Abstract
Influenza A virus (subtype H3N2) causes seasonal human influenza and is included as a component of influenza vaccines. The majority of vaccine viruses are isolated and propagated in eggs, which commonly results in amino acid substitutions in the haemagglutinin (HA) glycoprotein. These substitutions can affect virus receptor-binding and alter virus antigenicity, thereby, obfuscating the choice of egg-propagated viruses for development into candidate vaccine viruses. To evaluate the effects of egg-adaptive substitutions seen in H3N2 vaccine viruses on sialic acid receptor-binding, we carried out quantitative measurement of virus receptor-binding using surface biolayer interferometry with haemagglutination inhibition (HI) assays to correlate changes in receptor avidity with antigenic properties. Included in these studies was a panel of H3N2 viruses generated by reverse genetics containing substitutions seen in recent egg-propagated vaccine viruses and corresponding cell culture-propagated wild-type viruses. These assays provide a quantitative approach to investigating the importance of individual amino acid substitutions in influenza receptor-binding. Results show that viruses with egg-adaptive HA substitutions R156Q, S219Y, and I226N, have increased binding avidity to α2,3-linked receptor-analogues and decreased binding avidity to α2,6-linked receptor-analogues. No measurable binding was detected for the viruses with amino acid substitution combination 156Q+219Y and receptor-binding increased in viruses where egg-adaptation mutations were introduced into cell culture-propagated virus. Substitutions at positions 156 and 190 appeared to be primarily responsible for low reactivity in HI assays with post-infection ferret antisera raised against 2012–2013 season H3N2 viruses. Egg-adaptive substitutions at position 186 caused substantial differences in binding avidity with an insignificant effect on antigenicity.
Introduction
Influenza A virus (IAV), subtype H3N2, causes seasonal human influenza and is included in trivalent and tetravalent vaccines containing H1N1, H3N2 and influenza B virus components. Influenza viruses undergo antigenic drift by mutation of the haemagglutinin (HA) gene, encoding the major protein target for immune responses, to evade pre-existing immunity. Accumulation of these mutations can result in the emergence of antigenically-distinct groups if certain amino acid substitutions are introduced in the HA glycoprotein. To ensure vaccines are as effective as possible, global surveillance and monitoring of circulating wild-type viruses has been carried out since 1948 under the auspices of WHO to monitor influenza virus evolution, and vaccine composition is reviewed by WHO twice annually.
Most influenza viruses used for vaccines have been propagated in hens’ eggs. However, cultivation of clinical samples containing human influenza viruses in eggs can select for virus variants (Robertson et al., 1987; Robertson et al., 1985; Schild et al., 1983; Wang et al., 1989) and these egg-propagated viruses differ from the IAV in clinical specimens to a greater degree than viruses cultivated in tissue culture cells (Katz et al., 1990; Katz & Webster, 1992; Meyer et al., 1993; Rocha et al., 1993; Schild et al., 1983). Cell culture-based influenza vaccines from qualified Vero and MDCK cell lines have been developed as summarised in (Donis et al., 2014; Perdue et al., 2011) and have regulatory approval in the USA and some European countries (Barrett et al., 2013; Doroshenko & Halperin, 2009). However, licensed human seasonal cell-propagated influenza vaccines are derived from an egg-isolated virus. Recent developments show that candidate vaccine viruses can be designed using genetic sequence data and generated rapidly in MDCK cells to produce mimics of circulating viruses (Dormitzer , 2015; Dormitzer et al., 2013). Nevertheless, the vast majority of human influenza vaccines continue to be propagated in eggs to generate high-yield, reassortant, candidate vaccine viruses (CVV).
Virus adaptation to propagation in eggs usually results in the introduction of amino acid (AA) substitutions in the HA glycoprotein. Due to the close proximity of the receptor binding site (RBS) and areas targeted by virus neutralising antibodies (Daniels et al., 1983; Koel et al., 2013; Skehel & Wiley, 2000), these substitutions can affect both virus receptor-binding and antigenicity and studies suggest that receptor-binding avidity can be a driving force for antigenic drift (Daniels et al., 1984; Hensley et al., 2009). The HA of the H3N2 IAV has evolved extensively since its emergence in 1968. This evolution has resulted in current viruses having reduced avidity for sialic acid (SA) analogues of the human receptor (α2,6-terminally-linked SA-containing carbohydrates) and an even weaker ability to bind to avian SA receptors (α2,3-terminally-linked SA-containing carbohydrates) (Lin et al., 2012; Medeiros et al., 2001; Nobusawa et al., 2000; Yang et al., 2015). Associated with these changes is the observation that current H3N2 viruses are difficult to adapt to propagation in hens’ eggs.
Egg-adaptive AA substitutions can obfuscate the choice of vaccine viruses. In several 2012–2013 season H3N2 CVVs (IVR-165, NIB-79, and X-217) derived from A/Victoria/361/2011 (Vic361), egg-propagation resulted in AA substitutions at the RBS and known antigenic sites (Webster & Laver, 1980; Wiley et al., 1981) (Table 1, Fig. S1, available in the online Supplementary Material). During the 2012–2013 season low vaccine effectiveness was reported in Canada (Skowronski et al., 2013), USA (Flannery et al., 2013), and Europe (Valenciano & Kissling, 2013), which was proposed to be due to AA substitutions in the H3N2 vaccine component (IVR-165), as opposed to antigenic drift in circulating viruses (Barr et al., 2014; Skowronski et al., 2014). As the substitutions were suspected to have altered the virus antigenicity, the H3N2 strain was changed from egg-propagated Vic361 (Vic361e) to egg-propagated A/Texas/50/2012 (Tex50e) for inclusion in the 2013–2014 vaccine following WHO recommendations (Barr et al., 2014). Egg-propagation of the Tex50e CVV, X-223, resulted in AA substitution at position 226 in HA1, a residue frequently associated with changes in receptor-binding properties (Matrosovich et al., 2000; Naeve et al., 1984; Rogers et al., 1983; Wan & Perez, 2007). Due to the emergence of viruses in new antigenically-distinct genetic clades, 3c.2a and 3c.3a, the H3N2 component for inclusion in the 2015 Southern Hemisphere vaccine was recommended to be changed to egg-propagated A/Switzerland/9715293/2013 (Switz13e) (WHO, 2014) and was also included in the Northern Hemisphere 2015–2016 season vaccine (WHO, 2015). Generation of Switz13e CVVs, X-247 and NIB-88, resulted in AA substitutions at position 219 (Table 1, Fig. S1).
Table 1. AA residues of interest present in and around the HA RBS of H3N2 egg- or cell culture-propagated prototype and eggpropagated CVV (V) influenza viruses.
Virus* | Amino acid position (H3 numbering) | Virus binding to BLI receptor analogues† | ||||||
---|---|---|---|---|---|---|---|---|
156 | 186 | 190 | 219 | 225 | 226 | 3-SLN | 6-SLN | |
A/Victoria/361/2011 cell-propagated WT (Vic361c) |
H | G | D | S | N | I | – | – |
A/Victoria/361/2011 egg-propagated (Vic361e) |
R | V | D | S | N | I | ++ | ++ |
IVR-165V | Q | V | D | Y | N | I | – | – |
X-217V | Q | V | D | Y | N | I | – | – |
NIB-79V | R | V | E | S | N | I | ++ | + |
A/Texas/50/2012 egg-propagated (Tex50e) |
H | V | D | F | N | I | – | – |
X-223V | H | V | D | F | N | N | ++ | – |
A/Switzerland/9715293/2013 cell-propagated WT (Switz13c) |
H | G | D | S | D | I | – | +++ |
A/Switzerland/9715293/2013 egg-propagated (Switz13e) |
H | V | D | S | D | I | +++ | + |
X-247V | H | V | D | F | D | I | – | + |
NIB-88V | H | V | D | Y | D | I | – | + |
*HA sequences of prototype viruses and CVVs were obtained from the Global Initiative for Sharing All Influenza Data (GISAID) EpiFluÉ platform (http://platform.gisaid.org/epi3/).
