Abstract
Improving clinical care for individuals infected with SARS-CoV-2 variants is a global health priority. Small-molecule antivirals like remdesivir (RDV) and biologics such as human monoclonal antibodies (mAbs) have demonstrated therapeutic efficacy against SARS-CoV-2, the causative agent of coronavirus disease 2019 (COVID-19). It is not known whether combination RDV/mAb will improve outcomes over single-agent therapies or whether antibody therapies will remain efficacious against variants. Here, we show that a combination of two mAbs in clinical trials, C144 and C135, have potent antiviral effects against even when initiated 48 h after infection and have therapeutic efficacy in vivo against the B.1.351 variant of concern (VOC). Combining RDV and antibodies provided a modest improvement in outcomes compared with single agents. These data support the continued use of RDV to treat SARS-CoV-2 infections and the continued clinical development of the C144 and C135 antibody combination to treat patients infected with SARS-CoV-2 variants.
Keywords: SARS-CoV-2, B.1.351, variants, remdesivir, RDV, monoclonal antibodies, COVID-19, therapy
Graphical abstract
Martinez et al. demonstrate that remdesivir and C144 + C135 mAb cocktail can curtail SARS-CoV-2 disease in mice, including against the B.1.351 variant. The combination of remdesivir + mAbs had a modest therapeutic benefit in mice. Early therapy with remdesivir and/or mAbs had the most benefit against COVID-19.
Introduction
A novel human coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), emerged in late 2019 in Wuhan, China (Zhou et al., 2020b; Zhu et al., 2020) as the causative agent of coronavirus disease 2019 (COVID-19). The spread of SARS-CoV-2 was explosive with ∼140 million confirmed cases and >3 million deaths worldwide as of April 2021. Few therapies are available to treat COVID-19 in humans, and the rapid evolution of SARS-CoV-2 variants threatens to diminish their efficacy. Remdesivir (RDV; Veklury) is the only US Food and Drug Administration (FDA)-approved direct-acting, small molecule antiviral to treat COVID-19. Prior to the emergence of SARS-CoV-2, RDV showed broad-spectrum activity against highly pathogenic human CoVs, including SARS-CoV, Middle East respiratory syndrome coronavirus (MERS-CoV), their related enzootic viruses, and endemic common-cold-causing CoV in various in vitro and in vivo preclinical models of CoV pathogenesis (Brown et al., 2019; de Wit et al., 2020; Sheahan et al., 2017, 2020). More recently, RDV was shown to exert potent antiviral activity against SARS-CoV-2 in vitro (Pruijssers et al., 2020) and therapeutic efficacy in a SARS-CoV-2 rhesus macaque model, which recapitulates mild to moderate respiratory symptoms (Williamson et al., 2020). In a double-blind, randomized, placebo-controlled trial (Adaptive COVID-19 Treatment Trial [ACTT-1]), RDV was shown to shorten recovery time in hospitalized COVID-19 patients by 5 days on average as compared with those receiving placebo (Beigel et al., 2020). In contrast, in an open-label, non-placebo-controlled, and non-blinded clinical trial (WHO Solidarity trial), RDV was not shown to improve outcomes in hospitalized patients (Wang et al., 2020). Importantly, mutations in the viral RNA-dependent RNA polymerase (RdRp) known to interfere with the antiviral activity of RDV are not found in the SARS-CoV-2 variants of concern (VOCs) (Martin et al., 2021). Because combinations of RDV with immunomodulators (baricitinib) have very recently been shown to improve COVID-19 outcomes over single-agent treatment (Kalil et al., 2021), it remains unknown whether RDV combinations with other antiviral drugs with complementary modalities will yield similarly promising results.
Several monoclonal antibodies (mAbs) targeting the SARS-CoV-2 spike have been shown to potently neutralize SARS-CoV-2 in vitro (Dieterle et al., 2020; Jones et al., 2020; Li et al., 2021; Robbiani et al., 2020; Rogers et al., 2020; Yang et al., 2020; Zost et al., 2020a, 2020b). mAb drugs targeting the SARS-CoV-2 spike have demonstrated therapeutic efficacy in multiple pre-clinical models of viral pathogenesis, and a select few have been authorized for emergency use by the FDA to treat COVID-19 (Ly-CoV016/LyCoV555 [Eli Lilly]; REGN10987/ REGN10933 [Regeneron]) (ACTIV-3/TICO LY-CoV555 Study Group, 2021; Barnes et al., 2020a, 2020b; Jones et al., 2020; Schäfer et al., 2021). Most clinical candidate mAbs are RBD specific and have varying modes of binding and epitope specificities (Barnes et al., 2020a). Lilly’s LY-CoV555 can recognize the RBD in both the up and down conformations (Jones et al., 2020). REGN10987 binds to the RBD outside the ACE2 binding site, whereas REGN10933 binds to the top of the RBD and competes with the ACE2 binding site (Hansen et al., 2020). Two recently described highly potent SARS-CoV-2 neutralizing mAbs, C144 and C135, are currently being evaluated in human trials at the Rockefeller University Hospital (ClinicalTrials.gov: NCT04700163) and licensed to Bristol Myers Squibb for development (Robbiani et al., 2020). C144 (inhibitory concentration at which 50% reduction is observed [IC50] = 2.55 ng/mL) and C135 (IC50 = 2.98 ng/mL) were isolated from convalescent human patients and target non-overlapping sites on the receptor binding domain (RBD) on the SARS-CoV-2 spike protein similar to the REGN mAb cocktail (Barnes et al., 2020a, 2020b; Robbiani et al., 2020; Schäfer et al., 2021). Because mAb prophylaxis can prevent COVID-19, preliminary results from human clinical trials evaluating the therapeutic efficacy of mAbs in COVID-19 outpatients have thus far been promising (Weinreich et al., 2021; Zhou et al., 2020b).
The emergence of SARS-CoV-2 variants that can partially or completely evade mAbs in advanced clinical development is a growing concern. For example, the SARS-CoV-2 South African B.1.351 variant can completely evade neutralization by mAb LY-CoV555 (Wang et al., 2021a, 2021b). Other mAbs in clinical development, including the AstraZeneca COV2-2196 mAb and the Brii BioSciences mAb Brii-198, have a reduction in neutralization potency by more than 6-fold as a result of the presence of the E484K mutation (Chen et al., 2021; Wang et al., 2021b). Moreover, the neutralization activity of the Regeneron mAb REGN10933 is also dampened by the E484K mutation (Wang et al., 2021b). In contrast, the variants do not affect the neutralization potency of C135 (Wang et al., 2021b). Lastly, although the variants do not affect the C144 + C135 antibody combination in vitro (Wang et al., 2021c), it is not yet known if this mAb cocktail can protect against the SARS-CoV-2 variants in vivo.
