Conceived and designed the experiments: J. Ye, E. Sorrell, D. Perez. Performed the experiments: J. Ye, E. Sorrell, Y. Cai, H. Shao, K. Xu, L. Pena, D. Hickman, M. Angel. Analyzed the data: J. Ye, E. Sorrell, H. Shao, L. Pena, D. Hickman, R. Medoma. B. Manicassamy, A. Garcia-Sastre, D. Perez. Contributed reagents/materials/analysis tools: Y. Cai, H. Shao, K. Xu, L. Pena, D. Hickman, H. Song, R. Medina, B. Manicassamy, A. Garcia-Sastre. Wrote the paper: J. Ye, E. Sorrell, M. Angel, D. Perez.
A novel, swine-origin influenza H1N1 virus (H1N1pdm) caused the first pandemic of the 21st century. This pandemic, although efficient in transmission, is mild in virulence. This atypical mild pandemic season has raised concerns regarding the potential of this virus to acquire additional virulence markers either through further adaptation or possibly by immune pressure in the human host. Using the mouse model we generated, within a single round of infection with A/California/04/09/H1N1 (Ca/04), a virus lethal in mice—herein referred to as mouse-adapted Ca/04 (ma-Ca/04). Five amino acid substitutions were found in the genome of ma-Ca/04: 3 in HA (D131E, S186P and A198E), 1 in PA (E298K) and 1 in NP (D101G). Reverse genetics analyses of these mutations indicate that all five mutations from ma-Ca/04 contributed to the lethal phenotype; however, the D131E and S186P mutations—which are also found in the 1918 and seasonal H1N1 viruses—in HA alone were sufficient to confer virulence of Ca/04 in mice. HI assays against H1N1pdm demonstrate that the D131E and S186P mutations caused minor antigenic changes and, likely, affected receptor binding. The rapid selection of ma-Ca/04 in mice suggests that a virus containing this constellation of amino acids might have already been present in Ca/04, likely as minor quasispecies.
The 19th century experienced three major influenza pandemics: the Spanish flu of 1918 (H1N1), the Asian flu of 1957 (H2N2) and the Hong Kong flu of 1968 (H3N2). These pandemics were introduced into the human population through the accumulation of avian and human influenza genes (genetic reassortment), creating with each pandemic a novel influenza virus, one that the human population had not been exposed to. These pandemics were associated with high morbidity and mortality; the 1918 pandemic was responsible for an estimated 40 million deaths. In April 2009, a novel, swine-origin influenza H1N1 virus (H1N1pdm) caused the first influenza pandemic of the 21st century. This pandemic was a result of genetic reassortment between not only human and avian influenza genes, but also swine influenza genes. This H1N1 pandemic, although efficient in human-to-human transmission, differed greatly from the previous pandemics in its mild virulence. This atypical mild pandemic season has raised concerns regarding the potential of this virus to become more virulent. Using a mouse model, we were able to demonstrate that this pandemic strain is amenable to mutations that lead to a more virulent virus.
In April 2009, a novel H1N1 influenza virus (H1N1pdm) emerged in North America causing the first influenza pandemic of the 21st century
To date there are no conclusive reports that indicate an increase in virulence of the H1N1pdm virus, although some severe cases have been associated with a D222G mutation on the HA
Pathogenesis studies have been performed in mice and other animal models in order to elucidate the H1N1pdm virus's molecular markers of virulence
A) % Body weight changes and B) % survival of Balb/c (n = 4) and DBA (n = 4) mice inoculated intranasally with 5.4×105 TCID50 of Ca/04. DBA-Balb/c corresponds to Balb/c mice infected with lung homogenates containing the first passage Ca/04 virus from DBA mice. C) Growth kinetics of Ca/04 and ma-Ca/04 in MDCK cells. Viruses were inoculated at a multiplicity of infection of 0.001. Supernatants were collected at the indicated time points and titrated in MDCK cells by TCID50. D) Balb/c mice inoculated intranasally with 1.2×104 TCID50 of ma-Ca/04 or Ca/04. Lungs from infected mice (n = 3/time point) were collected at 3 and 6 dpi, homogenized and virus titers measured in MDCK cells by TCID50. Results are expressed as log10 TCID50/gr of tissue. E, F, G) Balb/c mouse lungs were collected at 3 dpi as described in D and fixed in 10% formalin, embedded in paraffin and sectioned. Serial sections were stained with H&E and the images were captured at ×20 magnification. E) Mock infected lung, F), Ca/04-infected lung, G) ma-Ca/04-infected lung.
