue testing COVA1-18, because of it is limited binding breadth (Figure 1E). All three bsAbs retained binding to the Wuhan-Hu-1, Beta, and SARS-CoV S protein (Figure 1F) and both bsAbs containing COVA2-02 showed substantial binding to SARS-CoV S, despite the COVA2-15 arm not contributing to this interaction.
Next, we used negative stain electron microscopy (NS-EM) to study the binding mode of the bsAbs to Wuhan-Hu-1 S. We observed intra-spike binding to the RBD for COVA1-16/2-02, COVA1-16/2–15, and COVA2-02/2–15 (Figure 1G). Interestingly, 2D classes of COVA1-16/2–15 and COVA2-02/2–15 bsAbs showed a wide array of crosslinked poses and antibody stoichiometries, indicating their ability to also bind two spikes simultaneously (inter-spike avidity). Conversely, COVA1-16/2-02 did not display any crosslinking phenotypes. Both COVA1-16/2-02 and COVA2-02/2–15 showed signs of trimer degradation (Figure 1G). Due to these variabilities, only some particles converged into stable 3D maps. The similarities between COVA1-16/2–15 and COVA2-02/2–15 suggest the COVA2-15 arm is the main contributing factor to the observed avidity effects. All antibodies bound to the RBD, which was confirmed by fitting PDB model 6VYB (1 RBD-up) into the 3D refinements. The 3D refinement of COVA1-16/2–15 showed one fab arm binding to RBD-up and the other to RBD-down, while COVA2-02/2–15 showed a fab binding to RBD-up. However, since these 3D refinements represent only particles that converged in 3D, we presume that the antibodies can bind to both RBD conformations.
COVA IgG++ and IgG+- NAbs bind the SARS-CoV-2 S protein with diverse stoichiometries
To further assess the binding characteristics of the monospecific IgGs, corresponding “dead arm” bsAbs and the bsAbs we used mass photometry (MP). This single particle mass analysis technique allows for accurate measurements of the highly heterogeneous complexes formed after incubation of antibodies with SARS-CoV-2 Wuhan-Hu-1 soluble S-trimer.17,56,57 The measured mass histograms reveal distinct peaks which directly translate to particles representing certain Ab to S binding preferences (e.g. 1:1, 2:1 IgG:S-trimer stoichiometry). Several factors may influence the predominant binding stoichiometry of a particular IgG: the fact that an S-trimer contains three RBD domains, each of which can occupy an “up” or “down” state, the potential of steric hindrance in the binding interaction, and the ability of a bivalent antibody to use avidity in binding, thereby crosslinking multiple domains of the S-trimer simultaneously. As previously shown COVA NAbs have different preferences of binding stoichiometries to the S-trimer (e.g. COVA1-18 has a 1:1 and COVA2-15 a 2:1 binding preference), and these are seemingly uncorrelated to the affinity and neutralization potency of the respective antibodies.17 Here we repeated and confirmed the measurements for COVA1-18 and COVA2-15 and determined that IgG++ COVA1-16 binds predominantly with a 1:1 IgG:S-trimer stoichiometry, while COVA2-02 preferentially binds with a 2:1 stoichiometry (Figure 2A). We observed an increase in free spike for COVA1-16, COVA2-02, and COVA1-18 IgG+- (Figure 2A), but not for COVA2-15 IgG+-, which is in line with the differences observed in biolayer interferometry (BLI) for these antibodies (Figure 1E). Additionally, for COVA2-02 and COVA2-15 IgG+- we observed an increase in apparent stoichiometry from ∼2 to ∼3 Abs per spike, with a Poisson-like distribution between the different stoichiometries (Figure 2A). The loss of affinity for IgG+- COVA1-16, COVA2-02, and COVA1-18 compared to IgG++ indicates these mAbs are dependent on intra-spike avidity for successful binding. On the other hand, the lower stoichiometry of IgG++ compared to IgG+- suggests that conventional COVA2-15 uses both arms to bind multiple RBDs in a single spike, meaning it can also utilize intra-spike avidity, but as there is no loss of affinity for COVA2-15 IgG+-, this is not crucial for robust binding. The distribution of particles for each measured IgG bound to the S-trimer, as well as for their “dead arm” counterparts is summarized as a heatmap in Figure 2B. We here show that the SARS-CoV-2 NAbs included in this study use intra-spike avidity for efficient binding, i.e. we confirm they utilize both Fab arms to reach their binding potential.
BsAbs bind with higher stoichiometries to SARS-CoV-2 and SARS-CoV S proteins
Next, we used MP to determine the binding behavior of the developed bsAbs to the SARS-CoV-2 (Wuhan-Hu-1) S-trimer, in comparison to the parental IgGs and 1:1 cocktails of the parental IgGs. We observed a single peak at the expected size of a human IgG1 (∼150 kDa) for all bsAbs when no S protein was added indicating that the cFAE process did not result in antibody aggregation (Figure S2).
When measuring a 1:1 cocktail of monospecific antibodies, the predominant stoichiometry is 2:1 IgG:S-trimer for all mixtures (Figures 2C and 2D). However, when measuring COVA1-16/2-02, COVA1-16/2–15, and COVA2-02/2–15 bsAbs, we observed a 3:1 stoichiometry, which was not observed for any of the original COVA mAbs (this study and17) (Figures 2C and 2D). A 3:1 binding stoichiometry could be consistent with three bsAbs using one arm each resulting in three of the six potential epitopes being occupied, or with cooperative binding by the three antibodies using both arms, in which case up to six epitopes could be occupied. Another explanation might be that these bsAbs use non-direct avidity or a ligand rebinding mechanism,58 meaning they let go with one arm, but quickly latch on again targeting a different epitope. A smaller proportion of the observed complexes (∼15%) represented 4 IgG’s bound to 1 S protein. Again, this could represent 4 antibodies binding with one arm, but may also be consistent with crosslinking two epitopes of the same RBD, something observed before with other SARS-CoV-2 bsAbs.42 The stoichiometry did not increase for bsAb COVA1-18/2–15 compared to monospecific COVA2-15 (Figure 2A), probably because both arms of this antibody target roughly the same epitope (the RBM of the RBD). Interestingly, we observed various distinct particles with masses above 1500 kDa for the COVA1-16/2–15 and COVA2-02/2–15 bsAbs and the corresponding cocktails, which likely represent complexes of two or three S-trimers crosslinked by the antibodies (Figure S3). However, these larger complexes were hardly detected for COVA1-16/2-02 bsAb or the corresponding cocktail. This suggests that the COVA2-15 arm may induce inter-spike binding, corroborating the findings from NS-EM (Figure 1G).