We previously developed a mouse-adapted model of SARS-CoV-2 (SARS-CoV-2 MA10) pathogenesis based on the ancestral pandemic strain (Leist et al., 2020). Following SARS-CoV-2 MA10 infection of standard laboratory mice, virus replicates primarily in ciliated epithelial cells and type II pneumocytes with peak titers by 48 h postinfection (hpi) concurrent with body weight loss, loss of pulmonary function, the development of acute lung injury (ALI), and mortality, consistent with severe human COVID-19 pathogenesis (Leist et al., 2020). Here, we define the prophylactic and therapeutic efficacy of RDV and C144 + C135 mAbs used singly and in combination in mice infected with SARS-CoV-2 MA10. We show that the prophylactic and therapeutic administration of RDV or mAb exert a robust antiviral effect, and their ability to abrogate disease diminished as a function of initiation time. When combined, RDV/mAb therapy modestly improved outcomes compared with monotherapy, suggesting that combination therapy may provide an additional therapeutic benefit over single agents in humans with COVID-19. Importantly, we demonstrate that C144 + C135 mAb combination protects from severe disease against SARS-CoV-2 South African B.1.351 variant challenge in a mouse model of age-related COVID-19 pathogenesis. These data support the continued use of RDV to treat SARS-CoV-2 infections and support the continued clinical development of the C144 and C135 antibody combination to treat patients infected with SARS-CoV-2 variants.
Results
Prophylactic and therapeutic RDV protect against COVID-19 in mice
First, we sought to determine the time at which RDV therapy would fail to improve outcomes in SARS-CoV-2-infected mice. Due to a serum esterase absent in humans but present in mice that reduces RDV stability (carboxyesterase 1c [Ces1c]), we performed all of our RDV efficacy studies in C57BL/6 mice that lack this gene (Ces1c −/−) (Sheahan et al., 2017). Although we had previously explored the in vivo efficacy of RDV against SARS-CoV/SARS-CoV-2 chimeric viruses (Pruijssers et al., 2020), we had not yet evaluated RDV in mice infected with our recently described SARS-CoV-2 MA10 (Leist et al., 2020). We initiated twice-daily treatment of mice with a human equivalent dose of RDV (25 mg/kg) or vehicle −12 h prior to infection or 12 (early), 24 (mid-late), or 48 (late) hpi with 1 × 104 particle-forming units (PFUs) of SARS-CoV-2 MA10. Body weight loss is a crude marker of emerging CoV disease in mice. Body weight loss observed in vehicle-treated animals was prevented with prophylactic RDV (Figure 1 A). When initiated after SARS-CoV-2 infection, only early therapeutic intervention (+12 h) was able to significantly diminish weight loss (Figure 1A). Although RDV therapy initiated at 24 h did not prevent weight loss, lung viral load was significantly diminished in this group similar to those receiving prophylaxis (−12 h) or early therapeutic intervention (+12 h) (Figure 1B). Similarly, lung discoloration, a gross pathologic feature characteristic of severe lung damage, was observed in the vehicle-treated animals but was diminished in all treatment groups except the 48 hpi RDV group (Figure 1C). We then used a histologic tool developed by the American Thoracic Society (ATS) to quantitate the pathological features of ALI that we recently utilized to examine the pulmonary pathology of SARS-CoV-2 MA10-infected BALB/c mice (Leist et al., 2020; Matute-Bello et al., 2011). Per animal, three random diseased fields in lung tissue sections were blindly evaluated by a board-certified veterinary pathologist for alveolar septal thickening, protein exudate in the air space, hyaline membrane formation, and neutrophils in the interstitium or air spaces. Scoring revealed that RDV prophylaxis and therapy initiated at both +12 and +24 hpi reduced ALI as compared with vehicle-treated animals (Figures 1D and 2 ). A complementary histological tool measuring the pathological hallmark of ALI, diffuse alveolar damage (DAD), revealed consistent data (Figures 1E and 2) with those in Figure 1D (Schmidt et al., 2018; Sheahan et al., 2020). Lastly, pulmonary function was measured daily in a subset of mice per group (n = 4) by whole-body plethysmography (WBP). As shown with the WBP metric enhanced pause (PenH), a metric for airway resistance or obstruction that was previously validated in animal models of CoV pathogenesis (Menachery et al., 2015; Sheahan et al., 2017), only prophylactic and early therapeutic administration of RDV (+12 hpi) prevented the loss of pulmonary function observed in the other groups. Together, these data show that prophylactic and therapeutic RDV exert a profound antiviral effect when administered up to 24 hpi, but the ability of RDV therapy to improve disease outcomes wanes with time of initiation.
Prophylactic and therapeutic single mAb and mAb combinations reduce SARS-CoV-2 pathogenesis
In COVID-19 patients, the time at which mAb therapy loses its protective effect remains unknown. To address this, we sought to determine the prophylactic and therapeutic efficacy of a cocktail of clinical candidate mAbs, C144 and C135, in the SARS-CoV-2 MA10 pathogenesis model noted above. We first established therapeutic efficacy profiles for single mAbs. We treated C57BL/6 mice with mAb C144, mAb C135, or control HIV mAb 12 h before infection or 12, 24, or 48 hpi with 1 × 104 PFUs of SARS-CoV-2 MA10 (Figures S1–S4). Both mAbs significantly prevented (prophylactic) or reduced (+12 h, +24 h) SARS-CoV-2 MA10 pathogenesis (body weight loss, lung discoloration, ALI scores, etc.), with C135 exerting more robust protection over C144 with measurable improvements in weight loss and gross pathology even when initiated 48 hpi (Figures S1–S4). Unlike C135 mAb, C144 mAb did not completely prevent virus replication in the lung when administered at 24 hpi, suggesting incomplete viral breakthrough (Figure S3) likely driven by mouse-adapting Q493K spike mutation, which resides in a region critical for C144 binding (Barnes et al., 2020a, 2020b; Gaebler et al., 2021; Leist et al., 2020). Neither antibody when administered 48 hpi could prevent weight loss, lung discoloration, or ALI, yet viral lung titers were significantly reduced (Figure S4). Together, these data demonstrate that clinical candidate mAbs C135 and C144 can both prevent and significantly diminish disease in an ongoing SARS-CoV-2 infection in mice.
Next, we evaluated the prophylactic and therapeutic efficacy of combination C144 + C135 to determine if the single-agent therapeutic efficacy could be improved with mAb combinations. Similar to the studies with single-agent mAb, we treated C57BL/6 mice with mAb combination C144 + C135 12 h prior to or 12, 24, or 48 h after infection with 1 × 104 PFUs of SARS-CoV-2 MA10. Unlike the uniform and consistent body weight loss observed in SARS-CoV-2 MA10-infected mice treated with negative control HIV mAb, prophylactic, early (+12 h), and mid-late (+24 h) therapeutic administration of C144 + C135 mAbs protected against body weight loss (Figure 3 A). Initiation of therapy 48 hpi afforded limited protection from body weight loss (Figure 3A). Remarkably, the levels of infectious virus in the lung were significantly reduced below the limit of detection (50 PFUs) in all C144 + C135 mAb groups by 5 days postinfection (dpi), unlike control mAb-treated animals (mean lung titer = 1 × 104 PFUs/lobe). Mirroring the trend observed in body weight loss, gross lung pathology as measured by observation of lung discoloration was eliminated with prophylactic C144 + C135 mAb, significantly diminished with early (+12 h) and mid-late (+24 h) dosing of C144 + C135 mAb, and even moderately reduced with late (+48 h) therapy. We then quantitated the histologic features of ALI using the same tools employed in Figure 1, which demonstrated that prophylactic and therapy initiated up to 24 hpi significantly reduced ALI observed in negative control mAb-treated animals (Figures 3D and 4 ). When applying the DAD scoring tool to the same tissue sections, we saw a similar trend, yet only prophylactic and early therapeutic (+12 h) C144 + C135 significantly reduced scores (Figures 3E and 4). In agreement with the histological assessment, loss of pulmonary function observed in negative control mAb-treated animals could be prevented with prophylactic and early therapeutic (+12 hpi) C144 + C135 (Figures 3F and 4). Interestingly, combination mAb therapy initiated at 24 hpi also provided a benefit in pulmonary function (Figures 3F and 4). Thus, mAb therapy can exert a profound antiviral effect even when administered at later times postinfection.