†Arbitrary BLI binding avidities of viruses to 3-SLN or 6-SLN analogues. +++, Very strong binding; ++, strong binding; +, detectable binding/weaker binding; detectable binding.
Here we report on the effects of egg-adaptive substitutions in HA of recent H3N2 vaccine viruses on SA receptor-binding using a recently developed surface biolayer interferom etry (BLI) assay (Lin et al., 2012), along with haemagglutination inhibition (HI) assays, in order to characterise the correlation between receptor-binding and the antigenic properties of these viruses. Using the vaccine virus Vic361e, recommended for use in vaccines in 2012 and 2013, as a prototype, a panel of viruses was generated by reverse genetics (RG) in order to relate the effect of individual AA substitutions on both receptor-binding and antigenicity. We further examined the receptor-binding and antigenic properties of vaccine viruses recommended for 2014 and 2015. Although a recent study has used BLI and glycan arrays to examine the receptor-binding properties of baculovirus-expressed H3N2 HA proteins from seasonal vaccine components up until 2013 (Yang et al., 2015), no complementary antigenic analysis was done and the viruses have continued to change in the intervening period and are highly likely to do so in future seasons. To our knowledge this is the first time that quantitative receptor-binding assays and HI assays have been used together to investigate the correlative effects on receptor-binding and antigenicity of defined AA substitutions in H3N2 CVVs.
Results and Discussion
Receptor-binding of H3N2 candidate vaccine viruses and egg-propagated RG viruses
BLI receptor-binding assays were carried out to determine the binding avidity of WT, CVV, or RG H3N2 viruses, representative of 2012–2013, 2013–2014, or 2015–2016 seasons (Table 1), to avian (3-SLN) and human (6-SLN) receptor-analogues.
The recommended virus from which CVVs were produced for the Northern Hemisphere season 2012–2013 was A/Victoria/361/2011 (Vic361). Three CVVs were produced from V361e: IVR-165, X-217 and NIB-79 (Table 1). In the set of 2012–2013 season CVV and RG viruses, NIB-79 demonstrated a similar avidity for 3-SLN (Fig. 1a) but a decreased avidity for 6-SLN (Fig. 1d) compared with Vic361e. In contrast, no measurable binding of alternative CVVs IVR-165 or X-217 to either analogue was observed (Fig. 1a, d). Both IVR-165 and X-217 carry substitutions R156Q and S219Y, which are not seen in Vic361e or NIB-79.
RG viruses were produced with either one or both of the R156Q and S219Y AA substitutions to define which was responsible for the lack of measurable binding to the receptor-analogues. Introduction of substitutions R156Q and S219Y independently into Vic361e HA resulted in some increased binding to 3-SLN (Fig. 1b), but decreased binding to 6-SLN (Fig. 1e) when compared to Vic361e. Introducing the R156Q+S219Y combination into Vic361e resulted in no detectable binding of the virus to either 3-SLN (Fig. 1b) or 6-SLN (Fig. 1e). These results indicate that this AA combination at these positions significantly reduces the virus binding avidity to human and avian receptor-analogues, and they confirm the data for IVR-165 and X-217 (Fig. 1a, d). This double substitution may have caused a reduction in binding overall to receptor-analogues but could be the result of an adaptation to specific receptors present in the egg allantoic cavity, which may be responsible for the high growth in eggs of the double-substitution virus. It is notable that paired HA substitutions in H1 subtypes at positions 190 and 225 have previously been reported to alter receptor-binding specificity (Matrosovich et al., 2000; Stevens et al., 2006) highlighting the importance of examining single and combinations of AA substitutions arising during the complex process of egg-adaptation.
CVV NIB-79 encoded a D190E substitution in HA1. RG/Vic361e D190E, constructed to correspond to NIB-79, showed a similar binding profile to 3-SLN (Fig. 1c) with a slightly decreased binding avidity for 6-SLN (Fig. 1f) when compared with Vic361e, as was seen with NIB-79 (Fig. 1a, d). D190E is a common egg-adaptive substitution and the AA at this position has been shown to be involved in the receptor-binding specificity of both H3 and H1 subtypes (Glaser et al., 2005; Matrosovich et al., 2000; Nobusawa et al., 2000).
Vic361e differs from the cell culture-propagated virus (Vic361c) at two AAs in the vicinity of the RBS, 156 and 186. Two RG viruses RG/Vic361e R156H and RG/Vic361e V186G were constructed to represent viruses with single substitutions. Both RG viruses failed to bind 3-SLN (Fig. 1c) and had the lowest avidities for 6-SLN compared with Vic361e and other RG viruses assayed (Fig. 1f). Residue 186 of HA1 is recognised for its role in cell- or egg-adaptation (Gambaryan et al., 1999; Lu et al., 2005, 2006) and 186G makes the virus more ‘cell-like’. 156H also makes the virus more ‘cell-like’ and this property is probably responsible for the loss of 3-SLN binding. These observations also correlate with reports that recent human H3N2 viruses have lost the ability to bind to α2,3-linked SAs and propagate most efficiently in MDCK-SIAT1 cells, which over-express α2,6-linked SAs, compared with standard MDCK cells (Lin et al., 2012; Oh et al., 2008).
In 2013, the H3N2 vaccine component recommendation changed from Vic361e to Tex50e. Tex50e showed no measurable binding to 3-SLN or 6-SLN (data not shown). CVV X-223, derived from Tex50e and carrying a substitution at residue 226 of HA1 (I226N), also failed to bind to 6-SLN (data not shown) but bound with high avidity to 3-SLN (Fig. 2a). The lack of binding to 6-SLN may be due to the maintained 156H in HA1, making the virus more ‘cell-like’ as described above for egg-propagated RG/Vic361e R156H (Fig. 1c). As demonstrated here, cell culture-propagated viruses encoding 156H also do not bind to 6-SLN (Fig. 2c). The AA substitution I226N carried by X-223 is probably responsible for the strong virus binding avidity for 3-SLN and AA substitution at position 226 of HA1 is a frequently documented host-receptor adaptation, with Q226L substitution causing altered binding preferences from avian to human receptors (Matrosovich et al., 2000; Naeve et al., 1984; Rogers et al., 1983). In support of this, introduction of I226N into Vic361e HA to produce RG/Vic361e I226N resulted in increased binding avidity for 3-SLN (Fig. 2a) and decreased binding to 6-SLN compared with Vic361e virus (Fig. 2b). I226N substitution establishes a new potential glycosylation motif. Whether the motif is functional is not known, but it seems unlikely as the HA 220 loop is intimately involved in receptor-binding.
