Therefore, this study aimed to develop a neuron repair and anti‐inflammatory strategy for the treatment of PD, providing new ideas for a multifunctional microgel system regulating nerve cell communication via the CX3CL1/CX3CR1‐NF‐κB‐NLRP3 pathway with potential clinical applications. The gene discussed is CX3CR1; the disease is Parkinson disease.