Human influenza virus isolates generally grow poorly in embryonated chicken eggs. Hence, gene reassortment of influenza A wild type (wt) viruses is performed with a highly egg adapted donor virus, A/Puerto Rico/8/1934 (PR8), to provide the high yield reassortant (HYR) viral ‘seeds’ for vaccine production. HYR must contain the hemagglutinin (HA) and neuraminidase (NA) genes of wt virus and one to six ‘internal’ genes from PR8. Most studies of influenza wt and HYRs have focused on the HA gene. The main objective of this study is the identification of the molecular signature in all eight gene segments of influenza A HYR candidate vaccine seeds associated with high growth in ovo.
The genomes of 14 wt parental viruses, 23 HYRs (5 H1N1; 2, 1976 H1N1-SOIV; 2, 2009 H1N1pdm; 2 H2N2 and 12 H3N2) and PR8 were sequenced using the high-throughput sequencing pipeline with big dye terminator chemistry.
Silent and coding mutations were found in all internal genes derived from PR8 with the exception of the M gene. The M gene derived from PR8 was invariant in all 23 HYRs underlining the critical role of PR8 M in high yield phenotype. None of the wt virus derived internal genes had any silent change(s) except the PB1 gene in X-157. The highest number of recurrent silent and coding mutations was found in NS. With respect to the surface antigens, the majority of HYRs had coding mutations in HA; only 2 HYRs had coding mutations in NA.
In the era of application of reverse genetics to alter influenza A virus genomes, the mutations identified in the HYR gene segments associated with high growth in ovo may be of great practical benefit to modify PR8 and/or wt virus gene sequences for improved growth of vaccine ‘seed’ viruses.
Citation: Ramanunninair M, Le J, Onodera S, Fulvini AA, Pokorny BA, et al. (2013) Molecular Signature of High Yield (Growth) Influenza A Virus Reassortants Prepared as Candidate Vaccine Seeds. PLoS ONE 8(6): e65955. doi:10.1371/journal.pone.0065955
Editor: Todd Davis, Centers for Disease Control and Prevention, United States of America
Received: August 23, 2012; Accepted: May 1, 2013; Published: June 11, 2013
Copyright: © 2013 Ramanunninair et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: Research support for preparation of the NYMC reassortants was provided by the International Federation of Pharmaceutical Manufacturers & Associations (IFPMA)–Influenza Vaccine Supply Task Force. This project has been funded in part with federal funds from the National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services under contract number HHSN272200900007C. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Influenza A viruses (IAV) are single stranded, negative sense RNA viruses belonging to the family Orthomyxoviridae . IAV have genomes comprised of eight segments which encode thirteen proteins –. IAV causes both seasonal epidemics and infrequently pandemics as occurred in 1918, 1957, 1968, 1977 and 2009. IAV undergo antigenic drift in the HA and to a lesser extent in the NA genes as a consequence of the high mutation rates introduced into the genome by the viral polymerase complex during replication , . As a result, frequent updates of the influenza vaccine composition are necessary to ensure that the antigenic properties are as closely matched as possible to the most prevalent antigenic variants circulating in the population , .
Vaccination is the primary method of influenza prevention and control , . The first inactivated influenza virus vaccine was produced in the 1940s using wild type (wt) virus . Since wt viruses generally grow to low titer in embryonated chicken eggs and efficient vaccine production depends on a virus ‘seed’ with the ability to grow to high titer, high yield reassortants (HYRs) were developed for type A influenza vaccine production . To date the majority of IAV used for preparation of inactivated vaccines have been HYRs , .
Currently there are two techniques to generate HYRs or HGRs (High Growth Reassortants); the ‘classical’ reassortment method and the reverse genetics approach. In the classical method, HYRs are generated by co-inoculation of two viruses in ovo, namely a wt virus and a hy donor virus (A/Puerto Rico/8/1934 (PR8) or an H3N2 HYR with six PR8 genes encoding the ‘internal’ proteins). HYRs must contain genes for the two surface glycoproteins, HA and NA, of the wt virus and one or more of the ‘internal’ genes from PR8 or its derivatives. The classical reassortment method is based on the selection of HYRs from a potential pool of 254 reassortants (256 total progeny minus 2 parents) via negative selection using antibodies and/or antisera against the hy donor HA and NA; thus reducing the pool to 64 candidates , . Positive selection occurs naturally in the egg host with the highest growing reassortant best adapted to growth in ovo, out-replicating lower growing reassortants. HYR candidates are then cloned by limiting dilution , , . In the reverse genetics approach, a reassortant virus with a predefined gene constellation (donor:wt) is generated in mammalian cells using a plasmid system with no negative selection process involved –. The reverse genetics reassortants are generated to have a fixed gene constellation, generally 6:2 [six internal genes derived from PR8 and the genes for the two surface glycoproteins, HA (either native or modified) and NA from the wt virus] .
Most genetic characterization studies of influenza wt and reassortant viruses have focused on the importance of HA coding changes –. Previous studies involving one or two HYRs have shown that HYRs deriving one or more of the PR8 internal genes grow better in eggs than the original low yielding wt virus –. However, large scale sequence analysis of IAV HYRs belonging to different subtypes has not been performed to study the egg adaptive changes occurring in the internal genes derived from PR8. As far as we know, this is the first large scale sequence analysis of HYR candidate virus seeds used in seasonal and pandemic vaccine production over decades.
Our laboratory at New York Medical College (NYMC) specializes in producing HYR seed viruses for both seasonal and pandemic influenza vaccines by the classical reassortment method. Earlier, we reported the gene constellation analysis of a panel of HYRs prepared as candidate vaccine viruses and demonstrated that the gene ratio and gene constellation yielding a reassortant with hy phenotype is dependent on the individual wt virus and its interaction with the hy donor virus . Also, the hy property of the reassortants generally relies on the selection of pre-existing variants with mutations favorable for improved growth in ovo occurring in the genes for the surface glycoproteins and/or the internal (non HA and non NA) proteins . Hence, to identify the mutations associated with hy characteristics in ovo, the complete genomes of a total of 23 HYRs prepared as candidate vaccine seeds between 1957 and 2009, from 14 different wt viruses belonging to H1N1, 1976 H1N1-SOIV, 2009 H1N1pdm, H2N2 and H3N2 subtypes were sequenced and analyzed. The mutations observed in this analysis will be of considerable interest to influenza vaccine researchers and can be applied to modification of the sequences of the wt virus and/or the hy donor virus, PR8, during the development of influenza A vaccine candidate viruses with improved growth properties in ovo.
Materials and Methods
HYRs, hy Donor, and wt Parent Viruses
HYRs designated with an X, for example, X-31b were developed by E.D. Kilbourne and his associates; HYRs designated as NYMC X- (for example, NYMC X-163, are from the laboratory of D. Bucher (Table 1). The reassortants developed at NYMC in the Bucher laboratory are called High Yield Reassortants (HYR) continuing the original designation from E.D. Kilbourne who developed the classical reassortment method . In the text all HYRs are mentioned as starting with X-.
Table 1. Influenza A virus HYRs analyzed in this study.doi:10.1371/journal.pone.0065955.t001
The hy donor virus PR8 (H1N1 subtype) was used to generate H3N2 HYRs. To develop the H1N1 HYRs, H3N2 hy reassortants were used to have a clear antigenic distinction between wt (H1N1) and donor surface glycoproteins (H3N2) to facilitate antibody selection during reassortment. Hy H3N2 donor viruses included X-31b (H3N2 HYR made between A/Aichi/2/1968xPR8 with 6 ‘internal’ genes from PR8 and the HA and NA from A/Aichi/2/1968) and NYMC X-157 (H3N2 HYR made between A/New York/55/2004xPR8 with HA and NA from A/New York/55/2004; X-157 was subsequently found to be a mixture of 6:2 and 5:3 viruses with PB1s derived from both parents). In the case of the 1976 swine influenza vaccine, PR8 was used to generate the 1976 H1N1-SOIV reassortants X-53 and X-53a.
The HYRs with more than one in the same series (for example, X-163 series, X-171 series etc) are derived from independent co-infection experiments performed in parallel using the same wt viruses. A total of 38 viruses including 23 HYRs, 14 wt viruses and the hy donor virus PR8 were sequenced and analyzed.