Additionally, we used MP to determine the binding stoichiometries of the mAbs and bsAbs to the S-trimer of Beta (Figure 2E) and SARS-CoV (Figure 2F). COVA2-02 and COVA2-15 displayed a stoichiometry close to 0:1 indicating that both antibodies only bind weakly to Beta S, while COVA1-16 retained its binding against this VOC, with a predominantly 1:1 IgG:S-trimer stoichiometry. However, combining COVA1-16 with COVA2-02 or COVA2-15 as bsAbs improved binding to Beta S as we observed an increase to 1:1 stoichiometry for both bsAbs and minor proportions of higher occupancies (2:1 or 3:1) (Figure 2E). As expected, we did not observe the binding of COVA2-15 to the SARS-CoV S protein (0:1 stoichiometry). While most of COVA1-16 did not bind SARS-CoV S, ∼30% did bind (1:1) (Figure 2F). In contrast, the binding of COVA2-02 was heterogeneous, yielding a mix of 1:1 and 2:1 IgG:S-trimer stoichiometries. Combining COVA2-02 with COVA1-16 or COVA2-15 in a bsAb increased SARS-CoV S occupancy to 2 or 3 bsAbs bound per S. This indicates that combining cross-neutralizing antibodies, such as COVA2-02 with other mAbs in a bsAb changes the number of potential binding mechanisms.
COVA mAbs utilize both arms for potent neutralization
Next, we tested the neutralization activity of the different mAb versions against a panel of pseudoviruses. The mutations present in the RBD of the S protein that could affect the antibody neutralization potency are summarized in Figure 3A.
First, we tested if “dead arm” bsAbs lose neutralization potency compared to conventional mAbs. The non-RBM targeting mAbs COVA1-16 and COVA2-02 lost neutralizing activity against Wuhan-Hu-1, Beta, and SARS-CoV completely when one arm was paired with HC84.26 (IgG+-) (Figure 3B). Potent RBM-targeting mAbs COVA2-15 and COVA1-18 with IC50’s of 1–2 ng/mL against Wuhan-Hu-1, retained the capacity to neutralize Wuhan-Hu-1 pseudovirus as “dead arm” bsAbs but were 11-fold and 30-fold less potent, respectively. Interestingly, COVA2-15, while being significantly (∼190-fold) weakened by the mutations present in the Beta variant, has the same potency against this VOC as an IgG++ and IgG+- (Figures 3B and S4A). COVA1-18 did not neutralize SARS-CoV or strains that harbor the E484K mutation including Beta, either as IgG++ or IgG+-. Overall, replacing one of the arms of a COVA IgG with an irrelevant Fab resulted in a significant reduction in neutralization potency.
BsAbs combine the neutralization potency and breadth of parental antibodies
To evaluate the neutralizing activity of the bsAbs, we compared the breadth and potency of their monospecific counterparts in pseudovirus neutralization assays against SARS-CoV-2 (Wuhan-Hu-1), the main mutational variants (D614G, Alpha, Beta, Gamma, Delta, Omicron BA.1, BA.2, and BA.4/5), as well as SARS-CoV.
Monospecific COVA1-16 showed broad neutralization activity with IC50 values of 0.04–0.08 μg/mL against Wuhan-Hu-1 and mutational variants D614G, Alpha, Beta, Gamma, and Delta, consistent with earlier findings.8,48,49 It was also active against Omicron and its subvariants, albeit with significantly higher IC50 values (1.7–7.1 μg/mL) (Figures 3C, 3D, and S4C). COVA2-02 neutralizes SARS-CoV with similar potency as COVA1-16 (IC50 of 0.3–0.6 μg/mL), but only weakly neutralizes SARS-CoV-2 and its variants, including Omicron (IC50 values around 10 μg/mL), which is notable considering this NAb was isolated from a SARS-CoV-2 Wuhan-Hu-1 infected individual. On the other hand, COVA2-15 potently neutralized Wuhan-Hu-1, D614G, and Alpha, had reduced activity against Beta, Gamma, and Delta, but did not neutralize Omicron BA.1, BA.2, BA.4/5, or SARS-CoV. COVA1-18 did not neutralize Beta or SARS-CoV in previous experiments (35, Figures 3B and S4A), and was thus not tested against additional SARS-CoV-2 variants.