Combination RDV/mAb cocktail demonstrates a small improvement versus mAb therapy alone at 36 hpi
We sought to determine if combination RDV/C144 + C135 mAb would further curtail viral pathogenesis over that provided by single agents. We designed a study where we initiated single-agent or combination therapy 24 h after SARS-CoV-2 MA10 infection, treated mice up to 7 dpi, and followed mice until 12 dpi to determine if therapy accelerated recovery. Among groups receiving single agents or combination therapies, significant differences in body weight were not consistently noted (Figure S5A), but all therapeutic treatment groups provided complete protection from mortality observed with vehicle treatment (Figure S5B). Upon completion of the study on 12 dpi, differences in gross pathology were not noted among treatment groups (Figure S5C). We performed pulmonary function by WBP on select groups (i.e., vehicle/control mAb and RDV/mAb combination) for the first 5 days of infection and observed a rapid improvement in pulmonary function with combination therapy that returned to baseline by 3 dpi (Figure S5D).
To determine if a further delay in treatment initiation time closer to peak of virus replication in the lung would reveal an improved benefit of combination therapy, we performed a therapeutic efficacy study initiating treatment at 36 hpi. Rather than focus on the potential effects on recovery, the goal of this study was to determine if combination therapy had a differential effect on lung pathology and virus replication during the acute phase of disease. We initiated treatment 36 hpi with 1 × 104 PFUs SARS-CoV-2 MA10 in C57BL/6 (Ces1c −/−) mice with the vehicle, single-agent, and combination groups as described in the previous combination experiment. We observed a small but measurable improvement in body weight loss with RDV/mAb treatment (Figure 5 A). Similarly, by 3 dpi, only the RDV/control mAb and RDV/mAb-treated groups had lower lung viral titers compared with the vehicle/control mAb-treated group (Figure 5B). By 5 dpi, vehicle-treated animals had mean lung titers nearing 1 × 105 PFUs, yet all treatment groups had significantly reduced lung titers at or near the limit of detection (Figure 5C). When examining gross lung pathology 5 dpi, all therapies provided significant protection from lung discoloration observed with vehicle treatment, but RDV/mAb combination therapy group had the overall lowest score and was significantly improved over single-agent vehicle/mAb (Figure 5D). We then quantitated the histological manifestations of ALI using the two complementary scoring tools employed above. With both ATS and DAD scoring systems, ALI was readily apparent in vehicle-treated animals (Figures 5E and 5F). Although mirroring the trend observed in the gross pathological observations where combination therapy afforded protection over single-agent therapy, significant differences were not observed among groups receiving antiviral therapies, and all reduced ALI on 5 dpi (Figures 5E and 5F). Lastly, we examined the effect of combination therapy on pulmonary function. Combination RDV/mAb initiated at 36 hpi reduced the loss of pulmonary function observed with vehicle treatment on 3–5 dpi (Figure 5G). Altogether, our findings suggest that combination therapy with RDV and potent neutralizing mAbs provides a small but measurable benefit over single agents in some, but not all, metrics of SARS-CoV-2 pathogenesis in this model.
C144 + C135 mAb prophylaxis and therapy improve outcomes in South African B.1.351 VOC-infected mice
The emergence of neutralization-resistant SARS-CoV-2 variants is a growing threat. B.1.351, which initially emerged in South Africa, is a VOC that can infect mice without adaptation (Montagutelli et al., 2021). B.1.351 has characteristic RBD mutations at residues K417, E484, and N517, which result in resistance to many of the class 1 and 2 antibodies that dominate the initial RBD-directed neutralizing response (Barnes et al., 2020a; Chen et al., 2021; Planas et al., 2021; Wang et al., 2021c). For example, B.1.351 is completely resistant to Eli Lilly’s Ly-CoV555 mAb (Wang et al., 2021a), underlining the importance of monitoring the in vivo efficacy of mAb therapies that are in advanced clinical testing against SARS-CoV-2 VOCs. To examine the in vivo efficacy of the C144 + C135 mAb combination against recombinant mouse-adapted SARS-CoV-2 bearing the B.1.351 spike, we treated aged BALB/c mice with mAb 12 h before or after infection with 1 × 104 PFUs. Weight loss observed with control antibody treatment was prevented with C144 + C135 prophylaxis, and lung viral loads were reduced below the limit of detection on both 3 and 5 dpi (Figures 6 A–6C). Similarly, mAb combination therapy accelerated recovery and diminished virus replication below the limit of detection by 5 dpi (Figures 6A and 6C). To complement the infectious virus data, we then quantitated viral subgenomic RNAs in mouse lung tissues in each group. Unlike the quantitation of SARS-CoV-2 genomic RNA, which has the potential to measure RNA from infectious particles, defective particles, mAb-bound particles, and various replicative forms of viral RNA, these subgenomic RNA qRT-PCR assays are specific for envelope (E) and nucleocapsid (N) viral transcripts that are made only in actively replicating cells. Prophylactic and therapeutic administration of C144 + C135 significantly reduced lung viral E subgenomic mRNA (sgRNA) (Figures 6D and 6E) and N sgRNA (Figures 6F and 6G) compared with the control mAb-treated animals, indicating that mAb therapy successfully reduced levels of replication of SARS-CoV-2 bearing the B.1.351 spike in vivo. Finally, gross pathology caused by mouse-adapted SARS-CoV-2 bearing the B.1.351 spike was significantly reduced in aged mice with both prophylactic and therapeutic administration of the C144 + C135 combination (Figures 6H and 6I). Collectively, these data demonstrate that both prophylaxis and therapy with combination C144 + C135 mAb can potently reduce virus replication and improve disease outcomes in vivo following infection with variant B.1.351.
Discussion
Therapies effective against the current and future SARS-CoV-2 VOCs are desperately needed to treat those yet to be vaccinated or those experiencing breakthrough infection. RDV is a broad-spectrum antiviral drug and has potent antiviral activity against multiple emerging, endemic, and enzootic CoVs, including SARS-CoV, SARS-CoV-2, MERS-CoV, bat-CoV WIV-1, bat-CoV RsSHC014, bat-CoV HKU5, bat-CoV HKU-3-1, HCoV-229, HCoV-NL63, HCoV-OC43, and porcine deltacoronavirus (PDCoV) (Agostini et al., 2018; Brown et al., 2019; de Wit et al., 2020; Sheahan et al., 2017). In addition to the in vitro activity of RDV against SARS-CoV-2 (Pruijssers et al., 2020), RDV can exert an antiviral effect and diminish SARS-CoV-2 disease in rhesus macaques that develop mild respiratory disease (Williamson et al., 2020). Similarly, the prophylactic efficacies of mAbs C144 and C135 have previously been evaluated in replication models of mouse-adapted SARS-CoV-2 based on the ancestral pandemic strain (Schäfer et al., 2021), but their prevention and therapy have not yet been evaluated in the context of the emerging variants that can evade vaccine-elicited antibodies and existing mAb therapies.