Viral RNA Isolation and RT-PCR Amplification of M Gene
The quality of the extracted RNA for sequencing purposes was checked by amplifying the M gene of all 38 samples by RT-PCR. Viral RNA was isolated from 280 µl of allantoic fluid using QIAmp® Viral RNA Mini Kit (Qiagen Inc., Valencia, CA) per the manufacturer’s recommendations. RNA preparations were stored at −20°C until further use. RT-PCR was carried out using Takara One Step RNA PCR Kit (Clontech, Mountain View, CA) according to the manufacturer’s recommendations. The RT-PCR reaction mixture and the thermal conditions used were as previously published . The reactions were performed on an Eppendorf Mastercycler®. The amplified RT-PCR products were visualized on a 2% agarose gel with ethidium bromide in Tris Acetate EDTA buffer.
Influenza A Virus HYR Genome Sequencing
The complete genome sequencing of the 38 RNA preparations was carried out at J. Craig Venter Institute (JCVI, Maryland, USA) under the NIAID Influenza Genome Sequencing Project (NIGSP). Whole-genome sequencing of isolates was performed using the high-throughput sequencing pipeline. The protocol was as follows. Briefly described, an M13 sequence tag was added to the 5′ end of each degenerate primer used for RT-PCR. Primers were designed to produce approximately 500-nucleotide (nt) overlapping amplicons and provide 2X coverage of each genomic segment. Each amplicon pair overlaps with its neighboring amplicon by approximately 100 nt. Additionally a second set of primers was designed to produce 500-nt amplicons offset by about 250 nt from the original primer pair, providing at least 4X sequence coverage of each segment. Primers were arranged in a 96-well plate format; all RT-PCRs for each sample were performed in one plate. Genomic RNA was amplified directly by RT-PCR and sequenced. Ninety-six RT-PCRs reactions were performed per RNA sample using a One-Step RT-PCR kit (Qiagen Inc., Valencia, CA). Sequencing reactions were performed using Big Dye Terminator chemistry (Applied Biosystems, Carlsbad, CA) with 2 µl of template cDNA. Each amplicon was sequenced from each end using M13 primers, and sequencing reactions were analyzed on a 3730 ABI sequencer (Applied Biosystems, Carlsbad, CA).
The sequences as determined for our laboratory PR8 internal gene sequences had nucleotides missing at both ends. Therefore, the PR8 gene sequences were compared with the PR8 sequences from Schickli et al , to obtain the numbering for the full length gene segments to permit alignment and analysis. H1 numbering is used for the changes in HYRs deriving the internal genes from PR8 . The numbering for changes in the HYR’s HA, NA and the internal genes derived from the wt viruses are according to the subtype of the wt viruses , . The sequences were aligned using the CLUSTAL W algorithm . The nucleotide and amino acid (aa) substitutions and sequence homology were determined and analyzed using the MegAlign® module of the DNASTAR package (DNASTAR, Inc., Madison, USA).
GenBank Accession Numbers
The complete genome sequence of all 23 HYRs, 14 wt viruses and PR8 were submitted to GenBank via JCVI. The GenBank accession numbers of influenza A wt viruses and HYRs analyzed in this study are given as supporting information (Table S1). The sequences for the HA and NA of wt virus AC/68 (HA gene: AB295605; NA gene: AB295606) and wt virus UY/07 (HA gene: EU716426 and NA gene: EU716427) were used from publicly available GenBank sequences. The PB1, HA and NA sequences of 2009 H1N1pdm wt virus CA/2009 were used from published data .
Statistical significance of the nucleotide changes in terms of fold increase in HA titer was analyzed using Student’s t-test. A value of p<0.05 was considered statistically significant.
Gene Constellation of HYRs
All HYRs mentioned in this study were generated by classical reassortment in ovo. The frequency of origin of ‘internal’ genes in the HYRs is shown in Fig. 1. Apart from PR8 internal genes, all the H3N2 internal gene segments (except H3N2 M gene) were incorporated at least once among the 23 HYRs. Among the ‘desired’ gene constellations associated with high growth (6:2 or 5:3), 43% of the vaccine seeds (10/23) contained 6:2 and 27% (6/23) contained 5:3 gene compositions. Three HYRs had 4:4; two had 3:5; one had 2:6 and one had 1:7 gene compositions. Thirteen vaccine seeds acquired the complete polymerase complex from the same parental virus (PR8-44% and wt-13%). 18/23 HYRs (78%) derived both PB2 and PA from PR8. Among the wt derived genes, the wt NP was accompanied with at least one of the polymerase subunits from wt virus in 5/23 (22%). The gene compositions and the number of mutations is given in Table 2. The silent and coding changes in H1N1, 1976 H1N1-SOIV, 2009 H1N1pdm and H2N2 HYRs are given in Table 3 and Fig. 2. Silent and coding changes in H3N2 HYRs are presented in Table 4 and Fig. 2. The number of recurrent silent and coding changes per gene per parental origin is shown in Fig. 3.
Figure 1. Frequency of origin of ‘internal’ genes in HYRs in the present study.doi:10.1371/journal.pone.0065955.g001
Figure 2. Total number of nucleotide changes in HYRs.
Total Changes: The majority of the nucleotide changes (Silent and Coding, black bars) in the internal genes was found in the NS gene followed by PB1, PB2, NP, and PA. The HA gene had a total of 33 nucleotide changes; in contrast NA had only 2 nucleotide changes, both coding changes. M gene had no nucleotide change in any of the 23 HYRs. Silent Changes: Silent nucleotide changes were found in the internal genes of the HYR derived from hy donor virus, PR8 (blue bars). No silent changes were found in the internal genes derived from wt viruses except in NYMC X-157 PB1 derived from wt virus NY/04 which had 13 silent changes. HA had 3 silent nucleotide changes (green bar). NA and M genes had no silent changes in any of the 23 HYRs. Coding Changes: Among the internal proteins, the majority of the coding changes (orange bars) were found in PR8 derived NS (14 total; 7 in NS1 and 7 in NS2), followed by PB1 (10 total; 7 in PB1 and 3 in PB1-F2), NP (9) and PA (8). PB2 had only 1 coding change in contrast with 20 silent changes. M had no coding changes in any of the 23 HYRs. HA had 30 coding changes; in contrast NA had only 2 coding changes (red bars).doi:10.1371/journal.pone.0065955.g002
Figure 3. Total number of recurrent silent and recurrent coding changes in HYRs.
The majority of PR8 derived recurrent silent changes are found in NS1 (22) followed by PB2, NP, PB1-F2, and PA. The majority of the PR8 derived recurrent coding changes are found in NS2 followed by NS1, NP, PB1-F2 and PB1. HA had a total of 17 recurrent coding changes involving more than one amino acid position (Table 9). NA and M genes had no recurrent changes.doi:10.1371/journal.pone.0065955.g003
Table 2. Gene composition and number of silent and coding changes per gene in HYRs.doi:10.1371/journal.pone.0065955.t002
Table 3. Total nucleotide changes in H1N1 and H2N2 HYRs.doi:10.1371/journal.pone.0065955.t003
Table 4. Total nucleotide changes in H3N2 HYRs.doi:10.1371/journal.pone.0065955.t004
H1N1 HYRs ‘Internal’ Gene Sequences
H1N1 HYRs were generated using an H3N2 hy donor virus, either X-31b or X-157 for delivery of PR8 internal genes during reassortment of HYRs (Table 1). (Note: Although the original analysis of X-157 gene composition by RT-PCR/RFLP analysis showed that all six internal genes were derived from PR8, subsequent sequence analysis at JCVI found that X-157 was a mixture of two populations of HYRs, one with PR8 PB1 and a second with NY/04 PB1. However all reassortants made with the X-157 donor received PR8 PB1; none obtained the NY/04 PB1 gene).
Among the five H1N1 HYRs, four derived the PB2 gene from PR8 of which only X-127 had a single silent nt change, A49C. X-113 derived PB2 from its TX/91 parent and had no change.
Four of the five H1N1 HYRs derived the PB1 gene from PR8. X-163B had a silent nt change, A1968G. Coding changes were seen in X-113, Asn52Ser and in X-163, Ala734Thr. X-127 derived PB1 from its parent, BJ/95, and had no changes.
All five HYRs derived PA from PR8. A single coding change Glu405Lys was found only in X-163.
Four out of five of the H1N1 HYRs derived the NP gene from PR8. The three X-163 HYRs had a recurrent coding change, Ile131Met; X-127 had no change. X-113 deriving the NP gene from its TX/91 parent had two coding changes, Pro35Gln and Thr324Asn.
All five H1N1 HYRs derived the M gene from PR8 and had no changes.
