In summary, lncRNA 4344 is involved in neuroinflammatory processes in neurological disorders associated with cognitive disorders by competitively binding to miR-138-5p, thereby indirectly up-regulating the expression of inflammasome NLRP3. Here, NLRP3 is linked to Cognitive impairment.