The LASSO regression analysis yielded seven variables that most strongly correlated with adverse prognosis after thrombolysis in AIS, including age, NIHSS score, history of atrial fibrillation, mechanical thrombectomy, blood CRP level, stroke classification, and syndecan-1 level. The gene discussed is CRP; the disease is stroke disorder.