Because we could not rule out the possibility that the lethality of the virus present in the DBA-mouse lung homogenates was not due to the presence of cytokines and other substances toxic to Balb/c mice, lung homogenates from the Balb/c mice were grown in MDCK cells and the virus obtained was arbitrarily designated as mouse-adapted Ca/04 (ma-Ca/04). In vitro growth kinetics revealed that the ma-Ca/04 virus grew faster and yielded more than 10-fold higher titers than Ca/04 in MDCK cells (
| Virus | MLD50 (log10TCID50) |
| Ca/04 | >6.0 |
| ma-Ca/04 | 3.3 |
| maHA1:7Ca/04 | 6.0 |
| maHA-PA2:6Ca/04 | 4.6 |
| maHA-NP2:6Ca/04 | 4.8 |
| maHA-PA-NP3:5Ca/04 | 3.8 |
| NL/602 | 6.0 |
| NY/18HA1:7NL/602 | >6.0 |
| maHA1:7NL/602 | 3.4 |
*Ca/04, A/California/04/09 (H1N1); ma-Ca/04, mouse-adapted Ca/04; maHA1:7Ca/04, recombinant carrying the HA gene from ma-Ca/04 and remaining 7 genes from Ca/04; maHA-PA2:6Ca/04, recombinant carrying the HA and PA genes from ma-Ca/04 and remaining 6 genes from Ca/04; maHA-NP2:6Ca/04, recombinant carrying the HA and NP genes from ma-Ca/04 and remaining 6 genes from Ca/04; maHA-PA-NP3:5Ca/04, recombinant carrying the HA, PA, and NP genes from ma-Ca/04 and remaining 5 genes from Ca/04; NL/602, A/Netherlands/602/09 (H1N1); NY/18HA1:7NL/602, recombinant carrying the HA gene from A/New York/18/09 (H1N1) and remaining 7 genes from NL/602; maHA1:7NL/602, recombinant carrying the HA gene from ma-Ca/04 and remaining 7 genes from NL/602.
To determine whether mouse adaptation of the Ca/04 virus resulted in an altered fitness for other mammalian species, we compared the replication and transmission of ma-Ca/04 to Ca/04 in ferrets. Infected, direct contact and respiratory contact ferrets in the ma-Ca/04-infected and Ca/04-infected groups shed similar amounts of virus over time (
A) Four groups of ferrets consisting of 1 infected, 1 direct contact (DC), and 1 respiratory contact (RC) per group were infected with 106 TCID50 of ma-Ca/04 as described in materials and methods. The graph represents the average ± SD of virus shedding (log10 TCID50/ml of nasal wash) over time (in days, dpi) of inoculated (infected, grey open squares), direct contacts (orange triangles), and respiratory contact ferrets (purple squares). B) Two groups of ferrets consisting of 1 infected, 1 direct contact (DC), and 1 respiratory contact (RC) per group were infected with 106 TCID50 of Ca/04 as described in materials and methods. The graph represents the average ± SD of virus shedding (log10 TCID50/ml of nasal wash) over time (in days, dpi) of inoculated (infected, blue open squares), direct contacts (green diamonds), and respiratory contact ferrets (red dots). Transmission was monitored by titrating the amount of virus in the nasal washes of ferrets collected daily. BLD, below limit of detection (0.699 log10 TCID50/ml). C) Two ferrets/group were infected with 106 TCID50 of either Ca/04 or ma-Ca/04. Infected ferrets were euthanized at 4 dpi and brains, olfactory bulbs nasal turbinates, tracheas, and lungs were collected, homogenized and titrated in MDCK cells by TCID50. Results show log10 TCID50/gr of tissue.
