To contextualize NRF2–NOTCH pathway activity within the native tissue environment, spatial transcriptomics platforms such as 10× Genomics Visium and Slide-seq retain spatial information, enabling precise mapping of pathway activation and its interactions with stromal and immune components across distinct tumor niches [234]. The gene discussed is NFE2L2; the disease is neoplasm.