In September 2014, a change in the recommendation for the H3N2 component of the influenza vaccine was made due to the emergence of antigenically-distinct viruses in early 2014. A/Switzerland/9715293/2013 (Switz13e) was recommended as the prototype virus. In the set of 2015 and 2015–2016 CVVs derived from Switz13e, X-247 and NIB-88, both carried AA substitutions at residue 219, S219F and S219Y respectively, compared to the egg-propagated prototype Switz13e. Both bound to 6-SLN with low avidity compared to the Switz13e virus (Fig. 2b), and both failed to bind to 3-SLN (data not shown), unlike Switz13e which bound the avian receptor-analogue, albeit with low avidity (Fig. 2a). The observation that NIB-88 and X-247 failed to bind 3-SLN was surprising in light of the ability of both RG/Vic361e S219Y and RG/Vic361e S219F (Fig. 1b and Fig. 2a) to bind 3-SLN at high avidity. Tyrosine and phenylalanine contain an aromatic side chain, and are more hydrophobic than serine present in Switz13c and Switz13e. We speculate that this could affect the hydrophobicity of the HA molecule, and previous studies have indicated that differing hydrophobic states may affect antibody epitope binding and virus glycosylation profile (Long et al., 2011; Pan et al., 2011). Potentially, these substitutions at position 219 could also physically alter the RBS by affecting the 220-loop conformation due to the bulky, aromatic side-chain structures of tyrosine and phenylalanine. It is also possible that the phenotype of strong binding avidity to 3-SLN of viruses RG/Vic361e S219Y and RG/Vic361 S219F may be attributed to various potential combinations of AA residues at positions 219, 156 and/or 225, or additional substitutions located in regions other than those listed in Table 1 which may be compensating for the 219Y and 219F residue changes.
Receptor-binding of H3N2 RG viruses propagated in cell culture
Both the exclusively cell culture-propagated cultivar of Switz13 (Switz13c) and the RG/Vic361c H156R virus bound with high avidity to 6-SLN (Fig. 2c) but no other cell culture-propagated viruses assayed (listed in Table 2) bound to 3- or 6-SLN even when 10 or 15 times more virus was used (data not shown). The introduction of H156R substitution into Vic361c made the RG virus more like the egg-propagated virus, which was found to bind with high avidity to 6-SLN (Fig. 1b, d, f). Results for cell culture-propagated cultivars of Tex50, RG/Vic361c D190E and RG/Vic361c I226N could not be generated as they propagated to very low yield, making subsequent analyses impossible.
Table 2. HA titres of egg- and cell culture–propagated prototype, CVV and RG viruses.
Virus* | 1 % Guinea pig RBC | 0.5 % Turkey RBC | 0.5 % Chicken RBC |
---|---|---|---|
A/Victoria/361/2011E | 8192 | 16 384 | 2048 |
IVR-165V | 524 288 | 131 072 | 131 072 |
X-217V | 65 536 | 65 536 | 1024 |
NIB-79V | 32 768 | 32 768 | 16 384 |
RG viruses derived from egg-propagated Vic361e | |||
RG/Vic361e R156QE | 131 072 | 524 288 | 131 072 |
RG/Vic361e R156HE | 16 384 | 4 | < |
RG/Vic361e V186GE | 1024 | 64 | < |
RG/Vic361e D190EE | 8192 | 2048 | 4096 |
RG/Vic361e S219FE | 131 072 | 16 384 | 4096 |
RG/Vic361e S219YE | 2048 | 1024 | 1024 |
RG/Vic361e I226NE | 65 536 | 8192 | 32 768 |
RG/Vic361e R156Q+S219YE | 65 536 | 524 288 | 2048 |
RG/Vic361e R156H+S219YE | 65 536 | 8192 | 1024 |
A/Victoria/361/2011C | 1024 | < | < |
RG viruses derived from cell-propagated Vic361c | |||
RG/Vic361c H156RC | 256 | 32 | < |
RG/Vic361c H156QC | 1 048 576 | 16 | < |
RG/Vic361c G186VC | 16 384 | < | < |
RG/Vic361c S219FC | 32 768 | < | < |
RG/Vic361c S219YC | 16 384 | < | < |
RG/Vic361c H156Q+S219YC | 16 384 | 64 | < |
RG/Vic361c H156R+S219YC | 32 | 16 | < |
A/Texas/50/2012E | 2048 | 512 | 128 |
X-223V | 524 288 | 2 097 152 | 32 768 |
A/Switzerland/9715293/2013E | 2048 | 1024 | 128 |
A/Switzerland/9715293/2013C | 256 | < | < |
X-247V | 32 768 | 16 384 | 2048 |
NIB-88V | 32 768 | 16 384 | 4096 |
HA titres of purified virus initially diluted 50-fold in PBS, with 1 % guinea pig, 0.5 % turkey, or 0.5 % chicken RBC. <, No agglutination of RBC observed. *E, egg-propagated; C, cell culture-propagated; V, CVV. HA assays were repeated three times and the data presented are the modal values. Assays performed with RBC in PBS plus 20 nM oseltamivir carboxylate.
Failure of the majority of exclusively cell culture-propagated viruses to bind to receptor-analogues may be related to the AA at position 225. Previous BLI studies reported that representative H3N2 IAV collected between 2005 and 2010, propagated in cell culture, lost the ability to bind to 6-SLN by 2010. AA substitution D225N, occurring between 2004 and 2005, was demonstrated to be the major cause of a structural conformation change (Lin et al., 2012). Vic361 and Tex50 retained 225N but the more recent Switz13 reverted to 225D and bound with high avidity to 6-SLN (Fig. 2c). However, introduction of substitution H156R into cell-propagated Vic361 (Vic361c) to produce RG/Vic361c H156R, also resulted in this virus binding with high avidity to 6-SLN (Fig. 2c) showing that substitution at position 225 is not the sole AA responsible for determining the binding profile. Along with residue 225, there were HA substitutions at several other positions in the more recently emerged 2014–2015 H3N2 viruses (WHO, 2015) which may contribute to the binding phenotype of Switz13 either singly or in combination. Residue 159 has been identified as being potentially responsible for the antigenic drift between 2013–2014 and 2014–2015 seasons (Chambers et al., 2014), and due to its location on the HA1 molecule as a potential glycosylation site, it is also of interest in virus receptor-binding. Failure to bind 6-SLN might also relate to the physical composition of the receptor-analogue, either due to a low density or lack of presentation of modified types of α2,6-linked molecules. Binding studies using glycan microarrays recently demonstrated that binding of a baculovirus-expressed cell culture-propagated Vic361 HA protein was restricted to α2,6-linked receptor-analogues with increased glycan chain lengths (Yang et al., 2015) which could make the receptor-analogue more accessible to the virus glycoprotein. This is supported by a recent review of glycan array screening data which suggests that since 1968 H3N2 IAV have generally lost the ability to bind to short branched glycans, and now bind preferentially to those with long linear backbone sequences (Air, 2014). Increased glycosylation of the HA1 globular head over the course of H3N2 circulation (Blackburne et al., 2008; Cherry et al., 2009; Kobayashi & Suzuki, 2012), presumably to escape neutralising antibodies (Skehel et al., 1984), may also cause steric hindrance of binding to α2,6-linked analogues with short glycan chains.
Agglutination of red blood cells (RBC) from different species by H3N2 viruses
RBC from different mammalian and avian species express cell-surface SAs of different linkages and modifications making them useful tools in indicating receptor-binding preferences of IAV (Ito et al., 1997). Therefore, to complement the quantitative BLI measurements, HA assays were performed with guinea pig, chicken, turkey, and horse RBC. The results are shown in Table 2.
No cell culture-propagated viruses or the egg-propagated RG/Vic361e R156H were able to agglutinate chicken RBC, consistent with previous reports (Medeiros et al., 2001; Nobusawa et al., 2000). No viruses tested agglutinated horse RBC (data not shown). None of the cell culture-propagated viruses, with the exceptions of RG/Vic361c H156R and RG/Vic361c H156Q, which contain ‘egg-like’ residues at position 156, were able to agglutinate turkey RBC. These data correlate with the BLI binding data obtained for these viruses (Figs 1 and 2) and with previous reports of cell culture-propagated H3N2 IAV from 2005 onwards being unable to bind turkey RBC (Lin et al., 2012).
