Principal component analysis on these 34 samples showed slight clustering by GBM subtype (proneural vs. mesenchymal/classical) but by no other factors including age, gender, and MGMT promoter methylation status (Additional file 2: Fig. S3a, b). The gene discussed is MGMT; the disease is glioblastoma.