A scalable serology solution for profiling humoral immune responses to SARS-CoV-2 infection and vaccination
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Abstract
OBJECTIVES
Antibody testing against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been instrumental in detecting previous exposures and analyzing vaccine-elicited immune responses. Here, we describe a scalable solution to detect and quantify SARS-CoV-2 antibodies, discriminate between natural infection- and vaccination-induced responses, and assess antibody-mediated inhibition of the spike-angiotensin converting enzyme 2 (ACE2) interaction.
METHODS
We developed methods and reagents to detect SARS-CoV-2 antibodies by enzyme-linked immunosorbent assay (ELISA). The main assays focus on the parallel detection of immunoglobulin (Ig)Gs against the spike trimer, its receptor binding domain (RBD), and nucleocapsid (N). We automated a surrogate neutralization (sn)ELISA that measures inhibition of ACE2-spike or -RBD interactions by antibodies. The assays were calibrated to a World Health Organization reference standard.
RESULTS
Our single-point IgG-based ELISAs accurately distinguished non-infected and infected individuals. For seroprevalence assessment (in a non-vaccinated cohort), classifying a sample as positive if antibodies were detected for ≥ 2 of the 3 antigens provided the highest specificity. In vaccinated cohorts, increases in anti-spike and -RBD (but not -N) antibodies are observed. We present detailed protocols for serum/plasma or dried blood spots analysis performed manually and on automated platforms. The snELISA can be performed automatically at single points, increasing its scalability.
CONCLUSIONS
Measuring antibodies to three viral antigens and identify neutralizing antibodies capable of disrupting spike-ACE2 interactions in high-throughput enables large-scale analyses of humoral immune responses to SARS-CoV-2 infection and vaccination. The reagents are available to enable scaling up of standardized serological assays, permitting inter-laboratory data comparison and aggregation.
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SciScore for 10.1101/2021.10.25.21265476: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
Ethics IRB: Participant recruitment and study approval – Toronto cohorts: Negative control serum samples were from patients enrolled in cancer studies pre-COVID-19 (prior to November 2019; Mount Sinai Hospital (MSH) Research Ethics Board (REB) studies #01-0138-U and #01-0347-U), which were archived and frozen in the Lunenfeld-Tanenbaum Research Institute (LTRI Sex as a biological variable not detected. Randomization not detected. Blinding not detected. Power Analysis not detected. Cell Line Authentication not detected. Table 2: Resources
Antibodies Sentences Resources Recombinant antibody production: The llama single domain antibody (VHH) VHH72-hFc1X7 (VHH72-Fc) was described previously (PDB entry 6WAQ_1) (17); … SciScore for 10.1101/2021.10.25.21265476: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
Ethics IRB: Participant recruitment and study approval – Toronto cohorts: Negative control serum samples were from patients enrolled in cancer studies pre-COVID-19 (prior to November 2019; Mount Sinai Hospital (MSH) Research Ethics Board (REB) studies #01-0138-U and #01-0347-U), which were archived and frozen in the Lunenfeld-Tanenbaum Research Institute (LTRI Sex as a biological variable not detected. Randomization not detected. Blinding not detected. Power Analysis not detected. Cell Line Authentication not detected. Table 2: Resources