All viruses tested agglutinated guinea pig RBC which express more α2,6-linked than α2,3-linked SA molecules compared with chicken and turkey RBC (Lin et al., 2012; Medeiros et al., 2001; Thompson et al., 2004). This included viruses which were unable to bind to 6-SLN in BLI assays, indicating that there may be certain types, densities, or structures of α2,6-linked molecules present on the RBC that are not fully represented by the SLN analogue. Similarly, CVVs IVR-165, X-217, NIB-88, and X-247 did not bind the 3-SLN analogue yet bound chicken and turkey RBC. Both BLI and RBC agglutination are good ways to show that changes in receptor-binding are occurring, however the BLI receptor-analogues are synthetic and the range of glycans on turkey and guinea pig RBC used in established influenza assays are not likely to be fully representative of the glycans found in the human host. This has already been shown for chicken RBC in studies using glycomics-based analyses which indicate that the N-glycan receptor profile on the surface of these RBC is not representative of the profile on the surfaces of human bronchial epithelial cells (Aich et al., 2011), meaning that these glycans are unlikely to present the required virus-receptors for human IAV. The nature of sialylated glycan populations present on turkey and guinea pig RBC is currently unknown and further work to resolve this is warranted.
Antigenic analyses of H3N2 RG viruses
To correlate the receptor-binding properties of the viruses analysed with their antigenic properties, HI assays were carried out on the panel of RG viruses, CVVs and cell culture-propagated and egg-propagated reference viruses (Table 3).
Table 3. HI titres of egg-propagated and cell-culture-propagated prototype, CVV and RG viruses and associated virus binding avidities to BLI receptor-analogues.
Haemagglutination inhibition titre† Post-infection ferret antisera | Virus binding to BLI receptor-analogues‡ | ||||||
---|---|---|---|---|---|---|---|
Test viruses* | Vic361e | Vic361c | NIB-79V | IVR-165V | X-217V | 3-SLN | 6-SLN |
A/Victoria/361/2011E | 2560 | 320 | 640 | 1280 | 1280 | ++ | ++ |
A/Victoria/361/2011C | 640 | 640 | 160§ | 640 | 640 | – | – |
NIB-79V | 1280 | 80§ | 1280 | 320 | 320 | ++ | + |
IVR-165V | 2560 | 160 | 160§ | 1280 | 5120 | – | – |
X-217V | 1280 | 160 | 320 | 2560 | 1280 | – | – |
RG viruses derived from egg-propagated Vic361e | |||||||
RG/Vic361e R156HE | 1280 | 1280 | 640 | 2560 | 2560 | – (↑) | + (↓) |
RG/Vic361e R156QE | 640 | 320 | 640 | 2560 | 2560 | +++ (↑) | + (↓) |
RG/Vic361e V186GE | 1280 | 1280 | 1280 | 1280 | 1280 | – (↓) | + (↓) |
RG/Vic361e D190EE | 1280 | 160 | 2560 | 320 | 320 | ++ | + (↓) |
RG/Vic361e S219FE | 1280 | 320 | 1280 | 640 | 640 | ++ | ++ |
RG/Vic361e S219YE | 2560 | 320 | 1280 | 1280 | 2560 | +++ (↑) | + (↓) |
RG/Vic361e I226NE | 1280 | 640 | 640 | 640 | 640 | ++ | + (↓) |
RG/Vic361e R156Q+S219YE | 640 | 160 | 320 | 2560 | 2560 | – (↓) | – (↓) |
RG viruses derived from cell-propagated Vic361c | |||||||
RG/Vic361c H156RC | 1280 | 320 | 640 | 640 | 640 | – | ++ (↑) |
RG/Vic361c H156QC | 640 | 160 | 320 | 1280 | 1280 | – | – |
RG/Vic361c G186VC | 2560 | 2560 | 1280 | 1280 | 1280 | – | – |
RG/Vic361c S219FC | 640 | 640 | 320 | 320 | 320 | – | – |
RG/Vic361c S219YC | 640 | 320 | 320 | 640 | 1280 | – | – |
RG/Vic361c H156Q+S219YC | 640 | 160 | 320 | 1280 | 640 | – | – |
RG/Vic361c H156R+S219YC | 1280 | 160 | 640 | 1280 | 1280 | – | – |
*E, Egg-propagated; C, cell culture-propagated; V, CVV. †Homologous HI titres highlighted in bold text; HI titres decreased 4-fold compared to homologous titres highlighted in italic text, reductions of ≥8-fold marked with §. HI assays were repeated three times and the data presented are the modal values. Assays performed with guinea pig RBC in PBS plus 20 nM oseltamivir carboxylate. ‡Arbitrary BLI binding avidities of viruses to 3-SLN or 6-SLN analogues. +++, Very strong binding, (↑) increased binding compared with prototype; ++, strong binding; +, detectable binding; (↓), weaker binding compared with prototype; –,l no detectable binding.
Most viruses were recognised at titres within 2-fold of the homologous titre (2560) for antiserum raised against Vic361e, indicating antigenic similarity. However, 7 of the 19 test viruses were recognised at 4-fold reductions in titre (HI titres of 640) compared with the homologous titre of the antiserum, which is classed as being antigenically distinguishable from the homologous virus, but not enough to be defined as antigenically distinct. These viruses included Vic361c and RG viruses with AA substitutions at HA positions 156 and 219, RG/Vic361e R156Q, R156Q+S219Y, RG/Vic361c H156Q, S219Y, S219F, H156Q+S219Y. Thus reduced recognition by the antiserum raised against Vic361e can be associated withAA substitution at positions 156 and 219.
Seven out of 19 viruses tested with antiserum raised against cell culture-propagated Vic361c gave HI titres that were significantly reduced (160) compared to the homologous titre (640), and CVV NIB-79 was found to be poorly recognised by this antiserum at an 8-fold reduction in HI titre (80) indicating it was antigenically distinct from Vic361c. NIB-79 contains a D190E substitution, also shared with RG/Vic361e D190E, but not present in any of the other viruses tested. RG/Vic361e D190E showed reduced recognition by the antiserum (4-fold reduced over the homologous titre) indicating that it may be responsible for the change in antigenicity.
Antiserum raised against NIB-79 had a high homologous titre (1280) and CVV IVR-165 and cell culture-propagated Vic361c were poorly recognised (160). Moreover, egg-propagated RG virus RG/Vic361e R156Q+S219Y and cell culture-propagated RG viruses RG/Vic361c H156Q, S219F, S219Y, and H156Q+S219Y have significantly lower HI titres of 320 when tested against NIB-79 antiserum. Antisera raised against either IVR-165 or X-217 recognised NIB-79 and RG/Vic361e D190E at titres of 320, 4-fold reduced compared to the homologous titre.
RG/Vic361e I226N reacted well (HI titre 1280) with antiserum raised against Vic361e (homologous titre 2560), indicating that the CVV X-223 is antigenically similar to the Tex50 virus (Table S1) from which it was derived. Similarly, the I226N substitution has previously been reported to improve virus replication in eggs of a cold-adapted H3N2 IAV A/Brisbane/10/07 without affecting virus antigenicity (Chen et al., 2010). It is worth noting that the effect of the I226N substitution has the potential to differ between RG/Vic361e HA and X-223 HA, as a single substitution in one virus background will not necessarily confer the same effect when introduced into another background, even if the differences between the two backgrounds are minimal.
