RNA was isolated from tumors using the AllPrep DNA/RNA/miRNA Universal Kit (Qiagen) as per manufacturer's protocols. Sequencing was performed at the Roswell Park Genomics Shared Resource core facility, and sequencing libraries prepared with the TruSeq Stranded Total RNA kit (Illumina Inc), from 1ug total RNA.