To identify the molecular markers responsible for the virulence of ma-Ca/04 in Balb/c mice, the viral genome was sequenced and compared to Ca/04, as well as other H1N1pdm influenza strains. Sequence analysis revealed that only five amino acid substitutions had occurred during the adaptation of Ca/04: 3 in HA (D131E, S186P and A198E, based on the mature 1918 virus HA protein sequence
A) Side view of the H1 HA trimeric structure based on A/South Carolina/1/1918 (H1N1) (PDB code: 1RUZ)
| Virus | HA | PA | NP | ||
| 131 | 186 | 198 | 298 | 101 | |
| Ca/04 | D | S | A | E | D |
| ma-Ca/04 | |||||
| A/Netherlands/602/2009 (H1N1) | D | S | A | E | D |
| A/New York/18/2009 (H1N1) | D | S | A | E | D |
| A/Hiroshima/220/2009 (H1N1) | S | A | E | D | |
| A/Singapore/TLL52/2009 (H1N1) | S | A | E | D | |
| A/Ohio/07/2009 (H1N1) | S | A | E | D | |
| A/New York/09/2009 (H1N1) | S | A | E | D | |
| A/New York/12/2009 (H1N1) | S | A | E | D | |
| A/New York/39/2009 (H1N1) | S | A | E | D | |
| A/Mexico/4108/2009 (H1N1) | D | S | A | E | |
| A/Korea/01/2009 (H1N1) | D | S | A | D | |
| A/Ankara/17/2009 (H1N1) | D | A | - | - | |
| A/Kansas/03/2009 (H1N1) | D | A | E | D | |
| A/California/VRDL7/2009 (H1N1) | D | A | E | D | |
| A/Ontario/10016/2009 (H1N1) | D | A | E | D | |
| A/Ontario/25913/2009 (H1N1) | D | A | E | D | |
| A/Swine/NC/19646/2010 (H1N1) | D | A | - | ||
| A/Brevig Mission/1/1918 (H1N1) | A | E | D | ||
| A/New York/1/1918 (H1N1) | A | - | - | ||
| A/South Carolina/1/1918 (H1N1) | A | - | - | ||
| A/London/1/1918 (H1N1) | A | - | - | ||
| A/London/1/1919 (H1N1) | A | - | - | ||
(-) No sequence information.
*2009 pandemic H1N1 strain isolated from swine population.
Although the ma-Ca/04 point mutations in ma-PA (E298K) and ma-NP (D101G) are present in naturally occurring H1N1pdm strains, they are not reflected in the consensus sequences for these two viral proteins. Therefore, we wanted to evaluate if such mutations affect polymerase activity. We assessed activity, using an influenza minigenome assay consisting of a secreted luciferase influenza replicon and plasmids encoding the polymerase complex and NP - as described in materials and methods. Polymerase activity was tested at different times post-transfection. The ma-PA and ma-NP were tested individually, as well as in combination, in the Ca/04 background, and compared to Ca/04 (
A) Polymerase activity measured with mini-genome assay. Each transfection consisted of 6 plasmids encoding a minigenome influenza replicon (Gluc flanked by influenza NS gene untranslated regions), PB1, PB2, PA, NP encoding plasmids from Ca/04 (or ma-Ca/04 as indicated) and SEAP (used to normalize transfection efficiency). Relative activity calculated as the fold difference in the ratio of Luc/SEAP activity as described in materials and methods. Data corresponds to three independent experiments with samples run in duplicates. The maPA corresponds to transfection of the ma-Ca/04 PA gene, the maPA-NP corresponds to transfection of the ma-Ca/04 PA and ma-Ca/04 NP genes, the maNP corresponds to transfection of the ma-Ca/04 NP gene, the caPA-NP corresponds to transfection of the Ca/04 PA and Ca/04 NP genes, and pDP2002 corresponds to empty vector control, respectively, in the minigenome assay. B) Growth kinetics of recombinants of Ca/04 carrying either HA (maHA1:7Ca/04), HA and PA (maHA-PA2:6Ca/04), HA and NP (maHA-NP2:6Ca/04), or HA, PA, and NP (maHA-PA-NP3:5Ca/04) from ma-Ca/04. Viruses were inoculated at a multiplicity of infection of 0.001. Supernatants were collected at the indicated time points and titrated in MDCK cells by TCID50. C) % body weight over time in Balb/c mice (n = 3) infected with viruses produced in B) (1.2×105 TCID50/mouse). D) % body weight over time in Balb/c mice (n = 3) infected with recombinant viruses of NL/602 carrying either the wt HA from NL/602 (NL/602), ma-Ca/04 HA (maHA1:7NL/602) or NY/18 HA (8.0×104 TCID50/mouse). E) and F) % body weight over time in Balb/c mice (n = 5) infected with recombinants carrying single, double or triple mutations in HA in the backbone of Ca/04 (8.0×104 TCID50/mouse). G) Mice (n = 6/virus) inoculated intranasally with mutants produced in E) (8.0×104 TCID50/mouse). Lungs from infected mice (n = 3/time point) were collected at 3 and 6 dpi, homogenized and virus titers measured in MDCK cells by TCID50. Results are expressed as log10 TCID50/gr of tissue.