Human clinical data for direct antivirals like mAb and small molecule antivirals like RDV provide clear evidence that their success at improving outcomes is directly related to the time after the onset of symptoms that therapy is initiated. Outpatient studies evaluating mAb drugs in humans with mild to moderate COVID-19 demonstrated notable reductions in virus shedding and symptoms, which enabled the FDA emergency use authorization (EUA) of both Eli Lilly’s and Regeneron’s antibody cocktails (Chen et al., 2020; Gottlieb et al., 2021; Weinreich et al., 2021). However, hospitalized patients with advanced COVID-19 treated with these mAb drugs did not have measurably improved outcomes compared with standard of care (ACTIV-3/TICO LY-CoV555 Study Group, 2021). Although RDV has been shown to accelerate recovery of COVID-19 hospitalized patients (Beigel et al., 2020), insight into whether RDV will further improve outcomes in patients earlier in the course of COVID-19 remains unknown. Thus, the optimal window after the onset of symptoms within which to treat with antivirals such as RDV or potent mAbs remains unknown.
In this study, we aimed to define the time after SARS-CoV-2 infection in mice where RDV or mAb therapy fail to exert an antiviral effect and/or fail to improve disease outcomes. Like mouse-adapted models of SARS-CoV and MERS-CoV, the replication kinetics of mouse-adapted SARS-CoV-2 MA10 in mice is compressed with peak replication in the lung 48 hpi (Leist et al., 2020). In contrast, the replication kinetics of SARS-CoV-2 in the airways of humans is more variable with reports estimating peak replication within the first week after the onset of symptoms (Liu et al., 2020; Zheng et al., 2020). Moreover, human patients can shed viral RNA in the mucosa of the upper respiratory tract as long as 24 dpi (Zhou et al., 2020a), underlining that sustained viral shedding and symptoms can last considerably longer in humans than in mice. Thus, the window within which to intervene with antiviral therapy prior to the peak of virus replication in humans is dramatically different from in mice (∼2 days). Although our mouse model faithfully recapitulates many aspects of human COVID-19 (e.g., high titer replication in the upper and lower airways, loss of pulmonary function, ALI, age-related exacerbation of disease, etc.), it is not possible to very finely correlate the compressed kinetics of disease in mouse and those in humans, but there are a few notable takeaways from the modeling presented herein. Given early therapeutic treatment at +12 and +24 hpi in our model provided the most benefit, it is likely the benefit of antibody and small molecule antivirals like RDV will be maximized if given prior to peak viral replication and/or early in the disease course before patients are hospitalized. In addition, we show a small improvement with combination mAb/RDV over single-agent therapy, which suggests that combinations of antiviral drugs of disparate modalities may offer an additional benefit in COVID-19 patients over single agents, something that should be rigorously evaluated in humans. Although our studies clearly support the use/evaluation of RDV and mAb as treatments for COVID-19, both are administered intravenously, limiting their broad distribution to COVID-19 outpatients. Potential strategies to allow the wider dissemination of these treatments may include chemical alteration of RDV to facilitate oral bioavailability and/or less complicated subcutaneous or intramuscular injections of mAbs. The effect of mAb injection route (i.e., subcutaneous versus intravenous) on pharmacokinetics and safety is currently being evaluated for C144 and C135 in phase 1 clinical studies (ClinicalTrials.gov: NCT04700163).
Given the growing emergence of SARS-CoV-2 variants, we examined the prophylactic and therapeutic efficacy of the C144 + C135 combination against the South African B.1.351 variant spike in a robust age-related mouse model of SARS-CoV-2 pathogenesis. Importantly, the C144 + C135 cocktail demonstrated prophylactic and therapeutic efficacy against the B.1.351 VOC, which is encouraging given that this variant has demonstrated full escape from other mAbs approved for emergency use in humans, such as the LY-CoV555. In addition, the neutralizing potency of the AstraZeneca and Brii Biosciences mAbs in clinical trials are clearly dampened by mutations present in the variants, such as the B.1.351 (Wang et al., 2021b). The target of the antiviral activity of RDV is the viral RdRp. Importantly, hallmark mutations of current SARS-CoV-2 VOCs are not found in regions of the RdRp known to affect the antiviral potency of RDV; thus, antiviral resistance to RDV is not currently anticipated with current VOCs (Martin et al., 2021). In the context of emerging variants in the future, it will be critical to continue to evaluate the prevention and therapy of currently approved small molecule and mAb antivirals and those in clinical development against newly emerging variants of interest. Our results reveal that prophylaxis and therapy with the C144 + C135 mAb combination has high efficacy against the B.1.351 VOC spike in vivo and can diminish the development of disease during an ongoing SARS-CoV-2 infection in mice. These data support the further evaluation of this mAb cocktail as therapy in human patients infected with the B.1.351 variant.
Limitations of this study
Although mice are a robust pathogenesis small-animal model for COVID-19, their infection time course and time to peak lung viral replication are compressed relative to the infection time course of humans. Although this study suggests that early treatment with SARS-CoV-2 antivirals and mAbs is critical for best disease outcomes, it does not inform which specific time points may be targeted for interventions in humans. Moreover, the mice used in our mAb studies did not have humanized Fc receptors, which likely play a role in protection and/or pathogenesis in the context of COVID-19. Additional animal models may be used to help clarify these questions.
STAR★Methods
Key resources table
REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Antibodies | ||
C144_LS | Dr. Michel Nussenzweig, The Rockefeller University | N/A |
C135_LS | Dr. Michel Nussenzweig, The Rockefeller University | N/A |
3BNC117_LS | Dr. Michel Nussenzweig, The Rockefeller University | N/A |
10-1074_LS | Dr. Michel Nussenzweig, The Rockefeller University | N/A |
Bacterial and virus strains | ||
SARS-CoV-2 mouse-adapted 10 (MA10) | Dr. Ralph Baric, UNC Chapel Hill | N/A |
SARS-CoV-2 MA10 B.1.351 spike | This paper | N/A |
Chemicals, peptides, and recombinant proteins | ||
Remdesivir | Gilead Sciences | GS-5734 (RDV) |
Vehicle [12% sulfobutylether-β-cyclodextrin in water (with HCl/NaOH) at pH 5] | Gilead Sciences | N/A |
Critical commercial assays | ||
mMESSAGE mMACHINE T7 Transcription Kit | ThermoFisher Scientific | AM1344 |
Experimental models: Cell lines | ||
Vero C1008 (E6) | ATCC | CRL-1586 |
Experimental models: Organisms/strains | ||
C57BL/6 Ces1c/ mice | Jackson Labs | Stock # 014096 |
C57BL/6J | Jackson Labs | Stock # 000664 |
BALB/c | Envigo | # 047 |
Oligonucleotides | ||
E gene forward primer: 5′ CGATCT CTTGTAGATCTGTTCTCE 3′ |
Integrated DNA Technologies | N/A |
E gene reverse primer: 5′ ATATT GCAGCAGT ACGCACACA 3′ |
Integrated DNA Technologies | N/A |
N gene forward primer: 5′ CGATC TCTTGTAGATCTGTTCTC 3′ |
Integrated DNA Technologies | N/A |
N gene reverse primer: 5′ GGTGAA CCAAGACGCAGTAT 3′ | Integrated DNA Technologies | N/A |
Software and algorithms | ||
Prism 9 | GraphPad | https://www.graphpad.com/scientific-software/prism/ |
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the Lead Contact, Timothy P. Sheahan (sheahan@email.unc.edu).
