Even in the fully adjusted Model 3, which accounted for the covariates incorporated in Model 2 as well as HMGB1 levels, elevated circulating HMGB1 retained its status as an independent risk predictor for post-stroke cognitive impairment (regression coefficient = 0.236, p < 0.001). Here, HMGB1 is linked to Cognitive impairment.