Replication of SARS-CoV-2 in the human population is defined by distributions of mutants that are present at different frequencies within the infected host and can be detected by ultra-deep sequencing techniques. In this study, we examined the SARS-CoV-2 mutant spectra of amplicons from the spike-coding (S-coding) region of 5 nasopharyngeal isolates derived from patients with vaccine breakthrough. Interestingly, all patients became infected with the Alpha variant, but amino acid substitutions that correspond to the Delta Plus, Iota, and Omicron variants were present in the mutant spectra of the resident virus. Deep sequencing analysis of SARS-CoV-2 from patients with vaccine breakthrough revealed a rich reservoir of mutant types and may also identify tolerated substitutions that can be represented in epidemiologically dominant variants.
Brenda Martínez-González, Lucía Vázquez-Sirvent, María E. Soria, Pablo Mínguez, Llanos Salar-Vidal, Carlos García-Crespo, Isabel Gallego, Ana I. de Ávila, Carlos Llorens, Beatriz Soriano, Ricardo Ramos-Ruiz, Jaime Esteban, Ricardo Fernandez-Roblas, Ignacio Gadea, Carmen Ayuso, Javier Ruíz-Hornillos, Concepción Pérez-Jorge, Esteban Domingo, Celia Perales
Title and authors | Publication | Year |
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A general and biomedical perspective of viral quasispecies
Domingo E, Martínez-González B, Somovilla P, García-Crespo C, Soria ME, de Ávila AI, Gadea I, Perales C |
RNA | 2025 |
SARS-CoV-2 biological clones are genetically heterogeneous and include clade-discordant residues.
de Ávila AI, Soria ME, Martínez-González B, Somovilla P, Mínguez P, Salar-Vidal L, Esteban-Muñoz M, Martín-García M, Zuñiga S, Sola I, Enjuanes L, Gadea I, Perales C, Domingo E |
Journal of virology | 2025 |
Incipient functional SARS-CoV-2 diversification identified through neural network haplotype maps.
Delgado S, Somovilla P, Ferrer-Orta C, Martínez-González B, Vázquez-Monteagudo S, Muñoz-Flores J, Soria ME, García-Crespo C, de Ávila AI, Durán-Pastor A, Gadea I, López-Galíndez C, Moran F, Lorenzo-Redondo R, Verdaguer N, Perales C, Domingo E |
Proceedings of the National Academy of Sciences | 2024 |
SARS-CoV-2 mutant spectra as variant of concern nurseries: endless variation?
Martínez-González B, Soria ME, Mínguez P, Lorenzo-Redondo R, Salar-Vidal L, López-García A, Esteban-Muñoz M, Durán-Pastor A, Somovilla P, García-Crespo C, de Ávila AI, Gómez J, Esteban J, Fernández-Roblas R, Gadea I, Domingo E, Perales C |
Frontiers in microbiology | 2024 |
Point mutations at specific sites of the nsp12–nsp8 interface dramatically affect the RNA polymerization activity of SARS-CoV-2
Ferrer-Orta C, Vázquez-Monteagudo S, Ferrero DS, Martínez-González B, Perales C, Domingo E, Verdaguer N |
Proceedings of the National Academy of Sciences | 2024 |
Quasispecies theory and emerging viruses: challenges and applications
Sardanyés J, Perales C, Domingo E, Elena SF |
npj Viruses | 2024 |
Atypical Mutational Spectrum of SARS-CoV-2 Replicating in the Presence of Ribavirin
Somovilla P, García-Crespo C, Martínez-González B, Soria ME, de Ávila AI, Gallego I, Mínguez P, Durán-Pastor A, Ferrer-Orta C, Salar-Vidal L, Esteban-Muñoz M, Zuñiga S, Sola I, Enjuanes L, Esteban J, Fernandez-Roblas R, Gadea I, Gómez J, Verdaguer N, Domingo E, Perales C |
Antimicrobial agents and chemotherapy | 2023 |
SARS-CoV-2 intra-host diversity, antibody response, and disease severity after reinfection by the variant of concern Gamma in Brazil.
Naveca FG, Nascimento VA, Nascimento F, Ogrzewalska M, Pauvolid-Corrêa A, Araújo MF, Arantes I, Batista ÉR, Magalhães AÁ, Vinhal F, Mattos TP, Riediger I, Debur MDC, Grinsztejn B, Veloso VG, Brasil P, Rodrigues RR, Rovaris DB, Fernandes SB, Fernandes C, Santos JHA, Abdalla LF, Costa-Filho R, Silva M, Souza V, Costa ÁA, Mejía M, Brandão MJ, Gonçalves LF, Silva GA, de Jesus MS, Pessoa K, Corado ALG, Duarte DCG, Machado AB, Zukeram KA, Valente N, Lopes RS, Pereira EC, Appolinario LR, Rocha AS, Tort LFL, Sekizuka T, Itokawa K, Hashino M, Kuroda M, Dezordi FZ, Wallau GL, Delatorre E, Gräf T, Siqueira MM, Bello G, Resende PC |
Scientific Reports | 2023 |
Puzzles, challenges, and information reservoir of SARS-CoV-2 quasispecies
Domingo E, Martínez-González B, García-Crespo C, Somovilla P, de Ávila AI, Soria ME, Durán-Pastor A, Perales C |
Journal of virology | 2023 |
Viral miRNA-mediated activation of hyaluronan production as a drug target against COVID-19
S Yang, L Chen, Y Tong, W Yu |
Acta pharmaceutica Sinica. B | 2022 |
SARS-CoV-2 Mutant Spectra at Different Depth Levels Reveal an Overwhelming Abundance of Low Frequency Mutations
Martínez-González B, Soria ME, Vázquez-Sirvent L, Ferrer-Orta C, Lobo-Vega R, Mínguez P, de la Fuente L, Llorens C, Soriano B, Ramos-Ruíz R, Cortón M, López-Rodríguez R, García-Crespo C, Somovilla P, Durán-Pastor A, Gallego I, de Ávila AI, Delgado S, Morán F, López-Galíndez C, Gómez J, Enjuanes L, Salar-Vidal L, Esteban-Muñoz M, Esteban J, Fernández-Roblas R, Gadea I, Ayuso C, Ruíz-Hornillos J, Verdaguer N, Domingo E, Perales C |
Pathogens | 2022 |
SARS-CoV-2 Amino Acid Mutations Detection in Greek Patients Infected in the First Wave of the Pandemic
Vassilaki N, Papadimitriou K, Ioannidis A, Papandreou NC, Milona RS, Iconomidou VA, Chatzipanagiotou S |
Microorganisms | 2022 |
Assessing the hidden diversity underlying consensus sequences of SARS-CoV-2 using VICOS, a novel bioinformatic pipeline for identification of mixed viral populations.
Goya S, Sosa E, NabaesJodar M, Torres C, König G, Acuña D, Ceballos S, Distéfano AJ, Dopazo H, Dus Santos M, Fass M, Fernández Do Porto D, Fernández A, Gallego F, Gismondi MI, Gramundi I, Lusso S, Martí M, Mazzeo M, Mistchenko AS, Muñoz Hidalgo Marianne G, Natale M, Nardi C, Ousset J, Peralta AV, Pintos C, Puebla AF, Pianciola L, Rivarola M, Turjanski A, Valinotto L, Vera PA, Zaiat J, Zubrycki J, Aulicino P, Viegas M |
Virus Research | 2022 |