ROC curve analysis of the predictive value of HMGB1 showed that HMGBI had a high predictive value for the development of cognitive impairment in patients with CMBs, and the area under the ROC curve was 0.807 (95% CI:0.683- 0.931, P < 0.001). Here, HMGB1 is linked to Cognitive impairment.