Evolutionary trajectories of two distinct avian influenza epidemics: Parallelisms and divergences

Infect Genet Evol. 2015 Aug:34:457-66. doi: 10.1016/j.meegid.2015.05.020. Epub 2015 May 20.


Influenza A virus can quickly acquire genetic mutations that may be associated with increased virulence, host switching or antigenic changes. To provide new insights into the evolutionary dynamics and the adaptive strategies of distinct avian influenza lineages in response to environmental and host factors, we compared two distinct avian influenza epidemics caused by the H7N1 and H7N3 subtypes that circulated under similar epidemiological conditions, including the same domestic species reared in the same densely populated poultry area for similar periods of time. The two strains appear to have experienced largely divergent evolution: the H7N1 viruses evolved into a highly pathogenic form, while the H7N3 did not. However, a more detailed molecular and evolutionary analysis revealed several common features: (i) the independent acquisition of 32 identical mutations throughout the entire genome; (ii) the evolution and persistence of two sole genetic groups with similar genetic characteristics; (iii) a comparable pattern of amino acid variability of the HA proteins during the low pathogenic epidemics; and (iv) similar rates of nucleotide substitutions. These findings suggest that the evolutionary trajectories of viruses with the same virulence level circulating in analogous epidemiological conditions may be similar. In addition, our deep sequencing analysis of 15 samples revealed that 17 of the 32 parallel mutations were already present at the beginning of the two epidemics, suggesting that fixation of these mutations may occur with different mechanisms, which may depend on the fitness gain provided by each mutation. This highlighted the difficulties in predicting the acquisition of mutations that can be correlated to viral adaptation to specific epidemiological conditions or to changes in virus virulence.

Keywords: Avian influenza virus; Deep sequencing; Evolutionary dynamics; H7 subtype; Molecular analysis; Parallel evolution.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acid Substitution
  • Animals
  • Epidemics*
  • Evolution, Molecular*
  • Gene Frequency
  • Hemagglutinin Glycoproteins, Influenza Virus / chemistry
  • Hemagglutinin Glycoproteins, Influenza Virus / genetics
  • Influenza A Virus, H7N1 Subtype / genetics*
  • Influenza A Virus, H7N3 Subtype / genetics*
  • Influenza in Birds / epidemiology
  • Influenza in Birds / virology*
  • Likelihood Functions
  • Phylogeny
  • Poultry / virology
  • Poultry Diseases / epidemiology
  • Poultry Diseases / virology*
  • Selection, Genetic


  • Hemagglutinin Glycoproteins, Influenza Virus