Abstract The non-coding genome is substantially larger than the protein-coding genome but is largely unexplored by genetic association studies. Here, we performed region-based burden analysis of >25,000 variants in untranslated regions of 6,139 amyotrophic lateral sclerosis (ALS) whole-genomes and 70,403 non-ALS controls. We identified Interleukin-18 Receptor Accessory Protein (IL18RAP) 3′UTR variants significantly enriched in non-ALS genomes, replicated in an independent cohort, and associated with a five-fold reduced risk of developing ALS. Variant IL18RAP 3′UTR reduces mRNA stability and the binding of RNA-binding proteins. Variant IL18RAP 3′UTR further dampens neurotoxicity of human iPSC-derived C9orf72-ALS microglia that depends on NF-κB signaling. Therefore, the variant IL18RAP 3′UTR provides survival advantage for motor neurons co-cultured with C9-ALS microglia. The study reveals direct genetic evidence and therapeutic targets for neuro-inflammation, and emphasizes the importance of non-coding genetic association studies. One Sentence Summary Non-coding genetic variants in IL-18 receptor 3’UTR decrease ALS risk by modifying IL-18-NF-κB signaling in microglia.