ASC tumours showed heterogeneity in MAPK, AKT, and mTOR pathway activities, and were stratified into three mutually exclusive subclasses, namely ‘MAPK/mTOR’, ‘AKT/mTOR’, and ‘Null’. Here, AKT1 is linked to neoplasm.