Abstract
Background
Serological assays that detect antibodies to SARS-CoV-2 are critical for determining past infection and investigating immune responses in the COVID-19 pandemic. We established ELISA-based immunoassays using locally produced antigens when New Zealand went into a nationwide lockdown and the supply chain of diagnostic reagents was a widely held domestic concern. The relationship between serum antibody binding measured by ELISA and neutralising capacity was investigated using a surrogate viral neutralisation test (sVNT).
Methods
A pre-pandemic sera panel (n = 113), including respiratory infections with symptom overlap with COVID-19, was used to establish assay specificity. Sera from PCR‑confirmed SARS-CoV-2 patients (n = 21), and PCR-negative patients with respiratory symptoms suggestive of COVID-19 (n = 82) that presented to the two largest hospitals in Auckland during the lockdown period were included. A two-step IgG ELISA based on the receptor binding domain (RBD) and spike protein was adapted to determine seropositivity, and neutralising antibodies that block the RBD/hACE‑2 interaction were quantified by sVNT.
Results
The calculated cut-off (>0.2) in the two-step ELISA maximised specificity by classifying all pre-pandemic samples as negative. Sera from all PCR-confirmed COVID-19 patients were classified as seropositive by ELISA ≥7 days after symptom onset. There was 100% concordance between the two-step ELISA and the sVNT with all 7+ day sera from PCR‑confirmed COVID-19 patients also classified as positive with respect to neutralising antibodies. Of the symptomatic PCR-negative cohort, one individual with notable travel history was classified as positive by two-step ELISA and sVNT, demonstrating the value of serology in detecting prior infection.
Conclusions
These serological assays were established and assessed at a time when human activity was severely restricted in New Zealand. This was achieved by generous sharing of reagents and technical expertise by the international scientific community, and highly collaborative efforts of scientists and clinicians across the country. The assays have immediate utility in supporting clinical diagnostics, understanding transmission in high-risk cohorts and underpinning longer‑term ‘exit’ strategies based on effective vaccines and therapeutics.
Keywords: COVID-19, Serology, SARS-CoV-2, Neutralising antibodies, Spike protein
Introduction
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of the Coronavirus Disease 2019 (COVID-19) global pandemic, is typically detected in acutely infected individuals via nucleic acid-based polymerase chain reaction (PCR) tests (Sethuraman, Jeremiah & Ryo, 2020). The first evidence of community transmission in New Zealand was reported on 23 March 2020, the country went into an intense ‘Alert Level 4’ lockdown (the highest level of a 4-level response system) three days later and remained at this Alert Level for the following five weeks (Baker, Kvalsvig & Verrall, 2020). During this time there was notable increase in national nucleic acid testing capacity and this remains the cornerstone of SARS-CoV-2 diagnosis. However, there is also a need for reliable serological assays that measure antibody responses to the virus. While serological assays are not suited to the diagnosis of acute infections due to the days required to generate an antibody response, they are critical for determining past exposure and investigating immune responses (Abbasi, 2020; Sethuraman, Jeremiah & Ryo, 2020; Krammer & Simon, 2020).
Numerous laboratory-based serological assays for SARS-CoV-2 are being developed worldwide including enzyme-linked immunosorbent assays (ELISAs) and bead-based immunoassays for measurement of SARS-CoV-2 antibodies (Petherick, 2020; Garcia-Basteiro et al., 2020; Krammer & Simon, 2020), as well as virus neutralisation assays for quantification of neutralising antibodies (Tan et al., 2020; Anderson et al., 2020). The spike protein (S protein) expressed by SARS-CoV-2 contains a receptor binding domain (RBD), which interacts with host cells via the human angiotensin-converting enzyme 2 (hACE2) (Diamond & Pierson, 2020). The S protein is highly immunogenic and, given the integral role of the S protein and RBD in facilitating viral entry, these antigens form the basis of many immunoassays described to date (Duan et al., 2020; Garcia-Basteiro et al., 2020; Long et al., 2020; Amanat et al., 2020). Recent data from immunoassays based on the SARS-CoV-2 nucleocapsid protein also show high sensitivity (Sethuraman, Jeremiah & Ryo, 2020; Bryan et al., 2020). However, the higher sequence conservation of the SARS-CoV-2 nucleocapsid with other coronaviruses, compared to the S protein, increases the possibility of antibody crossreactivity against the nucleoprotein in those infected with related viruses (Krammer & Simon, 2020; Anderson et al., 2020).