Antibodies Sentences Resources Recombinant antibody production: The llama single domain antibody (VHH) VHH72-hFc1X7 (VHH72-Fc) was described previously (PDB entry 6WAQ_1) (17); additional VHHs (NRCoV2-04 and NRCoV2-20) were isolated in-house from llamas immunized with recombinant SARS-CoV-2 trimeric spike ectodomain SmT1 (Supplementary Figure 2). NRCoV2-20suggested: NoneVHH sequences were fused to an antibody-dependent cell-mediated cytotoxicity (ADCC)-attenuated human IgG1 Fc domain (hFc1X7, from patent US 2019 352 383A1). human IgG1 Fc domain ( hFc1X7suggested: NoneThe anti-human-IgG monoclonal antibodies (mAbs) IgG#5 and IgG#6 were derived from mice immunized with human IgG; heavy chain (HC) and light chain (LC) variable domain sequences (VH and VL) were fused to mouse IgG2a and mouse kappa LC constant sequences, respectively, to express full-length mAbs. anti-human-IgGsuggested: Nonemouse IgG2asuggested: NoneSARS-CoV-2 antibody-negative blood was spotted directly from EDTA Vacutainer tubes onto DBS cards. SARS-CoV-2suggested: NoneAll matched plasma and contrived DBS samples were tested using the anti-SARS-CoV-2 ELISA IgG kit (EUROIMMUN, Lübeck, Germany), according to the manufacturer’s instructions, to verify that donors were either positive or negative for SARS-CoV-2 antibodies prior to shipping to Toronto and Ottawa. anti-SARS-CoV-2 ELISA IgGsuggested: NoneFor spike and its RBD, the recombinant antibodies used were VHH72-Fc IgG (NRC; see above), human anti-spike S1 IgG (clone HC2001, GenScript, #A02038), human anti-Spike S1 IgM (clone hIgM2001, GenScript, #A02046), and human anti-spike IgA (clone CR3022, Absolute Antibody, Oxford, United Kingdom, #Ab01680-16.0). anti-spike S1 IgGsuggested: Noneanti-Spike S1 IgMsuggested: Noneanti-spike IgAsuggested: NoneFor N, the antibodies used were human anti-nucleocapsid IgG (clone HC2003, GenScript, #A02039) anti-nucleocapsid IgGsuggested: Noneanti-nucleoprotein IgM (CR3018 (03-018), Absolute Antibody, #Ab01690 -15.0), and anti-nucleoprotein IgA (CR3018 (03-018), Absolute Antibody, #Ab01690 -16.0). anti-nucleoprotein IgMsuggested: Noneanti-nucleoprotein IgAsuggested: NoneCR3018suggested: (Imported from the IEDB Cat# CR3018, RRID:AB_2833185)Negative control antibodies purified from human serum (final 1 µg/mL; human IgG, Sigma-Aldrich, Oakville, ON, Canada, human IgGsuggested: NoneAnti-human secondary antibodies (recombinant anti-human IgG#5-HRP, goat anti-human IgG Fcy-HRP (Jackson ImmunoResearch Labs, West Grove, PA, USA, #109-035-098) Anti-human secondarysuggested: Noneanti-human IgG#5-HRPsuggested: (Jackson ImmunoResearch Labs Cat# 109-035-098, RRID:AB_2337586)anti-human IgG Fcy-HRPsuggested: NoneBriefly, 100 μL samples of titrations of anti-SARS-CoV-2 S CR3022 Human IgG1 (Absolute Antibody, Ab01680-10.0), anti-SARS-CoV-2 S CR3022 Human IgA (Absolute Antibody, Ab01680-16.0), or anti-SARS-CoV-2 S CR3022 Human IgM (Absolute Antibody, Ab01680-15.0) were diluted in 1% w/v skim milk in PBST. anti-SARS-CoV-2 S CR3022 Human IgG1suggested: NoneHumansuggested: (Imported from the IEDB Cat# CR3022, RRID:AB_2848080)anti-SARS-CoV-2 S CR3022 Human IgAsuggested: Noneanti-SARS-CoV-2 S CR3022 Human IgMsuggested: NoneThe final isotype-specific secondary antibodies used were anti-human IgG#5-HRP (Supplementary Figure 3), anti-human IgA-HRP (Jackson ImmunoResearch Labs, 109-035-011), and anti-human IgM-HRP (Jackson ImmunoResearch Labs, 109-035-129). anti-human IgA-HRPsuggested: (SouthernBiotech Cat# 2050-05, RRID:AB_2687526)Two concentrations of secondary antibody IgG#5-HRP (0.09 and 0.18 μg/mL) were assessed using dilution curves of the VHH72-Fc antibody (to detect spike and its RBD) or an anti-N antibody (to detect