Ocular neurodegenerative diseases, particularly glaucoma, represent a significant global cause of blindness, with current therapies inadequately addressing the degeneration of the retina and optic nerve. Recent research has identified the sigma-2 receptors as a potential druggable target to offer neuroprotection in managing ocular neurodegenerative disorders. This study investigates the neuroprotective potential of CT2074, a sigma-2 receptor modulator, in a mouse model of primary open-angle glaucoma. Male mice were subjected to unilateral magnetic bead-induced elevation of intraocular pressure (IOP) and received daily oral administration of CT2074, commencing three days prior to ocular hypertension (OHT) induction, and continuing for three weeks. Mice received bilateral intraocular injections of cholera toxin B-488 (CTB) to assess retinal ganglion cell (RGC) anterograde transport. Retina, optic nerve, and brain tissues were collected three weeks post OHT induction for quantification of RGC and axon number, with contralateral retinas and cerebelli preserved for assessment of drug exposure. CT2074 was observed in the retina at levels exceeding the 95% receptor occupancy concentration. RGC quantification showed a significant reduction in the Vehicle group compared to Naïve and CT2074 groups. Notably, the CT2074 treatment group exhibited significantly higher RGC density than the Vehicle (p < 0.0001) and was no different than Naïve. Analysis of RGC axons in optic nerve cross-sections revealed significant axonal loss in both the Vehicle and CT2074 groups compared to Naïve, though the CT2074-treated group had significantly higher axon number compared to the Vehicle. Anterograde transport in the Vehicle and CT2074 groups did not differ. This study underscores the potential of CT2074 administered orally to protect RGCs exposed to elevated IOP, as evidenced by substantial preservation of RGCs and their axons compared to Vehicle-treated mice. These findings signify a promising avenue for the development of sigma-2 receptor-targeted therapeutics in glaucoma and related neurodegenerative diseases, addressing a critical unmet need in the field of ocular neuroprotection.