This was a cross-sectional, case-control study (2:1 ratio), performed in a tertiary University Hospital. The exposure level among HCWs included the continuous care to COVID-19 patients, shortage of complete personal protective equipment, the exposure to aerosol-generating procedures7,8, and additional close contact with infected households. Cases and controls were identified through informal interviews with hospital staff and by self-identification, and were included from May 6 to June 1, 2020.
Uninfected HCWs with proved direct and continued COVID-19 patient care for more than two weeks with no diagnosis of current or past SARS-CoV-2 infection, ascertain by a negative serology for anti-SARS-CoV-2 antibodies in an intramural survey (IgM/IgA and IgG antibodies, Novatec Immunodiagnostica, Germany), were included as cases. Convalescent HCWs, with similar exposure to COVID-19 patients, who had been diagnosed by RT-PCR or/and specific serology, were included as controls.
This study was approved by our Institutional Review Board (EC162/20) and performed according to the principles of the Declaration of Helsinki. Written informed consent was obtained from all the participants. The global study was registered at the clinicaltrials.gov (NCT04402827).
Variables and laboratories measurements
Age, sex, COVID-19 symptoms, exposure to SARS-CoV-2-infected patients, handling of aerosol-generating procedures, and additional close contacts with an infected household were collected at the inclusion visit. At the inclusion, anti-SARS-CoV-2 IgG and IgM antibodies were again determined in all participants, both anti-SARS-CoV-2 IgG/IgM antibodies (COVID-19 IgG/IgM Rapid Test Kit, UNscience Biotechnology, Wuhan, China), and anti-SARS-CoV-2 IgA antibodies (COVID-19 -SARS-CoV-2 IgA ELISA, Demeditech, Germany) for a correct inclusion.
Multiple plasma cytokines were quantified using a human Th cytokine panel (Human MACSPlex Cytokine 12 kit, Myltenyi). Briefly, 50 µL of plasma was mixed with beads coated with capture antibodies specific for IFN-α, IFN-γ, TNF-α, IL12, GM-CSF, IL9, IL10, IL4, IL5, IL17A, IL2, IL12p70, and IL6, following the manufacturer´s instructions. Peripheral blood mononuclear cells (PBMC) were isolated from EDTA blood samples and stored in liquid nitrogen until use (Supplementary material). SARS-CoV-2 peptide pools of proteins S, M, and N were used for stimulation of PBMCs. Each peptide pool is composed by a pool of peptides consisting mainly of 15-mer sequences with 11 amino acids overlap, covering the immunodominant sequence domains of the surface glycoprotein S, the complete sequence of the membrane glycoprotein M, and the complete nucleocapsid phosphoprotein N of SARS-CoV-2 (PepTivator SARS-CoV-2 Prot S, M, and N, Miltenyi-Biotec, Cologne, Germany). Cytokine production was quantified by the above mentioned bead-based multiplex assay in these five conditions: stimulation with the three different SARS-CoV-2 peptides (proteins S, M, and N), a negative medium control, and a positive T-cell activator (CytoStim, Miltenyi-Biotec, Germany) control (A sample nonresponsive to T-cell activator would be excluded from the analysis). PBMCs were plated in 96-wells flat-bottom plates at 7x105 cells/well in complete medium and after 18 hours of stimulation, supernatants were harvested for cytokine multiplex quantification in duplicate using human Th cytokine panel (Human MACSPlex Cytokine 12 kit, Miltenyi-Biotec, Germany).
Statistical analysis
Estimation of sample size was not done since no data about immune response to SARS-CoV-2 was available in this population, hence, HCWs were specifically selected and not randomly assigned. To categorize the immune response as the outcome for this study, since no other categorization has been described so far, we defined strong responders to those individuals with a total of the cytokines produced to the three viral proteins (a maximum of 30 positive cytokine production per sample) within the three highest quartile range, while partial responders were defined as those within the lowest interquartile range. Characteristics of both groups were compared using two-tailed statistic tests, chi-square or Fisher’s exact tests for categorical variables and Student’s t-test or Mann-Whitney U-tests for continuous variables. Categorical variables are shown as frequencies and proportions where continuous variables are shown as mean and standard deviation or median and interquartile ranges (IQR). A p-value below 0.05 was considered to be statistically significant.