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Updated: Sep 8, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
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SPEAR: Systematic ProtEin AnnotatoR.

Matthew Crown1, Natália Teruel2, Rafael Najmanovich2

  • 1Hub for Biotechnology in the Built Environment, Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, UK.

Bioinformatics (Oxford, England)
|June 13, 2022
PubMed
Summary
This summary is machine-generated.

We developed Systematic ProtEin AnnotatoR (SPEAR), a tool to rapidly identify SARS-CoV-2 mutations linked to immune escape and increased transmissibility. This real-time analysis aids genomic surveillance efforts globally.

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Area of Science:

  • Virology
  • Genomics
  • Bioinformatics

Background:

  • The emergence of SARS-CoV-2 variants necessitates rapid analysis of genomic surveillance data.
  • Identifying mutations associated with immune escape and altered transmissibility is crucial for public health.

Purpose of the Study:

  • To introduce Systematic ProtEin AnnotatoR (SPEAR), a tool for real-time annotation and scoring of SARS-CoV-2 variants.
  • To enable identification of mutations potentially affecting immune escape and ACE2 binding.

Main Methods:

  • SPEAR is a lightweight and rapid computational tool.
  • It analyzes mutations at the point of sequencing.
  • The tool provides interactive data visualization reports.

Main Results:

  • SPEAR facilitates the identification of mutations linked to potential immune escape.
  • It scores mutations for their contribution to transmissibility, specifically ACE2 binding.
  • The tool supports real-time evaluation of genomic surveillance results.

Conclusions:

  • SPEAR offers a valuable resource for field-based genomic surveillance of SARS-CoV-2.
  • The tool aids in understanding the evolutionary dynamics of the virus in real time.
  • SPEAR is freely available and implemented in Python.