In contrast, URO tumors showed a more immune-excluded phenotype.<h4>Conclusion</h4>These findings provide a detailed molecular and spatial map of HGT1 heterogeneity, linking epigenetic states to tumor architecture and microenvironmental interactions. The gene discussed is NPPA; the disease is neoplasm.