Evidence map›Paper›PMID 34962259›Full record

ArticleBriefings in bioinformatics2022

Immuno-informatics analysis predicts B and T cell consensus epitopes for designing peptide vaccine against SARS-CoV-2 with 99.82% global population coverage.

Priyank Shukla, Preeti Pandey, Bodhayan Prasad, Tony Robinson, Rituraj Purohit, Leon G D'Cruz, Murtaza M Tambuwala, Ankur Mutreja, Jim Harkin, Taranjit Singh Rai and 3 more

Abstract read
In one paragraph

Article in Briefings in bioinformatics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Review
  2. Conserved multiepitopes inEmerging microbes & infections · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Vaccines · 2023
    Article
  8. Article
  9. Review
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Priyank ShuklaNorthern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, C-TRIC Building, Altnagelvin Area Hospital, Glenshane Road, Derry/Londonderry, BT47 6SB, UK.ORCID 0000-0002-4985-9305
Preeti PandeyDepartment of Cell and Molecular Pharmacology and Experimental Therapeutics, College of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA.
Bodhayan PrasadNorthern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, C-TRIC Building, Altnagelvin Area Hospital, Glenshane Road, Derry/Londonderry, BT47 6SB, UK.ORCID 0000-0002-7383-2460
Tony RobinsonSchool of Computing, Engineering and Intelligent Systems, Ulster University, Magee Campus, Derry/Londonderry, BT48 7JL, UK.
Rituraj PurohitStructural Bioinformatics Lab, Division of Biotechnology, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), Palampur, Himachal Pradesh-176061, India.
Leon G D'CruzRespiratory Medicine Department and Clinical Trials Unit, Queen Alexandra Hospital, Portsmouth, PO6 3LY, UK.
Murtaza M TambuwalaSchool of Pharmacy and Pharmaceutical Sciences, Ulster University, Coleraine Campus, Coleraine, BT52 1SA, UK.ORCID 0000-0001-8499-9891
Ankur MutrejaDepartment of Medicine, University of Cambridge, Level 5, Addenbrookes Hospital, Cambridge, CB2 0QQ, UK.
Jim HarkinSchool of Computing, Engineering and Intelligent Systems, Ulster University, Magee Campus, Derry/Londonderry, BT48 7JL, UK.
Taranjit Singh RaiNorthern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, C-TRIC Building, Altnagelvin Area Hospital, Glenshane Road, Derry/Londonderry, BT47 6SB, UK.
Elaine K MurrayNorthern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, C-TRIC Building, Altnagelvin Area Hospital, Glenshane Road, Derry/Londonderry, BT47 6SB, UK.
David S GibsonNorthern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, C-TRIC Building, Altnagelvin Area Hospital, Glenshane Road, Derry/Londonderry, BT47 6SB, UK.
Anthony J BjoursonNorthern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, C-TRIC Building, Altnagelvin Area Hospital, Glenshane Road, Derry/Londonderry, BT47 6SB, UK.

Funding

Engineering and Physical Sciences Research Council EP/T022175/1
6 · The paper itself

Abstract

The current global pandemic due to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has taken a substantial number of lives across the world. Although few vaccines have been rolled-out, a number of vaccine candidates are still under clinical trials at various pharmaceutical companies and laboratories around the world. Considering the intrinsic nature of viruses in mutating and evolving over time, persistent efforts are needed to develop better vaccine candidates. In this study, various immuno-informatics tools and bioinformatics databases were deployed to derive consensus B-cell and T-cell epitope sequences of SARS-CoV-2 spike glycoprotein. This approach has identified four potential epitopes which have the capability to initiate both antibody and cell-mediated immune responses, are non-allergenic and do not trigger autoimmunity. These peptide sequences were also evaluated to show 99.82% of global population coverage based on the genotypic frequencies of HLA binding alleles for both MHC class-I and class-II and are unique for SARS-CoV-2 isolated from human as a host species. Epitope number 2 alone had a global population coverage of 98.2%. Therefore, we further validated binding and interaction of its constituent T-cell epitopes with their corresponding HLA proteins using molecular docking and molecular dynamics simulation experiments, followed by binding free energy calculations with molecular mechanics Poisson-Boltzmann surface area, essential dynamics analysis and free energy landscape analysis. The immuno-informatics pipeline described and the candidate epitopes discovered herein could have significant impact upon efforts to develop globally effective SARS-CoV-2 vaccines.

Indexed as

COVID-19 VaccinesEpitopes, B-LymphocyteEpitopes, T-LymphocyteMolecular Docking SimulationSARS-CoV-2HumansVaccines, SubunitCOVID-19 VaccinesEpitopes, B-LymphocyteEpitopes, T-LymphocyteVaccines, Subunitbio-informaticsimmuno-informaticspeptideSARS-CoV-2vaccine

Identifiers

PMID34962259
PMCPMC8769887

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.