In recent years, with the development of neuroimaging and the improvement of people’s awareness, the incidence of cerebral venous sinus thrombosis (CVST) has been increasing year by year. CVST with venous infarction or haemorrhage is severe, accounting for about 60% of CVST, and its clinical manifestations are serious. The current therapies including anticoagulation and intravascular treatment have not significantly improved the prognosis of severe CVST patients. The incidence of long-term poor prognosis (modified Rankin scale score≥2) is up to 56.1%. Recent research indicates that inflammation may be an important factor leading to severe CVST and is significantly associated with poor prognosis. Anti-inflammatory treatment with glucocorticoids may provide a novel method for severe CVST, but further clinical studies are needed to verify it. This paper introduces the relationship between inflammation and severe CVST in order to explore the feasibility of glucocorticoid for severe CVST.