The pre-initiation complex components CDC45, GINS1, GINS2, GINS3, GINS4, and MCM10 were found above the tumor average in subtype 2, differing significantly from subtype 1, 4, 5, and 6. This evidence concerns the gene GINS1 and neoplasm.