To determine the role of each ma-Ca/04 mutation in the virulence phenotype, the HA, PA and NP genes from the ma-Ca/04 were cloned in a reverse genetics vector as previously described
In order to confirm whether the virulent phenotype imparted by mutations in the HA of ma-Ca/04, could modulate the virulence of related H1N1pdm viruses, we generated additional viruses in the backbone of A/Netherlands/602/09 (H1N1) –NL/602- (
Since the D131E and S186P mutations in the HA of ma-Ca/04 resemble amino acids present on the HA of the 1918 pandemic viruses (
Mice infected with either double (131E/186P) or triple (131E/186P/198E) HA mutant virus lost weight rapidly. The average maximum body weight loss of mice infected with 131E/186P or 131E/186P/198E was 18% and 22%, respectively (
Given that positions 131, 186 and 198 in HA are located within or in close proximity to major antigenic sites and that 186 is within the RBS pocket (
| Antibody | Virus | |||||||
| Ca/04 | 131E | 186P | 198E | 131E/186P | 131E/198E | 186P/198E | 131E/186P/198E | |
| 3200426732003200 | 4001067667800 | 10671067800667 | 6400853353335333 | 400667400400 | 6400640042673200 | 5333640042673200 | 2133266716001600 | |
| 1024 | 4096 | 8192 | 256 | 8192 | 1024 | 4096 | 8192 | |
| 8192 | 8192 | 8192 | 8192 | 8192 | 8192 | 8192 | 8192 | |
, HI titers using 4 different ferret sera raised against Ca/04 obtained by reverse genetics.
We have shown that the D131E and S186P mutations increased the virulence for mice and conferred minor antigenic changes to the Ca/04 H1N1pdm virus. To determine the prevalence of such mutations we evaluated the host adaptation and/or host selection profile of H1 HA proteins from avian, swine, and human influenza viruses. From 1930 to 1998, 100% of H1 HAs from North American swine H1N1 isolates carried 131E, whereas 97% of them had 186P (including the prototype strain A/swine/Iowa/15/1930, SW30). North American swine H1N1 viruses started to carry the 131D and 186S mutations from 1999 onward. Analyses of swine H1 influenza sequences in Genbank indicate that from 1999 to 2009, North American swine H1N1 contain 81% 131D and 67% 186S. This data indicates a dominant presence of 131D and 186S in the recent North American swine H1N1 viruses, which have resulted through evolution in the swine population. In contrast, 100% of avian H1N1 influenza viruses, isolates collected from 1976 to 2009, carry 131E and 98% encode for 186P. Only one isolate, A/quail/Nanchang/12-340/2000 (H1N1), possesses 186S. Interestingly, up until 1919, 100% of human H1N1 strains contained 131E and 186P (1918-like H1N1 strains). Unfortunately there is a hiatus of influenza sequence information from 1920 to 1932; however, from 1933 to 1997, only 6% of the human H1 isolates contained 186P. The S186P mutation was prominent from 1998 to 2000 (86%) and now dominates since 2000 (99% isolates). In human strains, position 131 has transitioned from E131 to N131, and then to practically 100% of T131. With the exception of prior swine influenza strains that sporadically crossed to humans, no human H1N1 strain carried D131 until the introduction of H1N1pdm viruses. Since the 131E and 186P mutations were present in the 1918 H1N1 viruses of avian origin, we refer to these as avian-type mutations whereas the 131D and 186S mutations are labeled as swine-like mutations. Our analysis suggests that in humans, H1 influenza viruses have shown predilection for the 131E, 186P avian-type combination, which could lead to viruses with altered virulence phenotypes.