All five HYRs derived the NS gene from PR8. Both X-113 and X-127 had recurrent silent changes, C147T and G549A and a recurrent coding change Glu55Lys in NS1 and a recurrent coding change Gly26Glu in NS2. No changes to NS gene were seen in the X-163 series.
H1N1 Swine Origin HYRs ‘Internal’ Gene Sequences
All four swine origin H1N1-SOIV HYRs had 5:3 gene compositions with PB1, HA and NA from wt virus. X-53 and X-53a derived the remaining five genes from PR8 and the 2009 H1N1pdm reassortants X-179 and X-179A derived the remaining five genes from X-157.
All four HYRs had PR8 PB2. Both X-53 and X-53a had the same silent nt change, A49C; no silent changes were seen in X-179 or X-179A. No coding changes were found in the PB2 gene for any of the four SOIV HYRs.
All four H1N1-SOIV HYRs had wt PB1. X-53a had a coding change, His576Tyr.
All four HYRs had PR8 PA. Both X-53 and X-53a had the same silent change, A1410G, with X-53a containing an additional silent change, G2052T. For the two vaccine seeds (X-179 and X-179A) developed for 2009 H1N1pdm, no silent changes were seen; X-179 had two coding changes in PA, Gln564Leu and Glu621Lys.
All four HYRs obtained the PR8 NP gene. X-179A had the coding change, Ile131Met; this change was also found in the H1N1 X-163 series (Table 3).
No nt changes were seen in the PR8 derived M gene for any of the four H1N1-SOIV HYRs.
All four HYRs derived the NS gene from PR8. Both X-53 and X-53a had the recurrent silent change, T144C in NS1 (Table 5 and 6). X-179 had a silent change C154T and X-179A had four silent changes, G312C, G338C, A359G and G394A in NS1.
Table 5. Recurrent silent nucleotide changes in HYRs.doi:10.1371/journal.pone.0065955.t005
Table 6. HYRs internal genes with recurrent silent changes.doi:10.1371/journal.pone.0065955.t006
H2N2 HYRs ‘Internal’ Gene Sequences
Two H2N2 HYRs were developed using hy donor virus PR8 (Table 1). PR8xKO/68 is a 3:5 HYR deriving PA, M and NS genes from PR8 with the remaining five genes from wt virus KO/68. X-135 is a 4:4 HYR deriving PB2, PA, M and NS genes from PR8 with the remaining 4 genes from wt virus JP/57.
X-135 had a silent change C1540A in PR8 PB2 gene. No change was seen in wt PB2 gene of PR8xKO/68 HYR.
Both H2N2 HYRs derived wt PB1 and had no change.
Both H2N2 HYRs derived PR8 PA; PR8xKO/68 HYR had a silent change A1218T; X-135 had a coding change, Asn578Asp.
Both H2N2 HYRs had wt NP gene; only PR8xKO/68 had a coding change, Tyr76Cys.
No silent or coding changes were found in M genes for either HYR.
Both HYRs derived PR8 NS. X-135 had three silent changes A123G, C147T and G549A and a coding change Glu55Lys in NS1. In addition X-135 also had a coding change Gly26Glu in NS2. PR8xKO/68 had no changes.
H3N2 HYRs ‘Internal’ Gene Sequences
Twelve H3N2 HYRs were sequenced and compared with parental sequences; all were generated using the H1N1 hy donor virus PR8 (Table 1).
Nine H3N2 HYRs obtained the PB2 gene from PR8. Of which, seven HYRs had silent changes, including a recurrent silent change, A49C in X-31b, X-117 and X-157; C1827T in X-157A, X171A, X-171B, and A2025G in X-157A and X171A. Non-recurrent changes include, G594A, G1128A, G1950A, C2073T and G2307A (X-171B), G1056A and A1953G (X-117), C1068A (X-157B) (Table 4). A coding change was found in the PB2 gene for X-157B, Pro121Ser. No changes were seen in the three HYRs with wt PB2, X-149C6, X-161 and X-171.
The PR8 derived PB1 for X-157 had a single silent change G243T, while the PB1 gene derived from wt virus (NY/04) for X-157 was found to have 13 silent changes (Table 4). Six H3N2 HYRs obtained the PR8 PB1. Silent changes were seen in X-157B, (T2058C) and in X-171B (C400A). Four HYRs had coding changes including, Glu59Lys in X-117, Val690Ile in X-161B and X-171B and Val344Ile in X-175C. Two coding changes, Leu584Ile and Gln629Arg were found in the WT derived X-157 PB1 gene. No changes were found in the remaining five HYRs with wt PB1.
Nine of the 12 H3N2 HYRs had the PR8 PA gene. A silent change, G1504A was seen in the PR8 PA gene of X-157A. A total of four coding changes were found in the PR8 PA; one in X-157B (Val334Ile) and three in X-175C (Arg200Cys, Asp302Gly and Lys386Arg). The remaining HYRs had no changes in the PA gene regardless of parental origin (Table 2).
Ten HYRs obtained the PR8 NP gene. Three HYRs with PR8 NP had silent changes, X-149C6 and X-157B had the same changes, G210A, C369T and G924A. X-117 had three silent changes, C369T, C426T and G924A. These recurrent silent changes are not found in HYRs of other subtypes. Coding changes, Gly117Arg and Lys46Glu, were seen in X-171 and X-175C, respectively. No changes were found in seven H3N2 HYRs whether the NP gene was derived from PR8 or wt.
No silent or coding changes were found for the PR8 derived M gene in any of the 12 H3N2 HYRs.
Ten H3N2 HYRs contained the PR8 NS gene and each had at least one change. Six HYRs, X-157, X-157A, X-157B, X-161B, X-171B and X-175C had a recurrent silent change, T144C in NS1. Another group of four HYRs, X-31b, X-117, X-149C6 and X-171 had recurrent silent changes C147T and G549A in NS1 and a recurrent coding change Gly26Glu in NS2 (Table 7 and 8). From this group, except X-117, the other three HYRs, X-31b, X-149C6 and X-171 had a recurrent coding change, Glu55Lys in NS1. In addition, X-171 had another coding change Leu77Phe in NS1. No changes were seen in the two HYRs with the wt NS gene.
Table 7. Recurrent Coding Changes in HYRs.doi:10.1371/journal.pone.0065955.t007
Table 8. HYR internal genes with recurrent coding changes.doi:10.1371/journal.pone.0065955.t008
PB1-F2 Region of PB1
A total of 10 HYRs derived PB1 from PR8 and retained the 87 aa long PB1-F2. The HIN1 HYR, X-127 with BJ/95 PB1 had a truncated 57aa long PB1-F2. The H1N1 SOIV HYRs, X-53a had truncated 52 aa long PB1-F2; X-179 and X-179A had a truncated PB1-F2 at 12 aa. The H2N2 HYRs (X-135 and PR8xKO/68) and five out of 12 H3N2 HYRs (X-149C6, X-157A, X-161, X-171 and X-171A) with wt derived PB1 had a PB1-F2 protein size of 90 aa. X-157 which was a mixture had PB1 from both PR8 and wt viruses (see earlier comment, see Note: Section B) had PB1-F2 proteins of 87 and 90 aa, respectively. The HYRs deriving PB1 (encoding PB1-F2) from PR8 (except X-117 and X-163 series) had a single recurrent silent nt change, A57G. Whereas, the X-163 series of HYRs had a recurrent coding change, Cys42Phe, which is the only coding change in the PB1 gene associated with PB1-F2.
HA Gene Sequences
A silent nt change was found in X-53 (G525A). X-53 and X-127, each had two coding changes in the HA; Glu153Lys and Ala178Thr (X-53), and Arg202Gly and Asp203Val (X-127). X-113 had a single coding change, Gly239Asp. X-53a had a coding change, Gly155Glu which was also found in X-179 (a 2009 H1N1pdm HYR). In addition, X-179 and X-179A shared three coding changes, Lys209Thr, Gly/Asp222Asp and Gln223Arg.
The Lys209Thr change seen in X-179 and X-179A was also found in an H2N2 HYR (PR8xKO/68) (Table 9).
Table 9. HYR hemagglutinins with recurrent coding changes.doi:10.1371/journal.pone.0065955.t009
X-171A had two silent nt changes, C54T and A198G. Coding changes were found in the X-157 series of HYRs including the same recurrent coding change, Ser219Tyr which was also found in X-171B (Table 9). X-157B had a coding change, Val66Phe. Both X-171 and X-171B had the coding change, Gly186Val, together with an alanine deletion at position 198. X-171A had a coding change, Leu194Pro. The H3N2 vaccine virus, X-175C, had a single coding change Arg142Gly.
