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Speaker: Tandy Warnow, Founder Professor of Engineering, Computer Science
Department, University of Illinois
Location: Program for Evolutionary Dynamics, One Brattle Square
Time: Friday, October 16, 4pm
Title: Grand Challenges in Phylogenomics
Estimating the Tree of Life will likely involve a two-step procedure, where in
the first step trees are estimated on many genes, and then the gene trees are
combined into a tree on all the taxa. However, the true gene trees may not agree
with with the species tree due to biological processes such as deep coalescence,
gene duplication and loss, and horizontal gene transfer. Statistically
consistent methods based on the multi-species coalescent model have been
developed to estimate species trees in the presence of incomplete lineage
sorting; however, the relative accuracy of these methods compared to the usual
"concatenation" approach is a matter of substantial debate within the research
I will present results showing that coalescent-based estimation methods are
impacted by gene tree estimation error, so that they can be less accurate than
concatenation in many cases. I will also present two new methods (ASTRAL and
statistical binning) for estimating species trees in the presence of gene tree
conflict due to ILS that are more accurate than current methods. Key to these
methods is addressing gene tree estimation error more effectively. Finally, I
will present open problems in this area.
ASTRAL (Mirarab et al., Bioinformatics 2014) was used in the Thousand Plant
Transcriptome Project (Wickett et al., PNAS 2014), and Statistical Binning
(Mirarab et al., Science 2014) was used in the Avian Phylogenomics Project
(Jarvis, Mirarab, et al., Science 2014).