Exploring multi-dimensional drug response data with axis-aligned heatmaps

In this project, we aligned drug dosage heatmaps with knockout and subtype annotations to explore whether dose level sensitivity reveals meaningful biological patterns in cell lines. While the area under the curve (AUC) provides a single summary value, mid-range doses may better capture variation in sensitivity. Subtype annotations are shown for context. Users can reorder rows and columns, zoom, and filter to explore the heatmaps.