Four coding changes were found in the HA2 region, Lys401Asn (X-135, H2N2); Arg487Thr and Val510Gly (X-31b, H3N2) and Asp489Asn (X-171A, H3N2) in the amino terminus of the HA2. These changes are unique to this study.
HA coding changes and structure.
Some of the coding changes including Gly155Glu, Gly186Val, Leu194Pro, Lys209Thr, Ser219Tyr, Gly/Asp222Asp and Gln223Arg, had been reported earlier to affect receptor specificity and egg adaptation –, –. The coding changes found in the H3N2 HYRs are depicted in the structural model of an H3N2 HA generated by PyMOL Molecular Graphics System (www.pymol.org) (Fig. 4).
Figure 4. Structural model of H3N2 HA (monomer) with coding changes found in the H3N2 HYRs in this study.
The structure was generated by PyMOL Molecular Graphics System (www.pymol.org). Single letter amino acid code is used. The numbers in the parentheses indicate recurrent changes (see Table 9); underlined changes were reported earlier –, , – and also found in our study. 1indicates unique changes found in the HA1 in this study and 2 indicates unique changes found in the HA2 region.doi:10.1371/journal.pone.0065955.g004
NA Gene Sequences
In our study, no silent nt changes were found in the NA gene for any of the 23 HYRs. In contrast to HA with 31 coding changes, only two HYRs had coding changes in the NA genes, both were N2 subtype, Thr31Ala in X-171A (H3N2) and Thr32Ile in X-175C (H3N2). Both are located in the amino terminal end which anchors NA in the viral envelope.
Codon Usage in HYR ‘Internal’ Genes of PR8 Origin
Both recurrent and individual silent changes were observed in all the internal genes of the HYRs derived from PR8 except the M gene. The A49C change found in the PB2 gene of six HYRs (Table 5 and 6) is at the first codon of the arginine residue. Apart from this recurrent change, the PB2 genes of five other HYRs had a total of 14 silent nt changes (five G-A, four C-T, three A-G and two C-A conversions). In the PB1 gene, the 17 silent changes included five A-G, four T-C, three C-T, two G-A, one G-T, one C-A and a T-A conversion. The seven silent nt changes in the PB1-F2 gene are A-G conversions at the third codon of a glutamine residue. In PA, four HYRs had silent changes, two A-G, followed by a single conversion of G-A, G-T or A-T. The HA gene had three silent changes (one G-A, one A-G and one C-T conversions). Three HYRs had a total of nine silent nt changes in the NP genes (five G-A and four C-T conversions). Among the HYR genes analyzed, NS1 had the maximum number of silent changes, 9 C-T, 14 G-A, 8 T-C, 2 A-G and 2 G-C conversions and NS2 had 7 G-A conversions.
The statistical significance of the recurrent changes was determined using Student’s ‘t’ test and found the recurrent coding changes in NS1 (p<0.0331), NS2 (p<0.0012), NP (p<0.026) and PB1-F2 (p<0.0075) (Table 7) are statistically significant as compared to the non recurrent coding changes in terms of fold increase in the HA titer.
HYR Seed Viruses used in Vaccine Production
Out of 23 HYRs analyzed in this study, the mutations found in 9 HYR vaccine seed viruses used in vaccine preparation since X-31b are given in Table 10 alongside their gene constellation.
The first inactivated IAV vaccine was produced in chicken eggs in the 1940s using wt virus. Since clinical isolates grow to low titer in embryonated chicken eggs, influenza HYRs were developed by E.D. Kilbourne for use as the ‘seed’ virus for influenza vaccines and continue to be used for vaccine production to the present. The hy property of reassortants depends on the natural selection of variants with mutations favorable to growth. HYRs which derive PR8 ‘internal’ genes generally grow better than the original wt virus. However, the egg adaptive changes which occur in the internal genes of the HYRs are not well defined. Hence, in this study, the complete genome sequences of 23 HYRs developed from 14 different wt viruses and the hy donor PR8 were analyzed.
The polymerase complex of influenza virus is comprised of PB2, PB1 and PA. The PB2 gene is one of the major components of the replication complex. HYRs with either PR8 or wt PB2 gene retained a lysine residue at position 627 which has been associated with host adaptation and virulence –. It has been demonstrated that the PB2 gene plays an important role in regulating host anti-viral response by inhibiting IFN-β production –. A large number of silent changes (20) were seen in the PB2 gene which indicates the importance of adaptation to the egg host at the RNA level; 11/20 are recurrent changes (Table 5, 6 and Fig. 3). The silent change, A49C was found in six HYRs (X-31b, X-53, X-53a, X-117, X-127 and X-157) selected for vaccine production suggesting the possible importance of this nt change to high growth in ovo. The only coding change in PB2, Pro121Ser, was found in X-157B and this change may alter secondary structure.
PB1 plays a key role in cross-species infection and pathogenesis  and was the most frequent internal wt gene segment present in the HYRs. 12/23 HYRs derived the wt PB1 gene (Fig. 1). Ten of the 23 HYRs were used in vaccine production and 5/9 had the wt PB1 genes. The presence of the wt PB1 segment in HYRs used in vaccines including the CA/2009 PB1 in the HYRs used for the 2009 H1N1pdm production of vaccine must provide a selective advantage for growth. With regard to HYRs deriving the wt PB1 gene, X-53a had a His576Tyr coding change suggesting that this coding change may also have contributed to the higher growth of X-53a in ovo . The 2009 H1N1pdm vaccine seed viruses X-179 and X-179A derived CA/2009 PB1 gene and had no changes, which suggests the importance of wt PB1 in these reassortants. Wanitchang and co-workers also reported that a 5:3 reassortant with CA/2009 PB1 gene had a higher growth rate after transfection compared to that of 6:2 reassortants with the PR8 PB1 gene . Since the frequency of HYRs deriving wt PB1 gene is high; comparison of the silent and coding changes found in PR8 and wt derived PB1 may help in understanding the role of polymerase activity through the PB1 component in terms of viral growth.
PB1-F2, the second protein encoded in the PB1 gene has been implicated in pathogenicity , ,  and has been shown to function in an anti-interferon manner like NS1 . Eleven HYRs acquired the PB1 gene from PR8; seven of which had the recurrent silent change A57G in PB1-F2. The X-163 series of HYRs had a recurrent coding change Cys42Phe in PB1-F2 of the PB1 protein. The importance of these silent and coding changes in pathogenicity, including anti-interferon properties and in in ovo replication, has not been reported.
The PA subunit of the polymerase complex is reported to induce generalized proteolysis, an activity found in the amino-terminal third of the PA protein, 247 residues , . The PA endonuclease activity is also associated with the amino-terminal end; the activity resides in the first 209 residues . X-175C with PR8 derived PA has a coding change, Arg200Cys, in the amino-terminal region, which may affect the proteolysis and/or endonuclease activities of PA protein for better growth in ovo. Other individual coding changes observed in HYRs deriving PA from PR8, involving residues which may affect the structure and polarity of the PA protein may allow more efficient interaction with the other polymerase subunits. Of interest, in three H3N2 HYRs (X-149C6, X-161 and X-171), PA, PB2 and PB1 gene segments are incorporated from wt viruses. This may permit better co-operativity of the polymerase subunits for these reassortants.
Conserved regions of IAV polymerase genes critical for efficient vRNA packaging have been reported to play a role in RNA structure, RNA-RNA interactions and RNA-protein interactions . Muramoto and co-workers reported that there is a strong correlation between the level of PB2 packaged and the levels of other internal gene vRNAs packaged . In our study, X-157A (5:3, with wt PB1) and X-171A (4:4 with wt PB1 and NS) had recurrent silent changes, C1827T and A2025G in the PR8 derived PB2 genes with no change in the wt derived PB1. X-157A had a 32-fold increase in HA titer whereas X-171A had only a two-fold increase in HA titer increase compared to their respective wt viruses . In these cases, in terms of growth, even though both had the same PB2 mutations, the wt derived NS gene in X-171A was not associated with enhanced growth as compared with the PR8 derived NS in X-157A which had one silent and one coding change. Thus these non-coding changes found in PB2 along with native PB1 and NS may have resulted in altered viral packaging thus resulting in differences in their HA titer.