The 2009 pandemic H1N1 prototypical strain, A/California/04/2009 (Ca/04), was isolated from a pediatric patient with uncomplicated, upper respiratory tract illness
Sequence analysis revealed that mutations found in ma-Ca/04 are also found scattered throughout other H1N1pdm strains, although the combination of E131, P186, and E198 in HA, K298 in PA and G101 in NP were unique to ma-Ca/04. The quick selection of ma-Ca/04 in mice suggests that a virus with this constellation of amino acids might have been already present in Ca/04, likely as minor quasispecies. In this regard, it is important to consider the limited understanding of influenza quasispecies for their potential contribution to host range and evasion of immune surveillance, despite the great wealth of knowledge stemming from the current influenza genome sequencing efforts. Selection of the S186P mutation was obtained independently by plaque purification of the Ca/04 virus in MDCK cells, indicating that a mixed population is likely to exist (not shown). However, we did not isolate the other four mutations observed after a single passage of Ca/04 in DBA/J2 mice. It must be noted that plaque selection may not necessarily be the best method to look for quasispecies as plaque purification itself is simply another selection method for a virus population that can create plaques. Sequence analysis of field isolates indicate mixed populations at positions 131 and 186, which we would like to speculate may be due to host pressure. In this regard, the ideal approach for understanding influenza quasispecies would be to rely on deep sequencing of viruses present in the original swab sample. Such an approach is beyond the scope of the present report. We must also note that we did not attempt to adapt the virus directly in Balb/c mice, which could have resulted in a different set of mouse-adapted mutations, unlike those described in this report. In fact, this is indeed the case as reported by Jacobs et al. (pers. communication). At the time of writing of this report, Ilyushina et al reported the adaptation of two H1N1pdm viruses, including Ca/04, in Balb/c mice (J. Virol. 2010, in press). Interestingly, nine amino acid positions were under selective pressure including four in the ribonucleoprotein (RNP) complex (PB2 E158G/A, PA L295P, NP D101G, and NP H289Y) and five in the HA glycoprotein (K119N, G155E, S183P, R221K, and D222G – H1 HA numbering). Interestingly, NP D101G and HA S183P (186 in H3 numbering) were also found in our study. In this latter report, however, the effects for virulence in mice of amino acid mutations on the HA were not analyzed. Our report clearly shows a significant impact on virulence in mice provided by the 186P mutation, particularly in the context of the 131E mutation.
Our results demonstrate the association between minor antigenic changes involved in receptor binding and modulation of virulence of influenza strains. The seasonality of influenza is thought to occur, at least in part, due to the virus's ability to evade immune surveillance through antigenic drift. Less is known about how antigenic changes lead to changes in virulence. In this report we show that two amino acid mutations in the H1N1pdm HA, at positions 131 and 186, can modulate virulence for mice. Based on our extensive sequence analysis, we would like to speculate that these amino acids are also responsible, among other potential factors, for the mild presentation of the H1N1pdm in humans. We consider the tracking of changes like these on the HA molecule to be important to predict the evolutionary virulence of the new H1N1pdm viruses.
A/California/04/09 (H1N1) (Ca/04) and A/New York/18/09 (H1N1) (NY/18) were kindly provided by the Centers for Disease Control and Prevention (CDC), Atlanta, Georgia. These viruses were provided as passage 2 viruses in MDCK cells. Passage 3 viruses were generated and stocks prepared and maintained at −70°C until use. Alternatively, stocks were prepared using viruses rescued by reverse genetics as indicated below. The A/Netherlands/602/09 has been previously described and was obtained by reverse genetics using plasmids kindly provided by Ron Fouchier, Erasmus Medical Center, The Netherlands
Five-week-old female mice (Balb/c and DBA/J2) (Charles River Laboratories) were anaesthetized with isofluorane before intranasal inoculation with 50 µl virus suspension. In an initial evaluation, DBA/J2 and Balb/c mice (n = 4) were infected intranasally with the Ca/04 virus (5.4×105 TCID50). Body weight changes and survival were recorded daily. Mice presenting ≥25% body weight loss were humanely euthanized and counted as dead. For adaptation studies lungs were collected from DBA/J2 mice, which succumbed to infection with Ca/04 (n = 2). Lungs were homogenized in PBS with antibiotics. After centrifugation at 6,000 rpm for 10 min, 50 µl of supernatant from the homogenate was passaged to naïve Balb/c mice (n = 3). Lungs from these infected Balb/c mice were then homogenized and inoculated into MDCK cells to prepare a virus stock. The 50% mouse lethal dose (MLD50) was calculated using different virus doses in Balb/c and DBA mice (n = 3/per virus dose). Body weight and survival were recorded daily until 14 dpi. To evaluate the replication tropism of selected H1N1 pdm viruses in mice, lungs were collected at 3 and 5 dpi and titrated in MDCK cells. For histopathology analysis, mouse lungs collected at 3 dpi were fixed in 10% formalin, embedded in paraffin, sectioned and stained with hematoxylin and eosin (H&E). In order to evaluate differences in virulence of Ca/04 compared to related ma-Ca/04-derived mutants, the virus doses were adjusted to 8.0×104 TCID50/mouse.
