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Published on: March 25, 2014
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EpiCurator: an immunoinformatic workflow to predict and prioritize SARS-CoV-2 epitopes
Cristina S Ferreira1, Yasmmin C Martins1, Rangel Celso Souza1
1Bioinformatics Laboratory, National Laboratory of Scientific Computation, Petrópolis, Rio de Janeiro, Brazil.
Peerj
|December 15, 2021
Summary
This study presents EpiCurator, a computational workflow for identifying novel SARS-CoV-2 epitopes. It discovered 11 potential vaccine targets in the Spike protein
Area of Science:
- Immunoinformatics
- Vaccine Development
- Computational Biology
Background:
- The COVID-19 pandemic necessitates rapid vaccine development.
- In silico epitope prediction aids in identifying vaccine candidates.
- Existing methods require optimization for novel virus strains.
Purpose of the Study:
- To introduce and validate the EpiCurator workflow for predicting and prioritizing SARS-CoV-2 epitopes.
- To identify novel epitopes with desirable immunological properties.
- To design and computationally validate a multi-epitope immunogen.
Main Methods:
- Utilized immunoinformatic approaches and computational filtering tools for epitope prediction.
- Analyzed SARS-CoV-2 genomes from the GISAID database.
- Performed in silico validation of multi-epitope immunogenic potential, including antigenicity, stability, and TLR interactions.
Main Results:
- Identified 11 novel receptor-binding domain (RBD) epitopes from the Spike glycoprotein.
- These epitopes exhibit high antigenicity, conservancy, and broad population coverage, and are present in current variants of concern.
- The designed multi-epitope construct demonstrated stability, high antigenicity, and strong interactions with Toll-Like Receptors (TLRs).
Conclusions:
- The EpiCurator workflow is effective for discovering potential SARS-CoV-2 vaccine epitopes.
- The identified novel epitopes and the multi-epitope design show promise for immunogen development.
- This approach accelerates the identification of vaccine candidates against emerging infectious diseases.
Keywords:
EpiCuratorEpitopes predictionHLA alleles binding affinityImmunoinformatic approachesSARS-CoV-2
