Principal component analysis of coronaviruses reveals their diversity and seasonal and pandemic potential
Tomokazu Konishi
Abstract
Coronaviruses and influenza viruses have similarities and differences. In order to comprehensively compare them, their genome sequencing data were examined by principal component analysis. Coronaviruses had fewer variations than a subclass of influenza viruses. In addition, differences among coronaviruses that infect a variety of hosts were also small. These characteristics may have facilitated the infection of different hosts. Although many of the coronaviruses were conservative, those repeatedly found among humans showed annual changes. If SARS-CoV-2 changes its genome like the Influenza H type, it will repeatedly spread every few years. In addition, the coronavirus family has many other candidates for new pandemics.
Topics & Concepts
PandemicBiologyGenomeCoronavirusVirologyCoronavirus disease 2019 (COVID-19)Principal component analysisSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Influenza A virus2019-20 coronavirus outbreakEvolutionary biologyGeneticsVirusGeneMedicineOutbreakInfectious disease (medical specialty)Artificial intelligenceDiseaseComputer sciencePathologySARS-CoV-2 and COVID-19 ResearchInfluenza Virus Research StudiesAnimal Virus Infections Studies