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Correcting for cancer genome size and tumour cell content enables better estimation of copy number alterations from next-generation sequence data

by: Arief Gusnanto, Henry M. Wood, Yudi Pawitan, Pamela Rabbitts, Stefano Berri
Bioinformatics, Vol. 28, No. 1. (01 January 2012), pp. 40-47, doi:10.1093/bioinformatics/btr593  Key: citeulike:9959664

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Abstract

Motivation: Comparison of read depths from next-generation sequencing between cancer and normal cells makes the estimation of copy number alteration (CNA) possible, even at very low coverage. However, estimating CNA from patients' tumour samples poses considerable challenges due to infiltration with normal cells and aneuploid cancer genomes. Here we provide a method that corrects contamination with normal cells and adjusts for genomes of different sizes so that the actual copy number of each region can be estimated.


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