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. 2024 Sep 3;14(1):20418.
doi: 10.1038/s41598-024-71349-8.

The evolutionary features and roles of single nucleotide variants and charged amino acid mutations in influenza outbreaks during NPI period

Affiliations

The evolutionary features and roles of single nucleotide variants and charged amino acid mutations in influenza outbreaks during NPI period

Zhong-Zhou Huang et al. Sci Rep. .

Abstract

The epidemic and outbreaks of influenza B Victoria lineage (Bv) during 2019-2022 led to an analysis of genetic, epitopes, charged amino acids and Bv outbreaks. Based on the National Influenza Surveillance Network (NISN), the Bv 72 strains isolated during 2019-2022 were selected by spatio-temporal sampling, then were sequenced. Using the Compare Means, Correlate and Cluster, the outbreak data were analyzed, including the single nucleotide variant (SNV), amino acid (AA), epitope, evolutionary rate (ER), Shannon entropy value (SV), charged amino acid and outbreak. With the emergence of COVID-19, the non-pharmaceutical interventions (NPIs) made Less distant transmission and only Bv outbreak. The 2021-2022 strains in the HA genes were located in the same subset, but were distinct from the 2019-2020 strains (P < 0.001). The codon G → A transition in nucleotide was in the highest ratio but the transversion of C → A and T → A made the most significant contribution to the outbreaks, while the increase in amino acid mutations characterized by polar, acidic and basic signatures played a key role in the Bv epidemic in 2021-2022. Both ER and SV were positively correlated in HA genes (R = 0.690) and NA genes (R = 0.711), respectively, however, the number of mutations in the HA genes was 1.59 times higher than that of the NA gene (2.15/1.36) from the beginning of 2020 to 2022. The positively selective sites 174, 199, 214 and 563 in HA genes and the sites 73 and 384 in NA genes were evolutionarily selected in the 2021-2022 influenza outbreaks. Overall, the prevalent factors related to 2021-2022 influenza outbreaks included epidemic timing, Tv, Ts, Tv/Ts, P137 (B → P), P148 (B → P), P199 (P → A), P212 (P → A), P214 (H → P) and P563 (B → P). The preference of amino acid mutations for charge/pH could influence the epidemic/outbreak trends of infectious diseases. Here was a good model of the evolution of infectious disease pathogens. This study, on account of further exploration of virology, genetics, bioinformatics and outbreak information, might facilitate further understanding of their deep interaction mechanisms in the spread of infectious diseases.

Keywords: Charged amino acid; Evolution; Influenza; Outbreak; Single nucleotide variant (SNV); Statistics.

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Conflict of interest statement

The authors declare no competing interests.

Figures

Fig. 1
Fig. 1
Positive selection of HA and NA genes analyzed by FUBAR and MEME. The negative sites were present in FUBAR, marked with small circle dots in blue.
Fig. 2
Fig. 2
The evolutionary rates and entropy values of the sites on HA and NA [(a) ER; (b) SV].

References

    1. Han, A. X., de Jong, S. P. J. & Russell, C. A. Co-evolution of immunity and seasonal influenza viruses. Nat. Rev. Microbiol.21(12), 805–817. 10.1038/s41579-023-00945-8 (2023). 10.1038/s41579-023-00945-8 - DOI - PubMed
    1. Skelton, R. M. & Huber, V. C. Comparing influenza virus biology for understanding influenza D virus. Viruses.14(5), 1036. 10.3390/v14051036 (2022). 10.3390/v14051036 - DOI - PMC - PubMed
    1. Pormohammad, A. et al. Comparison of influenza type A and B with COVID-19: A global systematic review and meta-analysis on clinical, laboratory and radiographic findings. Rev. Med. Virol.31(3), e2179. 10.1002/rmv.2179 (2021). 10.1002/rmv.2179 - DOI - PMC - PubMed
    1. Huang, Z. Z. et al. Charged amino acid variability related to N-glycosylation and epitopes in A/H3N2 influenza: Hemagglutinin and neuraminidase. PLoS One.12(7), e0178231. 10.1371/journal.pone.0178231 (2017). 10.1371/journal.pone.0178231 - DOI - PMC - PubMed
    1. Kamlangdee, A. et al. Broad protection against avian influenza virus by using a modified vaccinia Ankara virus expressing a mosaic hemagglutinin gene. J. Virol.88, 13300–13309. 10.1128/JVI.01532-14 (2014). 10.1128/JVI.01532-14 - DOI - PMC - PubMed

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