For example, when independent models were constructed for five cancer types in TCGA and pan-cancer training was applied, the performance of pan-cancer models declined in certain tasks (e.g., PD-L1 prediction in STAD), suggesting that disease-specific signals may be diluted in a multi-cancer setting [37]. Here, CD274 is linked to cancer.