The present invention provides a cannabis-based flavonoid pharmaceutical composition including any one or more selected from the group of Apigenin, Cannflavin A, Cannflavin B, Cannflavin C, Chiysoeriol, Cosmosiin and Flavocannabiside or their synthases, for the prevention and treatment of certain ocular diseases and related disorders.