2026. Graph-Driven Reconstruction of the Hepatic PV–CV Axis: A Topology-Aware Framework for Continuous Zonation and Gradient Gene Discovery. MSW Management Journal. 36, 1 (Mar. 2026), 3194–3197. DOI:https://doi.org/10.7492/mp5r5574.