The COVA1-16/2-02 bsAb was more potent than COVA2-02 alone and overall slightly less potent than COVA1-16 alone (0.5- to 6-fold) and consistently neutralized all tested viruses with an IC50 of 0.1–0.4 μg/mL to most variants, apart from Omicron BA.1 (3.5 μg/mL), BA.2 (9.8 μg/mL), and BA.4/5 (5.6 μg/mL) (Figures 3C, 3D, and S4C). Combining COVA1-16 with COVA2-15 in a bsAb increased the potency in relation to COVA1-16 alone and broadened the response in relation to COVA2-15 (Figures 3D and S4C) and potently neutralized most SARS-CoV-2 variants (IC50’s of 0.02–0.006 μg/mL) and SARS-CoV (3.8 μg/mL), but exhibited weak neutralization of Omicron BA.1 (17.2 μg/mL) and BA.4/5 (15.5 μg/mL). Interestingly, while not being very potent against Omicron BA.2 (IC50 of 4.4 μg/mL), it had slightly better activity against this VOC than each of its components individually (1.6 and 2.7-fold) or a cocktail of the parental antibodies (4-fold). Similarly, we observed that COVA2-02/2–15 bsAb combined the breath of COVA2-02 and the potency of COVA2-15, and neutralized Wuhan-Hu-1, D614G and Alpha efficiently (IC50s of 0.02–0.007 μg/mL), was weaker (IC50 of 0.2–0.4 μg/mL) against Beta, Gamma, and Delta, showed very weak activity against Omicron BA.2 and BA.4/5 (IC50s of 12 and 18 μg/mL, respectively) and no activity against Omicron BA.1. Notably, this bsAb had a higher potency against some variants than either of its parental antibodies. For example, COVA2-02/2–15 neutralized Delta with an IC50 of 0.4 μg/mL, compared to 5 μg/mL and 1.5 μg/mL for COVA2-02 and COVA2-15, respectively (Figure S4C). Furthermore, COVA2-02/2–15 also retained neutralizing activity against SARS-CoV, despite having one of its arms replaced by COVA2-15, which is not able to neutralize this virus as a monospecific mAb (Figures 3C, 3D, and S4C). We also tested cocktails of the two parental monospecific antibodies (1:1 mix) (Figures S4B and S4C). Overall, the cocktails showed similar breadth and potency compared to the bsAbs with some exceptions. For example, COVA2-02/2–15 bsAb was 4-fold more potent than the corresponding COVA2-02+ COVA2-15 cocktail against Delta (Figures 3C, S4B, and S4C), while a cocktail of COVA1-16+ COVA2-02 was 4-fold more potent than the corresponding COVA1-16/2-02 bsAb against Gamma (Figure S4C). The results were corroborated when tested in neutralization assay using authentic SARS-CoV-2 (Wuhan-Hu-1, Beta, and Gamma) (Figures S5A and S5B), although the neutralization IC50 values were higher for all antibodies and antibody combinations compared to the pseudovirus assays (Figure S5C). However, pseudovirus assay results correlated strongly with authentic virus neutralization (Figure S5D). In summary, combining the three monospecific RBD-specific NAbs as bsAbs increases their individual neutralizing potential.
Discussion
The COVID-19 pandemic has increased demand for developing NAb formulations to be deployed as therapeutics, especially in immunocompromised patients, and to inform future vaccine design. With the continuing emergence of variants that accumulate mutations that often cf. NAb resistance, it is clear that future formulations need to focus on increasing neutralizing breadth to remain effective. For example, some potent mAb (cocktail) therapies such as casirivimab/imdevimab (REGN-COV2) or bamlanivimab/etesevimab (Eli Lilly) which (partly) target non-conserved epitopes in the RBD have become ineffective against Omicron and its subvariants.59,60 A solution to counter immune escape beforehand is to select pan-sarbeco NAbs that target more conserved epitopes such as Sotrovimab/S30951, COVA1-16, and COVA2-02 that neutralize SARS-CoV and SARS-CoV-2. These mAbs retained activity against most VOCs, although the potency against Omicron and its subvariants was lower.61 In contrast, potent SARS-CoV-2 NAbs COVA1-18 and COVA2-15 did not neutralize SARS-CoV and also showed diminished neutralization against most VOCs, indicating that SARS-CoV neutralization might be a proxy for broader SARS-CoV-2 neutralization.
We describe the generation of several bispecific antibodies which combine the specificities of cross-reacting COVA1-16 and COVA2-02 and highly potent COVA2-15. These bsAbs neutralized all tested SARS-CoV-2 variants, albeit with a lowered potency in some cases, in particular against Omicron. Additionally, both COVA1-16/2–15 and COVA2-02/2–15 retained SARS-CoV neutralization. We demonstrate the potential of multivalent constructs (in this case bsAbs) to combine the breadth, potency, and antigenic specificity of their monospecific components, and in some cases exhibit synergistic activity, e.g. COVA2-02/2–15 has a greater neutralization potency against Delta than COVA2-02 and COVA2-15 individually or a 1:1 cocktail of COVA2-02 and COVA2-15.
To gain insight into the binding mechanisms used by these bsAbs, we compared their binding stoichiometries on the S trimer to corresponding 1:1 cocktails of parental mAbs using MP. Interestingly, while bsAbs and cocktails showed very similar neutralization potencies, we observed higher binding stoichiometries for bsAbs compared to cocktails. If assumed that the binding of each Fab is independent, then cocktails should show the same binding behavior as bsAbs, since there is an equal amount of total Fab arms in both bsAb and cocktail preparations. Therefore, the differences in binding stoichiometry between cocktails and bsAbs can be directly attributed to the dependence on the connectivity of the two different arms, i.e., avidity. We also observed higher stoichiometries for the COVA “dead arm” bsAbs, which act as functional Fabs (Figures 2A and 2B), but an increased proportion of unbound S protein (indicating decreased affinity) which is not observed for the bsAbs. This suggests that while the bsAbs contain two separate Fabs, intra-spike avidity afforded by having the two Fabs in a single IgG allows for increased affinity and neutralizing potency, which gives bsAbs a potential advantage over monospecific Abs or cocktails.
Additionally, NS-EM analysis suggests COVA1-16/2–15 and COVA2-02/2–15, but not COVA1-16/2-02, are able to simultaneously bind two S proteins and thus (at least partly) rely on inter-spike avidity for binding. MP measurements also showed that bsAbs having one COVA2-15 arm contain a minor proportion of complexes consisting of two S proteins bound to one or more bsAbs (Figure S3B). Larger proportions of inter-spike connected complexes were observed for the corresponding cocktails, which might be explained by steric clashes of the monospecific components that inhibit intra-spike binding and force one arm to bind another S-trimer. In contrast, for the bsAbs we observe less of these complexes and a decrease in free S compared to cocktails, which might be attributed to increased avidity due to intra-spike binding.
