Trauma + Disease. The most common cause of monocular vision loss is trauma, followed by common diseases like macular degeneration, diabetic retinopathy, acute and chronic glaucoma, and vascular occlusions of the retina or optic nerve. Amblyopia is a common cause of asymmetric visual function as well. A complete eye examination may identify the cause, or lead to other diagnostic tests. See depth perception.