Materials availability
Material and reagents generated in this study will be made available upon installment of a standard material transfer agreement (MTA) through UNC, while other reagents and viruses are available through BEI.
Data and code availability
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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 contain 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.
Experimental model and subject details
Animals and virus infections
Twenty-week-old male and female Ces1c (−/−) on a B6 background (C57BL/6J: Jackson Laboratory # 014096) and twenty-week-old female on a B6 background (C57BL6J: Jackson Laboratory # 000664) were purchased from Jackson Laboratory. Eleven-month-old female BALB/c mice were purchased from Envigo (#047). A mouse-adapted SARS-CoV-2 virus (MA10) was used in all experiments and this virus was previously described (Leist et al., 2020). Briefly, mutations predictive of increased affinity to mouse ACE2 were introduced into a SARS-CoV-2 virus plasmid system and the virus was recovered by reverse genetics (Dinnon et al., 2020). This modified virus was then serially passaged in aged BALBc mice (Envigo #047) for ten passages which we refer to as the mouse-adapted passage 10 (MA10) SARS-CoV-2 (Leist et al., 2020). A mouse-adapted (MA10) backbone expressing the SARS-CoV-2 B.1.351 spike was generated for this study. All mice were anesthetized and infected with SARS-CoV-2 MA10 or B.1.351 spike/MA10 intranasally with 1 × 104 PFU/ml. Mice were weighed daily and were monitored for signs of SARS-CoV-2 clinical disease in all experiments.
Animal care
The study was carried out in accordance with the recommendations for care and use of animals by the Office of Laboratory Animal Welfare (OLAW), National Institutes of Health and the Institutional Animal Care and Use Committee (IACUC) protocol number: 20-059 at University of North Carolina (UNC permit no. A-3410-01). Virus inoculations were performed under anesthesia and all efforts were made to minimize animal suffering. Animals were housed in groups and fed standard chow diets.
Method details
Study design and treatment groups
For the RDV experiment, a total of n = 40, ∼20-week-old male and female mice were divided into four groups each with n = 10 mice with equal numbers of females and males in each group. RDV was administered subcutaneously twice per day (BID) at 25 mg/kg. Groups of n = 10 mice (n = 5 males and n = 5 females) were used in either the prophylaxis −12 hours before infection group, the early therapeutic 12 hours post infection group, the mid-late therapeutic 24 hours post infection group, and the late therapeutic 48 hours post infection group.
For the initial monoclonal antibody experiment, mice were infected as described above and weighed daily and were monitored for signs of SARS-CoV-2 clinical disease. A total amount of 200 μg of C144 + C135, 200 μg of C144, 200 μg of C135, and 200 μg of HIV mAbs 3BC117 + 10-1074 was administered intraperitonially once by injection for each intervention group. Groups of n = 20 female mice (n = 5 mice treated with C144 + C135, n = 5 mice treated with C144, n = 5 mice treated with C135, and n = 5 mice treated with 3BNC117 + 10-1074) were administered antibody 12 hours before infection, n = 20 female mice (n = 5 mice treated with C144 + C135, n = 5 mice treated with C144, n = 5 mice treated with C135, and n = 5 mice treated with 3BNC117 + 10-1074) were administered antibody 12hpi (early therapeutic group), n = 20 female mice (n = 5 mice treated with C144 + C135, n = 5 mice treated with C144, n = 5 mice treated with C135, and n = 5 mice treated with 3BNC117 + 10-1074) were administered antibody 24hpi (mid-late therapeutic group), and n = 20 female mice (n = 5 mice treated with C144 + C135, n = 5 mice treated with C144, n = 5 mice treated with C135, and n = 5 mice treated with 3BNC117 + 10-1074) were administered antibody 48hpi (late therapeutic group).
For the 24hpi drug and mAb combination intervention experiment, a total of n = 40, ∼20-week-old male and female mice were divided into four groups each with n = 10 mice with equal numbers of females and males in each group. At 24hpi, RDV treatment was initiated by subcutaneous injection twice per day (BID) at 25 mg/kg, and a total amount of 200 μg of C144 + C135 was administered intraperitonially once by injection. n = 10 mice (n = 5 males and n = 5 females) were used in the vehicle + HIV mAb group. n = 10 mice (n = 5 males and n = 5 females) were used in the vehicle + C144 + C135 mAb group. n = 10 mice (n = 5 males and n = 5 females) were used in the RDV + HIV mAb group. n = 10 mice (n = 5 males and n = 5 females) were used in the RDV + C144 + C135 mAb group.
For the 36hpi drug + mAb combination intervention experiment, a total of n = 64, ∼20-week-old male and female mice were divided into four groups each with n = 16 mice with an equal number of females and males in each group. At 36hpi, RDV treatment was initiated by subcutaneous injection twice per day (BID) at 25 mg/kg, and a total of 200 μg of each monoclonal antibody treatment was administered intraperitonially once by injection. n = 32 mice were harvested at d3pi to evaluate early lung viral replication titers, and remaining mice were harvested at d5pi. n = 16 mice (n = 8 males and n = 8 females) were used in the vehicle + HIV mAb group. n = 16 mice (n = 8 males and n = 8 females) were used in the vehicle + C144 + C135 mAb group. n = 16 mice (n = 8 males and n = 8 females) were used in the RDV + HIV mAb group. n = 16 mice (n = 8 males and n = 8 females) were used in the RDV + C144 + C135 mAb group.
Finally, for the B.1.351 VOC experiment we used n = 10 aged BALB/c females in the HIV mAb control prophylaxis group, n = 10 aged BALB/c females in the C144 + C135 mAb combination prophylaxis group, and n = 10 aged BALB/c females in the C144 + C135 combination therapeutic group.
Lung pathology scoring
Acute lung injury was quantified via two separate lung pathology scoring scales: Matute-Bello and Diffuse Alveolar Damage (DAD) scoring systems. Analyses and scoring were performed by a Board Certified Veterinary Pathologist who was blinded to the treatment groups as described previously (Sheahan et al., 2020). Lung pathology slides were read and scored at 600X total magnification.
