Oversight
The study was approved by the East of England – Cambridge South national institutional ethics review board (17/EE/0025). The patient provided written informed consent. Additional healthy controls, patients and healthcare workers with COVID-19 were enrolled to the NIHR BioResource Centre Cambridge (17/EE/0025) and the Oxford Gastrointestinal Illness Biobank (16/YH/0247).
Patient characteristics
The subject of this study is a 31 year old man, born in the UK to parents of Pakistani origin, and diagnosed with XLA at the age of 12. He has a family history of XLA affecting his brother, 4 maternal uncles and a male maternal cousin. Following investigation for recurrent chest infections, he was found to lack mature B cells and circulating immunoglobulins, and confirmed to have inherited the familial c. 1430delT mutation in the gene encoding BTK. Because of prior incomplete adherence to replacement immunoglobulin therapy, he developed middle lobe bronchiectasis.
Remdesivir treatment
The first course of remdesivir was administered as part of a Gilead SIMPLE study (NCT04292899), the second course was provided as part of the Gilead Expanded Access Program (NCT04323761). In each case, the patient received an initial dose of 200mg IV, followed by 9 daily doses of 100mg IV (10 days total).
Convalescent plasma
Convalescent plasma was collected from individuals with previous, laboratory-confirmed SARS-CoV2-infection at least 28 days after resolution of symptoms using established infrastructure and standard UK donor selection guidelines, as previously described 29. Signed consent was obtained from each donor at the time of donation using NHS Blood and Transplant-approved consent forms, in accordance with Blood Safety and Quality Regulations enforced by the Medicines & Healthcare products Regulatory Agency.
In brief, a total of at least 540ml of plasma (containing <1x106 leucocytes per component) was collected via plasmapheresis from each donor, divided into two units, rapidly frozen and stored at -25°C. Donor blood samples were tested for SARS-CoV-2 RNA (Public Health England) and antibodies (EUROIMMUN (IgG) assay, PerkinElmer, London, UK). A signal to cut-off (S/CO) ratio of 9.1 in the EUROIMMUN assay was previously shown to identify donations with a neutralising antibody titre of >/=1:100 in a SARS-CoV-2 (isolate England/2020) microneutralisation assay with a specificity of 100%.29 Both donations used in this study were collected in May 2020 and confirmed to be negative for SARS-CoV-2 RNA. EUROIMMUN S/CO ratios were 37.171 (first unit, 290ml, administered on day 69) and 7.271 (second unit, 283ml, administered on day 70), respectively. For the second unit (lower S/CO ratio), the neutralising antibody titre was confirmed to be >/=1:100 using the SARS-CoV-2 microneutralisation assay.29 Plasma was defrosted using a 37˚C waterbath, and transfused within 4 hours of defrosting.
Patient sampling
Upper respiratory tract samples (nasopharyngeal/throat swabs) were collected in viral transport medium according to Public Health England (PHE) guidelines. Lower respiratory samples (sputum) were collected in universal containers and extracted following mucolysis with Mucolyse PL.701 sputum liquefying agent (Pro-Lab Diagnostics). To minimize RNA degradation, the time between sample collection and processing did not exceed 2 hr.
Peripheral blood mononuclear cells (PBMCs) were isolated using Leucosep tubes (Greiner Bio-One) with Histopaque-1077 (Sigma) by centrifugation at 800g for 15 mins at room temperature. PBMCs at the interface were collected and rinsed twice with autoMACS running buffer (Miltenyi Biotech). All samples were processed within 4 hr of venepuncture. Samples were then resuspended in freezing medium (FBS 90% supplemented with DMSO 10%), frozen overnight at -80°C in a Mr Frosty cell freezing containger (Nalgene) then transferred to liquid nitrogen for long term storage.
