ATF3 and neoplasm: For sample P4.2, STModule identifies signal of inflammation (I; AQP3) and spatial expression of ATF3 (II), which plays an important role in regulating immune responses and exhibits dual functions as an oncogene or tumor suppressor [99] (Fig. 4g and Additional file 2: Fig. S40).