The progressive loss of retinal ganglion cell (RGC) axons leading to irreversible loss of vision is the pathological hallmark of glaucoma. However, the pathological mechanisms of RGC degeneration are not completely understood. Here, we investigated the role of chronic endoplasmic reticulum (ER) stress in glaucomatous neurodegeneration. To evaluate whether chronic ER stress-induced transcriptional factors, activating transcription factor 4 (ATF4), and C/EBP homologous protein (CHOP) are induced in RGCs; we utilized human donor tissue and the microbead occlusion model of glaucoma. Additionally, we performed the intravitreal injection of adeno-associated virus (AAV) 2 to express CHOP selectively in RGCs in C57BL/6 mice and evaluated its effect on RGC function and structure by pattern electroretinogram (PERG) and whole-mount retina staining with the RBPMS antibody. Here, we report that the ATF4-CHOP pathway is activated in the retinas of human glaucoma donor eyes and a mouse model of ocular hypertension. Further, the expression of CHOP in RGCs led to a significant loss of function, as evidenced by reduced PERG. Notably, the expression of CHOP in the retina induced a significant structural loss of RGCs within 15 weeks of injection. Altogether, our studies indicate that the expression of CHOP in RGCs leads to neurodegeneration in mice.