Our analysis of HYRs also showed some correlation between coding mutations in the polymerase subunits. Although PB2, PB1 and PA interact with each other in a specific manner in controlling virus replication, the PB1-PA interaction unlike the PB2-PA interaction, has been well-characterized , -. In our study, HYRs had changes in PB1 and PA regardless of the origin of the parental genes. The H3N2 HYR, X-175C (used in 2008-09 seasonal vaccine), derived both PB1 and PA from PR8, had Val344Ile in PB1 and three coding changes Arg200Cys, Asp302Gly and Lys386Arg in PA. The role of these changes in efficient interaction of the PB1-PA is not known. X-157B had the coding changes, Pro121Ser and Val344Ile, in the PR8 derived PB2 and PA, respectively. The coding change, Pro121Ser will affect the secondary structure of PB2 while the Val334Ile change is conservative with the introduction of a slightly longer branched aa chain in PA. These changes in the structure of PB2 and PA may help the X-157B viral components interact more efficiently to improve the viral growth in comparison to its low growing wt virus.
The NP and its interaction with the polymerase subunits is well documented. Earlier studies showed that the presence of PR8 NP was associated with hy phenotype in ovo , , . For example, X-175C had coding changes Lys46Glu and Val344Ile in PR8 derived NP and PB1, respectively. The presence of wt derived NP with or without mutations in co-operation with either PR8 or wt derived polymerase subunits in HYR growth must be considered. For example, PR8xKO/68 and X-171 had coding changes in wt NP with no change in wt derived PB1 and PB2. Replacement of the tyrosine with cysteine may affect the NP structure of PR8xKO/68 with potential formation of an additional disulfide bond. Introduction of a large basic arginine will increase the overall charge and hydrophilicity and decrease the flexibility of the peptide chain of NP for X-171. These coding changes in PR8 or wt NP suggest they may play a role in efficient interaction with the polymerase complex for better functioning of the vRNPs.
PR8 M gene is associated with the high growth phenotype in ovo , – and for morphology and progeny particle assembly . All 23 HYRs derived the M gene from PR8 and no silent or coding changes were seen. This shows that the highly conserved M gene of PR8 origin by itself or in combination with other PR8 genes will improve reassortant virus growth. The importance of M gene in other donor viruses was also demonstrated earlier . However, using WSN virus (not PR8 M gene), Klimov and co-workers reported that the presence of WSN M in the reassortants does not guarantee higher growing viruses, because the contribution of the M can be altered by properties of other genes and the proteins they encode from the parental viruses . This was true with the X-161 series of HYRs. The gene constellation of X-161 is 1:7 deriving only the PR8 M gene, and X-161B is a 6:2 HYR deriving all the internal genes from PR8. In this case, the difference in the gene constellations plays a key role in determining growth in ovo, even though few coding changes were found (Table 4).
The NS gene of influenza virus encodes two distinct proteins, NS1  and NS2/NEP . NS1 plays a role in virulence , is an interferon antagonist –, enters and accumulates in infected cells  and co-immunoprecipitates with NS1-specific serum along with the polymerase subunits and NP . With the exception of the X-163 series and wt derived NS genes, all HYRs had either a silent or a coding change along with changes in one or more components of the vRNPs (Table 3 and 4). In NS1, the recurrent silent change T144C was found in 8; C147T in 7 and G549A in 7 HYRs (Table 5 and 6). Whereas the recurrent coding changes Glu55Lys (NS1) and Gly26Glu (NS2) was found in 6 and 7 HYRs, respectively (Table 7 and 8). These changes in NS1 and NS2 suggest the importance of PR8 derived silent and coding changes even though the HYRs were developed from wt viruses of different subtypes. The NS2/NEP protein is involved in nuclear export of nascent influenza vRNA and regulates viral transcription and replication . In this analysis we found that the highest numbers of silent and coding changes were found in the NS gene, which highlights the importance of variability in the NS gene and gene products in the enhanced replication of HYRs in ovo.
The essential requirement for HYR vaccine seed candidates is that both the HA and NA genes must be derived from wt virus. In the HA, deletion of alanine at position 198 in X-171 and X-171B was responsible for a more restrictive receptor binding pattern . Coding changes at positions 153, 155 –, 186, 194 and 219 , , 222, 223 and 226 –,  were all reported to be associated with egg adaptation. Both X-179 and X-179A had the recurrent coding changes, Lys209Thr and Gln223Arg, which were assumed to be associated with higher growth of these HYRs. The enhanced growth properties in the X-157 series may be due to the recurrent coding change Ser219Tyr which has been established as a residue associated with egg adaptation.
Changes at the antigenic sites have the potential to increase virus growth and are allowable in HYRs as vaccine seeds as long as antigenicity is not significantly altered. For example, the H3N2 vaccine component X-175C used in seasonal vaccines in 2008 through 2010 had the coding change Arg142Gly within antigenic site A with no altered antigenicity. However, changes at residues 153, 154 and 155 within the antigenic site and in the vicinity of RBS may reduce viral antigenicity , , . HYRs that have changes at these residues may be excluded as vaccine candidates, even though these changes may improve virus growth. For example, even though a Gly155Glu mutation was associated with significant fold increase in HA titer over the wt virus, there was altered antigenicity in a CA/2009 reassortant candidate developed by Chen and co-workers for the live attenuated vaccine which made them unsuitable as vaccine candidates . This Gly155Glu mutation was also seen in X-53a  and in X-179 . X-179 with high growth properties had been considered a strong candidate ‘seed’ for H1N1pdm vaccine; however the Gly155Glu mutation altered the antigenicity and was not acceptable for use in the 2009 H1N1pdm vaccine. On the other hand, Gly186Val was reported to improve the growth of CA/2009 , A/Fujian/411/2002  and A/Singapore/21/04  without affecting antigenicity. Widjaja et al.  reported that adaptation of A/Fujian/411/2002 in ovo was due to the coding change Gly186Val, at aa position 186. At CSL, Ltd., a series of genetically modified reassortants based on the X-179A sequence data were developed  and were found to have improved in ovo growth, which further implicates the importance of these residues Lys209Thr and Gln223Arg in virus adaptation and growth. In comparison to X-179A, another H1N1pdm seed virus, X-181 had an additional coding change, Asn129Asp, which may have contributed to the higher growth of X-181 as compared with X-179A .
Coding changes were found in the HA2 region of the HA genes of H2N2 and H3N2 HYRs which were not previously reported and are unique to this study. These changes are found in the amino terminus region of the HA2 protein of X-135 (Lys401Asn), X-31b (Arg487Thr and Val510Gly) and X-171A (Asp489Asn). Although the number of changes are fewer than seen for HA1, it is interesting to note that three of four changes in HA2 involve loss of charged aa residues (aspartic acid, lysine and arginine) which will lead to a reduction in overall protein charge. As the amino terminus region of HA2 is involved in virus entry , the role of these residues in egg adaptation should be studied further.
The NA of influenza virus is a homotetramer and functions in the release of progeny virus from the infected host cell –. It has been reported that functional balance of HA and NA regulates the efficiency of virus replication . Similar to HA, NA is also under evolutionary pressure from serum antibodies existing in the population . In this study, only two H3N2 HYRs showed coding changes in the NA, Thr31Ala in X-171A and Thr32Ile in X-175C. Both coding changes were found in the hydrophobic NH2 terminus of NA, which is inserted in the membrane . These changes may facilitate growth in ovo. No changes are seen at the active site of the NA in contrast to the many changes seen in the RBS in HA. Evidently, wt NA is well-suited to replicate in ovo or readily accommodates the changes in HA for optimal viral replication.
The importance of silent mutations on virus replication and evolution has been shown –. Silent mutations in RNA viruses may be far from neutral and can contribute significantly to host adaptation and become fixed in the viral RNA quasi-species populations during genetic drift –. A recurring silent change, A49C in PB2 and A57G in PB1-F2 are assumed to be primarily derived from PR8 variants which are positively selected by the egg host. Wong and co workers showed that silent changes in PB2 affect replication and adaptation ; as also seen in the present study where 20 out of 21 changes in the PB2 gene were silent. Selection pressures acting against the use of G or C at the third codon position  and primarily C to T mutation bias in human influenza viral genomes has been reported , , . Reduced GC content in influenza viruses may prevent the activation of the human innate immune system thereby allowing more efficient viral RNA translation . In this study, the in ovo prepared HYRs also showed a majority of replacement of third codon G and C by A and T, thereby reducing the overall GC content.