As New Zealand entered Alert Level 4 Lockdown, and the supply chain of diagnostic reagents for managing COVID-19 testing was a widely held domestic concern, we sought to establish a serologic ELISA assay based on locally-produced SARS-CoV-2 antigens. We adapted the two-step ELISA protocols developed at The Icahn School of Medicine at Mount Sinai (New York City) based on the S protein and RBD, which has FDA Emergency Use Authorization (Amanat et al., 2020; Stadlbauer et al., 2020). A panel of sera/plasma from PCR-confirmed COVID-19 patients was compared with prepandemic sera to determine assay parameters. The relationship between antibody binding to the S protein and RBD, and neutralising ability was explored using the surrogate viral neutralisation test (sVNT) recently developed at Duke-NUS (Singapore) (Tan et al., 2020). Finally, the utility of both the ELISA and sVNT to identify prior SARS-CoV-2 infection was investigated in a cohort of PCR-negative patients that presented to hospital with respiratory symptoms during the lockdown period.
Methods
Human samples
Human plasma and sera were obtained from several different sources, all of which were granted ethical approval by the University of Auckland Human Ethics Committee or the Health and Disability Ethics Committee in New Zealand. A total of 113 samples collected before 2020 were used as negative controls and all participants (or their parents or legal 109 guardians) provided written informed consent. These included healthy adult volunteers (n = 31) (ethics UOA021200), hospitalised adults with bacteraemia or bacterial pneumonia (n = 25) (ethics HDEC 17/STH/233), together with children infected with various respiratory viruses (n = 57) (ethics HDEC 17/NTA/262) (Bennett et al., 2019). The patients with bacterial pneumonia had signs, symptoms and radiological imaging diagnostic of pneumonia and Streptococcus pneumoniae identified. The COVID-19 panel comprised serum and plasma (n = 21) obtained from 17 patients with PCR-confirmed SARS-CoV-2 infection and those with respiratory symptoms fitting the case definition for COVID-19 testing that were subsequently found negative by PCR (n = 82). The PCR-confirmed and PCR-negative patients were admitted to Middlemore or Auckland City hospitals in Auckland, New Zealand between March and May 2020 with residual sera/plasma stored following completion of all routine testing for validation of antibody diagnostics (ethics HDEC 20NTB76) (Table 1). All serum and plasma samples were heated at 56 °C for 30 min before use to inactivate any residual virus, as published (Amanat et al., 2020). Pooled human intravenous immunoglobulin (IVIG) were produced before 2020 from >1,500 donors in New Zealand (Intragram P) and Europe and North America (Privigen) (CSL Behring).
Table 1. Patient demographics.
Healthy donors | Respiratory infections | Hospitalised infections | COVID-19 cases | Symptomatic PCR-negative | ||
---|---|---|---|---|---|---|
Total | 31 | 57 | 25 | 17 | 82 | |
Age | Median | >20 years | 10 | 67 | 48 | 60 |
Range | 5–14 | 19–93 | 23–86 | 17–94 | ||
Gender | M/F | n/a* | 30/27 | 14/11 | 7/10 | 43/39 |
Year collected | 2014–2019 | 2018–2019 | 2018 | 2020 | 2020 | |
Viral infections | RSV | 6 | ||||
Influenza A | 14 | |||||
Influenza B | 16 | |||||
Parainfluenza 1 | 1 | |||||
Rhino/enterovirus | 7 | |||||
Other infections | Bacterial pharyngitis | 2 | ||||
Pertussis | 4 | |||||
Mycoplasma | 7 | |||||
Bacterial pneumonia | 5 | |||||
Bacteraemia | 20 |
Note:
Not available.
Indirect ELISA
The S protein and RBD antigens were expressed and purified from pCAGGS-RBD and pCAGGS-solSpike vectors respectively, kindly provided by Florian Krammer (The Icahn School of Medicine at Mt Sinai, New York City, NY, USA) using Expi293F or Freestyle293 human embryonic kidney (HEK) cells and published protocols (Stadlbauer et al., 2020), but with a modified transient transfection protocol using polyethyleneimine (PEI). Plasmid DNA was added at 3.5 μg/mL with PEI 7.0 at μg/mL for 24 h, after which culture volumes were doubled and supplemented with 2.2 mM valproic acid. Cultures were incubated with shaking for a further 72 h before protein purification was performed.