We conclude that by combining Abs such as COVA1-16 and COVA2-02, which need bivalency for strong binding and neutralization, with COVA2-15, that is less affected by the removal of one Fab arm and is able to bind both “up” and “down” RBD,8 more binding options can be achieved (more stoichiometries and the possibility of both intra- and inter-spike avidity).
The method used here to make bsAbs (cFAE) allows for rapid generation of human IgG1-like bsAbs from any antibody pair and is applicable to larger-scale manufacturing,53 making it a straightforward way to rapidly deploy new bsAb candidates to combat the pandemic. This is especially important as we see the viral escape of newer variants drive mAb formulations to lower potency or ablation, for example, COVA1-18 and COVA2-15 against the Omicron variants. The cFAE method provides the opportunity to rapidly screen many bsAbs sourced from different Abs in a matrix-like setup and this allows us to also quickly replace arms of already existing bsAbs to accommodate for the loss of potency.54,62 For example, we recently described COVA309-35, a mAb isolated from a Gamma-infected individual, which we combined with COVA1-16 using cFAE resulting in a bsAb that potently neutralizes Omicron BA.2 in pseudovirus neutralization (IC50 < 0.1ug/mL).63 Furthermore, amivantamab, a bsAb generated through cFAE, was recently approved by the U.S. Food and Drug Administration (FDA) for use against small cell lung carcinoma,64 demonstrating that cFAE can be applied to produce clinically approved therapeutics. The method could eventually be further simplified, as it was shown that the cFAE reaction can happen by adding a reducing agent directly to the supernatant, before protein harvesting, which would eliminate the additional step of purifying 2 antibodies separately before getting the desired bsAb product.65 Any future studies should probably also be focused on studying cocktails of bsAbs and compare their breadth and potency with the matched set of four, six or more parental Abs. In some cases, cocktails of bsAbs have already shown benefits over cocktails of mAbs or bsAbs themselves.66
Besides the Fab specificity, it is important for engineered therapeutic IgGs to retain their Fc effector functions for optimal in vivo efficacy. We demonstrated comparable levels of ADCP and ADCT for the bsAbs and their parental counterparts, as well as retained neutralization following the introduction of Fc mutations necessary for the formation of bsAbs. Our constructs could potentially benefit from additional mutations in the Fc tail, such as LS mutations to increase the half-life of the antibodies and improve in vivo activity.67 It has also been shown that SARS-CoV-2 antibodies with low neutralizing potency but broad binding activity, e.g. COVA2-02, can be Fc engineered to reduce the viral spread in live mice.68
In summary, this study provides insights into the generation, binding characteristics, and neutralization activity of several potent bispecific SARS-CoV-2 antibodies, which contributes to the development of future bivalent therapeutic candidates. Moreover, we underline the importance of utilizing broad, preferably pan-sarbeco NAbs that target conserved epitopes in the design of multivalent constructs that can withstand viral escape caused by the mutations of new SARS-CoV-2 variants.
Limitations of the study
The data presented here show that combining antibodies with different specificities into bsAbs can in some cases enhance and broaden the neutralizing response and thereby limit viral escape. However, the bsAbs described here have limited potency against the Omicron variants and were not tested against the more recent BQ.1 and XBB omicron variants. In case the cFAE method were to be used for generating bsAbs for clinical trials, one antibody in the bsAbs should be able to neutralize the most recent circulating variants. Second, our MP experiments showed increased stoichiometry of the bsAbs to S compared to cocktail antibody binding. This observation could be investigated in more detail to determine the binding mechanism of these bsAbs. Additionally, measuring or imaging the binding of bsAbs on the virion would inform if the two arms can crosslink different spikes on the virus. Lastly, future studies should perform animal model experiments to evaluate the in vivo safety and efficacy of these novel constructs.
STAR★Methods
Key resources table
REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Antibodies | ||
COVA1-18 | Isolated from patient (Brouwer et al.8) | N/A |
COVA2-02 | Isolated from patient (Brouwer et al.8) | N/A |
COVA2-15 | Isolated from patient (Brouwer et al.8) | N/A |
COVA1-16 | Isolated from patient (Brouwer et al.8) | N/A |
HC84.26 | Keck et al.55 | N/A |
COVA1-18/2-15 bispecific antibody | This study | N/A |
COVA1-16/2-15 bispecific antibody | This study | N/A |
COVA1-16/2-02 bispecific antibody | This study | N/A |
COVA2-02/2-15 bispecific antibody | This study | N/A |
COVA1-16/HC84.26 bispecific antibody | This study | N/A |
COVA1-18/HC84.26 bispecific antibody | This study | N/A |
COVA2-02/HC84.26 bispecific antibody | This study | N/A |
COVA2-15/HC84.26 bispecific antibody | This study | N/A |
goat anti-Human IgG κ | Bethyl Laboratories | Cat# A80-126A |
goat anti-Human IgG λ | Bethyl Laboratories | Cat# A80-116 |
2G12-IgG1 | Trkola et al. 199669 | N/A |
Bacterial and virus strains | ||
SARS-CoV-2 virus | German isolate; GISAID ID EPI_ISL 406862 | European Virus Archive Global #026V-03883 |
