In this review, we discuss the known mechanisms of retinal cell injury in glaucoma with a particular focus on an important molecular mechanism underlying BDNF/TrkB signaling mediated by Cav-1 and Shp2 phosphatase and its implications in glaucoma pathogenesis. This evidence concerns the gene CAV1 and glaucoma.