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During 2016–2019, a total of 44, 738 throat swab samples from patients were received for confirming the respiratory viruses in laboratory, among which 6933 samples (15.5%) were tested positive for FLUAV and 2747 samples (6.1%) positive for FLUBV. In addition, co-infection of both FLUAV and FLUBV were found in 134 samples (0.3%). The age structure of the influenza positive patients was summarized in Table 1. These patients comprised five age groups: < 2 years, 2–4 years, 5–14 years, 15–64 years and > 64 years. Obviously, the age of 5–14 years had higher prevalence rate for FLUAV and FLUBV based on this study. Of the 6933 samples which were positive for FLUAV, the detection rate was highest in 5–14 years (37.2%), followed by 2–4 years (36.2%), 15–64 years (18.9%), < 2 years (6.5%) and > 64 years (1.25%). Among the 2747 FLUBV positive samples, the prevalence was highest in 5–14 years (51.0%), followed by 2–4 years (22.4%), 15–64 years (20.6%), < 2 years (4.2%) and > 64 years (1.9%). In co-infected samples, the 5–14 years group was up to 50.75%. Finally, significant differences in the distribution by age groups (P < 0.0001) were found between influenza types. In summary, during 2016–2019, infected population mainly concentrated in 5–14 years, and the FLUAV (15.5%) was the most dominant type, although FLUBV (6.1%) also took a significant proportion.
2016.6–2017.5 2017.6–2018.5 2018.6–2019.5 Total P value Received samples (n) 4983 16, 625 23, 130 44, 738 Influenza type A B A + B A B A + B A B A + B A B A + B Age 741 (14.9) 213 (4.7) 16 (0.3) 2617 (15.7) 1332 (8.0) 60 (0.4) 3575 (15.5) 1202 (5.2) 58 (0.3) 6933 (15.5) 2747 (6.1) 134 (0.3) < 2 years 25 (3.4) 4 (1.9) 1 (6.3) 131 (5.0) 36 (2.7) 2 (3.3) 295 (8.3) 74 (6.2) 5 (8.6) 451 (6.5) 114 (4.2) 8 (6.0) P < 0.0001 2–4 years 286 (38.6) 64 (30.1) 7 (43.8) 991 (37.9) 331 (24.9) 21 (35.0) 1231 (34.4) 221 (18.4) 19 (32.8) 2508 (36.2) 616 (22.4) 47 (35.1) 5–14 years 372 (50.2) 131 (60.5) 7 (43.8) 889 (34.0) 696 (52.3) 31 (51.7) 1316 (36.8) 573 (47.7) 30 (51.7) 2577 (37.2) 1400 (51.0) 68 (50.8) 15–64 years 56 (7.6) 14 (6.6) 0 (0.0) 568 (21.7) 240 (18.0) 3 (5.0) 686 (19.2) 311 (25.9) 4 (6.9) 1310 (18.9) 565 (20.6) 7 (5.2) > 64 years 2 (0.3) 0 (0.0) 0 (0.0) 38 (1.5) 29 (2.2) 3 (5.0) 47 (1.3) 23 (1.9) 0 (0.0) 87 (1.3) 52 (1.9) 3 (2.2) A + B: Co-infection with FLUAV and FLUBV.
P < 0.0001: Differences in the distribution by age groups were found between FLUAV and FLUBV.Table 1. Prevalence of FLUV in Wuhan city, Hubei province, China during 2016–2019.
During study period, three influenza seasons could be further divided as shown in Table 1. Notably, single influenza peaks during winter months were found in 2017–2018 and 2018–2019, respectively (Fig. 1). In addition, a small peak was also found in August and September of 2017. However, because of the small number of samples during winter in 2016, a small influenza peak was only observed in March of 2016. Although the influenza peak was mainly in winter, a few sporadic cases were also found during the inter-season periods. In addition, the dominant type was also variable during the three influenza seasons. For example, during 2017–2018 influenza season, FLUAV was the main epidemic strain at first, followed by FLUBV, and finally returned to FLUAV. While, in this study, the FLUAV was always dominant during 2018–2019 influenza season.
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To assess the evolution of seasonal FLUV in Wuhan city during the three influenza seasons, 12 A(H3N2), 11 A(H1N1)pdm09 and 5 FLUBV coding region sequences were recovered from the influenza-positive samples. The HA phylogenetic trees not only included the strains obtained in this study, but also included the circulating strains in China during the same period, the representative strains of clades for seasonal FLUV and the vaccine sequences recommended for northern hemisphere 2017–2020 influenza season.