SARS-CoV-2 Beta | hCoV-19/Netherlands/NH-RIVM-20432/2020_p2 | European Virus Archive Global # 014V-04031 |
SARS-CoV-2 Gamma | hCoV-19/Netherlands/NoordHolland-10159/2021_p2 | European Virus Archive Global # 014V-04058 |
Chemicals, peptides, and recombinant proteins | ||
Prefusion SARS-CoV-2 S | Described in Brouwer et al.8 | N/A |
Prefusion SARS-CoV-2 Beta | Described in Caniels et al.49 | N/A |
Prefusion SARS-CoV S | Described in Pallesen et al.70 | N/A |
SARS-CoV-2-6P-Mut7 | Described in Torres et al.71 | N/A |
RBD of the SARS-CoV-2 S | Described in Brouwer et al.8 | N/A |
RBD of the SARS-CoV S protein | Described in Brouwer et al.8 | N/A |
PBS | Thermo Fisher | Cat# 10010023 |
PEI MAX | Polysciences | Cat# 24765-1 |
2-mercaptoethylamine (2-MEA) | Sigma | Cat# M9768-25G |
Casein buffer | Thermo Scientific | Cat# 37528 |
Lipofectamine 2000 | Life Technologies | Cat# 11668-019 |
Penicillin | Sigma-Aldrich | Cat# P3032-10MI |
Streptomycin | VWR | Cat# 382-EU-100G |
3,3’,5,5’-tetranethylbenzidine | Sigma-Aldrich | Cat# T4444 |
Sodium acetate | Sigma-Aldrich | Cat# 127-09-3 |
Hydrogen peroxide | Thermo Fisher | Cat# H/1750/17 |
Citric acid | Sigma-Aldrich | Cat# 77-92-9 |
Sodium bicarbonate | Fisher Scientific | Cat# 144-55-8 |
2% (w/v) uranyl-formate | Electron Microscopy Sciences | Cat # 22451 |
PKH26 dye | Sigma-Aldrich | Cat# PKH26GL |
Carboxyfluorescein succinimidyl ester | Thermofisher | Cat# C34554 |
IgG4Δhinge-L368A | Rose et al.72 | N/A |
IgG1-Campath | Genmab | N/A |
Equine spleen apoferritin | Sigma-Aldrich | A3660 |
GroEL | Van Duijn et al. 200573 | N/A |
Tris | Sigma-Aldrich | T7943 |
Critical commercial assays | ||
Quickchange site-directed mutagenesis kit | NEB | Cat# E0554S |
Nano-Glo Luciferase Assay System | Promega | Cat# N1130 |
Experimental models: Cell lines | ||
FreeStyle 293F cells | Thermo Fisher | Cat# R79007 |
HEK 293T/ACE2 cells | Schmidt et al. 202074 | N/A |
HEK 293T cells | ATCC | Cat# CRL-11268 |
THP-1 cells | ATCC | ATCC® TIB-202 |
VeroE6 | ATCC | ATCC® CRL 1586TM |
Recombinant DNA | ||
SARS-CoV-2-SΔ19 plasmid | Schmidt et al. 202074 | N/A |
SARS-CoV-2 S pPPI4 plasmid | Brouwer et al.8 | N/A |
SARS-CoV-2 RBD pPPI4 plasmid | Brouwer et al.8 | N/A |
gblock HC84.26 | Genscript | N/A |
SARS-CoV-2 D614G S | Brouwer et al.8 | N/A |
SARS-CoV-2 Alpha S | Described in Caniels et al.49 | N/A |
SARS-CoV-2 Beta S | Described in Caniels et al.49 | N/A |
SARS-CoV-2 Gamma S | Described in Caniels et al.49 | N/A |
SARS-CoV-2 Delta S | Described in Caniels et al.49 | N/A |
SARS-CoV-2 Omicron BA.1 S | Described in Caniels et al.49 | N/A |
SARS-CoV-2 BA.2 S | Described in Caniels et al.49 | N/A |
SARS-CoV-2 BA.4/5 S | Described in Caniels et al.49 | N/A |
E2-His | Genscript Biotech | Genbank: ABN11232.1, AF009606.1 |
pHIV-1NL43ΔENV-NanoLuc plasmid | Schmidt et al., 202074 | N/A |
Software and algorithms | ||
GraphPad Prism v8.3.0 | GraphPad | N/A |
UCSF Chimera | Pettersen et al.75 | N/A |
UCSF ChimeraX | Pettersen et al.76 | N/A |
Leginon | Potter et al.77 | N/A |
Appion | Lander et al.78 | N/A |
DoG-picker | Voss et al.79 | N/A |
RELION 3.0 | Scheres80 | N/A |
DiscoverMP | Refeyn | N/A |
SciPy 1.5 | Virtanen et al.81 | https://scipy.org |
AcquireMP | Refeyn | N/A |
Python version 3.9 | Python Software Foundation | https://www.python.org |
Other | ||
Vivaspin 500, 3 kDa MWCO, Polyethersulfone | Sigma-Aldrich | Cat# GE28-9322-18 |
Vivaspin 20, 100.000 kDa MWCO, Polyethersulfone | Sigma-Aldrich | Cat# GE28-9323-63 |
Ni-NTA agarose | QIAGEN | Cat# 30210 |
Ni-NTA HighSorb plates | QIAGEN | Cat# 35061 |
Superose 6 increase 10/300 GL | Sigma-Aldrich | Cat# GE29-0915-96 |
Octet K2 system | Sartorius (FortéBio) | N/A |
Octet Biosensors: Protein A | Sartorius (FortéBio) | Cat# 18-5010 |
Octet Biosensors: NiNTA | Sartorius (FortéBio) | Cat# 18-5101 |
Nucleobond Xtra Maxi kit | Macherey-Nagel | Cat# 740414.50 |
Fast Digest BshTI | Thermo Scientific | Cat# FD1464 |
Fast Digest XhoI | Thermo Scientific | Cat# FD0694 |
Fast Digest Green buffer 10x | Thermo Scientific | Cat# B72 |
Streptavidin-PE | Thermo Fisher Scientific | Cat# 12-4317-87 |
FreeStyle 293 Expression medium | Thermo Scientific | Cat# 12338018 |
DMEM | Sigma-Aldrich | Cat# D6429-500ML |
Glutamax supplement | Thermo Fisher | Cat# 35050061 |
High-binding plates: Half-area 96-well polystyrene high-binding microplate | Greiner | Cat# 675061 |
Steritop Filter Units | Merckmillipore | Cat# C3239 |
Glomax | Turner BioSystems | Model# 9101-002 |
Microplate 96 well half area white | Greiner bio-one | Cat# 675074 |
Hepes (1M, GIBCO) | Thermofisher scientific | Cat# 15630106 |
Greiner CELLSTAR® 96 well plates round bottom clear wells | Merck | Cat# M9436 |
MEM Non-Essential Amino Acids Solution | Thermo Fisher | Cat# 11140050 |
Greiner CELLSTAR 96 well plates round bottom clear wells | Merck | Cat# M9436 |
Protein G Agarose | Thermo Scientific Pierce | Cat# 10016363 |
NanoDrop One | Thermofisher | Cat# ND-ONE-W |
Spectrophotometer | BMG Labtech | N/A |
Carbon-coated 400-mesh copper grids | Electron Microscopy Sciences | Cat # 0400-Cu |
Tecnai T12 Spirit | FEI Company | N/A |
4kx4k Eagle CCD camera | FEI Company | N/A |
0.22 μm PVDF syringe filter | Merck | Cat# GVWP02500 |
Lipofectamine | Thermofisher | Cat# 18324012 |
Flow Cytometry System | BD FACSCanto II | N/A |
Fluorescent Neutravidin beads | Invitrogen | Cat# F8776 |
Resource availability
Lead contact
Further information and requests for resources should be directed to and will be fulfilled by the lead contact, J.S (j.schinkel@amsterdamumc.nl).