The lung injury scoring system used is from the American Thoracic Society (Matute-Bello) in order to help quantitate histological features of ALI observed in mouse models to relate this injury to human settings. In a blinded manner, three random fields of lung tissue were chosen and scored for the following: (A) neutrophils in the alveolar space (none = 0, 1–5 cells = 1, > 5 cells = 2), (B) neutrophils in the interstitial septae (none = 0, 1–5 cells = 1, > 5 cells = 2), (C) hyaline membranes (none = 0, one membrane = 1, > 1 membrane = 2), (D) Proteinaceous debris in air spaces (none = 0, one instance = 1, > 1 instance = 2), (E) alveolar septal thickening (< 2x mock thickness = 0, 2–4x mock thickness = 1, > 4x mock thickness = 2). To obtain a lung injury score per field, A–E scores were put into the following formula score = [(20x A) + (14 x B) + (7 x C) + (7 x D) + (2 x E)]/100. This formula contains multipliers that assign varying levels of importance for each phenotype of the disease state. The scores for the three fields per mouse were averaged to obtain a final score ranging from 0 to and including 1.
The second histology scoring scale to quantify acute lung injury was adopted from a lung pathology scoring system from lung RSV infection in mice (Schmidt et al., 2018). This lung histology scoring scale measures diffuse alveolar damage (DAD). Similar to the implementation of the ATS histology scoring scale, three random fields of lung tissue were scored for the following in a blinded manner: 1 = absence of cellular sloughing and necrosis, 2 = Uncommon solitary cell sloughing and necrosis (1–2 foci/field), 3 = multifocal (3+foci) cellular sloughing and necrosis with uncommon septal wall hyalinization, or 4 = multifocal (> 75% of field) cellular sloughing and necrosis with common and/or prominent hyaline membranes. The scores for the three fields per mouse were averaged to get a final DAD score per mouse. The microscope images were generated using an Olympus Bx43 light microscope and CellSense Entry v3.1 software.
Remdesivir (RDV)
RDV was synthesized at Gilead Inc., and its chemical composition and purity were analyzed by nuclear magnetic resonance, high resolution mass spectrometry, and high-performance liquid chromatography. RDV was solubilized in 12% sulfobutylether-β-cyclodextrin in water (with HCl/NaOH) at pH 5 for in vivo studies in mice. RDV was made available to UNC Chapel Hill under an existing material transfer agreement with Gilead Sciences Inc.
RNA extraction and subgenomic RNA assay
Lung lobes were harvested and homogenized in 1ml of TRIzol reagent. RNA was extracted with phenol/chloroform/isoamyl alcohol solution (25:24:1), precipitated with isopropyl alcohol, washed with 75% ethanol, and resuspended in RNAase-free water. SARS-CoV-2 E gene and N gene sgRNA was measured by a one-step RT-qPCR adapted from previously described methods (Li et al., 2021). RNA extracted from animal samples or RNA standards were then measured using TaqMan Fast Virus 1-Step Master Mix (ThermoFisher, catalog # 4444432) and custom primers/probes targeting the E gene sgRNA (forward primer: 5′ CGATCTCTTGTAGATCTGTTCTCE 3′; reverse primer: 5′ ATATTGCAGCAGT ACGCACACA 3′; probe: 5′ FAM ACACTAGCCATCCTTACTGCGCTTCG-BHQ1 3′) or the N gene sgRNA (forward primer: 5′ CGATCTCTTGTAGATCTGTTCTC 3′; reverse primer: 5′ GGTGAA CCAAGACGCAGTAT 3′; probe: 5′ FAM-TAACCAGAATGGAGAACGCAGTG GG-BHQ1 3′). RT-QPCRreactions were carried out on a CFX Opus 384 machine (Bio-Rad) using a program below: reverse transcription at 50°C for 5 minutes, initial denaturation at 95°C for 20 s, then 40 cycles of denaturation-annealing-extension at 95°C for 15 s and 60°C for 30 s. Standard curves were used to calculate E or N sgRNA in copies per ml; the limit of detections (LOD) for both E and N sgRNA assays were 150 copies per lung lobe.
Biocontainment and biosafety
Studies were approved by the UNC Institutional Biosafety Committee approved by animal and experimental protocols in the Baric laboratory. All work described here was performed with approved standard operating procedures for SARS-CoV-2 in a biosafety level 3 (BSL-3) facility conforming to requirements recommended in the Microbiological and Biomedical Laboratories, by the U.S. Department of Health and Human Service, the U.S. Public Health Service, and the U.S. Center for Disease Control and Prevention (CDC), and the National Institutes of Health (NIH).
Quantification and statistical analysis
All statistical analyses were performed using GraphPad Prism 9. Statistical tests used in each figure are denoted in the corresponding figure legend. A Sidak’s multiple comparisons test was used following 2-way ANOVAs and this is also denoted in the figure legends.
Acknowledgments
D.R.M. is funded by a Burroughs Wellcome Fund Postdoctoral Enrichment Program Award and a Hanna H. Gray Fellowship from the Howard Hughes Medical Institute and was supported by an NIH NIAID T32 AI007151 and an NIH F32 AI152296. This work was supported by NIAID R01 AI132178 awarded to T.P.S. and R.S.B. and an NIH animal models contract (HHSN272201700036I) to R.S.B. This project was also supported by the North Carolina Policy Collaboratory at the University of North Carolina at Chapel Hill with funding from the North Carolina Coronavirus Relief Fund established and appropriated by the North Carolina General Assembly. M.C.N. is an investigator of the Howard Hughes Medical Institute. Animal histopathology services were performed by the Animal Histopathology & Laboratory Medicine Core at the University of North Carolina, which is supported in part by an NCI Center Core Support Grant (5P30CA016086-41) to the UNC Lineberger Comprehensive Cancer Center.
Author contributions
Conceived the study: D.R.M., A.S., R.S.B., M.C.N., and T.P.S.; designed experiments: D.R.M., A.S., J.Y.F., E.B., D.P.P., T.C., R.S.B., M.C.N., and T.P.S.; performed laboratory experiments: D.R.M., A.S., S.R.L., D.L., K.G., and T.P.S.; provided critical reagents: J.Y.F., E.B., D.P.P., and T.C.; wrote the first draft of the paper: D.R.M. and T.P.S.; edited the manuscript: D.R.M., A.S., S.R.L., K.G., J.Y.F., E.B., D.P.P., T.C., S.A.M., B.F.H., R.S.B, M.C.N., and T.P.S.; all authors reviewed and approved the manuscript.
Declaration of interests
J.Y.F., E.B., D.P.P., and T.C. are employed by Gilead Sciences Inc.
Published: July 10, 2021
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.celrep.2021.109450.
