bioRxiv Science⌕ Search

bioRxiv · 10.1101/2020.03.20.000794

COVID-19 Vaccine Candidates: Prediction and Validation of 174 SARS-CoV-2 Epitopes

Abstract

The recent outbreak of SARS-CoV-2 (2019-nCoV) virus has highlighted the need for fast and efficacious vaccine development. Stimulation of a proper immune response that leads to protection is highly dependent on presentation of epitopes to circulating T-cells via the HLA complex. SARS-CoV-2 is a large RNA virus and testing of all overlapping peptides in vitro to deconvolute an immune response is not feasible. Therefore HLA-binding prediction tools are often used to narrow down the number of peptides to test. We tested 19 epitope-HLA-binding prediction tools, and using an in vitro peptide MHC stability assay, we assessed 777 peptides that were predicted to be good binders across 11 MHC allotypes. In this investigation of potential SARS-CoV-2 epitopes we found that current prediction tools vary in performance when assessing binding stability, and they are highly dependent on the MHC allotype in question. Designing a COVID-19 vaccine where only a few epitope targets are included is therefore a very challenging task. Here, we present 174 SARS-CoV-2 epitopes with high prediction binding scores, validated to bind stably to 11 HLA allotypes. Our findings may contribute to the design of an efficacious vaccine against COVID-19.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Prachar, M., Justesen, S., Steen-Jensen, D. B., Thorgrimsen, S. P., Jurgons, E., Winther, O., Bagger, F. O.. 2020-03-21. COVID-19 Vaccine Candidates: Prediction and Validation of 174 SARS-CoV-2 Epitopes. https://doi.org/10.1101/2020.03.20.000794

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

CD19-CAR T-cell therapy resets the EBV+ autoreactive B cell repertoire in autoimmune disease

Epstein-Barr virus (EBV) reprograms autoreactive B cells into activated antigen-presenting cells that drive pathogenic T- and B-cell responses in autoimmune disease. Whether eliminating these cells contributes to durable remission after CD19 chimeric antigen receptor (CAR) T-cell therapy is unknown. Here, using EBV B-cell sequencing (EBV-seq), we profiled EBV+ B cells from patients treated with CD19-CAR T cells (systemic lupus erythematosus, n=6; inflammatory myopathy, n=3; systemic sclerosis, n=3) or rituximab (n=15) and recombinantly expressed their antibodies to define antigen specificity. At baseline, EBV+ B cells were enriched relative to healthy donors, class-switched and hypermutated, expressed the latency III program with heightened antigen-presentation signatures, and encoded autoantibodies. CAR T cells, but not rituximab, depleted EBV+ B cells and shifted the reconstituted repertoire towards IgM+, minimally mutated, largely non-autoreactive cells, consistent with infection of newly generated B cells. After rituximab, EBV+ B cells retained a class-switched, hypermutated and autoreactive with an activated antigen-presenting phenotype. Sustained drug-free remission occurred in 8/12 CAR T-cell-treated versus 0/15 rituximab-treated patients. In vitro, EBV+ B cells resisted anti-CD20 and anti-CD19 antibodies but were killed by CAR T cells and a CD19 T-cell engager. Our findings suggest resetting the EBV+ autoreactive B-cell repertoire contributes to sustained drug-free remission.

immunology↗

A minimal two-residue C-terminal truncation of AID in adult-onset hyper-IgM syndrome type 2 (HIGM2)

Activation-induced cytidine deaminase (AID), encoded by AICDA, facilitates class-switch recombination (CSR) and somatic hypermutation (SHM) in activated B cells. Loss of AID function causes hyper-IgM syndrome type 2 (HIGM2). While typically autosomal recessive, three C-terminal truncation variants have been reported to act in autosomal dominant manner. We describe a novel heterozygous AICDA nonsense variant, c.589G>T (p.G197*), that truncates the final two C-terminal residues of AID and results in adult-onset HIGM2. Single-cell sequencing of primary patient B cells revealed a complete block in CSR and a [~]10-fold reduction in SHM. AICDA mRNA expression was balanced between wild-type and variant alleles, yet AID protein abundance was reduced to [~]56% with normal subcellular localization. Remarkably, inducible germinal center (iGB) cultures restored CSR in purified naive patient B cells. CRISPR-Cas9 editing of healthy donor B cells confirmed that the iGB platform can rescue B cells harboring heterozygous, but not homozygous, AICDA variants. These results demonstrate that even a two-amino-acid truncation at the AID C-terminus is sufficient to disrupt its function and cause HIGM2.

immunology↗

Immuno-Proteomic Age of Cardiovascular Etiology (iPACE) Signature Predicts Cardiovascular Risk in Elderly Patients

Despite advances in clinical care, cardiovascular disease (CVD) remains the leading cause of disability and mortality worldwide. While age alone is a primary risk factor for CVD, accumulating evidence suggests the immune system influences the initiation and progression of CVD pathophysiology, particularly in heart failure with preserved ejection fraction (HFpEF) and atherosclerotic CVD (ASCVD). Here, using two independent cohorts of older adults, we develop a thirty-protein signature of age based on serum immune proteomics, which correlates with HFpEF and ASCVD risk and mortality (Immuno-Proteomic Age of Cardiovascular Etiology, iPACE). We find aging-related circulating immune proteins associated with ASCVD and HFpEF-specific resilience and susceptibility that may be used as potential prognostic, diagnostic, or therapeutic targets.

immunology↗