Influenza viruses undergo Darwinian selection resulting in mutants that efficiently replicate in ovo. When two distinct influenza viruses replicate in embryonated chicken eggs the interactions between the virus and the host cell proteins are crucial for virus replication, assembly and trafficking . A crucial aspect to the vaccine manufacturing process is to obtain a reassortant with high growth in ovo, thus providing the maximal amount of virus for preparation of the inactivated vaccine. The gene constellation differences (PR8:wt genes) are equally important for the high growth phenotype exhibited by the HYRs in ovo. Apart from the gene composition, based on the analysis of the HYRs, we hypothesize that in addition to the recurrent mutations, the individual changes found in all eight genes and their encoded proteins of HYRs prepared as candidate seed viruses may augment growth by playing important roles in in ovo virus replication. Hence, further identification of mutations in additional HYRs as they are developed may help in the design of high growth seed viruses with improved growth in ovo.
GenBank Accession number of influenza A wt viruses and HYRs analyzed in this study.
Conceived and designed the experiments: MR DJS DB. Performed the experiments: MR JL SO AAF BAP JS RD JMA YH. Analyzed the data: MR DB. Contributed reagents/materials/analysis tools: DB. Wrote the paper: MR DB. Performed the sequencing of the high yield reassortants: MR AB JB RH EH DJS.
- 1. Lamb RA, Choppin PW (1979) Segment 8 of the influenza virus genome is unique in coding for two polypeptides. Proc Natl Acad Sci USA 76: 4908–12. doi: 10.1073/pnas.76.10.4908
- 2. Lazarowitz SG, Compans RW, Chopin PW (1971) Influenza virus structural and nonstructural proteins in infected cells and their plasma membranes. Virology 46: 830–43. doi: 10.1016/0042-6822(71)90084-5
- 3. Lamb RA, Krug RM (1996) Orthomyxoviridae: the Viruses and Their Replication. In Knipe DM, Howley PM, editors. Fields Virology, 2nd ed., Lippincott-Raven, New York, 1353–96.
- 4. Chen W, Calvo PA, Malide D, Gibbs J, Schubert U, et al. (2001) A novel influenza A virus mitochondrial protein that induces cell death. Nat Med 7: 1306–12. doi: 10.1038/nm1201-1306
- 5. Wise HM, Foeglein A, Sun J, Dalton RM, Patel S, et al. (2009) A complicated message: Identification of a novel PB1-related protein translated from influenza A virus segment 2 mRNA. J Virol 83: 8021–31. doi: 10.1128/JVI.00826-09
- 6. Jagger BW, Wise HM, Kash JC, Walters KA, Wills NM, et al.. (2012) An Overlapping Protein-Coding Region in Influenza A Virus Segment 3 Modulates the Host Response. Science DOI. 10.1126/science.1222213.
- 7. Holland JJ, Spindler K, Horodyski F, Grabau E, Nichol S, et al. (1982) Rapid evolution of RNA genomes. Science 215: 1577–85. doi: 10.1126/science.7041255
- 8. Lambert LC, Fauci AS (2010) Influenza vaccines for the future. N Engl J Med 363: 2036–44. doi: 10.1056/NEJMra1002842
- 9. Gerdil C (2003) The annual production cycle for influenza vaccine. Vaccine 21: 1776–79. doi: 10.1016/S0264-410X(03)00071-9
- 10. Payne A (1953) The influenza programme of WHO. Bull WHO 8: 755–74.
- 11. Cox NJ, Subbarao K (1999) Influenza. Lancet 354: 1277–82. doi: 10.1016/S0140-6736(99)01241-6
- 12. Nichol KL, Treanor JJ (2006) Vaccines for seasonal and pandemic influenza. J Infect Dis 194: S111–S118. doi: 10.1086/507544
- 13. Francis Jr T (1945) Development of the 1943 vaccine. Study of the Commission on Influenza. Amer J Hygiene 42: 1–11.
- 14. Kilbourne ED (1969) Future influenza vaccines and the use of genetic recombinants. Bull WHO 41: 643–45.
- 15. Kilbourne ED, Schulman JL, Schild GC, Schloer G, Swanson J, et al. (1971) Correlated studies of a recombinant influenza virus vaccine. I. Derivation and characterization of the virus and vaccine. J Infect Dis 124: 449–62. doi: 10.1093/infdis/124.5.449
- 16. Neumann G, Noda T, Kawaoka Y (2009) Emergence and pandemic potential of swine-origin H1N1 influenza virus. Nature 459: 931–39. doi: 10.1038/nature08157
- 17. Greenbaum BD, Li OT, Poon LL, Levine AJ, Rabadan R (2012) Viral reassortment as an information exchange between viral segments. Proc Natl Acad Sci USA 109: 3341–46. doi: 10.1073/pnas.1113300109
- 18. Stohr K, Bucher D, Colgate T, Wood J (2012) Influenza virus surveillance, vaccine strain selection, and manufacture. Methods Mol Biol 865: 147–62. doi: 10.1007/978-1-61779-621-0_9
- 19. Fodor E, Devenish L, Engelhardt OG, Palese P, Brownlee GG, et al. (1999) Rescue of influenza A virus from recombinant DNA. J Virol 73: 9679–82.
- 20. Neumann G, Watanabe T, Ito H, Watanabe S, Goto H, et al. (1999) Generation of influenza A viruses entirely from cloned cDNAs. Proc Natl Acad Sci USA 96: 9345–50. doi: 10.1073/pnas.96.16.9345
- 21. Nicolson C, Major D, Wood JM, Robertson JS (2005) Generation of influenza vaccine viruses on Vero cells by reverse genetics: an H5N1 candidate vaccine virus produced under a quality system. Vaccine 23: 2943–52. doi: 10.1016/j.vaccine.2004.08.054
- 22. Horimoto T, Murakami S, Muramoto Y, Yamada S, Fujii K, et al. (2007) Enhanced growth of seed viruses for H5N1 influenza vaccines. Virology 366: 23–27. doi: 10.1016/j.virol.2007.07.002
- 23. O’Neill E, Donis RO (2009) Generation and characterization of candidate vaccine viruses for prepandemic influenza vaccines. Curr Top Microbiol Immunol 333: 83–108. doi: 10.1007/978-3-540-92165-3_4
- 24. Chen GL, Subbarao K (2009) Live attenuated vaccines for pandemic influenza. Curr Top Microbiol Immunol 333: 109–132. doi: 10.1007/978-3-540-92165-3_5
- 25. Robertson JS, Bootman JS, Newman R, Oxford JS, Daniels RS, et al. (1987) Structural changes in the hemagglutinin which accompanies embryonated chicken egg adaptation of an influenza A (H1N1) virus. Virology 160: 31–37. doi: 10.1016/0042-6822(87)90040-7
- 26. Matrosovich M, Tuzikov A, Bovin N, Gambaryan A, Klimov A, et al. (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: 8502–12. doi: 10.1128/JVI.74.18.8502-8512.2000
- 27. Kumari K, Gulati S, Smith DF, Gulati U, Cummings RD, et al. (2007) Receptor binding specificity of recent human H3N2 influenza viruses. Virol J 4: 42–52. doi: 10.1186/1743-422X-4-42
- 28. Chen Z, Wang W, Zhou H, Suguitan Jr AL, Shambaugh C, et al. (2010) Generation of live attenuated novel influenza virus A/California/7/09 (H1N1) vaccines with high yield in embryonated chicken eggs. J Virol 84: 44–51. doi: 10.1128/JVI.02106-09
- 29. Stevens J, Chen LM, Carney PJ, Garten R, Foust A, et al. (2010) Receptor specificity of influenza A H3N2 viruses isolated in mammalian cells and embryonated chicken eggs. J Virol 84: 8287–99. doi: 10.1128/JVI.00058-10
- 30. Oxford JS, McGeoch DJ, Schild GC, Beare AS (1978) Analysis of virion RNA segments and polypeptides of influenza A virus recombinants of defined virulence. Nature 273: 778–779. doi: 10.1038/273778a0
- 31. Baez M, Palese P, Kilbourne ED (1980) Gene composition of high-yielding influenza vaccine strains obtained by recombination. J Infect Dis 141: 362–365. doi: 10.1093/infdis/141.3.362
- 32. Klimov AI, Sokolov NI, Orlova NG, Ginzburg VP (1991) Correlation of amino acid residues in the M1 and M2 proteins of influenza virus with high yielding properties. Virus Res 19: 105–114. doi: 10.1016/0168-1702(91)90098-G
- 33. Yasuda J, Bucher DJ, Ishihama A (1994) Growth control of influenza A virus by M1 protein: analysis of transfectant viruses carrying the chimeric M gene. J Virol 68: 8141–46.