SARS-CoV-2 molecular testing
Sample testing was carried out using an in-house real time uniplex RT-PCR diagnostic assay for the detection of SARS-CoV-2 in the PHE Clinical Microbiology and Public Health Laboratory at Addenbrooke’s Hospital, Cambridge. This assay targets a 222 base-pair region of the SARS-CoV-2 nsp12 gene (encoding RdRp), and has been validated for clinical use.
In brief, nucleic acid extraction was undertaken using the NUCLISENS easyMAG platform (Biomerieux, Marcy L-Etoile), in accordance with the manufacturer’s instructions. Nucleic acids were extracted from 500μL sample, with a dilution of MS2 bacteriophage (4600pfu per extraction) added pre-extraction to act as an internal extraction and inhibition control. Molecular grade water was used as a negative control. Positive control material, BetaCoV/England/02/2020, was obtained from PHE Colindale (essentially, purified viral RNA diluted to give a cycle threshold (CT) value of 26-28).
The RdRp gene was detected using primers ATGGGTTGGGATTATCCTAAATGTGA and
AGCAGTTGTGGCATCTCCTGATGAG with a FAM-labelled MGB RdRp Probe ATGCTTAGAATTATGGCCTCAC. The internal extraction control was detected using the MS2 forward primer TGGCACTACCCCTCTCCGTATTCACG, the MS2 reverse primer GTACGGGCGACCCCACGATGAC and a ROX-BHQ2 labelled MS2 probe CACATCGATAGATCAAGGTGCCTACAAGC. Amplification reactions and detection of PCR products were performed using the RotorgeneTM PCR instrument. A typical reaction contained 400 nM of forward and reverse primers for the RdRp gene and 200nM of the MS2 internal control forward and reverse primer pair, along with 120nM of the RdRp and MS2 probes. The cycle conditions were as follows: 25°C 2 mins, 50°C 15 mins, 95°C 2 mins followed by 45 cycles of 95°C and 60°C. Samples that generated a CT value ≤36, defined as 0.01 fluorescence units as per the RotorgeneTM manufacturer’s instructions, were considered positive (roughly equivalent to 8 genome copies, the lower limit of detection for the assay). Where indicated, additional samples were tested in the clinical laboratory at the Royal London Hospital, London.
Viral sequencing and bioinformatics
Samples were analysed by Nanopore sequencing as part of the COG-UK sequencing project, following the ARTICnetwork V3 protocol (https://dx.doi.org/10.17504/protocols.io.bbmuik6w), and assembled using the ARTICnetwork assembly pipeline (https://artic.network/ncov-2019/ncov2019-bioinformatics-sop.html). The accession numbers of the sequences included in this study are available in Table 5. Median genome depth of coverage was 1,346x. Consensus FASTA sequences were analysed after QC filtering, de-duplication and matching with metadata. Variants were initially assessed using the ARTICnetwork assembly pipeline VCF output files, with a SNP being called when >50.1% frequency at a single base. These were then independently confirmed using iVar analysis (https://andersen-lab.github.io/ivar/html), set to a quality threshold of Q20 and a minimum frequency of 10%, with a SNP being called when >50.1% of the reads at a particular position differed from the reference sequence, Wuhan-Hu-1 (GenBank Accession MN908947.3). The location of each SNP was examined to identify mutations in the nsp12 gene, encoding RdRp (the target of remdesivir treatment). For the kinetic assessment, proportions of each variant as a fraction of all reads at their corresponding locations (minimum depth 20x) were plotted as a proportional stacked area chart using ggplot2 and RStudio.