N; Supplementary Figure 7), and the best concentration (0.18 μg/mL) was further tested on a dilution series of 32 serum samples provided by CBS (Supplemental Figure 8). VHH72-Fcsuggested: Noneanti-Nsuggested: NoneWe also tested anti-RBD NRCoV2-04 and NRCoV2-20 recombinant calibration antibodies, which were comparable to VHH72-Fc in reference curves (Supplementary Figure 7). anti-RBDsuggested: NoneNRCoV2-04suggested: NoneFor chemiluminescent assays, 10 µL of goat anti-human IgM-HRP (1:10,000; 0.80 ng/well) or goat anti-human IgA-HRP (1:12,000, 0.66 ng/well) were used as secondary antibodies. anti-human IgM-HRPsuggested: NoneExperimental Models: Cell Lines Sentences Resources Protein production: Spike trimer: The SARS-CoV-2 spike ectodomain construct (SmT1) with S1/S2 furin site mutations, K986P/V987P prefusion-stabilizing mutations, and human resistin as a trimerization partner (15) was produced using stably transfected Chinese Hamster Ovary (CHO) pools (CHOBRI/2353™ cells) and purified as described (8). CHOBRI/2353™suggested: NoneThe construct was expressed by transient gene expression in CHOBRI/55E1™ cells as described above (15). CHOBRI/55E1™suggested: NoneVHH and mAb sequences were synthesized by GenScript using C. griseus codon bias for expression in CHO cells and cloned into the pTT5™ plasmid. CHOsuggested: CLS Cat# 603479/p746_CHO, RRID:CVCL_0213)The ACE2-BAP cDNA was expressed by transient gene expression in CHOBRI/55E1 cells as described (15) with the addition of 5% (w/w) pTT5™-BirA (an Escherichia coli biotin ligase) expression plasmid as described previously (18). CHOBRI/55E1suggested: NoneRecombinant DNA Sentences Resources Nucleocapsid: N cDNA (corresponding to amino acids 1–419 of YP_009724397) was synthesized by GenScript (Piscataway, NJ, USA; using Cricetulus griseus codon bias) with a C-terminal FLAG-Twin-Strep-tag-(His)6 tag and cloned into the pTT5 expression plasmid (NRC) to create NCAP (16). pTT5suggested: RRID:Addgene_52326)Amino acids 331–521 of the SARS-CoV-2 spike protein (YP_009724390.1) corresponding to the RBD were cloned into the pTT5™ vector using EcoRI and BamHI. pTT5™suggested: NoneThe ACE2-BAP cDNA was expressed by transient gene expression in CHOBRI/55E1 cells as described (15) with the addition of 5% (w/w) pTT5™-BirA (an Escherichia coli biotin ligase) expression plasmid as described previously (18). pTT5™-BirAsuggested: NoneSoftware and Algorithms Sentences Resources Ottawa: Samples from DBS cards were punched manually or in a semi-automated manner using a PerkinElmer DBS puncher (PerkinElmer, Woodbridge, ON, Canada; 3.2 mm discs) or a BSD600 Ascent puncher (BSD Robotics; 3 mm discs) and eluted in 100 μL/disc PBS + 1% Triton X-100 for up to 16 h (minimum 4 h) in 96-well U-bottom plates on a shaker at room temperature. Canadasuggested: (Brain Canada, RRID:SCR_005053)Other data analyses: Plots were generated in R using the ggplot2, lattice, latticeExtra, grid, and gridExtra packages. ggplot2suggested: (ggplot2, RRID:SCR_014601)Results from OddPub: Thank you for sharing your data.
Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.Results from TrialIdentifier: No clinical trial numbers were referenced.
Results from Barzooka: We did not find any issues relating to the usage of bar graphs.
Results from JetFighter: We did not find any issues relating to colormaps.
Results from rtransparent:- Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
- Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
- No protocol registration statement was detected.
Results from scite Reference Check: We found no unreliable references.
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