Molecular surveillance of SARS-CoV-2 spike protein mutations using CovRadar

COVID-19 disease is caused by the novel coronavirus severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). COVID-19 was declared a pandemic by the World Health Organization in March 2020. As of today, there have been over 106 million reported infections of SARS-CoV-2 and more than 2.31 million deaths attributed to COVID-19 disease globally.

The ongoing COVID-19 pandemic emphasizes the importance of molecular surveillance to understand the evolution of the virus and to monitor and plan the epidemiological responses

An epidemiological approach to surveillance aims at finding the source of an outbreak and the nature of transmission chains. Some tools ideal for this purpose are phylogenetic trees, maps, and timelines. However, a pathogen-related approach that focuses on vaccinations, treatments, and resistances needs method-specific visualizations and offers several specific applications. Public health research groups or researchers from universities often study the same pathogens but may still need slightly different visualizations, for example, to analyze different genes, which can necessitate time-consuming adaptions. Hence, easy visualization, rapid analysis, and handy filtering of the latest sequences are vital for this approach.

Making sequence information more easily accessible for epidemiologists and virologists

In a recent bioRxiv* preprint research paper, scientists from Germany discuss how they made sequence information more easily accessible for epidemiologists and virologists. The researchers working together with German public health authorities developed a molecular surveillance tool called CovRadar for the SARS-CoV-2 spike protein. The tool has an analysis pipeline and a web application.  

According to the researchers, CovRadar is very flexible and can handle large amounts of data, and users can customize it based on their needs. Both the pipeline and the app can be installed and run on local systems so that access-restricted sequences can be included, and all functionalities are offered at

The coronavirus spike protein has a receptor-binding domain (RBD), which is a target for several vaccine candidates. CovRadar makes it possible to analyze and visualize more than 250,000 sequences.
It first extracts the regions of interest using local alignment and then develops a multiple sequence alignment, infers variants, consensus sequences, and phylogenetic trees and then shows the results in an interactive app, making reporting handy and flexible.

Allele frequency plot of the Danish mink sequences with framed receptor-binding domain (RBD). Each block represents a nucleotide in the MSA of spike gene sequences. Coordinates on the left are related to the MSA position. The plot shows frequencies > 0:8 for nucleotide positions corresponding to codons 68–70, 453 and 614.

CovRadar has a PDF-like reporting layout with interactive functionalities

The interactive report on the SARS-CoV-2 spike protein is an application written in Flask and Dash and is linked to a MySQL database. The web app layout is similar to a PDF report with interactive functionalities, including filtering, printing, and navigation in the side menu bars. Users can save the tables and plots in the form of excel sheets and PNG, respectively, to use them in other ways. All elements, including plots and tables, are directly editable.

CovRadar can help with situations where zoonotic transmissions with host-specific mutations are possible. Several mutations are currently under discussion to determine if they are related to mink and their significance for the vaccines in development. With the help of CovRadar, the researchers analyzed the positions in the current Danish mink data with high allele frequencies and compared the data with human data both before and after the mink outbreak. They found an increase of alternative alleles mainly at codon positions 453 and 68–70, which could be related to Y435F and del69-70.

CovRadar is accessible free of cost at It is open-source code is available at

“CovRadar was designed to assist the molecular surveillance of the Corona spike protein used as target for most vaccine candidates.”

*Important Notice

bioRxiv publishes preliminary scientific reports that are not peer-reviewed and, therefore, should not be regarded as conclusive, guide clinical practice/health-related behavior, or treated as established information.

Journal reference:
  • CovRadar: Continuously tracking and filtering SARS-CoV-2 mutations for molecular surveillance, Alice Wittig, Fábio Miranda, Ming Tang, Martin Hölzer, Bernhard Y. Renard, Stephan Fuchs, bioRxiv, 2021.02.03.429146; doi:,

Posted in: Device / Technology News | Medical Research News | Disease/Infection News

Tags: Allele, Codon, Coronavirus, Coronavirus Disease COVID-19, Evolution, Frequency, Gene, Genes, Nucleotide, Pandemic, Pathogen, Protein, Public Health, Receptor, Research, Respiratory, SARS, SARS-CoV-2, Severe Acute Respiratory, Severe Acute Respiratory Syndrome, Spike Protein, Syndrome, Vaccine, Virus

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Written by

Susha Cheriyedath

Susha has a Bachelor of Science (B.Sc.) degree in Chemistry and Master of Science (M.Sc) degree in Biochemistry from the University of Calicut, India. She always had a keen interest in medical and health science. As part of her masters degree, she specialized in Biochemistry, with an emphasis on Microbiology, Physiology, Biotechnology, and Nutrition. In her spare time, she loves to cook up a storm in the kitchen with her super-messy baking experiments.

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