As shown in Fig. 2, although all A(H3N2) strains were belonged to clade 3C.2a, they fell into two clusters: subclade 3C.2a2 and 3C.2a1b. In the subclade 3C.2a2, these strains shared the amino acid substitutions T147K, R158K and Q327H. Similarly, all the strains have the amino acid substitution R158G in subclade 3C.2a1b. Notably, compared with these 2017 and 2019 strains, the 2018 strains fell into two clades, highlighting the extensive diversity of A(H3N2) in Wuhan city during 2018. However, these strains from 2018 shared 98.3%–99.8% nucleotide and 98.1%–99.8% amino acid identities in HA gene with the vaccine strain recommended for northern hemisphere 2018–2019 influenza season (A/Singapore/INFIMH-160019/2016) (Table 2). Meanwhile, these 2019 strains from Wuhan and Hong Kong were clustered together and they shared the mutation of E78G. Finally, the overall HA1 nucleotide and amino acid identities among A(H3N2) to the corresponding vaccine strains were all over 96%.
Figure 2. Phylogenetic analysis of the nucleotide sequences of the HA gene of influenza A(H3N2). The tree was rooted with A/Texas/50/2012. Statistical support values (> 70%) are shown for significant nodes. The conserved amino acid changes to some clades were indicated at relevant branches. The scale bar indicates nucleotide substitutions per site. The GISAID Epiflu ID or GenBank accession numbers of FLUV used in this analysis are shown in Supplementary Table S4.
Type Year Clade No. of strain Vaccine strain % identity of HA Nucleotide Amino acid A/H3N2 2017 3c.2a2 3 A/Hong Kong/4801/2014 98.9–99.9 98.8–100 2018 3c.2a2, 3c.2a1b 4 A/Singapore/INFIMH-16-0019/2016 98.3–99.8 98.1–99.8 2019 3c.2a1b 5 A/Kansas/14/2017 96.3–100 96.5–99.9 A/H1N1 2018 6b.1 6 A/Michigan/45/2015 98.4–99.7 98.9–99.8 2019 6b.1 5 A/Brisbane/02/2018 98.0–98.9 98.1–98.9 B/Yamagata 2018 3 3 B/Phuket/3073/2013 98.4–99.9 99.5–99.8 2019 3 2 B/Phuket/3073/2013 98.4–99.9 99.1–99.7 Table 2. Comparison of nucleotide and amino acid similarities between the vaccine and the circulating seasonal influenza strains in Wuhan city, Hubei province, China.
The phylogenetic analysis of HA gene of A(H1N1)pdm09 and FLUBV was shown in Figs. 3 and 4. All A(H1N1)pdm09 isolated from Wuhan city clustered with 6B.1 based on the amino acid substitutions A13T, S101N, S179N and I233T. Interestingly, two 2018 strains (A/Wuhan/378/2018 and A/Wuhan/854/2018) and one 2019 strain (A/Wuhan/899/2019) were clustered with the 2019–2020 vaccine virus A/Brisbane/02/2018 which shared the amino acid substitution S200P. However, the HA1 nucleotide and amino acid identities among the A(H1N1)pdm09 and the vaccine virus of that year are all over 98% (Table 2). In addition, same as A(H1N1)pdm09, there were no FLUBV identified in 2016–2017 influenza season. The 2017–2018 and 2018–2019 strains all belong to B/Yamagata-lineage and fell into clade 3, sharing the amino acid substitutions N131K, K313E and E327K. They also shared > 98% nucleotide and amino acid identities with vaccine virus of that year.
Figure 3. Phylogenetic analysis of the nucleotide sequences of the HA gene of influenza A(H1N1)pdm09. The tree was rooted with A/California/07/ 2009. Statistical support values (> 70%) are shown for significant nodes. The conserved amino acid changes to some clades were indicated at relevant branches. The scale bar indicates nucleotide substitutions per site. The GISAID Epiflu ID or GenBank accession numbers of FLUV used in this analysis are shown in Supplementary Table S4.
Figure 4. Phylogenetic analysis of the nucleotide sequences of the HA gene of FLUBV. The tree was rooted with B/Estonia/ 55669/2011. Statistical support values (> 70%) are shown for significant nodes. The conserved amino acid changes to some clades were indicated at relevant branches. The scale bar indicates nucleotide substitutions per site. The GISAID Epiflu ID or GenBank accession numbers of FLUV used in this analysis are shown in Supplementary Table S4.
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To describe the antigenic characterization of A(H3N2), A(H1N1)pdm09 and FLUBV in Wuhan city during 2016–2019, we summarized the relative frequencies of amino acid substitutions at the epitope domain of the HA1 in comparisons with the vaccine strains of 2017 (Fig. 5). Because of no changing residues found on the epitope of FLUBV, it was not shown in Fig. 5. The antigenic sites A–E on the HA1 of A(H3N2) and A(H1N1)pdm09 viruses have been described preciously (Wiley et al. 1981; Bush et al. 1999; Deem and Pan 2009). Analyses of HA1sequneces of A(H3N2) viruses revealed 13 amino acid variations at the five epitopes: 131, 135 and 142 at epitope A; 160, 193 and 194 at epitope B; 311 at epitope C; 96, 121 and 171 at epitope D and 62, 92 and 261 at epitope E. In addition, there were also 14 amino acid variations at the five epitopes of A(H1N1)pdm09 viruses: 120, 126 and 129 at epitope A; 160, 183 and 185 epitope B; 38, 295 and 302 epitope C; 94, 164 and 173 epitope D and 74 and 260 at epitope E. However, no changing residues was found on receptor binding sites (RBSs) of A(H3N2) and A(H1N1)pdm09. Hence, the A(H1N1)pdm09 strains exhibited more diversity than the A(H3N2) strains in this study.
