Fig. 6: Linking hallmark activity to drug response and clinical outcomes. | Communications Biology

Fig. 6: Linking hallmark activity to drug response and clinical outcomes.

From: OncoMark: a high-throughput neural multi-task learning framework for comprehensive cancer hallmark quantification

Fig. 6

Heatmaps show the impact of various anticancer drugs on hallmark activity, alongside their associations with (a) disease-free survival, b progression-free survival, and c overall survival. Darker shades correspond to stronger drug–hallmark interactions, revealing key therapeutic contributions to improved patient outcomes.

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