The two-step ELISA protocol that includes a single point screen against the RBD, followed by a confirmatory titration against the S protein (Stadlbauer et al., 2020), was utilised with minor modifications. In step one immunoplates were coated with RBD (5 μg/ml) overnight at 4 °C and blocked with phosphate-buffered saline supplemented with 0.1% Tween 20 (PBST) and 3% skim milk powder at 20 °C for 1 h. Serum or plasma diluted 1:100 in diluent buffer (PBST + 1% skim milk powder) was added for 1 h at 20 °C. Following washing (3× PBST), peroxidase-labelled anti-human IgG (97221; Abcam, Cambridge, United Kingdom) diluted 1:10,000 was added for 1 h at 20 °C. The reaction was developed with 3,3′,5,5′-Tetramethylbenzidine (TMB) and stopped with 1M HCl. The optical density (OD) at 450–570 nm was measured using an EnSight absorbance reader. In step two, immunoplates were coated with S protein (5 μg/ml) overnight at 4 °C and the ELISA was performed using the same protocol as in step one, except that 3-fold serial dilutions of samples starting at 1:100, were prepared. Samples were classified as seropositive if they had an OD above the calculated cutoff (>0.2) in the single point RBD ELISA and in at least two consecutive wells in the S protein titration ELISA. Positive and negative quality controls were included on each plate, with the assay meeting acceptance criteria if the OD was >0.75 and <0.03 for the positive and negative control, respectively.
To assess healthy control IgG reactivity to human coronaviruses (HCoV) ELISA were performed as described above with S1 antigens from HKU1, NL63, 229E and SARS-CoV-2 (Sino Biological, Beijing, China) coated at 5 μg/ml and a 1:300 sera dilution. Samples from PCR-confirmed COVID-19 patients were also subject to isotype-specific titration ELISA using peroxidase-labelled anti-human IgG (97221; Abcam, Cambridge, United Kingdom), anti-human IgM (97205; Abcam, Cambridge, United Kingdom) and anti-human IgA (97215; Abcam, Cambridge, United Kingdom) at 1:10,000 dilution. The area under the curve (AUC) was used to compare isotype-specific antibody titres and was calculated by subtracting background AUC of pooled negative control sera for each isotype in Prism 8 (GraphPad).
Surrogate viral neutralisation test
Surrogate neutralisation assays were carried out using a SARS-CoV-2 sVNT Kit supplied pre-launch by GenScript as described (Tan et al., 2020). Briefly, serum or plasma was diluted 1:20 before incubation with an equivalent volume of peroxidase-conjugated RBD for 30 min at 37 °C. This was added to wells pre-coated with human ACE-2 receptor protein and incubated for a further 15 min at 37 °C. Following washing and TMB development the OD 450 nm was measured using an EnSight absorbance reader. Inhibition was calculated as (1—OD sample/OD of negative control) × 100. Samples with a percentage inhibition ≥20% were deemed to have neutralising antibodies.
Statistical analysis
The two-step ELISA and sVNT analysis utilised a Kruskal–Wallis test for comparison between three groups with Dunn’s multiple comparisons test. AUC data were log10 transformed to achieve a Gaussian distribution and analysed by one-way ANOVA followed by Tukey’s multiple comparisons test. Correlations were calculated using Pearson’s correlation coefficient. Data were analysed using Prism 8 (GraphPad) or R (version 3.6.3) within R Studio (version 1.2.5033) and a P value of ≤0.05 was considered statistically significant.
Results
Indirect ELISA with the RBD and S protein
The RBD and S proteins used as antigens in the ELISA were shown to be >95% pure by SDS-PAGE following expression and purification from mammalian (HEK derived) cells. In line with previous reports the yield of RBD was approximately 10-fold higher per litre of culture than the S protein (Amanat et al., 2020). To establish ELISA cut-off values a panel of 113 sera collected prior to 2020 were tested, with the cut-off defined as mean plus three-standard deviations. Importantly, this panel included samples from participants with bacterial pneumonia and common respiratory viruses that have symptom overlap with SARS-CoV-2 infections (Table 1). The healthy control sera (n = 31) within the panel showed broad reactivity with S protein antigens from HCoV (HKU1, NL63, 229E), but not for SARS-CoV-2 (Fig. S1). As shown in Fig. 1A, all serum samples from PCR confirmed COVID-19 patients collected ≥7 days from symptom onset had IgG above the determined cut-off in the RBD screening ELISA (P < 0.0001), while the pooled IVIG preparations (representing >1,500 donors each) were negative.
To illustrate the utility of the second confirmatory ELISA, samples with absorbance close to the cut-off in the RBD screen were titrated against the S protein. As shown in Fig. 1B, the anti-S protein IgG titration clearly separated the true positives from the false positives, as only the PCR-confirmed COVID-19 samples met the seropositive criteria (OD > cut-off in at least two consecutive dilutions). Indeed, this second ELISA resulted in all pre-pandemic samples being classified as negative and a calculated specificity of 100%, albeit in a moderately sized sample panel. The use of IgM and IgA in the two-step ELISA protocol were also explored, however IgM was found to have lower sensitivity with only 4/18 of the 7+ day COVID-19 samples being seropositive, compared with 18/18 (100%) for IgG. IgA was deemed unsuitable as the assay window was inferior to that of IgG (OD range 0.01–0.82 compared with 0.01–1.42), and recent reports highlighted reduced sensitivity and specificity for IgA based SARS-CoV-2 ELISA (Meyer et al., 2020; Beavis et al., 2020).
