In optic atrophy, something interferes with the ability of optic nerves to transmit visual information to the brain. Optic nerve atrophy causes can be: a tumor, trauma, decreased blood supply (anterior ischaemic neuropathy) or oxygen supply (hypoxia) causing swelling, hereditary eye conditions, toxins, infection, glaucoma and other rare degenerative disorders.