- 34. Offringa DP, Tyson-Medlock V, Ye Z, Levandowski RA (2000) A comprehensive systematic approach to identification of influenza A virus genotype using RT-PCR and RFLP. J Virol Methods 88: 15–24. doi: 10.1016/S0166-0934(00)00180-4
- 35. Liu T, Muller J, Ye Z (2002) Association of influenza virus matrix protein with ribonucleoproteins may control viral growth and morphology. Virology 304: 89–96. doi: 10.1006/viro.2002.1669
- 36. Fulvini AA, Ramanunninair M, Le J, Pokorny BA, Arroyo JM, et al. (2011) Gene Constellation of Influenza A Virus Reassortants with High Growth Phenotype Prepared as Seed Candidates for Vaccine Production. PLoS ONE 6: e20823. doi: 10.1371/journal.pone.0020823
- 37. Bergeron C, Valette M, Lina B, Ottmann M (2010) Genetic content of Influenza H3N2 vaccine seeds. PLoS Curr 5: RRN1165. doi: 10.1371/currents.RRN1165
- 38. Varich NL, Gitelman AK, Shilov AA, Smirnov YA, Kaverin NV (2008) Deviation from the random distribution pattern of influenza A virus gene segments in reassortants produced under non-selective conditions. Arch Virol 153: 1149–54. doi: 10.1007/s00705-008-0070-5
- 39. Schickli JH, Flandorfer A, Nakaya T, Martinez-Sobrido L, Garcia-Sastre A, et al. (2001) Plasmid-only rescue of influenza A virus vaccine candidates. Philos Trans R Soc Lond B Biol Sci 356: 1965–73. doi: 10.1098/rstb.2001.0979
- 40. Wilson IA, Skehel JJ, Wiley DC (1981) Structure of the hemagglutinin membrane glycoprotein of influenza virus at 3 Å resolution. Nature 289: 366–373. doi: 10.1038/289366a0
- 41. Thompson JD, Gibson TJ, Plewniak F, Jeanmougin F, Higgins DG (1997) The CLUSTAL_X windows interface: flexible strategies for multiple sequence alignment aided by quality analysis tools. Nucleic Acids Res 25: 4876–82. doi: 10.1093/nar/25.24.4876
- 42. Garten RJ, Davis CT, Russell CA, Shu B, Lindstrom S, et al. (2009) Antigenic and genetic characteristics of swine-origin 2009 A(H1N1) influenza viruses circulating in humans. Science 325: 197–201. doi: 10.1126/science.1176225
- 43. Kilbourne ED, Gerhard W, Whitaker CW (1983) Monoclonal antibodies to the hemagglutinin Sa antigenic site of A/PR/8/34 influenza virus distinguish biologic mutants of swine influenza virus. Proc Natl Acad Sci USA 80: 6399–02. doi: 10.1073/pnas.80.20.6399
- 44. Kilbourne ED, Taylor AH, Whitaker CW, Sahai R, Caton AJ (1988) Hemagglutinin polymorphism as the basis for low- and high-yield phenotypes of swine influenza virus. Proc Natl Acad Sci USA 85: 7782–85. doi: 10.1073/pnas.85.20.7782
- 45. Widjaja L, Ilyushina N, Webster RG, Webby RJ (2006) Molecular changes associated with adaptation of human influenza A virus in embryonated chicken eggs. Virology 350: 137–145. doi: 10.1016/j.virol.2006.02.020
- 46. Gorman OT, Bean WJ, Kawaoka Y, Donatelli I, Guo Y, et al. (1991) Evolution of influenza A virus nucleoprotein genes: implications for the origins of H1N1 human and classical swine viruses. J Virol 65: 3704–14.
- 47. Subbarao K, London W, Murphy BR (1993) A single amino acid in the PB2 gene of influenza A virus is a determinant of host range. J Virol 67: 1761–64.
- 48. Baigent SJ, McCauley JW (2003) Influenza type A in humans, mammals and birds: determinants of virus virulence, host-range and interspecies transmission. Bioassays 25: 657–671.
- 49. Wang TT, Palese P (2009) Unraveling the mystery of swine influenza virus. Cell 137: 983–985. doi: 10.1016/j.cell.2009.05.032
- 50. Hatta M, Gao P, Halfmann P, Kawaoka Y (2001) Molecular basis for high virulence of Hong Kong H5N1 influenza A viruses. Science 293: 1840–42. doi: 10.1126/science.1062882
- 51. Iwai A, Shiozaki T, Kawai T, Akira S, Kawaoka Y, et al. (2010) Influenza A virus polymerase inhibits type I interferon induction by binding to interferon beta promoter stimulator 1. J Biol Chem 285: 32064–74. doi: 10.1074/jbc.M110.112458
- 52. Shapira SD, Gat-Viks I, Shum BO, Dricot A, de Grace MM, et al. (2009) A physical and regulatory map of host-influenza interactions reveals pathways in H1N1 infection. Cell 139: 1255–67. doi: 10.1016/j.cell.2009.12.018
- 53. Wanitchang A, Kramyu J, Jongkaewwattana A (2010) Enhancement of reverse genetics-derived swine-origin H1N1 influenza virus seed vaccine growth by inclusion of indigenous polymerase PB1 protein. Virus Res 147: 145–148. doi: 10.1016/j.virusres.2009.10.010
- 54. Pancucharova H, Russ G (2006) PB1-F2 gene in influenza A viruses of different hemagglutinin subtypes. Acta Virol 50: 269–272.
- 55. Zamarin D, Ortigoza MB, Palese P (2006) Influenza A virus PB1-F2 protein contributes to viral pathogenesis in mice. J Virol 80: 7976–7983. doi: 10.1128/JVI.00415-06
- 56. Varga ZT, Palese P (2011) The influenza A virus protein PB1-F2: Killing two birds with one stone? Virulence 2: 1–5. doi: 10.4161/viru.2.1.13902
- 57. Hare K, Shiota M, Kido H, Ohtsu Y, Kashiwagi T, et al. (2001) Influenza virus RNA polymerase PA subunit is a novel serine protease with Ser624 at the active site. Genes Cells 6: 87–97. doi: 10.1046/j.1365-2443.2001.00399.x
- 58. Sanz-Ezquerro JJ, Zurcher T, De la Luna S, Ortin J, Nieto A (1996) The amino-terminal one-third of the influenza virus PA protein is responsible for the induction of proteolysis. J Virol 69: 2420–26.
- 59. Dias A, Bouvier D, Crepin T, McCarthy AA, Hart DJ, et al. (2009) The cap-snatching endonuclease of influenza virus polymerase resides in the PA subunit. Nature 458: 914–918. doi: 10.1038/nature07745
- 60. Marsh GA, Rabadan R, Levine AJ, Palese P (2008) Highly Conserved Regions of Influenza A Virus Polymerase Gene Segments Are Critical for Efficient Viral RNA Packaging. J Virol 82: 2295–2304. doi: 10.1128/JVI.02267-07
- 61. Muramoto Y, Takada A, Fujii K, Noda T, Iwatsuki-Horimoto K, Watanabe S, Horimoto T, Kida H, Kawaoka Y (2006) Hierarchy among viral RNA (vRNA) segments in their role in vRNA incorporation into influenza A virions. J Virol 80: 2318–2325. doi: 10.1128/JVI.80.5.2318-2325.2006
- 62. Perez DR, Donis RO (1995) A 48-amino-acid region of influenza A virus PB1 protein is sufficient for complex formation with PA. J Virol 69: 6932–39.
- 63. Gonzalez S, Zurcher T, Ortin J (1996) Identification of two separate domains in the influenza virus PB1 protein involved in the interaction with the PB2 and PA subunits: a model for the viral RNA polymerase structure. Nucleic Acids Res 22: 4456–63. doi: 10.1093/nar/24.22.4456
- 64. Guu TSY, Dong L, Wittung-Stafshede P, Tao YJ (2008) Mapping the domain structure of the influenza A virus polymerase acidic protein (PA) and its interaction with the basic protein 1 (PB1) subunit. Virology 379: 135–142. doi: 10.1016/j.virol.2008.06.022
- 65. Tian SF, Buckler-White AJ, London WT, Reck LJ, Chanock RM (1985) Nucleoprotein and membrane protein genes are associated with restriction of replication of influenza A/Mallard/NY/78 virus and its reassortants in squirrel monkey respiratory tract. J Virol 53: 771–775.
- 66. Lubeck MD, Schulman JL, Palese P (1978) Susceptibility of influenza A viruses to amantadine is influenced by the gene coding for M protein. J Virol 28: 710–716.