Isotyping ELISA performed with the PCR-confirmed COVID-19 samples showed significantly higher titres for IgG compared with IgM and IgA for both the RBD and S protein (Figs. 1C and 1D, P < 0.01). Of note, only one sample had IgM levels higher than IgG, with the remaining 20 samples having higher IgG than IgM, despite ~40% of the samples being collected within 2-weeks of symptom onset.
Neutralising anti-SARS-CoV-2 antibodies
The presence of neutralising antibodies (NAbs) capable of blocking the interaction between the SARS-CoV-2 RBD and the hACE-2 receptor was assessed using sVNT (Fig. 2A) (Tan et al., 2020). To validate performance, the pre-pandemic panel (n = 113) was compared with the PCR-confirmed COVID-19 samples. Using the cut-off value of 20% inhibition recommended by the manufacturer, all control samples tested were negative, resulting in a 100% specificity. Similarly, all sera from PCR-confirmed COVID-19 patients collected ≥7 days from symptom onset were positive for a sensitivity of 100%. An experimentally calculated cutoff of 19.59% (mean + 3SD of controls) also gave 100% sensitivity and there was a significant increase in the level of NAbs (% inhibition) in the 7+ day COVID-19 samples compared with controls (P < 0.001).
A correlation analysis of the sVNT with ELISA titre data for IgG, IgM and IgA against the RBD and S protein found the highest correlation between the sVNT and anti-RBD IgG (r = 0.91, P < 0.0001), suggesting anti-RBD IgG is the best predictor of neutralisation (Fig. 2B). Temporal samples were available for three of the PCR-confirmed COVID-19 patients, with increasing NAbs detected in patient one between days 6 and 9, and higher levels of NAbs in patients two and three between days 11 and 31 and days 15 and 31, respectively (Fig. 2C). In keeping, there was a significant, positive correlation between days from symptom onset and the level of NAbs (% inhibition) in the PCR-confirmed COVID-19 patient group up to 40 days (Fig. 2D; r = 0.54, P < 0.05).
Patients with COVID-19-like symptoms
To assess the utility of the two-step ELISA protocol and the sVNT in detecting prior SARS-CoV-2 infection, 82 patients who presented to hospital during the lockdown period with respiratory symptoms fitting the case definition for COVID-19 testing, but negative for PCR, were analysed. A single patient was classified as seropositive in the two-step ELISA (RBD screen, OD 0.87; S protein titration OD > 0.2 in four consecutive dilution wells, Supplemental Data). Similarly, only one patient was classified as positive in the sVNT with 65.5% inhibition (Fig. 2A). This was the same patient identified using the two-step ELISA, indicating a prior undetected SARS-CoV-2 infection. Although the patient was PCR negative at presentation, they had notable travel history as a risk factor.
Discussion
At the time of writing, New Zealand has eliminated community transmission of SARS-CoV-2. This is a very different scenario to that during Alert Level 4 Lockdown, when human activity was severely restricted, and the perceived need for rapid establishment of serological assays was significant. Through the generous sharing of reagents and technical expertise by the international scientific community, and highly collaborative efforts of scientists and clinicians across the country we were able to establish and assess the described serological assays in a matter of weeks. These assays detect SARS-CoV-2 IgG and the presence of neutralising antibodies, in persons who have been infected with SARS-CoV-2 at least seven days after symptom onset, with repeat sampling recommended in those where samples are obtained <7 days from symptom onset. While the lack of community transmission in New Zealand has limited the scale of serological investigations thus far, maintaining our current state requires near-perfect management of returning travellers, as new cases are imported. Serological assays could have a key role in our border setting, identifying persons who have previously had a SARS-CoV-2 infection. Furthermore, the application of serological assays that enable accurate measurement and further understanding of SARS-CoV-2 immune responses are crucial to any ‘exit strategy’ reliant on effective vaccines and/or therapeutics (Baker, Kvalsvig & Verrall, 2020).
The two-step ELISA protocol is based on published protocols (Stadlbauer et al., 2020), with the seropositive cut-off established using a panel of pre-pandemic sera that showed bacterial pneumonia and other common respiratory infections such as rhinovirus, influenza and respiratory syncytial virus did not cross-react with the SARS-CoV-2 RBD and S proteins. Although the pre-pandemic panel does not include samples from known human coronavirus infections, the healthy control sera in the panel had broad reactivity with HCoV antigens. This is consistent with other studies, which have reported that the majority of banked pre-pandemic sera react with human coronavirus antigens given the ubiquitous nature of these infections (Amanat et al., 2020; Juno et al., 2020). Furthermore, neither of the pooled IVIG preparations derived from >1,500 donors tested in this study reacted with SARS-CoV-2 RBD or S proteins, consistent with the negligible crossreactivity of human coronavirus sera reported by the assay developers (Amanat et al., 2020; Tan et al., 2020).
