NLRP3 and Cognitive impairment: In the study of neurological disorders related to cognitive disorders such as AD and PD, researchers found that lncRNA 4344 was highly expressed in the hippocampus of rats with cognitive disorders, and a significant positive correlation between the expression of lncRNA 4344 and NLRP3 was obtained by correlation analysis (64).