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Full-Text Articles in Medicine and Health Sciences

Sequence-Based Antigenic Change Prediction By A Sparse Learning Method Incorporating Co-Evolutionary Information., Jialiang Yang, Tong Zhang, Xiu-Feng Wan Sep 2014

Sequence-Based Antigenic Change Prediction By A Sparse Learning Method Incorporating Co-Evolutionary Information., Jialiang Yang, Tong Zhang, Xiu-Feng Wan

College of Veterinary Medicine Publications and Scholarship

Rapid identification of influenza antigenic variants will be critical in selecting optimal vaccine candidates and thus a key to developing an effective vaccination program. Recent studies suggest that multiple simultaneous mutations at antigenic sites accumulatively enhance antigenic drift of influenza A viruses. However, pre-existing methods on antigenic variant identification are based on analyses from individual sites. Because the impacts of these co-evolved sites on influenza antigenicity may not be additive, it will be critical to quantify the impact of not only those single mutations but also multiple simultaneous mutations or co-evolved sites. Here, we developed and applied a computational method, …


Evidence Of Positive Selection In Mitochondrial Complexes I And V Of The African Elephant., Tabitha M. Finch, Nan Zhao, Dmitry Korkin, Katy H. Frederick, Lori S. Eggert Apr 2014

Evidence Of Positive Selection In Mitochondrial Complexes I And V Of The African Elephant., Tabitha M. Finch, Nan Zhao, Dmitry Korkin, Katy H. Frederick, Lori S. Eggert

College of Veterinary Medicine Publications and Scholarship

As species evolve, they become adapted to their local environments. Detecting the genetic signature of selection and connecting that to the phenotype of the organism, however, is challenging. Here we report using an integrative approach that combines DNA sequencing with structural biology analyses to assess the effect of selection on residues in the mitochondrial DNA of the two species of African elephants. We detected evidence of positive selection acting on residues in complexes I and V, and we used homology protein structure modeling to assess the effect of the biochemical properties of the selected residues on the enzyme structure. Given …