Figure 5. Frequency of amino acid residues discovered on epitopes A-E in HA1 protein of A(H3N2) and A(H1N1)pdm09 identified in Wuhan city during 2017-2019. The graphics were generated by using WebLogo3 (http://weblogo.threeplusone.com/). Positions of residue along the x-axis for (A) A(H3N2) and (B) A(H1N1)pdm09 are based on the A/Hong_Kong/4801/2014 and A/Michigan/45/2015 strains, respectively. Relative frequency of the amino acid residue is proportional to the residue height.
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The amino acid changes on NA and M proteins are related to resistance against the two known classes of drugs: neuraminidase inhibitors (NAIs) and adamantanes (Hurt et al. 2016). However, no amino acids changes were found on the special sites which reduces the susceptibility of NA inhibitors in this study (Supplementary Table S1, S2 and S3). In addition, the amino acid changes at the positions 26, 27, 30 and 31 of M2 protein which were proved to resistance to adamantanes were also not found in this study (Horm et al. 2014).
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To estimate vaccine compatibility of viruses circulating in Wuhan city during 2016–2019, the pepitope model was used to evaluate the antigenic distance between viruses identified in this study and the contemporary vaccine strain (Tables 3 and 4). Amino acid residues in five epitope regions A to E possess 19, 21, 27, 41 and 22 amino acids in HA1 of H3N2, respectively. For 2017, the pepitope between A(H3N2) and the A/Hong Kong/4801/2014 vaccine strain was 0.1053 (epitope A; mutation 131 and 142) and the vaccine efficacy was 44.66% (E=20.99% of 47%, pepitope=0) with a perfect match with the vaccine strain. For 2018, the HA1 sequences mostly had a dominant mutation in epitope A (131, 142 and 171). The pepitope of 0.1579 with respect to A/Singapore/INFIMH-16-0019/ 2016 vaccine strain and the vaccine efficacy was 17.02% (E=8.00% of 47%, pepitope=0) with a perfect match with the vaccine strain. Similarly, for 2019, the pepitope was also 0.1579 from 5 strains (dominant epitope A, mutations 131, 138 and 144) between A(H3N2) and A/Kansas/14/2017 vaccine strain, suggesting the poorly matched with vaccine strain. Consequently, the strains isolated in Wuhan city during the three influenza seasons have a worse-case vaccine efficacy, especially for 2018 and 2019.
Year Vaccine strain No. of strain Dominant epitope Differing Residues pepitope Efficacy Vaccine efficacy (47%) Vaccine efficacy (100%) 2017 A/Hong Kong/4801/2014 3 A 131, 142 0.1053 0.2099 20.99 44.66 2018 A/Singapore/INFIMH-16-0019/2016 2 A 131, 142, 171 0.1579 0.0800 8.00 17.02 1 A 135, 142 0.1053 0.2099 20.99 44.66 1 A 135 0.0526 0.3401 34.01 72.34 2019 A/Kansas/14/2017 5 A 131, 138, 144 0.1579 0.0800 8.00 17.02 Table 3. Efficacy among the vaccine strains and number of mutations found on the dominant epitope of A(H3N2) isolated in Wuhan city, Hubei province, China.
Year Vaccine strain No. of strain Dominant epitope Differing Residues pepitope Efficacy Vaccine efficacy (53%) Vaccine efficacy (100%) 2018 A/Michigan/45/ 2015 2 C 38, 295 0.0606 0.4579 45.79 86.40 2 B 183 0.0455 0.4759 47.59 89.79 1 C 295 0.0303 0.4939 49.39 93.19 1 D 164, 173 0.0417 0.4804 48.04 90.64 2019 A/Brisbane/02/ 2018 3 C 45, 298 0.0606 0.4579 45.79 86.40 1 C 45, 298, 302 0.0909 0.4218 42.18 79.59 1 B 160, 185 0.0909 0.4218 42.18 79.59 Table 4. Efficacy among the vaccine strains and number of mutations found on the dominant epitope of A(H1N1)pdm09 isolated in Wuhan city, Hubei province, China.
In addition, according to the previous report, amino acid residues in epitope A to E of H1N1 possess 24, 22, 33, 48 and 34 amino acids, respectively. As shown in Table 4, antigenic drifts were mainly on epitopes B and C. The dominant epitope was C which substitution were 38, 295 and the pepitope was 86.40% (E=45.79% of 53%, pepitope =0) when perfect matching the vaccine strain. For 2019, the HA1 sequences of A(H1N1)pdm09 showed antigenic drifts mainly on epitopes C with mutations 45 and 298. The vaccine efficacy was 86.40% (E=45.79% of 53%, pepitope=0). Finally, these results revealed that the protective effect of A(H1N1)pdm09 vaccine is better than A(H3N2) in Wuhan city during 2016–2019.