PD‐L1‐expressing hESC‐RPE grafts exhibited significantly higher survival, reduced apoptosis and enhanced visual protection in retinal degeneration models, which presents an alternative target to improve the efficiency of hESC‐RPE‐based therapy for AMD. Here, CD274 is linked to age-related macular degeneration.