The emergence of H3N2 antigenic variants necessitated a new vaccine component to replace Tex50e for the 2015–2016 season unlike the change in recommendation from the Vic361 CVV IVR-165, to Tex50e and the CVV X-223, which was due to egg-adaptations as a result of CVV propagation (Barr et al., 2014).
It is noteworthy that our data (summarised in Tables 2 and 3, Figs 1 and 2) demonstrate that AA substitutions at position 156 create viruses that are less antigenically similar to the prototype with marked alterations in receptor-binding avidity and specificity. This includes the egg-propagated viruses RG/Vic361e R156Q, R156Q+S219Y, and cell-propagated viruses RG/Vic361c H156Q, and H156Q+S219Y which were all engineered to be partial analogues of CVVs IVR-165 and X-217. Reduced vaccine efficacy has previously been described for viruses with substitutions at HA1 position 156 (Kodihalli et al., 1995). Although RG/Vic361e D190E and CVV NIB-79 reacted poorly in HI assays, there were no dramatic alterations in binding profile using BLI or RBC agglutination. From this we can deduce that the D190E substitution mainly affects antigenicity with only little effect on receptor-binding. In contrast, viruses carrying substitutions at HA1 position 186, notably RG/Vic361e V186G and RG/Vic361c G186V, showed significant alterations in BLI receptor-analogue and RBC binding with no major changes in antigenic properties. G186V is one of the most commonly identified egg-adaptations in H3N2 viruses and our data complement other studies that have also demonstrated that G186V substitution does not affect virus antigenicity. For example, this has been reported previously for H3N2 IAV circulating during the 2003–2004 season whereby introduction of HA1 substitution G186V improved virus replication in eggs but showed no altered antigenic properties (Lu et al., 2005, 2006) and G186V in combination with N246K has been shown to significantly enhance virus propagation in eggs without changing virus antigenicity or immunogenicity of zoonotic H3N2 variant IAV CVV A/Indiana/08/2011 (Barman et al., 2015). Furthermore, G186V in combination with L194P demonstrated increased immunogenicity in ferrets and higher homologous HI titres with H3N2 viruses from 2005 and 2007 (Chen et al., 2010). The effects of substitutions at residue 219 are perplexing: cell-propagated viruses RG/Vic361c S219F and S219Y reacted less well in HI assays with 4-fold decreases in titre; however, egg-propagated viruses with the same substitutions, RG/Vic361e S219F and S219Y reacted well, and it is noteworthy that RG/Vic361e S219Y had an increased binding avidity for 3-SLN. It is possible that the AA substitutions at these two positions (186 and 219) act synergistically to alter virus antigenicity. The cell-propagated viruses, RG/Vic361c S219F and S219Y, reacted less well in HI assays and carried 186G while the egg-propagated-viruses, RG/Vic361e S219F and S219Y, reacted well in HI assays and carried 186V.
Due to the overlapping nature of the antibody and receptor-binding regions of the HA molecule, studies such as these are required to indicate which substitutions mainly affect antigenicity (D190E) or receptor-binding properties (V186G and G186V) or both, as seen in viruses with HA1 position 156 substitutions.
Conclusion
The HA of H3N2 IAV has evolved continuously over the last 47 years resulting in changes in receptor-binding preference and avidity, and antigenic properties. Despite this, H3N2 viruses show no decrease in their ability to circulate within the human population (Appiah et al., 2015; Broberg et al., 2015; Gulati et al., 2013).
SA receptor-binding properties of H3N2 IAV have been studied extensively using a variety of techniques which our data complement. However, BLI technology can quantify the effects of individual AAs on influenza receptor-binding. Here this quantitative assay has been used alongside HI assays to provide correlative data on receptor-binding and antigenicity of influenza CVVs recently recommended for inclusion in seasonal influenza vaccines.
Alterations in binding avidity affect the quantity of virus that gives a standardised number of HA units and therefore can influence the amount of antibody required for neutralisation in the HI assays. These data are used by the WHO to develop recommendations on the composition of influenza vaccines. Currently there is not enough clear information available as to how antigenic and non-antigenic factors (e.g. receptor-binding avidity) contribute to HI titres, as discussed in (Ndifon, 2011). As it is clear that one property can affect the other it is important to collect data about both antigenicity and receptor-binding of IAV during surveillance to better inform selection of variants for consideration as vaccine candidates.
The 2014–2015 influenza season was more severe than the previous season, with H3N2 viruses circulating as the dominant subtype (Appiah et al., 2015; Broberg et al., 2015). The UK Office of National Statistics has estimated that 43, 900 excess winter deaths occurred in England and Wales in the winter of 2014–15, the highest number since 1999-00, with respiratory diseases being the underlying cause of death in more than a third of all excess winter deaths (Office for National Statistics, 2015). Clearly, the importance of global influenza surveillance remains high. Information on the effect of individual and combinations of AAs present at defined positions in HA should be used discerningly when choosing future potential vaccine viruses, and is likely to be of great importance during selection of sequences for use in influenza vaccines that may be generated using new technologies such as gene synthesis (Dormitzer, 2015).
Methods
Cells.
MDCK-SIAT1 cells engineered to over-express α2,6-sialyltransferase (Matrosovich et al., 2003) were provided by M. Matrosovich (Marburg, Germany) and maintained in DMEM (Cat.No.D6429, Sigma) supplemented with 10 % heat-inactivated foetal calf serum, 100 µg mL-1 penicillin-streptomycin (Cat.No.P4333, Sigma) and 1 mg mL−1 G418 Sulphate (Cat.No.11811–031, Life Technologies) at 37 °C, 5 % CO2.
Viruses.
Details of viruses used (A/Victoria/361/2011 (Vic361), A/Texas/50/2012 (Tex50), A/Switzerland/9715293/2013 (Switz13), and CVVs IVR-165, NIB-79, X-217, X-223, X-247, and NIB-88) are listed in Table S2.
Reverse genetics viruses.
An eight-plasmid reverse genetics rescue system (Hoffmann et al., 2000) was used to generate a panel of mutants carrying HA AA substitutions found in CVV, egg-, and cell culture-propagated H3N2 viruses (Table 4). HA and NA genes of cell and egg-propagated Vic361 were amplified using specific PCR primers (sequences available upon request) and cloned into vector pHW2000. Mutagenesis and transfection of 293T cells was performed as previously described (Lin et al., 2012). MDCK-SIAT1 cells or the allantoic cavity of hens’ eggs were inoculated directly with supernatant from transfected 293T cells for RG virus recovery.
Table 4. Panel of cell culture-propagated or egg-propagated influenza A (H3N2) viruses created by reverse genetics.
Background virus details | Reverse genetics HA mutant |
---|---|
A/Victoria/361/2011(E) HA+NA |
R156Q |
R156H | |
V186G | |
D190E | |
S219Y | |
S219F | |
I226N | |
R156Q + S219Y | |
A/Victoria/361/2011(C) HA+NA |
H156R |
H156Q | |
G186V | |
S219Y | |
S219F | |
H156Q + S219Y | |
H156R + S219Y |
Virus propagation and quantification.
Cell culture-propagated viruses were cultivated in MDCK-SIAT1 cells (Lin et al., 2012) and egg-adapted viruses were propagated in the allantoic cavity of 10 to 11 day old embryonated hens’ eggs (Benton et al., 2015) as previously described. Virus HA and NA sequences were confirmed by Sanger sequencing after each passage and before assays were carried out. Virus concentration was determined by solid-phase ELISA using a mouse monoclonal anti-nucleoprotein antibody (Lin et al., 2012).
Haemagglutination and haemagglutination inhibition assays.
