Marker SNP loci with extreme major allele fraction (above 0.8) are excluded as many of these loci are falsely called homozygous by sequencing errors. When multiple SNP loci were found for agene in sample j, the average allelic imbalance across all of the marker SNP loci was used to represent that gene.