Informatics Seminar: Sergey Aganezov of the Johns Hopkins Whiting School of Engineering
Sergey Aganezov, PhD will be speaking at our Informatis Seminar. Dr. Aganezov is a computer science postdoctoral research fellow at the Johns Hopkins Whiting School of Engineering.
Title: Reconstruction of clone- and haplotype-specific cancer genomes karyotypes from tumor mixtures
Abstract: We introduce a novel method, Reconstructing Cancer Karotypes (RCK), for reconstructing one or more rearranged cancer genomes, or clones, that best explain the read alignments from a bulk tumor sample. RCK leverages specific evolutionary constraints on the somatic mutation process in cancer in order to reduce ambiguity in the deconvolution of admixed DNA sequence data into multiple haplotype-specific cancer clones. In particular, RCK relies on the infinite sites assumption that a genome rearrangement is highly unlikely to occur at the same nucleotide position more than once during somatic evolution. Earlier methods for analyzing cancer genome rearrangements (e.g.PREGO,Weaver,andReMixT) rely on weaker forms on the infinite sites assumption that do not account for the diploid nature of the human genome and the presence of multiple clones within a tumor. As a result, we show that these other methods can yield highly improbable reconstructions.
JOIN US FOR A ROUND TABLE LUNCH!
Date: Tuesday November 13th, Seminar from 12:00 – 1pm / Round Table Lunch from 1 – 2pm
Location: GW Science & Engineering Hall, Conference room 2000.