Haemagglutination assays were performed with suspensions of 1 % (v/v) guinea pig (B&K Universal, Hull, UK), 1 % horse, 0.5 % chicken (both TCS Biosciences, Buckingham, UK), or 0.5 % turkey (Centre for Infections, Public Health England, London, UK) red blood cells (RBC). HI assays were performed using WHO recommended methods (WHO, 2011) in the presence of 20 nM oseltamivir carboxylate with 1 % (v/v) guinea pig RBC. CVV, prototype, and RG viruses were tested against a panel of post-infection ferret antisera obtained from stocks held by the Crick Worldwide Influenza Centre, The Francis Crick Institute, Mill Hill Laboratory. Assays were performed in the presence of 20 nM oseltamivir carboxylate (Roche, UK) to circumvent potential agglutination by the virus neuraminidase (Lin et al., 2010).
Receptor-binding assays using biolayer interferometry.
Virus binding to polyacrylamide-linked, 20 % (w/w) carbohydrate, polyvalent receptor-analogues, α2,3-sialyl lactosamine (3-SLN) or α2,6-sialyl lactosamine (6-SLN) (Lectinity Holdings, Russia), was measured using BLI assays on an Octet® RED platform (ForteBio, Pall Corp., a division of Pall Life Sciences, USA) as previously described (Lin et al., 2012). Equilibrium measurements of virus binding were plotted as a function of amount of sugar immobilised on the biosensor calculated from the response amplitude during the sugar-loading step.
Acknowledgements
We would like to thank members of the Crick Worldwide Influenza Centre, The Francis Crick Institute, Mill Hill laboratory, UK (formerly known as National Institute for Medical Research WHO Collaborating Centre for Reference and Research on Influenza) for providing reagents and assistance throughout these studies. We thank Dr. Doris Bucher, New York Medical College, NY, USA for X-217, X-223, and X-247; Mr. Bob Newman, NIBSC, UK, for NIB-79 and NIB-88, and Dr. Ian Barr, VIDRL, Peter Doherty Institute, Melbourne Australia, for IVR-165. This work was supported by the Francis Crick Institute which receives its core funding from Cancer Research UK, the UK Medical Research Council, and the Wellcome Trust. In addition, this research was supported by the Medical Research Council project numbers U117585868, U117512723, and U117570592, and the Wellcome Trust biomedical resource grant WT099197MA.
Supplementary Data
References
- Aich U., Beckley N., Shriver Z., Raman R., Viswanathan K., Hobbie S., Sasisekharan R. (2011). Glycomics-based analysis of chicken red blood cells provides insight into the selectivity of the viral agglutination assay. FEBS J 278 1699–1712. 10.1111/j.1742-4658.2011.08096.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Air G. M. (2014). Influenza virus-glycan interactions. Curr Opin Virol 7 128–133. 10.1016/j.coviro.2014.06.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Appiah G. D., Blanton L., D'Mello T., Kniss K., Smith S., Mustaquim D., Steffens C., Dhara R., Cohen J., et al. (2015). Influenza activity - United States, 2014-15 season and composition of the 2015-16 influenza vaccine. Mor Mortal Week Rep 64 583–590. [PMC free article] [PubMed] [Google Scholar]
- Barman S., Franks J., Turner J. C., Yoon S. W., Webster R. G., Webby R. J. (2015). Egg-adaptive mutations in H3N2v vaccine virus enhance egg-based production without loss of antigenicity or immunogenicity. Vaccine 33 3186–3192. 10.1016/j.vaccine.2015.05.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barr I. G., Russell C., Besselaar T. G., Cox N. J., Daniels R. S., Donis R., Engelhardt O. G., Grohmann G., Itamura S., et al. (2014). WHO recommendations for the viruses used in the 2013-2014 Northern Hemisphere influenza vaccine: Epidemiology, antigenic and genetic characteristics of influenza A(H1N1)pdm09, A(H3N2) and B influenza viruses collected from October 2012 to January 2013. Vaccine 32 4713–4725. 10.1016/j.vaccine.2014.02.014 [DOI] [PubMed] [Google Scholar]
- Barrett P. N., Portsmouth D., Ehrlich H. J. (2013). Vero cell culture-derived pandemic influenza vaccines: preclinical and clinical development. Expert Rev Vaccines 12 395–413. 10.1586/erv.13.21 [DOI] [PubMed] [Google Scholar]
- Benton D. J., Martin S. R., Wharton S. A., McCauley J. W. (2015). Biophysical measurement of the balance of influenza a hemagglutinin and neuraminidase activities. J Biol Chem 290 6516–6521. 10.1074/jbc.M114.622308 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Blackburne B. P., Hay A. J., Goldstein R. A. (2008). Changing selective pressure during antigenic changes in human influenza H3. PLoS Pathog 4 e1000058. 10.1371/journal.ppat.1000058 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Broberg E., Snacken R., Adlhoch C., Beauté J., Galinska M., Pereyaslov D., Brown C., Penttinen P., WHO European Region and the European Influenza Surveillance Network (2015). Start of the 2014/15 influenza season in Europe: drifted influenza A(H3N2) viruses circulate as dominant subtype. Euro Surveill 20. 10.2807/1560-7917.ES2015.20.4.21023 [DOI] [PubMed] [Google Scholar]
- Chambers B. S., Li Y., Hodinka R. L., Hensley S. E. (2014). Recent H3N2 influenza virus clinical isolates rapidly acquire hemagglutinin or neuraminidase mutations when propagated for antigenic analyses. J Virol 88 10986–10989. 10.1128/JVI.01077-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen Z., Zhou H., Jin H. (2010). The impact of key amino acid substitutions in the hemagglutinin of influenza A (H3N2) viruses on vaccine production and antibody response. Vaccine 28 4079–4085. 10.1016/j.vaccine.2010.03.078 [DOI] [PubMed] [Google Scholar]
- Cherry J. L., Lipman D. J., Nikolskaya A., Wolf Y. I. (2009). Evolutionary dynamics of N-glycosylation sites of influenza virus hemagglutinin. PLoS Curr 1 RRN1001. 10.1371/currents.RRN1001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Daniels R. S., Douglas A. R., Skehel J. J., Wiley D. C. (1983). Analyses of the antigenicity of influenza haemagglutinin at the pH optimum for virus-mediated membrane fusion. J General Virol 64 1657–1662. 10.1099/0022-1317-64-8-1657 [DOI] [PubMed] [Google Scholar]
- Daniels R. S., Douglas A. R., Skehel J. J., Wiley D. C., Naeve C. W., Webster R. G., Rogers G. N., Paulson J. C. (1984). Antigenic analyses of influenza virus haemagglutinins with different receptor-binding specificities. Virol 138 174–177. 10.1016/0042-6822(84)90158-2 [DOI] [PubMed] [Google Scholar]
- Donis R. O., Davis C. T., Foust A., Hossain M. J., Johnson A., Klimov A., Loughlin R., Xu X., Tsai T., et al. (2014). Performance characteristics of qualified cell lines for isolation and propagation of influenza viruses for vaccine manufacturing. Vaccine 32 6583–6590. 10.1016/j.vaccine.2014.06.045 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dormitzer P. R. (2015). Rapid production of synthetic influenza vaccines. Cur Topics Microbiol Immun 386 237–273. [DOI] [PubMed] [Google Scholar]