Intracellular cytokine staining
Cryopreserved PBMCs were rapidly thawed, washed in R10 media (RMPI-1640 + 10% FBS + 1% Pen/Strep), and 106 cells added to wells of a 96-well U-bottom plate. Cells were stimulated with 2ug/ml overlapping S1 or M peptide pools, or left unstimulated, for 2 hr at 37°C, 5% CO2. Anti-CD107a-BV785 (1:100 dilution, clone H4A3), anti-CD28 (clone CD28.2) and anti-CD49d (clone R1-2) were added at 1ug/ml to all wells at the time of peptide addition. After 2 hr, brefeldin A (5ug/ml) and monensin (2uM) were added, and cells were incubated at 37°C, 5% CO2 for an additional 16 hr. After stimulation, cells were washed two times with FACS buffer (PBS + 1mM EDTA + 0.05% BSA). Surface staining was performed at 4 °C for 30 mins. Cells were then washed two times in FACS buffer, and fixed and permeabilized at 4 °C for 30 mins using BD Cytofix/Cytoperm solution. Cells were then washed twice with 1x BD Perm/Wash buffer, and stained for intracellular markers at 4°C for 30 mins. Two further washes with 1x BD Perm/Wash buffer were performed and cells were stored in FACS buffer at 4°C. Samples were acquired on a custom Cytek Aurora spectral analyzer (4 laser; UV, violet, blue, and red) using SpectroFlo v2.2. Data were analyzed using FlowJo v. 10.6.2 and Prism v. 8.3.0.
T cell proliferation assay
Freshly isolated PBMCs were labelled using CellTrace Violet (Invitrogen) and stimulated with peptide pools spanning the entire S, M, N and ORFs 3, 6, 7, and 8 SARS-CoV-2 proteins at 1ug/ml of each overlapping peptide (OLP). Stimulation was done in RPMI media (Sigma) supplemented with 10% AB serum (Sigma), 1% Pen/strep and 1% L glutamine for 7 days at 37 °C. 0.1% DMSO, representative of dimethyl sulfoxide (DMSO) content in peptide stimulated wells, was used as negative control and 2ug/ml of PHA (Sigma) served as positive control. On day 4, 100ul of media was exchanged with 100ul of fresh media. On day 7, cells were washed using FACS wash buffer (Biolegend) and stained with L/D Near Infra red (Invitrogen), CD3 FITC (Biolegend), CD4 AF700 (BD Bioscience) and CD8 PECY7 (Biolegend). Samples were subsequently fixed and acquired on a BD LSR II. Data was analysed using flowjo v10.6.2.
Serological Assessment
Serological reactivity to SARS-CoV-2 spike and nucleocapsid proteins
Recombinant SARS-CoV-2 nucleocapsid and spike proteins were covalently coupled to distinctive carboxylated bead sets (Luminex; Netherlands) to form a multiplex assay. For protein coupling, beads were first activated with 1-ethyl-3-[3-dimethylaminopropyl]carbodiimide hydrochloride (Thermo Fisher Scientific) in the presence of N-hydroxysuccinimide (Thermo Fisher Scientific), according to the manufacturer’s instructions, to form amine-reactive intermediates. The activated bead sets were incubated with the corresponding proteins at a concentration of 50ug/ml in the reaction mixture for 3 hr at room temperature on a rotator. Beads were washed and stored in a blocking buffer (10mM PBS, 1% BSA, 0.05% NaN3).
Coupled bead sets were incubated with patient or control sera at a dilution of 1/100 for 1 hr in 96-well filter plates (MultiScreenHTS; Millipore) at room temperature in the dark on a horizontal shaker. Fluids were aspirated with a vacuum manifold and beads were washed three times with 10mM PBS/0.05% Tween-20. Beads were incubated for 30 mins with a PE-labeled anti–human IgG-Fc antibody (Leinco/Biotrend), washed as described above, and resuspended in 100μl PBS/Tween-20. They were then analyzed on a Luminex analyzer (Luminex / R&D Systems) using Exponent Software V31. Specific binding was reported as mean fluorescence intensities (MFI). Stored sera collected in the diagnostic immunology laboratory prior to November 2019 were used as healthy controls. Sera collected from patients with PCR-confirmed COVID-19 were used as positive controls.
