HP and Cognitive impairment: We identified liver‐derived blood proteins C3, HP, ITIH4, and SAA1 as the candidate molecules associated with cognitive impairment based on the proteomics of mouse liver and blood, as well as the transcriptomic and proteomic profiles of human organs.