From Multiplex Serology to Serolomics—A Novel Approach to the Antibody Response against the SARS-CoV-2 Proteome
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Abstract
The emerging SARS-CoV-2 pandemic entails an urgent need for specific and sensitive high-throughput serological assays to assess SARS-CoV-2 epidemiology. We, therefore, aimed at developing a fluorescent-bead based SARS-CoV-2 multiplex serology assay for detection of antibody responses to the SARS-CoV-2 proteome. Proteins of the SARS-CoV-2 proteome and protein N of SARS-CoV-1 and common cold Coronaviruses (ccCoVs) were recombinantly expressed in E. coli or HEK293 cells. Assay performance was assessed in a COVID-19 case cohort (n = 48 hospitalized patients from Heidelberg) as well as n = 85 age- and sex-matched pre-pandemic controls from the ESTHER study. Assay validation included comparison with home-made immunofluorescence and commercial enzyme-linked immunosorbent (ELISA) assays. A sensitivity of 100% (95% CI: 86–100%) was achieved in COVID-19 patients 14 days post symptom onset with dual sero-positivity to SARS-CoV-2 N and the receptor-binding domain of the spike protein. The specificity obtained with this algorithm was 100% (95% CI: 96–100%). Antibody responses to ccCoVs N were abundantly high and did not correlate with those to SARS-CoV-2 N. Inclusion of additional SARS-CoV-2 proteins as well as separate assessment of immunoglobulin (Ig) classes M, A, and G allowed for explorative analyses regarding disease progression and course of antibody response. This newly developed SARS-CoV-2 multiplex serology assay achieved high sensitivity and specificity to determine SARS-CoV-2 sero-positivity. Its high throughput ability allows epidemiologic SARS-CoV-2 research in large population-based studies. Inclusion of additional pathogens into the panel as well as separate assessment of Ig isotypes will furthermore allow addressing research questions beyond SARS-CoV-2 sero-prevalence.
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SciScore for 10.1101/2020.10.19.20214916: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
Institutional Review Board Statement IRB: The study was approved by the Ethics Committee of the Medical Faculty Heidelberg (approval number S-148/2020) and conducted in accordance with the Declaration of Helsinki.
Consent: Written informed consent was obtained from each participant.Randomization We randomly selected n=88 participants to frequency match the age- and sex-distribution among the above-described hospitalized n=48 Covid-19 patients. Blinding not detected. Power Analysis not detected. Sex as a biological variable not detected. Cell Line Authentication not detected. Table 2: Resources
Antibodies Sentences Resources To assess potential cross-reactivity in the measured antibody responses, we included … SciScore for 10.1101/2020.10.19.20214916: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
Institutional Review Board Statement IRB: The study was approved by the Ethics Committee of the Medical Faculty Heidelberg (approval number S-148/2020) and conducted in accordance with the Declaration of Helsinki.
Consent: Written informed consent was obtained from each participant.Randomization We randomly selected n=88 participants to frequency match the age- and sex-distribution among the above-described hospitalized n=48 Covid-19 patients. Blinding not detected. Power Analysis not detected. Sex as a biological variable not detected. Cell Line Authentication not detected. Table 2: Resources
Antibodies Sentences Resources To assess potential cross-reactivity in the measured antibody responses, we included protein N of SARS-1 (NCBI accession no. NP_828858.1), and ccCoVs NL63 (NCBI accession no. YP_003771.1), 229E (NCBI accession no. NP_073556.1) , OC43 (NCBI accession no. AAT84358.1), and HKU1 (NCBI accession no. YP_173242.1) (Table 1). HKU1suggested: NoneBound serum antibodies were labelled separately with biotinylated secondary antibodies (goat anti-human IgM/IgA/IgG, anti-human IgM, anti-human IgG, or anti-human IgA; Jackson ImmunoResearch, Westgrove, PA, USA) and subsequently incubated with Streptavidin-R-Phycoerythrin (MossBio, Pasadena, MD, USA). anti-human IgM/IgA/IgGsuggested: Noneanti-human IgMsuggested: Noneanti-human IgGsuggested: Noneanti-human IgAsuggested: NoneMicroscopy-based immunofluorescence detection of IgG antibodies to SARS-CoV-2: Microscopy-based immunofluorescence detection of IgG antibodies to SARS-CoV-2 antibodies was performed using a newly established semi-automated, semi quantitative approach, as described previously (Pape et al., 2020), for n=38 serum samples of hospitalized Covid-19 patients. SARS-CoV-2suggested: NoneBound serum IgG antibodies to SARS-CoV-2 were detected using goat anti-human IgG-AlexaFluor 488 (Invitogen, Thermofisher Scientific) and evaluated by fluorescence microscopy. anti-human IgG-AlexaFluorsuggested: NoneExperimental Models: Cell Lines Sentences Resources The technical minimum cut-off was 100 MFI, except for Protein S1 expressed in HEK293 cells (1000 MFI) due to observed variations in background values. HEK293suggested: NoneBriefly, fixed and permeabilized SARS-CoV-2 infected VeroE6 cells in 96-well plates were incubated with patient serum or control serum, respectively. VeroE6suggested: JCRB Cat# JCRB1819, RRID:CVCL_YQ49)Software and Algorithms Sentences Resources The ESTHER study was approved by the ethics committees of the University of Heidelberg (approval number S-058/2000) and the medical board of the state of Saarland (approval number 67/00). ESTHERsuggested: (ESTHER, RRID:SCR_002621)All graphical and descriptive representations were performed using SAS 9.4 (SAS Institute, Cary, NC, USA) or GraphPad Prism 8 (Graphpad Software, Inc. SAS Institutesuggested: (Statistical Analysis System, RRID:SCR_008567)GraphPad Prismsuggested: (GraphPad Prism, RRID:SCR_002798)Graphpadsuggested: (GraphPad, RRID:SCR_000306)Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).
Results from LimitationRecognizer: We detected the following sentences addressing limitations in the study:Our study has several strengths and limitations. One major limitation is the fact that we only detected one out of 15 non-hospitalized Covid-19 patients as sero-positive. However, it should be noted that the non-hospitalized patients included in our study were all sampled within two weeks after symptom onset. In concordance with the literature (Okba et al., 2020), we observed that among hospitalized patients only after 14 days post symptom onset maximum sensitivity of the assay can be achieved. Moreover, non-hospitalized patients were of younger age and had a higher proportion of females than our control population, which might have affected the level of antibody response. A larger pre-pandemic control sample set with a wider age distribution is needed to address this question. The sensitivity among SARS-CoV-2 infected individuals experiencing mild or no symptoms also in relation to the time-point of infection needs to be further elucidated, especially with respect to future applications of the assay in large population-based cohorts. A major strength of our newly developed SARS-CoV-2 serological assay is its multiplex approach, allowing for the assessment of up to 100 antigens in parallel. It does not only permit inclusion of multiple SARS-CoV-2 proteins but also autoantigens or antigens from pathogens that might induce antibody responses due to (re-)activation or co-infection during the course of Covid-19 disease, as it was previously described for Herpesviruses (Amorim Dos...
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.
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