In summary, tumours that attained pCR mostly came from more-aggressive iC subtypes, were enriched for TP53 mutations, had higher tumour mutation burdens and neoantigen loads, had less-complex clonal architectures and were enriched for APOBEC and HRD signatures. Here, TP53 is linked to neoplasm.