Solvent Accessibility of Coronaviridae Spike Proteins through the Lens of Information Gain

Author:

Ali Sarwan1ORCID,Bello Babatunde1ORCID,Patterson Murray1ORCID

Affiliation:

1. Department of Computer Science, Georgia State University, Atlanta, GA 30303, USA

Abstract

The COVID-19 pandemic, caused by the coronavirus SARS-CoV-2, has generated a renewed interest in the larger family of Coronaviridae, which causes a variety of different respiratory infections in a variety of different hosts. Understanding the mechanisms behind the ability of a family of viruses to spill over into different hosts is an ongoing study. In this work, we studied the relationship between specific amino acid sites and the solvent accessibility of the surface (or spike) protein of different Coronaviridae. Since host specificity hinges on the portion(s) of the protein that interfaces with the host cell membrane, there could be a relationship between information gain in specific amino acid sites and solvent accessibility. We found a connection between sites with high information gain and solvent accessibility within several major subgenera of Coronaviridae. Such a connection could be used to study other lesser-known families of viruses, which is desirable because information gain is much easier to compute when the number of sequences is large, as we show. Finally, we produced a visualization of the sequences within each major subgenus and discussed several regions of interest, as well as focused on some pairs of Coronaviridae hosts of interest.

Funder

MBD Fellowship

Georgia State University department of Computer Science

Publisher

MDPI AG

Subject

Psychiatry and Mental health

Reference27 articles.

1. Respiratory virus infections: Understanding COVID-19;Subbarao;Immunity,2020

2. SARS-CoV-2 evolution in animals suggests mechanisms for rapid variant selection;Bashor;Proc. Natl. Acad. Sci. USA,2021

3. Serological evidence of bat SARS-related coronavirus infection in humans, China;Wang;Virol. Sin.,2018

4. Dromedary camels and Middle East respiratory syndrome: MERS coronavirus in the ship of the desert;Reusken;Ned. Tijdschr. Geneeskd.,2014

5. A pneumonia outbreak associated with a new coronavirus of probable bat origin;Zhou;Nature,2020

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