All PCR-confirmed COVID-19 patients showed strong seroconversion a week after symptom onset, with mean ELISA AUC titre for anti-RBD IgG of 1:1,500. Although our sample size was limited, the antibody responses follow trends observed in larger COVID-19 cohorts in settings with higher case numbers. This includes a concurrent rise in IgM and IgG (Huang et al., 2020; To et al., 2020), and robust antibody responses to the full-length S protein, as well as RBD (Chen et al., 2020; Amanat et al., 2020; Juno et al., 2020). The level of NAbs, which block the interaction of the RBD with the hACE-2 receptor was highly correlated with anti-RBD IgG in this study. This is in keeping with observations that most SARS-CoV-2 neutralising epitopes are localised in the RBD (Ju et al., 2020; Chen et al., 2020) and that neutralisation measured by conventional, viral neutralisation assays is reported to correlate with the sVNT (Tan et al., 2020). While more extensive comparison of the sVNT with gold standard viral neutralisation assays is required, the ability of the assay to measure total NAbs in less than 2 h, without the need to handle live SARS-CoV-2 virus, provides strong rationale to consider these types of assays in pandemic management, particularly in settings where BSL3 laboratory infrastructure is limited.
Serological tests are traditionally used to support clinical diagnosis by determining recent or prior infection when swab results are negative (Bryant et al., 2020). In the context of SARS-CoV-2 infections, serology could confirm diagnosis in individuals who are PCR negative due to late presentation or technical limitations of swab-based tests. Proof of principle was demonstrated in this study by the identification of a seropositive individual in the two-step ELISA and the sVNT from a cohort of 82 patients with respiratory symptoms that presented to hospital during the Alert level 4 lockdown period. The positive serology results, combined with travel history, suggest a prior undetected SARS-CoV-2 infection and highlight the value of accurate serology in clinical diagnosis. Extending the application of serology to understand SARS-CoV-2 transmission within clusters was recently demonstrated in Singapore, where detection of seropositive individuals enabled three small clusters to be connected (Yong et al., 2020). Beyond transmission studies, serological testing in managed isolation facilities could provide a more complete picture of previous SARS-CoV-2 infections in returning citizens in settings like New Zealand where strict border restrictions remain.
Large scale serosurveys require careful consideration of assay sensitivity and specificity. While the serological assays described in this study show very high sensitivity and specificity, markedly larger cohorts would need to be tested before robust assessments of accuracy can be performed. Indeed, the need for rigorously validated assays is arguably greater in low prevalence settings like New Zealand before wide-spread serosurveys are considered. Even an assay with near perfect specificity of 99.9% would identify 100 false positives in every 100,000 individuals, and with <0.1% of the New Zealand population having been infected, positive predictive value is extremely limited. In contrast, targeted studies of high-risk individuals such as health care workers, those linked with clusters and in managed isolation would provide an opportunity to assess serological assay performance, and generate critical local data on levels of antibodies in those with symptomatic versus asymptomatic infection (Krammer & Simon, 2020; Bryant et al., 2020). Studies that incorporate RBD-based assays such as those described here, as well as the nucleoprotein as per the high-throughput systems recently launched by Roche and Abbott (Bryan et al., 2020), would provide insight into SARS-CoV-2 exposure together with antibody neutralisation, and lay the foundation for future studies aimed at understanding long-term antibody persistence and vaccine efficacy.
Conclusion
In summary, the collective support of international colleagues combined with a collaborative domestic network of scientists and clinicians enabled serological assays for COVID-19 to be established during a nationwide lockdown. The success of the open approach we have taken may offer considerable advantages in other settings where access to reagents and resources is currently constrained. Importantly, these assays showed that hospitalised patients infected with SARS-CoV-2 develop high levels of neutralising antibodies. While the low prevalence of COVID-19 infections in New Zealand currently limits the use of serological assays in population level serosurveys, they have immediate utility in clinical diagnostics, studies to understand transmission in high-risk cohorts and underpinning longer-term ‘exit’ strategies based on effective vaccines and/or therapeutics.
Supplemental Information
Acknowledgments
We thank Shirley Lawrence and Franklin Han for assistance with patient recruitment, and Paul Austin for laboratory support. Florian Krammer is thanked for the timely provision of vectors for expression of the proteins used in this study. We are grateful to Linfa Wang at Duke-NUS and GenScript for providing sVNT testing kits and technical advice.