Supplemental information
References
- ACTIV-3/TICO LY-CoV555 Study Group A neutralizing monoclonal antibody for hospitalized patients with Covid-19. N. Engl. J. Med. 2021;384:905–914. doi: 10.1056/NEJMoa2033130. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Agostini M.L., Andres E.L., Sims A.C., Graham R.L., Sheahan T.P., Lu X., Smith E.C., Case J.B., Feng J.Y., Jordan R., et al. Coronavirus Susceptibility to the Antiviral Remdesivir (GS-5734) Is Mediated by the Viral Polymerase and the Proofreading Exoribonuclease. mBio. 2018;9:e00221-18. doi: 10.1128/mBio.00221-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barnes C.O., Jette C.A., Abernathy M.E., Dam K.A., Esswein S.R., Gristick H.B., Malyutin A.G., Sharaf N.G., Huey-Tubman K.E., Lee Y.E., et al. SARS-CoV-2 neutralizing antibody structures inform therapeutic strategies. Nature. 2020;588:682–687. doi: 10.1038/s41586-020-2852-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barnes C.O., West A.P., Jr., Huey-Tubman K.E., Hoffmann M.A.G., Sharaf N.G., Hoffman P.R., Koranda N., Gristick H.B., Gaebler C., Muecksch F., et al. Structures of Human Antibodies Bound to SARS-CoV-2 Spike Reveal Common Epitopes and Recurrent Features of Antibodies. Cell. 2020;182:828–842.e16. doi: 10.1016/j.cell.2020.06.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beigel J.H., Tomashek K.M., Dodd L.E., Mehta A.K., Zingman B.S., Kalil A.C., Hohmann E., Chu H.Y., Luetkemeyer A., Kline S., et al. ACTT-1 Study Group Members Remdesivir for the Treatment of Covid-19 - Final Report. N. Engl. J. Med. 2020;383:1813–1826. doi: 10.1056/NEJMoa2007764. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brown A.J., Won J.J., Graham R.L., Dinnon K.H., 3rd, Sims A.C., Feng J.Y., Cihlar T., Denison M.R., Baric R.S., Sheahan T.P. Broad spectrum antiviral remdesivir inhibits human endemic and zoonotic deltacoronaviruses with a highly divergent RNA dependent RNA polymerase. Antiviral Res. 2019;169:104541. doi: 10.1016/j.antiviral.2019.104541. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen P., Nirula A., Heller B., et al. BLAZE-1 Investigators SARS-CoV-2 neutralizing antibody LY-CoV555 in ourpatients with Covid-19. NEJM. 2020 doi: 10.1056/NEJMoa2029849. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen R.E., Zhang X., Case J.B., Winkler E.S., Liu Y., VanBlargan L.A., Liu J., Errico J.M., Xie X., Suryadevara N., et al. Resistance of SARS-CoV-2 variants to neutralization by monoclonal and serum-derived polyclonal antibodies. Nat. Med. 2021;27:717–726. doi: 10.1038/s41591-021-01294-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- de Wit E., Feldmann F., Cronin J., Jordan R., Okumura A., Thomas T., Scott D., Cihlar T., Feldmann H. Prophylactic and therapeutic remdesivir (GS-5734) treatment in the rhesus macaque model of MERS-CoV infection. Proc. Natl. Acad. Sci. USA. 2020;117:6771–6776. doi: 10.1073/pnas.1922083117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dieterle M.E., Haslwanter D., Bortz R.H., Wirchnianski A.S., Lasso G., Vergnolle O., Abbasi S.A., Fels J.M., Laudermilch E., Florez C., et al. A replication-competent vesicular stomatitis virus for studies of SARS-CoV-2 spike-mediated cell entry and its inhibition. bioRxiv. 2020 doi: 10.1016/j.chom.2020.06.020. 2020.2005.2020.105247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dinnon K.H., 3rd, Leist S.R., Schäfer A., Edwards C.E., Martinez D.R., Montgomery S.A., West A., Yount B.L., Jr., Hou Y.J., Adams L.E., et al. A mouse-adapted model of SARS-CoV-2 to test COVID-19 countermeasures. Nature. 2020;586:560–566. doi: 10.1038/s41586-020-2708-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 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]
- Gottlieb R.L., Nirula A., Chen P., Boscia J., Heller B., Morris J., Huhn G., Cardona J., Mocherla B., Stosor V., et al. Effect of Bamlanivimab as Monotherapy or in Combination With Etesevimab on Viral Load in Patients With Mild to Moderate COVID-19: A Randomized Clinical Trial. JAMA. 2021;325:632–644. doi: 10.1001/jama.2021.0202. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hansen J., Baum A., Pascal K.E., Russo V., Giordano S., Wloga E., Fulton B.O., Yan Y., Koon K., Patel K., et al. Studies in humanized mice and convalescent humans yield a SARS-CoV-2 antibody cocktail. Science. 2020;369:1010–1014. doi: 10.1126/science.abd0827. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jones B.E., Brown-Augsburger P.L., Corbett K.S., Westendorf K., Davies J., Cujec T.P., Wiethoff C.M., Blackbourne J.L., Heinz B.A., Foster D., et al. LY-CoV555, a rapidly isolated potent neutralizing antibody, provides protection in a non-human primate model of SARS-CoV-2 infection. bioRxiv. 2020 doi: 10.1101/2020.09.30.318972. [DOI] [Google Scholar]
- Kalil A.C., Patterson T.F., Mehta A.K., Tomashek K.M., Wolfe C.R., Ghazaryan V.C., Marconi V.C., Ruiz-Palacios G.M., Hsieh L., Kline S., et al. Baricitinib plus Remdesivir for Hospitalized Adults with Covid-19. N. Engl. J. Med. 2021;384:795–807. doi: 10.1056/NEJMoa2031994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leist S.R., Dinnon K.H., 3rd, Schäfer A., Tse L.V., Okuda K., Hou Y.J., West A., Edwards C.E., Sanders W., Fritch E.J., et al. A Mouse-Adapted SARS-CoV-2 Induces Acute Lung Injury and Mortality in Standard Laboratory Mice. Cell. 2020;183:1070–1085.e12. doi: 10.1016/j.cell.2020.09.050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li D., Edwards R.J., Manne K., Martinez D.R., Schäfer A., Alam S.M., Wiehe K., Lu X., Parks R., Sutherland L.L., et al. The functions of SARS-CoV-2 neutralizing and infection-enhancing antibodies in vitro and in mice and nonhuman primates. bioRxiv. 2021 doi: 10.1101/2020.12.31.424729. [DOI] [Google Scholar]
- Liu Y., Yan L.M., Wan L., Xiang T.X., Le A., Liu J.M., Peiris M., Poon L.L.M., Zhang W. Viral dynamics in mild and severe cases of COVID-19. Lancet Infect. Dis. 2020;20:656–657. doi: 10.1016/S1473-3099(20)30232-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin R., Li J., Parvangada A., Perry J., Cihlar T., Mo H., Porter D., Svarovskaia E. Genetic conservation of SARS-CoV-2 RNA replication complex in globally circulating isolates and recently emerged variants from humans and minks suggests minimal pre-existing resistance to remdesivir. Antiviral Res. 2021;188:105033. doi: 10.1016/j.antiviral.2021.105033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matute-Bello G., Downey G., Moore B.B., Groshong S.D., Matthay M.A., Slutsky A.S., Kuebler W.M., Acute Lung Injury in Animals Study Group An official American Thoracic Society workshop report: features and measurements of experimental acute lung injury in animals. Am. J. Respir. Cell Mol. Biol. 2011;44:725–738. doi: 10.1165/rcmb.2009-0210ST. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Menachery V.D., Gralinski L.E., Baric R.S., Ferris M.T. New Metrics for Evaluating Viral Respiratory Pathogenesis. PLoS ONE. 2015;10:e0131451. doi: 10.1371/journal.pone.0131451. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Montagutelli X., Prot M., Levillayer L., Salazar E.B., Jouvion G., Conquet L., Donati F., Albert M., Gambaro F., Behillil S., et al. The B1.351 and P.1 variants extend SARS-CoV-2 host range to mice. bioRxiv. 2021 2021.2003.2018.436013. [Google Scholar]