Materials availability
The reagents generated in this study can be retrieved upon reasonable request to the lead contact.
Experimental model and subject details
Cell lines
HEK 293T (ATCC CRL-11268) and FreeStyle 293F (Life Technologies) are female human embryonic kidney cell lines transformed for increased production of recombinant proteins. HEK 293T were cultured in DMEM (Sigma-Aldrich) supplemented with 10% FCS and 1% penicillin-streptomycin at 37°C with 5% CO2. Cells were passaged twice a week to maintain a confluency between 40–80%. Freestyle 293F cells are adapted to grow in suspension and were cultured in FreeStyle 293 expression medium (Thermo Scientific) at 37°C with 8% CO2 and shaking at 125 rpm. HEK 293T/ACE2 is a human embryonic kidney cell line expressing Human Angiotensin-Converting Enzyme 2 (ACE2). HEK 293T/ACE2 cells were cultured DMEM +10% fetal bovine serum (FBS) +1% penicillin-streptomycin at 37°C with 5% CO2. THP-1 cells were gifted by Karel van Dort from the department Laboratory for Viral Immune Pathogenesis at the AMC, and were cultured at 37°C, 5% CO2 in RPMI 1640 Medium (ThermoFisher) supplemented with 10% FCS and 1% penicillin-streptomycin. Cells were passaged 3 times a week to maintain a density of 0.5–1×106 cells/mL.
Method details
Constructs
Prefusion SARS-CoV-2 S was made as described before.8 In brief, a gene encoding residues 1-1138 (Wuhan-Hu-1, Genbank: MN908947.3) with proline substitutions at positions 986 and 987 and a GGGG substitution at positions 682-685 was cloned into a pPPI4 plasmid backbone containing a T4 trimerization domain follow by a hexahistidine tag. Prefusion SARS-CoV-2 Beta was produced by introducing the appropriate mutations in the above described construct, as described in.49 Prefusion SARS-CoV S was produced as described before70 and was cloned into the same pPPI4 backbone as described above. SARS-CoV-2-6P-Mut7 for nsEM was made as described before.71 Briefly, the mutagenesis was performed on the SARS-CoV-2-6P plasmid to include Mut7 (V705C and T883C). The receptor-binding domain (RBD) (residues 319-541) of the SARS-CoV-2 S protein (GenBank: QHD43416.1) and the RBD (residues 306-527) of the SARS-CoV S protein (GenBank: ABF65836.1) were produced as previously described.8 The codon-optimized sequence of His-tagged E2 (Genscript Biotech) based on an HCV variant of the genotype 1a H77 strain (Genbank: ABN11232.1 (amino acids 384–659) and GenBank: AF009606.1 (amino acids 660–715)) was cloned into a mammalian expression plasmid. The COVA NAbs used in this study were isolated from participants in the COSCA study, and the variable V(D)J-regions of the heavy and light chain of the antibodies were cloned into corresponding expression vectors containing the constant regions of the human IgG1 as previously described.8 The variable heavy and light chain sequences of HC84.2655 were codon optimized and cloned into a mammalian expression vector as described before82,83,84 (Genscript Biotech). A Quickchange site-directed mutagenesis kit (New England Biolabs) was used to introduce the F405L and K409R mutations in the heavy chain plasmids of the IgGs.
Expression and purification of viral proteins and monospecific antibodies
Viral proteins were produced in HEK293F suspension cells (ThermoFisher) and purified as previously described.8 Recombinant SARS-CoV-2-6P-Mut7 S protein for nsEM was produced and purified as previously described.71 His-tagged E2 was purified by affinity purification using Ni-NTA agarose beads followed by size-exclusion chromatography. Monoclonal antibodies were produced as previously described.8 Briefly, after co-transfection of the HC and LC plasmids in a 1:1 ratio and harvest after 5 days, the filtered supernatant was run over 10 mL protein G columns (Pierce). After elution, the purified antibodies were buffer exchanged to PBS using 100kDa Vivaspin6 columns. The IgG concentration was measured on a NanoDrop One (Thermofisher), diluted with PBS to 1mg/mL and stored at 4°C before performing the cFAE protocol.
Generation of bsAbs by controlled Fab-arm exchange (cFAE)
Equimolar amounts of IgG1-F405L and IgG1-K409R antibodies (1 mg/mL) were mixed with freshly prepared 2-mercaptoethylamine (2-MEA; Sigma) solution (750 mM, pH 7.4), with a volume of 10% of the total reaction volume on a rotating laboratory mixer at room temperature. The mixture was incubated for 5h at 31°C on a thermoblock (Eppendorf), followed by the removal of 2-MEA by buffer-exchanging to PBS using 100kDa Vivaspin6 columns (Sartorius) and storing overnight at 4 °C to allow for reoxidation of the disulfide bonds.