Funding Statement
This work was funded by the School of Medicine Foundation (University of Auckland), the COVID-19 Innovation Acceleration Fund (Ministry of Business, Innovation and Employment) and Callaghan Innovation Strategic Investment Fund. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare that they have no competing interests.
Author Contributions
Reuben McGregor conceived and designed the experiments, performed the experiments, analysed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Alana L. Whitcombe conceived and designed the experiments, performed the experiments, analysed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Campbell R. Sheen conceived and designed the experiments, performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
James M. Dickson performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Catherine L. Day conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Lauren H. Carlton performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Prachi Sharma performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
J. Shaun Lott conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Barbara Koch performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Julie Bennett performed the experiments, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Michael G. Baker conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Stephen R. Ritchie conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Shivani Fox-Lewis performed the experiments, analysed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, and approved the final draft.
Susan C. Morpeth conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Susan L. Taylor conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Sally A. Roberts conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Rachel H. Webb conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Nicole J. Moreland conceived and designed the experiments, analysed the data, authored or reviewed drafts of the paper, and approved the final draft.
Human Ethics
The following information was supplied relating to ethical approvals (i.e. approving body and any reference numbers):
Human plasma and sera were obtained from several different sources, all of which were granted ethical approval by the University of Auckland Human Ethics Committee or the Health and Disability Ethics Committee in New Zealand (UOA021200; HDEC 17/STH/233; HDEC 17/NTA/262; HDEC 20NTB76).
Data Availability
The following information was supplied regarding data availability:
The raw data from the 2-step ELISA and the sVNT assays are available as Supplemental Files.
References
- Abbasi (2020).Abbasi J. The promise and peril of antibody testing for COVID-19. JAMA. 2020;323(19):1881. doi: 10.1001/jama.2020.6170. [DOI] [PubMed] [Google Scholar]
- Amanat et al. (2020).Amanat F, Stadlbauer D, Strohmeier S, Nguyen THO, Chromikova V, McMahon M, Jiang K, Arunkumar GA, Jurczyszak D, Polanco J, Bermudez-Gonzalez M, Kleiner G, Aydillo T, Miorin L, Fierer DS, Lugo LA, Kojic EM, Stoever J, Liu STH, Cunningham-Rundles C, Felgner PL, Moran T, García-Sastre A, Caplivski D, Cheng AC, Kedzierska K, Vapalahti O, Hepojoki JM, Simon V, Krammer F. A serological assay to detect SARS-CoV-2 seroconversion in humans. Nature Medicine. 2020;26:1033–1036. doi: 10.1038/s41591-020-0913-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anderson et al. (2020).Anderson DE, Tan CW, Chia WN, Young BE, Linster M, Low JH, Tan Y-J, Chen MIC, Smith GJD, Leo YS, Lye DC, Wang L-F. Lack of cross-neutralization by SARS patient sera towards SARS-CoV-2. Emerging Microbes & Infections. 2020;9(1):900–902. doi: 10.1080/22221751.2020.1761267. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baker, Kvalsvig & Verrall (2020).Baker MG, Kvalsvig A, Verrall AJ. New Zealand’s COVID-19 elimination strategy. Medical Journal of Australia. 2020 doi: 10.5694/mja2.50735. Epub ahead of print 13 August 2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beavis et al. (2020).Beavis KG, Matushek SM, Abeleda APF, Bethel C, Hunt C, Gillen S, Moran A, Tesic V. Evaluation of the EUROIMMUN Anti-SARS-CoV-2 ELISA Assay for detection of IgA and IgG antibodies. Journal of Clinical Virology: The Official Publication of the Pan American Society for Clinical Virology. 