The experimental design to study transmission of influenza in ferrets has been previously described
Animal studies were conducted under ABSL-3 conditions approved by USDA and performed according to the protocol R-09-93 “Transmissibility of Influenza A Viruses” approved by the Institutional Animal Care and Use Committee of the University of Maryland.
The vRNA and cDNA were prepared as previously described
The 8 gene segments of Ca/04 (passage 2 in MDCK cell) and ma-Ca/04 (stock, passage1 in MDCK cell) were amplified by RT-PCR and cloned in the bidirectional reverse genetics plasmid pDP2002
A model viral RNA (vRNA), consisting of the Gaussia Luciferase (GLuc) open reading frame flanked by the non-coding regions of the influenza NS segment was used to assess polymerase activity in a minigenome reconstitution assay. Briefly, 293T cells were seeded in 6-well plates and transfected with 1 µg of the reporter plasmid along with 1 µg of each of expression plasmids encoding PB2, PB1, PA and NP using the TransIT-LT1 (Mirus, Madison, WI) reagent following the recommendations of the manufacturer. In addition, the pCMV/SEAP plasmid, which encodes a secreted alkaline phosphatase gene, was co-transfected into the cells to normalize the transfection efficiency. At the indicated time points, supernatant from transfected cells were harvested and assayed for both luciferase and secreted alkaline phosphatase activities using either the BioLux Gaussia Luciferase Assay Kit (NEB, Ipswich, MA) or the Phospha-Light Secreted Alkaline Phosphatase Reporter Gene Assay System (A&D, Foster City, CA) according to the manufacturers' recommendation. Relative polymerase activity was calculated as the ratio of luciferase versus SEAP luminescence for three independent experiments with duplicate samples.
Graphs were produced and statistical analysis performed using the Prism software package (GraphPad Software Inc., La Jolla, CA).
Peak virus titers and clinical signs in groups of ferrets infected with either ma-Ca/04 or Ca/04 viruses.
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Viral antigen distribution in lungs of H1N1pdm infected mice. Immunohistochemistry staining was performed using a biotin-conjugated monoclonal antibody prepared in our laboratory (3B2-Biotin) against the HA protein of the H1N1pdm virus and horseradish peroxidase-conjugated streptavidin. The viral antigen was visualized using AEC substrate set (BD Biosciences, California, USA). Lungs from Ca/04- and ma-Ca/04-infected Balb/c mice were collected at 3 dpi. Ca/04 virus antigen staining was detected in the bronchiolar lumen (A and B), however only rarely detected in the alveolar area (C). Infection with ma-Ca/04 resulted in the accumulation of extensive virus antigen positive cells in the bronchiolar lumen (D and E), and also focal positive staining could be detected in the alveolar area (F).
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Clinical signs in ferrets infected with either Ca/04 or ma-Ca/04. A) Median of % body weight changes over time for ferrets infected with ma-Ca/04. Values were normalized using the average of body weights of inoculated ferrets at 0 (zero) dpi and represent the median values obtained from 4 groups of ferrets as described in
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We are indebted to Yonas Araya, Theresa Wolter, and Ivan Gomez-Osorio for their excellent laboratory techniques and animal handling assistance. We would like to thank Andrea Ferrero for her laboratory managerial skills and the Centers for Disease Control and Prevention (CDC), Atlanta, GA, for supplying the wild type viruses used in this study. We would also like to thank Dr. Ron Fouchier, Erasmus Medical Center, The Netherlands for the NL/602 plasmids and Dr. Hongquan Wan, CDC, for his assistance with histopathological analysis.
The authors have declared that no competing interests exist.
This research was possible through funding by the CDC-HHS grant (1U01CI000355), NIAID-NIH grant, (R01AI052155), CSREES-USDA grant (1865-05523), and NIAID-NIH contract (HHSN266186700010C). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.