- Dormitzer P. R., Suphaphiphat P., Gibson D. G., Wentworth D. E., Stockwell T. B., Algire M. A., Alperovich N., Barro M., Brown D. M., et al. (2013). Synthetic generation of influenza vaccine viruses for rapid response to pandemics. Sci Trans Med 5 185ra168. 10.1126/scitranslmed.3006368 [DOI] [PubMed] [Google Scholar]
- Doroshenko A., Halperin S. A. (2009). Trivalent MDCK cell culture-derived influenza vaccine Optaflu (Novartis Vaccines). Expert Rev Vaccines 8 679–688. 10.1586/erv.09.31 [DOI] [PubMed] [Google Scholar]
- Flannery B., Thaker S. N., Clippard J., Monto A. S., Ohmit S. E., Zimmerman R. K., Nowalk M. P., Gaglani M., Jackson M. L., et al. (2013). Interim adjusted estimates of seasonal influenza vaccine effectiveness - United States. MMWR Morbidity and Mortality Weekly Report, 119–123. [Google Scholar]
- Gambaryan A. S., Robertson J. S., Matrosovich M. N. (1999). Effects of egg-adaptation on the receptor-binding properties of human influenza A and B viruses. Virol 258 232–239. 10.1006/viro.1999.9732 [DOI] [PubMed] [Google Scholar]
- Glaser L., Stevens J., Zamarin D., Wilson I. A., García-Sastre A., Tumpey T. M., Basler C. F., Taubenberger J. K., Palese P. (2005). A single amino acid substitution in 1918 influenza virus hemagglutinin changes receptor binding specificity. J Virol 79 11533–11536. 10.1128/JVI.79.17.11533-11536.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gulati S., Smith D. F., Cummings R. D., Couch R. B., Griesemer S. B., St George K., Webster R. G., Air G. M. (2013). Human H3N2 influenza viruses isolated from 1968 to 2012 show varying preference for receptor substructures with no apparent consequences for disease or spread. PLoS One 8 e66325. 10.1371/journal.pone.0066325 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hensley S. E., Das S. R., Bailey A. L., Schmidt L. M., Hickman H. D., Jayaraman A., Viswanathan K., Raman R., Sasisekharan R., et al. (2009). Hemagglutinin receptor binding avidity drives influenza A virus antigenic drift. Science 326 734–736. 10.1126/science.1178258 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hoffmann E., Neumann G., Kawaoka Y., Hobom G., Webster R. G. (editors) (2000). A DNA transfection system for generation of influenza A virus from eight plasmids. Proc the Nat Academy Sci 97 6108–6113. 10.1073/pnas.100133697 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ito T., Suzuki Y., Mitnaul L., Vines A., Kida H., Kawaoka Y. (1997). Receptor specificity of influenza A viruses correlates with the agglutination of erythrocytes from different animal species. Virol 227 493–499. 10.1006/viro.1996.8323 [DOI] [PubMed] [Google Scholar]
- Katz J. M., Webster R. G. (1992). Amino acid sequence identity between the HA1 of influenza A (H3N2) viruses grown in mammalian and primary chick kidney cells. J Gen Virol 73 Pt 5 1159–1165. 10.1099/0022-1317-73-5-1159 [DOI] [PubMed] [Google Scholar]
- Katz J. M., Wang M., Webster R. G. (1990). Direct sequencing of the HA gene of influenza (H3N2) virus in original clinical samples reveals sequence identity with mammalian cell-grown virus. J Virol 64 1808–1811. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kobayashi Y., Suzuki Y. (2012). Evidence for N-glycan shielding of antigenic sites during evolution of human influenza A virus hemagglutinin. J Virol 86 3446–3451. 10.1128/JVI.06147-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kodihalli S., Justewicz D. M., Gubareva L. V., Webster R. G. (1995). Selection of a single amino acid substitution in the hemagglutinin molecule by chicken eggs can render influenza A virus (H3) candidate vaccine ineffective. J Virol 69 4888–4897. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Koel, Burke D. F., Bestebroer T. M., van der Vliet S., Zondag G. C., Vervaet G., Skepner E., Lewis N. S., Spronken M. I., et al. (2013). Substitutions near the receptor binding site determine major antigenic change during influenza virus evolution. Science 342 976–979. 10.1126/science.1244730 [DOI] [PubMed] [Google Scholar]
- Lin Y. P., Gregory V., Collins P., Kloess J., Wharton S., Cattle N., Lackenby A., Daniels R., Hay A. (2010). Neuraminidase receptor binding variants of human influenza A(H3N2) viruses resulting from substitution of aspartic acid 151 in the catalytic site: a role in virus attachment? J Virol 84 6769–6781. 10.1128/JVI.00458-10 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lin Y. P., Xiong X., Wharton S. A., Martin S. R., Coombs P. J., Vachieri S. G., Christodoulou E., Walker P. A., Liu J., et al. (2012). Evolution of the receptor binding properties of the influenza A(H3N2) hemagglutinin. Proc Natl Acad Sci U S A 109 21474–21479. 10.1073/pnas.1218841110 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Long J., Bushnell R. V., Tobin J. K., Pan K., Deem M. W., Nara P. L., Tobin G. J. (2011). Evolution of H3N2 influenza virus in a guinea pig model. PLoS One 6 e20130. 10.1371/journal.pone.0020130 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu B., Zhou H., Chan W., Kemble G., Jin H. (2006). Single amino acid substitutions in the hemagglutinin of influenza A/Singapore/21/04 (H3N2) increase virus growth in embryonated chicken eggs. Vaccine 24 6691–6693. 10.1016/j.vaccine.2006.05.062 [DOI] [PubMed] [Google Scholar]
- Lu B., Zhou H., Ye D., Kemble G., Jin H. (2005). Improvement of influenza a/fujian/411/02 (H3N2) virus growth in embryonated chicken eggs by balancing the hemagglutinin and neuraminidase activities, using reverse genetics. J Virol 79 6763–6771. 10.1128/JVI.79.11.6763-6771.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matrosovich M., Matrosovich T., Carr J., Roberts N. A., Klenk H. D. (2003). Overexpression of the alpha-2,6-sialyltransferase in MDCK cells increases influenza virus sensitivity to neuraminidase inhibitors. J Virol 77 8418–8425. 10.1128/JVI.77.15.8418-8425.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matrosovich M., Tuzikov A., Bovin N., Gambaryan A., Klimov A., Castrucci M. R., Donatelli I., Kawaoka Y. (2000). Early alterations of the receptor-binding properties of H1, H2, and H3 avian influenza virus hemagglutinins after their introduction into mammals. J Virol 74 8502–8512. 10.1128/JVI.74.18.8502-8512.2000 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Medeiros R., Escriou N., Naffakh N., Manuguerra J. -C., van der Werf S. (2001). Hemagglutinin residues of recent human A(H3N2) influenza viruses that contribute to the inability to agglutinate chicken erythrocytes. Virol 289 74–85. 10.1006/viro.2001.1121 [DOI] [PubMed] [Google Scholar]
- Meyer W. J., Wood J. M., Major D., Robertson J. S., Webster R. G., Katz J. M. (1993). Influence of host cell-mediated variation on the international surveillance of influenza A (H3N2) viruses. J Virol 196 130–137. 10.1006/viro.1993.1461 [DOI] [PubMed] [Google Scholar]