2020;129:104468. doi: 10.1016/j.jcv.2020.104468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bennett et al. (2019).Bennett J, Moreland NJ, Oliver J, Crane J, Williamson DA, Sika-Paotonu D, Harwood M, Upton A, Smith S, Carapetis J, Baker MG. Understanding group A streptococcal pharyngitis and skin infections as causes of rheumatic fever: protocol for a prospective disease incidence study. BMC Infectious Diseases. 2019;19(1):633. doi: 10.1186/s12879-019-4126-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bryan et al. (2020).Bryan A, Pepper G, Wener MH, Fink SL, Morishima C, Chaudhary A, Jerome KR, Mathias PC, Greninger AL. Performance characteristics of the abbott architect SARS-CoV-2 IgG assay and seroprevalence in Boise, Idaho. Journal of Clinical Microbiology. 2020;58(8):727. doi: 10.1128/JCM.00941-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bryant et al. (2020).Bryant JE, Azman AS, Ferrari MJ, Arnold BF, Boni MF, Boum Y, Hayford K, Luquero FJ, Mina MJ, Rodriguez-Barraquer I, Wu JT, Wade D, Vernet G, Leung DT. Serology for SARS-CoV-2: apprehensions, opportunities, and the path forward. Science Immunology. 2020;5(47):eabc6347. doi: 10.1126/sciimmunol.abc6347. [DOI] [PubMed] [Google Scholar]
- Chen et al. (2020).Chen X, Li R, Pan Z, Qian C, Yang Y, You R, Zhao J, Liu P, Gao L, Li Z, Huang Q, Xu L, Tang J, Tian Q, Yao W, Hu L, Yan X, Zhou X, Wu Y, Deng K, Zhang Z, Qian Z, Chen Y, Ye L. Human monoclonal antibodies block the binding of SARS-CoV-2 spike protein to angiotensin converting enzyme 2 receptor. Cellular & Molecular Immunology. 2020;579:265. doi: 10.1038/s41423-020-0426-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Diamond & Pierson (2020).Diamond MS, Pierson TC. The challenges of vaccine development against a new virus during a pandemic. Cell Host & Microbe. 2020;27(5):699–703. doi: 10.1016/j.chom.2020.04.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Duan et al. (2020).Duan K, Liu B, Li C, Zhang H, Yu T, Qu J, Zhou M, Chen L, Meng S, Hu Y, Peng C, Yuan M, Huang J, Wang Z, Yu J, Gao X, Wang D, Yu X, Li L, Zhang J, Wu X, Li B, Xu Y, Chen W, Peng Y, Hu Y, Lin L, Liu X, Huang S, Zhou Z, Zhang L, Wang Y, Zhang Z, Deng K, Xia Z, Gong Q, Zhang W, Zheng X, Liu Y, Yang H, Zhou D, Yu D, Hou J, Shi Z, Chen S, Chen Z, Zhang X, Yang X. Effectiveness of convalescent plasma therapy in severe COVID-19 patients. Proceedings of the National Academy of Sciences of the United States of America. 2020;117(17):9490–9496. doi: 10.1073/pnas.2004168117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Garcia-Basteiro et al. (2020).Garcia-Basteiro AL, Moncunill G, Tortajada M, Vidal M, Guinovart C, Jimenez A, Santano R, Sanz S, Mendez S, Llupia A, Aguilar R, Alonso S, Barrios D, Carolis C, Cistero P, Choliz E, Cruz A, Fochs S, Jairoce C, Hecht J, Lamoglia M, Martinez MJ, Mitchell R, Ortega N, Pey N, Puyol L, Ribes M, Rosell N, Sotomayor P, Torres S, Williams S, Barroso S, Vilella A, Munoz J, Varela P, Trilla A, Mayor A, Dobano C. Seroprevalence of antibodies against SARS-CoV-2 among health care workers in a large Spanish reference hospital. Nature Communications. 2020;11:3500. doi: 10.1038/s41467-020-17318-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang et al. (2020).Huang AT, Garcia-Carreras B, Hitchings MDT, Yang B, Katzelnick L, Rattigan SM, Borgert B, Moreno C, Solomon BD, Rodriguez-Barraquer I, Lessler J, Salje H, Burke DS, Wesolowski A, Cummings DAT. A systematic review of antibody mediated immunity to coronaviruses: antibody kinetics, correlates of protection, and association of antibody responses with severity of disease. MedRxix. 2020 doi: 10.1101/2020.04.14.20065771. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ju et al. (2020).Ju B, Zhang Q, Ge J, Wang R, Yu J, Sun J, Ge X, Yu J, Shan S, Zhou B, Song S, Tang X, Yu J, Lan J, Yuan J, Wang H, Zhao J, Zhang S, Wang Y, Shi X, Liu L, Hao J, Wang X, Zhang Z, Zhang L. Human neutralizing antibodies elicited by SARS-CoV-2 infection. Nature. 2020;584:115–119. doi: 10.1038/s41586-020-2380-z. [DOI] [PubMed] [Google Scholar]
