flu-crew / n2-diversity

Analysis files and graphics for Zeller et al. (swine IAV N2.2002 neuraminidase from 2009-2018)
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Spatial and temporal coevolution of N2 neuraminidase and H1 and H3 hemagglutinin genes of influenza A virus in swine

Graphics and analysis files for the analysis of the N2.2002 neuraminidase from 2009-2018 (swine) in the manuscript:

Zeller, M.A., Chang, J., Vincent, A.L., Gauger, P.C., and Anderson, T.K. Spatial and temporal coevolution of N2 neuraminidase and H1 and H3 hemagglutinin genes of influenza A virus in swine. bioRxiv Preprint doi:10.1101/2020.05.29.123828.

Abstract: The neuraminidase (NA) and hemagglutinin (HA) are essential surface glycoproteins of influenza A virus (IAV). In this study, the evolution of subtype N2 NA paired with H1 and H3 subtype HA in swine was evaluated to understand if genetic diversity of HA and NA were linked. Using time-scaled Bayesian phylodynamic analyses, the relationships of paired swine N2 with H1 or H3 from 2009 to 2018 were evaluated. These data demonstrated increased relative genetic diversity within the major N2 clades circulating in swine (N2.1998 between 2014-2017 and N2.2002 between 2010-2016). Relative genetic diversity of NA-HA pairs (e.g., N2.1998B/ H1.Delta1B) were correlated. Preferential pairing was observed among specific NA and HA genetic clades and gene reassortment between cocirculating influenza A strains resulted in novel pairings that persisted. The expansion of genetic diversity in the NA gene was quantified and increases in diversity and selective sweeps were observed subsequent to novel NA-HA reassortment events. The rate of evolution among NA-N2 clades and HA-H1 and HA-H3 clades were similar. The frequent regional movement of pigs and their influenza viruses is a possible explanation driving this pattern of drift, reassortment, and rapid evolution. Bayesian phylodynamic analyses demonstrated strong spatial patterns in N2 genetic diversity, and that frequent interstate movement of N2 clades homogenized diversity. The reassortment and evolution of NA and its influence on HA evolution may affect antigenic drift, impacting vaccine control programs and animal health.

Measuring effective population size

Effective population size studies were run using BEAST 1.8.4 in duplicate. The seeds for the runs as such

Phylogenetic clade BEAST XML location Run1 Run2
N2.1998 (full) N2.1998_eps/n2_98_refined.aln.xml 1540330733520 1540330926474
N2.2002 (full) N2.2002_eps/n2_02_refined2.aln.xml 1542054165048 1542054280700
N2.1998A figures1_figures5_split_eps_plots/98A.aln.xml 1546965014683 1546965036074
N2.1998B figures1_figures5_split_eps_plots/98B.aln.xml 1546965075418 1547148808634
N2.2002A figures1_figures5_split_eps_plots/02A.aln.xml 1547148566418 1546975888745
N2.2002B figures1_figures5_split_eps_plots/02B.aln.xml 1546975916323 1546975934694
H1.Delta2 figures1_figures5_split_eps_plots/delta2.xml 1542906315381 1542906092756
N2.2002A (paired with H1.Delta1b) figures1_figures5_split_eps_plots/2002A_with_delta1b.aln.xml 1551826266183 1552491185349
H1.Delta1b (paired with N2.2002A) figures1_figures5_split_eps_plots/Delta1b.aln.xml 1551826286917 1552491078775