STUB1 and Mental deterioration: Taken together, while direct evidence linking CHIP to CSVD remains limited, accumulating indirect evidence supports the hypothesis that CHIP mutations contribute to cerebrovascular endothelial dysfunction, neurovascular uncoupling, and chronic inflammation, ultimately promoting microvascular damage and cognitive decline.