Abstract
Diabetic kidney disease (DKD) is a major complication of diabetes mellitus, with its pathogenesis intricately regulated by dynamic feedback mechanisms. This comprehensive review systematically analyzes the hierarchical feedback networks driving DKD progression, spanning from systemic interactions to molecular cross-talks. We reveal that self-amplifying positive feedback loops dominate the disease process, manifested through three key dimensions: (1) The systemic triad of hyperglycemia-hypertension-proteinuria establishes a vicious cycle accelerating renal dysfunction; (2) Cellular homeostasis collapse through cross-amplified cell death modalities (apoptosis, pyroptosis, ferroptosis) and cell cycle dysregulation; (3) Molecular cascades centered on AGE/RAGE signaling that fuel chronic inflammation and fibrotic transformation. Collectively, these form a major positive feedback loop where PKC activation, oxidative stress propagation, and TGF-β-mediated fibrosis induced by hyperglycemia lead to progressive renal deterioration and fibrosis. Therapeutically, we propose a dual intervention strategy targeting both the acute phase through AGE/RAGE axis inhibition, coupled with chronic phase via precision modulation of fibrotic pathways. These findings redefine DKD progression as a self-reinforcing network disorder, providing a roadmap for developing multi-target therapies that disrupt pathological feedback loops while preserving renal repair mechanisms.