Interleukin-1β (IL-1β) is dysregulated in many chronic inflammatory diseases, yet the genetic factors influencing IL-1β production and signaling remain largely unknown. Myeloid-derived cells are the primary producers of IL-1β, prompting a genome-wide CRISPR knockout screen in the human myeloid-derived U937 cell model, treated with lipopolysaccharide (LPS) to mimic inflammatory conditions, and sorted for high and low intracellular IL-1β levels. A total of 295 genes were identified as regulators of IL-1β production, including known mediators, such as TLR4, JAK-STAT, IL-10 receptor, and the Cullin ring finger ligase complex. Notably, 57 out of the 295 genes overlapped with loci associated with human inflammatory diseases, including theTNRC18gene on chromosome 7p22.1 associated with multiple diseases in the Finnish population. U937 cells engineered with the homozygous rs748670681 risk allele associated with inflammatory bowel disease, demonstrated decreased levels of mRNA forTNRC18and an adjacent geneWIPI2, reduction in LPS-dependent gene activation and cytokine production, but elevation of interferon-responsive gene programs. Transcriptomic profiles for individual knockouts ofTNRC18andWIPI2attributed the loss of LPS-dependent signaling primarily toTNRC18while the exacerbation of interferon signaling is a hallmark of loss ofWIPI2. Collectively, these findings delineate the global regulatory mechanisms of IL-1β production and provide molecular insights to the role of the rs748670681 variant as a pleiotropic risk factor for inflammatory diseases.