- Planas D., Bruel T., Grzelak L., Guivel-Benhassine F., Staropoli I., Porrot F., Planchais C., Buchrieser J., Rajah M.M., Bishop E., et al. Sensitivity of infectious SARS-CoV-2 B.1.1.7 and B.1.351 variants to neutralizing antibodies. Nat. Med. 2021;27:917–924. doi: 10.1038/s41591-021-01318-5. [DOI] [PubMed] [Google Scholar]
- Pruijssers A.J., George A.S., Schäfer A., Leist S.R., Gralinksi L.E., Dinnon K.H., 3rd, Yount B.L., Agostini M.L., Stevens L.J., Chappell J.D., et al. Remdesivir Inhibits SARS-CoV-2 in Human Lung Cells and Chimeric SARS-CoV Expressing the SARS-CoV-2 RNA Polymerase in Mice. Cell Rep. 2020;32:107940. doi: 10.1016/j.celrep.2020.107940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Robbiani D.F., Gaebler C., Muecksch F., Lorenzi J.C.C., Wang Z., Cho A., Agudelo M., Barnes C.O., Gazumyan A., Finkin S., et al. Convergent antibody responses to SARS-CoV-2 in convalescent individuals. Nature. 2020;584:437–442. doi: 10.1038/s41586-020-2456-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rogers T.F., Zhao F., Huang D., Beutler N., Burns A., He W.T., Limbo O., Smith C., Song G., Woehl J., et al. Isolation of potent SARS-CoV-2 neutralizing antibodies and protection from disease in a small animal model. Science. 2020;369:956–963. doi: 10.1126/science.abc7520. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schäfer A., Muecksch F., Lorenzi J.C.C., Leist S.R., Cipolla M., Bournazos S., Schmidt F., Maison R.M., Gazumyan A., Martinez D.R., et al. Antibody potency, effector function, and combinations in protection and therapy for SARS-CoV-2 infection in vivo. J. Exp. Med. 2021;218:e20201993. doi: 10.1084/jem.20201993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schmidt M.E., Knudson C.J., Hartwig S.M., Pewe L.L., Meyerholz D.K., Langlois R.A., Harty J.T., Varga S.M. Memory CD8 T cells mediate severe immunopathology following respiratory syncytial virus infection. PLoS Pathog. 2018;14:e1006810. doi: 10.1371/journal.ppat.1006810. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sheahan T.P., Sims A.C., Graham R.L., Menachery V.D., Gralinski L.E., Case J.B., Leist S.R., Pyrc K., Feng J.Y., Trantcheva I., et al. Broad-spectrum antiviral GS-5734 inhibits both epidemic and zoonotic coronaviruses. Sci. Transl. Med. 2017;9:eaal3653. doi: 10.1126/scitranslmed.aal3653. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sheahan T.P., Sims A.C., Leist S.R., Schäfer A., Won J., Brown A.J., Montgomery S.A., Hogg A., Babusis D., Clarke M.O., et al. Comparative therapeutic efficacy of remdesivir and combination lopinavir, ritonavir, and interferon beta against MERS-CoV. Nat. Commun. 2020;11:222. doi: 10.1038/s41467-019-13940-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang D., Hu B., Hu C., Zhu F., Liu X., Zhang J., Wang B., Xiang H., Cheng Z., Xiong Y., et al. Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus-Infected Pneumonia in Wuhan, China. JAMA. 2020;323:1061–1069. doi: 10.1001/jama.2020.1585. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang L., Zhou T., Zhang Y., Yang E.S., Schramm C.A., Shi W., Pegu A., Oloninyi O.K., Ransier A., Darko S., et al. Antibodies with potent and broad neutralizing activity against antigenically diverse and highly transmissible SARS-CoV-2 variants. bioRxiv. 2021 doi: 10.1126/science.abh1766. 2021.02.25.432969. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 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]
- Wang Z., Schmidt F., Weisblum Y., Muecksch F., Barnes C.O., Finkin S., Schaefer-Babajew D., Cipolla M., Gaebler C., Lieberman J.A., et al. mRNA vaccine-elicited antibodies to SARS-CoV-2 and circulating variants. Nature. 2021;592:616–622. doi: 10.1038/s41586-021-03324-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weinreich D.M., Sivapalasingam S., Norton T., Ali S., Gao H., Bhore R., Musser B.J., Soo Y., Rofail D., Im J., et al. REGN-COV2, a Neutralizing Antibody Cocktail, in Outpatients with Covid-19. N. Engl. J. Med. 2021;384:238–251. doi: 10.1056/NEJMoa2035002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Williamson B.N., Feldmann F., Schwarz B., Meade-White K., Porter D.P., Schulz J., van Doremalen N., Leighton I., Yinda C.K., Pérez-Pérez L., et al. Clinical benefit of remdesivir in rhesus macaques infected with SARS-CoV-2. Nature. 2020;585:273–276. doi: 10.1038/s41586-020-2423-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang X., Yu Y., Xu J., Shu H., Xia J., Liu H., Wu Y., Zhang L., Yu Z., Fang M., et al. Clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia in Wuhan, China: a single-centered, retrospective, observational study. Lancet Respir. Med. 2020;8:475–481. doi: 10.1016/S2213-2600(20)30079-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zheng S., Fan J., Yu F., Feng B., Lou B., Zou Q., Xie G., Lin S., Wang R., Yang X., et al. Viral load dynamics and disease severity in patients infected with SARS-CoV-2 in Zhejiang province, China, January-March 2020: retrospective cohort study. BMJ. 2020;369:m1443. doi: 10.1136/bmj.m1443. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou F., Yu T., Du R., Fan G., Liu Y., Liu Z., Xiang J., Wang Y., Song B., Gu X., et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study. Lancet. 2020;395:1054–1062. doi: 10.1016/S0140-6736(20)30566-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou P., Yang X.L., Wang X.G., Hu B., Zhang L., Zhang W., Si H.R., Zhu Y., Li B., Huang C.L., et al. A pneumonia outbreak associated with a new coronavirus of probable bat origin. Nature. 2020;579:270–273. doi: 10.1038/s41586-020-2012-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu N., Zhang D., Wang W., Li X., Yang B., Song J., Zhao X., Huang B., Shi W., Lu R., et al. China Novel Coronavirus Investigating and Research Team A Novel Coronavirus from Patients with Pneumonia in China, 2019. N. Engl. J. Med. 2020;382:727–733. doi: 10.1056/NEJMoa2001017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zost S.J., Gilchuk P., Case J.B., Binshtein E., Chen R.E., Nkolola J.P., Schäfer A., Reidy J.X., Trivette A., Nargi R.S., et al. Potently neutralizing and protective human antibodies against SARS-CoV-2. Nature. 2020;584:443–449. doi: 10.1038/s41586-020-2548-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zost S.J., Gilchuk P., Chen R.E., Case J.B., Reidy J.X., Trivette A., Nargi R.S., Sutton R.E., Suryadevara N., Chen E.C., et al. Rapid isolation and profiling of a diverse panel of human monoclonal antibodies targeting the SARS-CoV-2 spike protein. Nat. Med. 2020;26:1422–1427. doi: 10.1038/s41591-020-0998-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
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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 contain 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.