- 67. Downie JC (1984) A genetic and monoclonal analysis of high-yielding reassortants of influenza A virus used for human vaccines. J Biol Stand 12: 101–110. doi: 10.1016/S0092-1157(84)80026-8
- 68. Klimov A, Ghendon Y, Zavadova H, Broucek J, Medvedeva T (1983) High reproduction capacity of recombinants between H3N2 human influenza and fowl plague viruses is due to the gene coding for M proteins. Acta Virol 27: 434–438.
- 69. Liu T, Ye Z (2002) Restriction of viral replication by mutation of the influenza virus matrix protein. J Virol 76: 13055–61. doi: 10.1128/JVI.76.24.13055-13061.2002
- 70. O’Neill RE, Talon J, Palese P (1998) The influenza virus NEP (NS2 protein) mediates the nuclear export of viral ribonucleoproteins. EMBO J 17: 288–96. doi: 10.1093/emboj/17.1.288
- 71. Hale BG, Randall RE, Ortin J, Jackson D (2008) The multifunctional NS1 protein of influenza A viruses. J Gen Virol 89: 2359–76. doi: 10.1099/vir.0.2008/004606-0
- 72. Garcia-Sastre A (2001) Inhibition of interferon-mediated antiviral responses by influenza A viruses and other negative-strand RNA viruses. Virology 279: 375–84. doi: 10.1006/viro.2000.0756
- 73. Garcia-Sastre A, Egorov A, Matassov D, Brandt S, Levy DE, et al. (1998) Influenza A virus lacking the NS1 gene replicates in interferon-deficient systems. Virology 252: 324–30. doi: 10.1006/viro.1998.9508
- 74. Greenspan D, Palese P, Krystal M (1988) Two nuclear location signals in the influenza virus NS1 nonstructural protein. J Virol 62: 3020–26.
- 75. Marion RM, Zurcher T, de la Luna S, Ortin J (1997) Influenza virus NS1 protein interacts with viral transcription-replication complexes in vivo. J Gen Virol 78: 2447–51.
- 76. Robb CR, Smith M, Vreede FT, Fodor E (2009) NS2/NEP protein regulates transcription and replication of the influenza virus RNA genome. J Gen Virol 90: 1398–407. doi: 10.1099/vir.0.009639-0
- 77. Jin H, Zhou H, Liu H, Chan W, Adhikary L, et al. (2005) Two residues in the hemagglutinin of A/Fujian/411/02-like influenza viruses are responsible for antigenic drift from A/Panama/2007/99. Virology 336: 113–119. doi: 10.1016/j.virol.2005.03.010
- 78. Robertson JS, Nicolson C, Harvey R, Johnson R, Major D, et al. (2011) The development of vaccine viruses against pandemic A(H1N1) influenza. Vaccine 29: 1836–43. doi: 10.1016/j.vaccine.2010.12.044
- 79. Lu B, Zhou H, Chan W, Kemble G, Jin H (2006) Single amino acid substitutions in the hemagglutinin of influenza A/Singapore/21/2004 (H3N2) increase virus growth in embryonated chicken eggs. Vaccine 24: 6691–93. doi: 10.1016/j.vaccine.2006.05.062
- 80. Verity EE, Camuglia S, Agius CT, Ong C, Shaw R, et al. (2012) Rapid generation of pandemic influenza virus vaccine candidate strains using synthetic DNA. Influenza and Other Respiratory Viruses 6: 101–119. doi: 10.1111/j.1750-2659.2011.00273.x
- 81. Colman PM, Varghese JN, Laver WG (1983) Structure of the catalytic and antigenic sites in influenza virus neuraminidase. Nature 303: 41–44. doi: 10.1038/303041a0
- 82. Lamb RA, Choppin PW (1983) The gene structure and replication of influenza virus. Annu Rev Biochem 52: 467–506. doi: 10.1146/annurev.bi.52.070183.002343
- 83. Varghese JN, Laver WG, Colman PM (1983) Structure of the influenza virus glycoprotein antigen neuraminidase at 2.9 A resolution. Nature 303: 35–40. doi: 10.1038/303035a0
- 84. Mitnaul LJ, Matrosovich MN, Castrucci MR, Tuzikov AB, Bovin NV, et al. (2000) Balanced hemagglutinin and neuraminidase activities are critical for efficient replication of influenza A virus. J Virol 74: 6015–20. doi: 10.1128/JVI.74.13.6015-6020.2000
- 85. Vodeiko GM, McInnis J, Chizhikov V, Levandowski RA (2003) Genetic and phenotypic analysis of reassortants of high growth and low growth strains of influenza B virus. Vaccine 21: 3867–74. doi: 10.1016/S0264-410X(03)00312-8
- 86. Markoff L, Lai CJ (1982) Sequence of the influenza A/Udorn/72 (H3N2) virus neuraminidase gene as determined from cloned full-length DNA. Virology 119: 288–297. doi: 10.1016/0042-6822(82)90089-7
- 87. Kimchi-Sarfaty C, Oh JM, Kim IW, Sauna ZE, Calcagno AM, et al. (2007) A “silent” polymorphism in the MDR1 gene changes substrate specificity. Science 315: 525–528. doi: 10.1126/science.1135308
- 88. Parmley JL, Hurst LD (2007) How do synonymous mutations affect fitness? Bioassays 29: 515–519. doi: 10.1002/bies.20592
- 89. Nackley AG, Shabalina SA, Tchivileva IE, Satterfield K, Korchynskyi O, et al. (2006) Human catechol-O-methyltransferase haplotypes modulate protein expression by altering mRNA secondary structure. Science 314: 1930–33. doi: 10.1126/science.1131262
- 90. Jukes TH (1980) Silent nucleotide substitutions and the molecular evolutionary clock. Science 210: 973–978. doi: 10.1126/science.7434017
- 91. Bush RM, Bender CA, Subbarao K, Cox NJ, Fitch WM (1999) Predicting the evolution of human influenza A. Science. 286: 1921–25. doi: 10.1002/bies.20592
- 92. Miyata T, Yasunaga T (1980) Molecular evolution of mRNA: a method for estimating evolutionary rates of synonymous and amino acid substitutions from homologous nucleotide sequences and its application. J Mol Evol 16: 23–36. doi: 10.1007/BF01732067
- 93. Hamano T, Matsuo K, Hibi Y, Victoriano AF, Takahashi N, et al. (2007) A single-nucleotide synonymous mutation in the gag gene controlling human immunodeficiency virus type 1 virion production. J Virol 81: 1528–33. doi: 10.1128/JVI.01596-06
- 94. Novella IS, Zarate S, Metzger D, Ebendick-Corpus BE (2004) Positive selection of synonymous mutations in vesicular stomatitis virus. J Mol Biol 342: 1415–21. doi: 10.1016/j.jmb.2004.08.003
- 95. Plyusnin A, Vapalahti O, Lehvaslaiho H, Apekina N, Mikhailova T, et al. (1995) Genetic variation of wild Puumala viruses within the serotype, local rodent populations and individual animal. Virus Res 38: 25–41. doi: 10.1016/0168-1702(95)00038-R
- 96. Sironen T, Vaheri A, Plyusnin A (2001) Molecular evolution of Puumala Hantavirus. J Virol 75: 11803–10. doi: 10.1128/JVI.75.23.11803-11810.2001
- 97. Wong EHM, Smith DK, Rabadan R, Peiris M, Poon LL (2010) Codon usage bias and the evolution of influenza A viruses. BMC Evolutionary Biology 10: 253–66. doi: 10.1186/1471-2148-10-253
- 98. Kryazhimskiy S, Bazykin GA, Dushoff J (2008) Natural selection for nucleotide usage at synonymous and non-synonymous sites in the influenza A genes. J Virol 82: 4938–45. doi: 10.1128/JVI.02415-07
- 99. Rabadan R, Levine AJ, Robins H (2006) Comparison of avian and human influenza A viruses reveals a mutational bias on the viral genomes. J Virol 80: 11887–91. doi: 10.1128/JVI.01414-06
- 100. Greenbaum BD, Rabadan R, Levine AJ (2009) Patterns of oligonucleotides sequences in viral and host cell RNA identify mediators of the host innate immune system. PLOS ONE 4: e5969. doi: 10.1371/journal.pone.0005969
- 101. Ludwig S, Pleschka S, Planz O, Wolff T (2006) Ringing the alarm bells: signaling and apoptosis in influenza virus infected cells. Cell Microbiol 8: 375–86. doi: 10.1111/j.1462-5822.2005.00678.x