The Haiyan Kidney +X Initiative fits the development strategy of Clinical Medicine +X of Peking University, aiming at promoting collaborative innovation in cutting-edge technology. This initiative will build a secure data sharing platform based on blockchain technology, establish an AI+ clinical decision support system for IgA nephropathy, and forge a replicable Learning Health System for kidney disease based on regional health data platform.