The same FFPE tissue blocks sampled in TMAs, and analyzed by IHC, were also analyzed for expression of genes related to immune cell subtypes. Five micrometer sections of FFPE tumor specimens were submitted to HTG Molecular (Tucson, AZ) for this gene expression analysis using the HTG EdgeSeq Immuno-Oncology Assay, which included 558 probes with 15 housekeeper genes, 5 negative and 4 positive processor controls. For this analysis, functional DNA Nuclease Protection Probes (NPPs) are flanked by universal wing sequences that are hybridized to the target RNAs. S1 nuclease is added to digest excess non-hybridized RNA and DNA probes. This reaction then results in a stoichiometric quantity of NPPs:RNA hetero-duplexes of interest. Heat denaturization releases the protection probe allowing for enumeration by the Illumina NextSeq™ sequencing platform. Gene expression was standardized through a procedure that log transformed counts per million (cpm) and adjusted for total reads within a sample(23 (link)).