Enzyme-linked immunosorbent assay (ELISA) for determining bispecificity of bsAbs
His-tagged RBD of SARS-CoV S was diluted to a concentration of 0.8 μg/mL in Tris-buffered saline (TBS) and immobilized on NiNTA 96-well plates (Qiagen) for 2h at RT. Next, monospecific, bispecific IgGs or a 1:1 mix of parental monospecific antibodies were added to the wells, with a concentration of 2 μg/mL in casein, and incubation was allowed for 1.5h at RT. Then, 1:10000 dilutions in casein of either anti-kappa LC or anti-lambda LC secondary antibodies (Bethyl Laboratories) were added for 45 min at RT. In between all abovementioned steps, the plates were washed three times with TBS. After the last step the plates were washed five times with TBS/0.05% Tween-20 and developed with a solution of 1% 3,3’,5,5’-tetramethylbenzidine (Sigma-Aldrich), 0.01% hydrogen peroxide, 100 mM sodium acetate and 100 mM citric acid for 5 min, before adding 0.8 M sulfuric acid to end the development reaction. Optical density (OD) at 450 nm was measured using a spectrophotometer (BMG Labtech).
Biolayer interferometry (BLI)
All BLI experiments were performed using an Octet K2 instrument (ForteBio). To confirm the bispecificity of the bsAbs we first loaded monomeric his-tagged E2 (10 μg/mL) on Nickel–nitrilotriacetic acid (NiNTA) biosensors (ForteBio) with a binding threshold of 1nm, followed by a wash (120 s) with running buffer (PBS, 0.002% Tween, 0.01% bovine serum albumin) to remove excess protein. Next, the biosensors were dipped into a well with 5 μg/mL bispecific or monospecific NAb for 200 s to measure association, followed by immersion in running buffer to allow dissociation for another 200 s. Finally, the biosensors were moved to a well with Wuhan-Hu-1 S (5 μg/mL) for 200 s, and subsequently to a well with running buffer for 200 s to measure dissociation. To measure binding strength of monospecific and bispecific antibodies, protein A sensors (ForteBio) were first loaded with 10 μg/mL of NAb in running buffer until a threshold of 1nm was reached. After a wash (20 s) in running buffer, the biosensors were submerged in a well with Wuhan-Hu-1, Beta or SARS-CoV S (20 μg/mL) in running buffer for 200 s to measure association, followed by immersion in a well with running buffer for 200 s to measure dissociation of the S-NAb complexes.
Negative stain-EM sample preparation, data collection, and processing
For each antibody, 0.5 M excess of bispecific IgG was added to stabilized prefusion SARS-CoV-2-6P-Mut7 S protein 30 minutes prior to deposition onto carbon-coated 400-mesh copper grids. The grids were stained with 2% (w/v) uranyl-formate for 90 seconds. Grids were imaged on a Tecnai T12 Spirit at 120 KeV using a 4kx4k Eagle CCD camera. Micrographs were collected using Leginon and the images were transferred to Appion for processing.77,78 Particles were picked using a difference-of-Gaussians picker (DoG-picker).79 Data was processed in RELION 3.0 for 2D and 3D classification and 3D refinements.80 Figures were generated using UCSF Chimera.75
Pseudovirus production
HEK293T cells grown in Dulbecco’s modified Eagle’s (DMEM) medium (Gibco) and supplemented with 10% FBS, penicillin (100 U/ml) and streptomycin (100 μg/ml) were transfected with pHIV-1NL43ΔENV-NanoLuc reporter virus plasmid and a plasmid containing the appropriate S protein. SARS-CoV-2 Wuhan-Hu-1 and D614G, and SARS-CoV S plasmids were made as described in82; SARS-CoV-2 Alpha, Beta, Gamma, Delta and Omicron BA.1, BA.2 and BA.4/5 S plasmids were made as described in Caniels et al.49 Supernatant containing the pseudovirus was harvested 48h after transfection. Supernatant was centrifuged at 500 x g for 5 minutes and sterile filtered through a 0.22 μm PVDF syringe filter. Pseudovirus was stored at -80°C.
Pseudovirus neutralization assay
Neutralization assay was performed as described before.82 In brief, HEK293T/ACE2 cells were seeded in 96-well culture plates. After 24h, Abs were serial diluted in cell culture medium (DMEM supplemented with 10% FBS, penicillin (100 U/ml), streptomycin (100 μg/ml) and GlutaMAX (Gibco)) and mixed in a 1:1 ratio with pseudovirus, and incubated at 37°C for 1 hour. Next, Ab and pseudovirus mixes were added to the cells and incubated for 48 hours. Afterwards, cells were lysed and luciferase activity was measured in the lysates.
Authentic virus neutralization test
We tested mAbs and bsAbs for their neutralization capacity against the ancestral SARS-CoV-2 virus (German isolate; GISAID ID EPI_ISL 406862; European Virus Archive Global #026V-03883) and VOCs, as previously described.85 Briefly, samples were serially diluted in Dulbecco modified Eagle medium supplemented with NaHCO3, HEPES buffer, penicillin, streptomycin, and 1% FBS, starting at a dilution of 10 μg/mL in 50 μl. Subsequently, 50 μL of virus suspension were added to each well and incubated at 35°C for 1 h. Vero E6 cells were added in a concentration of 20,000 cells per well and subsequently incubated for 48 hours at 35°C. After incubation, cells were fixed with 4% formaldehyde/phosphate-buffered saline (PBS) and stained with a nucleocapsid targeting monoclonal antibody. Bound Ab as a measure for infected cells was detected using horseradish peroxidase–conjugated goat anti-human IgG (1:3000) in 2% milk/PBS for 1 hour at RT. After washing, the color reaction was developed using 3,3′,5,5′-tetramethylbenzidine substrate (Thermo Scientific Scientific). The reaction was stopped by adding 0.8 N sulfuric acid, and OD450 (optical density at 450 nm) was measured using standard equipment.
