As a regulatory pathway to shape the EMT subtype, we also observed elevated TGF-beta signalling in PD-1+CD8+ T abundant tumours, which was found to correlate with worse clinical outcomes and immune-evasive TME in our previous work [14]. This evidence concerns the gene CD8A and neoplasm.