SARSMutOnto: An Ontology for SARS-CoV-2 Lineages and Mutations

被引:2
|
作者
Bakkas, Jamal [1 ]
Hanine, Mohamed [2 ]
Chekry, Abderrahman [1 ]
Gounane, Said [3 ]
de la Torre Diez, Isabel [4 ]
Lipari, Vivian [5 ,6 ,7 ]
Martinez Lopez, Nohora Milena [5 ,8 ,9 ]
Ashraf, Imran [10 ]
机构
[1] Cadi Ayyad Univ, Grad Sch Technol, LAPSSII Lab, Safi 46000, Morocco
[2] Chouaib Doukkali Univ, LTI Lab, Dept Telecommun, ENSA,Networks & Informat, El Jadida 24000, Morocco
[3] Cadi Ayyad Univ, Grad Sch Technol, MIMSC Lab, Essaouira 44000, Morocco
[4] Univ Valladolid, Dept Signal Theory & Commun & Telematic Engn, Paseo Belen 15, Valladolid 47011, Spain
[5] Univ Europea Atlant, Res Grp Foods Nutr Biochem & Hlth, Isabel Torres 21, Santander 39011, Spain
[6] Univ Int Iberoamericana Campeche, Dept Project Management, Mexico City 24560, Mexico
[7] Fdn Univ Int Colombia Bogota, Bogota 11001, Colombia
[8] Univ Int Iberoamericana, Res Grp Foods, Nutr Biochem & Hlth, Arecibo, PR 00613 USA
[9] Univ Int Cuanza, Res Grp Foods Nutr Biochem & Hlth, EN250, Cuito, Angola
[10] Yeungnam Univ, Dept Informat & Commun Engn, Gyongsan 38541, South Korea
来源
VIRUSES-BASEL | 2023年 / 15卷 / 02期
关键词
ontology; genome structure; SARS-CoV-2; mutation; lineage;
D O I
10.3390/v15020505
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Mutations allow viruses to continuously evolve by changing their genetic code to adapt to the hosts they infect. It is an adaptive and evolutionary mechanism that helps viruses acquire characteristics favoring their survival and propagation. The COVID-19 pandemic declared by the WHO in March 2020 is caused by the SARS-CoV-2 virus. The non-stop adaptive mutations of this virus and the emergence of several variants over time with characteristics favoring their spread constitute one of the biggest obstacles that researchers face in controlling this pandemic. Understanding the mutation mechanism allows for the adoption of anticipatory measures and the proposal of strategies to control its propagation. In this study, we focus on the mutations of this virus, and we propose the SARSMutOnto ontology to model SARS-CoV-2 mutations reported by Pango researchers. A detailed description is given for each mutation. The genes where the mutations occur and the genomic structure of this virus are also included. The sub-lineages and the recombinant sub-lineages resulting from these mutations are additionally represented while maintaining their hierarchy. We developed a Python-based tool to automatically generate this ontology from various published Pango source files. At the end of this paper, we provide some examples of SPARQL queries that can be used to exploit this ontology. SARSMutOnto might become a 'wet bench' machine learning tool for predicting likely future mutations based on previous mutations.
引用
收藏
页数:14
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