- Juno et al. (2020).Juno JA, Tan H-X, Lee WS, Reynaldi A, Kelly HG, Wragg K, Esterbauer R, Kent HE, Batten CJ, Mordant FL, Gherardin NA, Pymm P, Dietrich MH, Scott NE, Tham W-H, Godfrey DI, Subbarao K, Davenport MP, Kent SJ, Wheatley AK. Humoral and circulating follicular helper T cell responses in recovered patients with COVID-19. Nature Medicine. 2020;52:583. doi: 10.1038/s41591-020-0995-0. [DOI] [PubMed] [Google Scholar]
- Krammer & Simon (2020).Krammer F, Simon V. Serology assays to manage COVID-19. Science. 2020;368(6495):1060–1061. doi: 10.1126/science.abc1227. [DOI] [PubMed] [Google Scholar]
- Long et al. (2020).Long Q-X, Liu B-Z, Deng H-J, Wu G-C, Deng K, Chen Y-K, Liao P, Qiu J-F, Lin Y, Cai X-F, Wang D-Q, Hu Y, Ren J-H, Tang N, Xu Y-Y, Yu L-H, Mo Z, Gong F, Zhang X-L, Tian W-G, Hu L, Zhang X-X, Xiang J-L, Du H-X, Liu H-W, Lang C-H, Luo X-H, Wu S-B, Cui X-P, Zhou Z, Zhu M-M, Wang J, Xue C-J, Li X-F, Wang L, Li Z-J, Wang K, Niu C-C, Yang Q-J, Tang X-J, Zhang Y, Liu X-M, Li J-J, Zhang D-C, Zhang F, Liu P, Yuan J, Li Q, Hu J-L, Chen J, Huang A-L. Antibody responses to SARS-CoV-2 in patients with COVID-19. Nature Medicine. 2020;62(7791):477–478. doi: 10.1038/d41586-020-00094-5. [DOI] [PubMed] [Google Scholar]
- Meyer et al. (2020).Meyer B, Torriani G, Yerly S, Mazza L, Calame A, Arm-Vernez I, Zimmer G, Agoritsas T, Stirnemann J, Spechbach H, Guessous I, Stringhini S, Pugin J, Roux-Lombard P, Fontao L, Siegrist CA, Eckerle I, Vuilleumier N, Kaiser L. Validation of a commercially available SARS-CoV-2 serological immunoassay. Clinical Microbiology and Infection: The Official Publication of the European Society of Clinical Microbiology and Infectious Diseases. 2020 doi: 10.1016/j.cmi.2020.06.024. Epub ahead of print 27 June 2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Petherick (2020).Petherick A. Developing antibody tests for SARS-CoV-2. Lancet. 2020;395(10230):1101–1102. doi: 10.1016/S0140-6736(20)30788-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sethuraman, Jeremiah & Ryo (2020).Sethuraman N, Jeremiah SS, Ryo A. Interpreting diagnostic tests for SARS-CoV-2. JAMA. 2020;323(22):2249. doi: 10.1001/jama.2020.8259. [DOI] [PubMed] [Google Scholar]
- Stadlbauer et al. (2020).Stadlbauer D, Amanat F, Chromikova V, Jiang K, Strohmeier S, Arunkumar GA, Tan J, Bhavsar D, Capuano C, Kirkpatrick E, Meade P, Brito RN, Teo C, McMahon M, Simon V, Krammer F. SARS-CoV-2 seroconversion in humans: a detailed protocol for a serological assay, antigen production, and test setup. Current Protocols in Microbiology. 2020;57(1):e100. doi: 10.1002/cpmc.100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tan et al. (2020).Tan CW, Chia WN, Qin X, Liu P, Chen MIC, Tiu C, Hu Z, Chen VC-W, Young BE, Sia WR, Tan Y-J, Foo R, Yi Y, Lye DC, Anderson DE, Wang L-F. A SARS-CoV-2 surrogate virus neutralization test based on antibody-mediated blockage of ACE2-spike protein–protein interaction. Nature Biotechnology. 2020;395:470. doi: 10.1038/s41587-020-0631-z. [DOI] [PubMed] [Google Scholar]
- To et al. (2020).To KK-W, Tsang OT-Y, Leung W-S, Tam AR, Wu T-C, Lung DC, Yip CC-Y, Cai J-P, Chan JM-C, Chik TS-H, Lau DP-L, Choi CY-C, Chen L-L, Chan W-M, Chan K-H, Ip JD, Ng AC-K, Poon RW-S, Luo C-T, Cheng VC-C, Chan JF-W, Hung IF-N, Chen Z, Chen H, Yuen K-Y. Temporal profiles of viral load in posterior oropharyngeal saliva samples and serum antibody responses during infection by SARS-CoV-2: an observational cohort study. Lancet Infectious Diseases. 2020;20(5):565–574. doi: 10.1016/S1473-3099(20)30196-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yong et al. (2020).Yong SEF, Anderson DE, Wei WE, Pang J, Chia WN, Tan CW, Teoh YL, Rajendram P, Toh MPHS, Poh C, Koh VTJ, Lum J, Suhaimi N-AM, Chia PY, Chen MI-C, Vasoo S, Ong B, Leo YS, Wang L, Lee VJM. Connecting clusters of COVID-19: an epidemiological and serological investigation. Lancet Infectious Diseases. 2020;20(7):809–815. doi: 10.1016/S1473-3099(20)30273-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The following information was supplied regarding data availability:
The raw data from the 2-step ELISA and the sVNT assays are available as Supplemental Files.