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
相关论文
共 50 条
  • [31] Updated picture of SARS-CoV-2 variants and mutations
    Lippi, Giuseppe
    Mattiuzzi, Camilla
    Henry, Brandon M.
    DIAGNOSIS, 2022, 9 (01) : 11 - 17
  • [32] Recurrent SARS-CoV-2 mutations in immunodeficient patients
    Wilkinson, Sam A. J.
    Richter, Alex
    Casey, Anna
    Osman, Husam
    Mirza, Jeremy D.
    Stockton, Joanne
    Quick, Josh
    Ratcliffe, Liz
    Sparks, Natalie
    Cumley, Nicola
    Poplawski, Radoslaw
    Nicholls, Sam
    Kele, Beatrix
    Harris, Kathryn
    Peacock, Thomas P.
    Loman, Nicholas J.
    VIRUS EVOLUTION, 2022, 8 (02)
  • [33] Impactful Mutations in Mpro of the SARS-CoV-2 Proteome
    Wolfe, Gideon
    Belhoussine, Othmane
    Dawson, Anais
    Lisaius, Maxwell
    Jagodzinski, Filip
    ACM-BCB 2020 - 11TH ACM CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY, AND HEALTH INFORMATICS, 2020,
  • [34] Genomic diversity in SARS-CoV-2: Mutations and variants
    Romulo Aguilar-Gamboa, Franklin
    Omar Suclupe-Campos, Danny
    Arturo Vega-Fernandez, Jorge
    Silva-Diaz, Heber
    REVISTA DEL CUERPO MEDICO DEL HOSPITAL NACIONAL ALMANZOR AGUINAGA ASENJO, 2021, 14 (04): : 572 - 582
  • [35] Population Genomics Approaches for Genetic Characterization of SARS-CoV-2 Lineages
    Mostefai, Fatima
    Gamache, Isabel
    N'Guessan, Arnaud
    Pelletier, Justin
    Huang, Jessie
    Murall, Carmen Lia
    Pesaranghader, Ahmad
    Gaonac'h-Lovejoy, Vanda
    Hamelin, David J.
    Poujol, Raphael
    Grenier, Jean-Christophe
    Smith, Martin
    Caron, Etienne
    Craig, Morgan
    Wolf, Guy
    Krishnaswamy, Smita
    Shapiro, B. Jesse
    Hussin, Julie G.
    FRONTIERS IN MEDICINE, 2022, 9
  • [36] Long COVID across SARS-CoV-2 variants, lineages, and sublineages
    Padilla, Sergio
    Ledesma, Christian
    Garcia-Abellan, Javier
    Garcia, Jose Alberto
    Fernandez-Gonzalez, Marta
    de la Rica, Alba
    Galiana, Antonio
    Gutierrez, Felix
    Masia, Mar
    ISCIENCE, 2024, 27 (04)
  • [37] Dispersal dynamics and introduction patterns of SARS-CoV-2 lineages in Iran
    Gustani-Buss, Emanuele C.
    Salehi-Vaziri, Mostafa
    Lemey, Philippe
    Thijssen, Marijn
    Fereydouni, Zahra
    Ahmadi, Zahra
    Ranst, Marc Van
    Maes, Piet
    Pourkarim, Mahmoud Reza
    Maleki, Ali
    VIRUS EVOLUTION, 2025, 11 (01)
  • [38] Identification and computational analysis of mutations in SARS-CoV-2
    Dey, Tathagata
    Chatterjee, Shreyans
    Manna, Smarajit
    Nandy, Ashesh
    Basak, Subhas C.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 129
  • [39] Mutations in SARS-CoV-2 genomes and future strategies
    Nimavat, Nirav
    Singh, Shruti
    Agrawal, Amit
    Rafi, Md Abdur
    Bhatti, Benazeer
    Parmar, Ghanshyam
    Shah, Ashish
    CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 2021, 12
  • [40] Mutations in SARS-CoV-2 What lies ahead?
    不详
    CURRENT SCIENCE, 2021, 120 (10): : 1551 - 1552