Mass photometry
MP experiments were performed using a Refeyn OneMP mass photometer (Refeyn Ltd.). Measurements were mass-calibrated using an in-house prepared protein standard mixture: IgG4Δhinge-L368A (73 kDa,72 IgG1-Campath (149 kDa), apoferritin (479 kDa), and GroEL (800 kDa). MP data were processed using DiscoverMP (Refeyn Ltd.). Peaks for each mass species were manually identified and fitted using SciPy.81 All MP histograms were plotted using 20 kDa bin widths. Spike/NAb binding experiments were performed as previously described.17 In brief, measurements were performed in Tris buffer (25 mM Tris, 100 mM NaCl, pH 7.6 (Sigma-Aldrich)). For each experiment, a 100 nM solution of soluble S protein was mixed with an equal volume of ligand to the desired concentration ratio and incubated at room temperature (22 °C) for 5 min. Afterward, 3 μL of the reaction mixture was immediately transferred to the instrument for measurement.
Antibody-dependent cellular trogocytosis (ADCT)
HEK-293T cells (Invitrogen) were transfected using SARS-CoV-2 S expression plasmid expression vector and lipofectamine (thermofisher) in OptiMEM as previously described.86 SARS-CoV-2 S expression HEK293T cells were stained with PKH26 dye according to the manufactures protocol (Sigma-Aldrich). Next, the stained HEK293T cells were incubated for 30 min at 37°C with serial antibodies dilutions. 2G12-IgG1, specific for HIV-1 gp120, was used as a negative control. After incubation, the cells were washed and THP-1 cells (ATCC), stained with carboxyfluorescein succinimidyl ester according to manufactures protocol (Thermofisher), were added to the HEK293T cells at a 2:1 effector:target cell ratio. The plates were spun down for 30 sec to promote cell to cell contact before incubation for 1 hours at 37°C. After incubation, the plates were washed twice, resuspended in PBS 2% fetal calf serum (FCS) and analyzed using flow cytometry. Trogocytic activity was calculated by the mean fluorescence intensity (MFI) of the double positive PKH26+ CFSE+, THP-1 cells and depicted as the area under the curve.
Antibody-dependent cellular phagocytosis (ADCP)
The ADCP assay was performed as described previously.87 In short, Fluorescent Neutravidin beads (Invitrogen) were coated with biotinylated SARS-CoV-2 S or RBD protein overnight at 4 °C. Next, the beads were washed twice using PBS 2% bovine serum albumin (BSA) and resuspended in PBS 2% BSA at a 1:500 dilution. Serial antibodies dilutions were incubated for 2 hours at 37 °C with 50 μl of the coated beads in a V-bottom 96-well plate. 2G12-IgG1, specific for HIV-1 gp120, was used as a negative control. After incubation, plates were washed and 5×104 THP-1 effector cells (ATCC) were added to each well. The plates were spun down for 30 sec to promote beads to cell contact before incubation for 5 hours at 37°C. Afterwards, the plates were washed twice, resuspended in PBS 2% FCS and analyzed by flow cytometry. The phagocytic activity was determined by the area under curve of the MFI (beads positive cells x mean MFI fluorescein isothiocyanate (FITC)).
Quantification and statistical analysis
All midpoint mAb inhibition concentrations (IC50 values) were determined, and data visualization and statistical analyses were performed in GraphPad Prism 8.3.0. Where applicable, statistical parameters are reported in the figure legends. Model of the SARS-CoV-2 S protein with VOC mutations was visualized using UCSF ChimeraX.76
Acknowledgments
We thank Yoann Aldon and Tom Caniels for providing spike proteins and helpful discussions, Sylvie Koekkoek for help with cloning the antibodies, and Wouter Olijhoek and Jacqueline van Rijswijk for help with the pseudovirus neutralization assays. L.R. was funded by the AMC as part of the local scientific research incentive policy. J.S. is a recipient of a Vidi and Aspasia grant from the Netherlands Organization for Scientific Research (NWO, grant numbers 91719372 and 015.015.042). R.W.S. is a recipient of a Vici grant from the Netherlands Organization for Scientific Research (NWO, grant number 91818627). This research was supported by an Amsterdam institute for Infection and Immunity Postdoctoral grant (K.S.). A.J.R.H. acknowledges funding by the Netherlands Organization for Scientific Research (NWO) through the Spinoza Award SPI.2017.028. This work was supported by the Fondation Dormeur, Vaduz (R.W.S. and (M.J.v.G.).
Author contributions
Conceptualization, K.S., V.Y., M.J.v.G., R.W.S., and J.S.; Methodology, L.R., K.S., V.Y., M.B., A.I.S., J.L.T., J.A.B., and M.P.; Investigation, L.R., V.Y., M.B., J.C., A.I.S., J.L.T., S.B., J.A.B., M.P., I.B., J.H.B., and D.G.; Resources, L.R., K.S., M.B., J.C., and M.J.v.G.; Data curation, L.R. and V.Y.; Writing-Original draft: L.R. and K.S.; Writing-Review and editing: all authors; Visualization: L.R. and V.Y.; Supervision: K.S., D.E., A.B.W., A.J.R.H., M.J.v.G., R.W.S., and J.S.; Funding acquisition: A.B.W., A.J.R.H., M.J.v.G., R.W.S., and J.S.
Declaration of interests
Amsterdam UMC has filed a patent application concerning the SARS-CoV-2 COVA MAbs. There are no other competing interests.
Inclusion and diversity
We support inclusive, diverse, and equitable conduct of research.
Published: March 31, 2023
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.isci.2023.106540.
Contributor Information
Marit J. Van Gils, Email: m.j.vangils@amsterdamumc.nl.
Rogier W. Sanders, Email: r.w.sanders@amsterdamumc.nl.
Janke Schinkel, Email: j.schinkel@amsterdamumc.nl.
Supplemental information
Data and code availability
-
•
All data reported in this paper will be shared by the lead contact upon request.
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•
This paper does not report original code.
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•
Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.
References
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
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All data reported in this paper will be shared by the lead contact upon request.
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This paper does not report original code.
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Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.