- Naeve C. W., Hinshaw V. S., Webster R. G. (1984). Mutations in the hemagglutinin receptor-binding site can change the biological properties of an influenza virus. J Virol 51 567–569. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ndifon W. (2011). New methods for analyzing serological data with applications to influenza surveillance. Influenza Other Res Virus 5 206–212. 10.1111/j.1750-2659.2010.00192.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nobusawa E., Ishihara H., Morishita T., Sato K., Nakajima K. (2000). Change in receptor-binding specificity of recent human influenza A viruses (H3N2): a single amino acid change in hemagglutinin altered its recognition of sialyloligosaccharides. Virol 278 587–596. 10.1006/viro.2000.0679 [DOI] [PubMed] [Google Scholar]
- Office for National Statistics (2015). Statistical Bulletin: Excess Winter Mortality in England and Wales, 2014/15 (Provisional) and 2013/14 (Final) 25/11/2015. The National Archives. [Google Scholar]
- Oh D. Y., Barr I. G., Mosse J. A., Laurie K. L. (2008). MDCK-SIAT1 cells show improved isolation rates for recent human influenza viruses compared to conventional MDCK cells. J Clin Microbiol 46 2189–2194. 10.1128/JCM.00398-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pan K., Long J., Sun H., Tobin G. J., Nara P. L., Deem M. W. (2011). Selective pressure to increase charge in immunodominant epitopes of the H3 hemagglutinin influenza protein. J Mol Evol 72 90–103. 10.1007/s00239-010-9405-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Perdue M. L., Arnold F., Li S., Donabedian A., Cioce V., Warf T., Huebner R. (2011). The future of cell culture-based influenza vaccine production. Exp Rev Vaccines 10 1183–1194. 10.1586/erv.11.82 [DOI] [PubMed] [Google Scholar]
- Robertson J. S., Bootman J. S., Newman R., Oxford J. S., Daniels R. S., Webster R. G., Schild G. C. (1987). Structural changes in the haemagglutinin which accompany egg adaptation of an influenza A(H1N1) virus. Virol 160 31–37. 10.1016/0042-6822(87)90040-7 [DOI] [PubMed] [Google Scholar]
- Robertson J. S., Naeve C. W., Webster R. G., Bootman J. S., Newman R., Schild G. C. (1985). Alterations in the hemagglutinin associated with adaptation of influenza B virus to growth in eggs. Virology 143 166–174. 10.1016/0042-6822(85)90105-9 [DOI] [PubMed] [Google Scholar]
- Rocha E. P., Xu X., Hall H. E., Allen J. R., Regnery H. L., Cox N. J. (1993). Comparison of 10 influenza A (H1N1 and H3N2) haemagglutinin sequences obtained directly from clinical specimens to those of MDCK cell- and egg-grown viruses. J Gen Virol 74 2513–2518. 10.1099/0022-1317-74-11-2513 [DOI] [PubMed] [Google Scholar]
- Rogers G. N., Paulson J. C., Daniels R. S., Skehel J. J., Wilson I. A., Wiley D. C. (1983). Single amino acid substitutions in influenza haemagglutinin change receptor binding specificity. Nature 304 76–78. 10.1038/304076a0 [DOI] [PubMed] [Google Scholar]
- Schild G. C., Oxford J. S., de Jong J. C., Webster R. G. (1983). Evidence for host-cell selection of influenza virus antigenic variants. Nature 303 706–709. 10.1038/303706a0 [DOI] [PubMed] [Google Scholar]
- Skehel J. J., Wiley D. C. (2000). Receptor binding and membrane fusion in virus entry: the influenza hemagglutinin. Annu Rev Biochem 69 531–569. 10.1146/annurev.biochem.69.1.531 [DOI] [PubMed] [Google Scholar]
- Skehel J. J., Stevens D. J., Daniels R. S., Douglas A. R., Knossow M., Wilson I. A., Wiley D. C. (1984). A carbohydrate side chain on hemagglutinins of Hong Kong influenza viruses inhibits recognition by a monoclonal antibody. Proc Natl Acad Sci U S A 81 1779–1783. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Skowronski D. M., Janjua N. Z., De Serres G., Dickinson J. A., Winter A. L., Mahmud S. M., Sabaiduc S., Gubbay J. B., Charest H., et al. (2013). Interim estimates of influenza vaccine effectiveness in 2012/13 from Canada's sentinel surveillance network, January 2013. Euro Sur 18. [DOI] [PubMed] [Google Scholar]
- Skowronski D. M., Janjua N. Z., De Serres G., Sabaiduc S., Eshaghi A., Dickinson J. A., Fonseca K., Winter A. L., Gubbay J. B., et al. (2014). Low 2012-13 influenza vaccine effectiveness associated with mutation in the egg-adapted H3N2 vaccine strain not antigenic drift in circulating viruses. PLoS One 9 e92153. 10.1371/journal.pone.0092153 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stevens J., Blixt O., Glaser L., Taubenberger J. K., Palese P., Paulson J. C., Wilson I. A. (2006). Glycan microarray analysis of the hemagglutinins from modern and pandemic influenza viruses reveals different receptor specificities. J Mol Biol 355 1143–1155. 10.1016/j.jmb.2005.11.002 [DOI] [PubMed] [Google Scholar]
- Thompson C. I., Barclay W. S., Zambon M. C. (2004). Changes in in vitro susceptibility of influenza A H3N2 viruses to a neuraminidase inhibitor drug during evolution in the human host. J Antimicrobial Chemother 53 759–765. 10.1093/jac/dkh155 [DOI] [PubMed] [Google Scholar]
- Valenciano M., Kissling E. (2013). Early estimates of seasonal influenza vaccine effectiveness in Europe: results from the I-MOVE multicentre case-control study, 2012/13. Euro Commu Dis Bull 18 3. [PubMed] [Google Scholar]
- Wan H., Perez D. R. (2007). Amino acid 226 in the hemagglutinin of H9N2 influenza viruses determines cell tropism and replication in human airway epithelial cells. J Virol 81 5181–5191. 10.1128/JVI.02827-06 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang M., Katz J. M., Webster R. G. (1989). Extensive heterogeneity in the hemagglutinin of egg-grown influenza viruses from different patients. Virol 171 275–279. 10.1016/0042-6822(89)90538-2 [DOI] [PubMed] [Google Scholar]
- Webster R. G., Laver W. G. (1980). Determination of the number of nonoverlapping antigenic areas on hong kong (H3N2) influenza virus hemagglutinin with monoclonal antibodies and the selection of variants with potential epidemiological significance. Virol 104 139–148. 10.1016/0042-6822(80)90372-4 [DOI] [PubMed] [Google Scholar]
- WHO (2011). Identification of the haemagglutinin subtype of viral isolates by haemagglutination inhibition testing. Manual for the Laboratory Diagnosis and Virological Surveillance of Influenza, 43–58. WHO Press. [Google Scholar]
- WHO (2014). Recommended composition of influenza virus vaccines for use in the 2015 southern hemisphere influenza season. Wkly Epidemiol Rec 89 441–456. [PubMed] [Google Scholar]
- WHO (2015). Recommended composition of influenza virus vaccines for use in the 2015–2016 northern hemisphere influenza season. Wkly Epidemiol Rec 90 97–108. [PubMed] [Google Scholar]
- Widjaja L., Ilyushina N., Webster R. G., Webby R. J. (2006). Molecular changes associated with adaptation of human influenza A virus in embryonated chicken eggs. Virol 350 137–145. 10.1016/j.virol.2006.02.020 [DOI] [PubMed] [Google Scholar]
- Wiley D. C., Wilson I. A., Skehel J. J. (1981). Structural identification of the antibody-binding sites of hong kong influenza haemagglutinin and their involvement in antigenic variation. Nature 289 373–378. 10.1038/289373a0 [DOI] [PubMed] [Google Scholar]
- Yang H., Carney P. J., Chang J. C., Guo Z., Villanueva J. M., Stevens J. (2015). Structure and receptor binding preferences of recombinant human A(H3N2) virus hemagglutinins. Virol 477C 18–31. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.