On the space of SARS-CoV-2 genetic sequence variants

被引:2
作者
Palyanov, A. Yu. [1 ,2 ,3 ]
Palyanova, N. V. [2 ]
机构
[1] Russian Acad Sci, Siberian Branch, AP Ershov Inst Informat Syst, Novosibirsk, Russia
[2] Russian Acad Sci, Siberian Branch, Fed Res Ctr Fundamental & Translat Med, Res Inst Virol, Novosibirsk, Russia
[3] Novosibirsk State Univ, Novosibirsk, Russia
来源
VAVILOVSKII ZHURNAL GENETIKI I SELEKTSII | 2023年 / 27卷 / 07期
关键词
coronavirus; SARS-CoV-2; genome; space of variants; evolution; variability;
D O I
10.18699/VJGB-23-97
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The coronavirus pandemic caused by the SARS-CoV-2 virus, which humanity resisted using the latest advances in science, left behind, among other things, extensive genetic data. Every day since the end of 2019, samples of the virus genomes have been collected around the world, which makes it possible to trace its evolution in detail from its emergence to the present. The accumulated statistics of testing results showed that the number of confirmed cases of SARS-CoV-2 infection was at least 767.5 million (9.5 % of the current world population, excluding asymptomatic people), and the number of sequenced virus genomes is more than 15.7 million (which is over 2 % of the total number of infected people). These new data potentially contain information about the mechanisms of the variability and spread of the virus, its interaction with the human immune system, the main parameters characterizing the mechanisms of the development of a pandemic, and much more. In this article, we analyze the space of possible variants of SARS-CoV-2 genetic sequences both from a mathematical point of view and taking into account the biological limitations inherent in this system, known both from general biological knowledge and from the consideration of the characteristics of this particular virus. We have developed software capable of loading and analyzing SARS-CoV-2 nucleotide sequences in FASTA format, determining the 5' and 3' UTR positions, the number and location of unidentified nucleotides ("N"), performing alignment with the reference sequence by calling the program designed for this, determining mutations, deletions and insertions, as well as calculating various characteristics of virus genomes with a given time step (days, weeks, months, etc.). The data obtained indicate that, despite the apparent mathematical diversity of possible options for changing the virus over time, the corridor of the evolutionary trajectory that the coronavirus has passed through seems to be quite narrow. Thus it can be assumed that it is determined to some extent, which allows us to hope for a possibility of modeling the evolution of the coronavirus.
引用
收藏
页码:839 / 850
页数:12
相关论文
共 30 条
[1]  
Aksamentov I., 2021, J. Open Source Softw., V6, P3773, DOI [10.21105/joss.03773, DOI 10.21105/JOSS.03773]
[2]   Mutation rate of SARS-CoV-2 and emergence of mutators during experimental evolution [J].
Amicone, Massimo ;
Borges, Vitor ;
Alves, Maria Joao ;
Isidro, Joana ;
Ze-Ze, Libia ;
Duarte, Silvia ;
Vieira, Luis ;
Guiomar, Raquel ;
Gomes, Joao Paulo ;
Gordo, Isabel .
EVOLUTION MEDICINE AND PUBLIC HEALTH, 2022, 10 (01) :142-155
[3]   The SARS-CoV nsp12 Polymerase Active Site Is Tuned for Large-Genome Replication [J].
Campagnola, Grace ;
Govindarajan, Vishnu ;
Pelletier, Annelise ;
Canard, Bruno ;
Peersen, Olve B. .
JOURNAL OF VIROLOGY, 2022, 96 (16)
[4]   Genetic variation analysis of PCV1 strains isolated from Guangxi Province of China in 2015 [J].
Cao, Liang ;
Sun, Wenchao ;
Lu, Huijun ;
Tian, Mingyao ;
Xie, Changzhan ;
Zhao, Guanyu ;
Han, Jicheng ;
Wang, Wei ;
Zheng, Min ;
Du, Rui ;
Jin, Ningyi ;
Qian, Aidong .
BMC VETERINARY RESEARCH, 2018, 14
[5]   The atomic structures of shrimp nodaviruses reveal new dimeric spike structures and particle polymorphism [J].
Chen, Nai-Chi ;
Yoshimura, Masato ;
Miyazaki, Naoyuki ;
Guan, Hong-Hsiang ;
Chuankhayan, Phimonphan ;
Lin, Chien-Chih ;
Chen, Shao-Kang ;
Lin, Pei-Ju ;
Huang, Yen-Chieh ;
Iwasaki, Kenji ;
Nakagawa, Atsushi ;
Chan, Sunney, I ;
Chen, Chun-Jung .
COMMUNICATIONS BIOLOGY, 2019, 2 (1)
[6]  
Day T, 2020, CURR BIOL, V30, pR849, DOI 10.1016/j.cub.2020.06.031
[7]   Intracellular Life Cycle Kinetics of SARS-CoV-2 Predicted Using Mathematical Modelling [J].
Grebennikov, Dmitry ;
Kholodareva, Ekaterina ;
Sazonov, Igor ;
Karsonova, Antonina ;
Meyerhans, Andreas ;
Bocharov, Gennady .
VIRUSES-BASEL, 2021, 13 (09)
[8]  
Jia Y., 2020, bioRxiv, DOI DOI 10.1101/2020.04.09.034942
[9]   Review of infective dose, routes of transmission and outcome of COVID-19 caused by the SARS-COV-2: comparison with other respiratory viruses [J].
Karimzadeh, Sedighe ;
Bhopal, Raj ;
Tien, Huy Nguyen .
EPIDEMIOLOGY & INFECTION, 2021, 149
[10]   Infectious long non-coding RNAs [J].
Katsarou, Konstantina ;
Rao, A. L. N. ;
Tsagris, Mina ;
Kalantidis, Kriton .
BIOCHIMIE, 2015, 117 :37-47