Neutralisation activity
Cell lines: HEK293T (Lehner laboratory stocks) and HEK293T+ACE2 cells were cultured in Iscove’s Modified Dulbecco’s Media (Sigma) supplemented with 1% GlutaMAXä, 10% FCS, 100units/ml penicillin and 100µg/ml streptomycin (all Thermo Fisher), at 37°C in 5% CO2. HEK293T cells constitutively expressing angiotensin-converting enzyme 2 (HEK293T+ACE2 cells) were generated by transduction of wildtype HEK293T cells with a pHRSIN-ACE2-hygroR lentivirus and selected 48 h post-transduction using 100µg/mL hygromycin B (Sigma). All cells were confirmed to be mycoplasma negative (MycoAlert, Lonza).
Plasmids: plasmid pCG1-SARS-CoV-2 D19 expressing humanised SARS-CoV-2 D19 spike was created by amplification of truncated spike from pCG1-SARS-2-S (a kind gift from M. Hoffmann, Infection Biology Unit, Leibniz Institute for Primate Research, Gottingen, Germany) using Phusion polymerase (NEB) and primer pair CoV2optFor (ttgtatcggatccaccatgttcgtgtttctggtgctgctg) and CoV2optD19rev (atcccgatctagatcagcagcagctgccacagctaca). The amplified product, lacking the C-terminal 19 amino acids, was digested and re-cloned into the pCG1 vector using BamHI-XbaI sites. pHRSIN-ACE2-hygroR was produced by cloning into KpnI-XhoI-digested pHRSIN-pSFFV MCS(+) pGK-Hygro using NEBuilder HiFi DNA assembly (NEB) of the angiotensin-converting enzyme 2 (ACE2) gene amplified from HepG2 mRNA, using Phusion polymerase (NEB) and primer pair ACE2-cDNA_Fwd (cgcccgggggggatccactaggtaccatgtcaagctcttcctggctcc) and ACE2_cDNA_Rev (ctagagtcgcggccgctctactcgagctaaaaggaggtctgaacatcatcagtgttttg), following reverse transcription using Superscript III (Thermo Fisher) and oligo (dT)15 (Promega). pHRSIN-firefly luc-PuroR was produced by ligation of the BamHI-NotI-digested firefly luciferase cDNA into BamHI-NotI-digested pHRSIN pSFFV-EmGFP pGK puro.
Virus production: pseudotyped lentiviral stocks were generated through the co-transfection of HEK293T cells with a lentiviral expression vector plus the packaging plasmid pCMVΔR8.91 and either pMD.G (VSV-G) or pCG1-SARS-CoV-2 D19 spike plasmid, using TransIT-293 transfection reagent (Mirus) according to the manufacturer’s recommendations. Viral supernatants were harvested 48 hr post-transfection and cell debris was removed with a 0.45-um filter prior to use or freezing.
Neutralisation assay: pseudotyed pHRSIN-firefly luc-PuroR lentivirus supernatants were pre-incubated with diluted serum or plasma samples at 37°C for 60 mins, before addition of 1.25x104 HEK293T cells to each well. Transduction efficiencies were quantified 48 hr post-transduction by measuring firefly luciferase activity in cell lysates using Bright-Gloä luciferase assay system (Promega) and read in a CLARIOstar luminometer (BMG). Data were plotted using GraphPad Prism 8 (non-linear regression, (Inhibitor) vs. response -- Variable slope, four parameters) and virus neutralising antibody titre was obtained by determining the dilution factor which gave a 50% reduction in firefly luciferase levels, compared to the no serum control wells.
Complement assays
The complement components C3a, C3c and C5a were measured in plasma samples from patients with COVID-19 using solid-phase ELISA assays (Hycult Biotech) according to the manufacturer’s instructions. TCC was measured using an in-house ELISA with the anti-TCC neo-epitope antibody, ae1 as capture.
Data Availability
Viral sequence data is available from COVID-19 Genomics UK and the GSAID. The accession numbers are detailed in Table 5.