PDS 74: Pregnancy outcomes, Exhibition Hall (PDS), Ground floor, August 26, 2019, 1:30 PM - 3:00 PM Background/Aim: The link between environmental risk factors and common birth defects is still unclear. There are concerns that unconventional natural gas developments (UNGD) may emit air pollution and contaminate drinking water, potentially leading to adverse health effects. Our objective was to investigate the spatial relationship between birth defects and UNGDs. Methods: We analyzed geocoded data for 10,957 birth defect cases and 649,132 controls born from 1999 to 2011 from the Texas Department of State Health Services (DSHS). UNGD locations were obtained from the Texas Railroad Commission (RRC) and were used to create a density raster of UNGD per km2 to estimate exposure. We used separate generalized additive models to produce maps of smoothed odds ratios (ORs) across Texas while simultaneously estimating the association of UNGD density with neural tube defects (NTDs), gastroschisis, and oral cleft birth defects adjusted for maternal age and parity. Results: UNGD density and risk of NTDs were positively associated [OR (95%CI): 1.27 (1.20, 1.34)] per increased interquartile range of UNGD density. UNGDs were inversely associated with oral cleft defects [OR (95%CI): 0.88 (0.85, 0.92)]. There was no association with gastroschisis [OR (95%CI): 1.00 (0.95, 1.06)]. Risk patterns for birth defects varied spatially across Texas. Statistically significant areas of increased ORs for NTDs and gastroschisis were identified in central or south Texas. ORs for cleft defects were elevated in north Texas. Conclusion: Study results suggest that proximity to UNGDs are associated with increased risk of NTDs in Texas. Two prior studies found possible associations between proximity to natural gas wells and prevalence of some NTDs and heart defects, but spatial distributions were not examined in those studies. Further exploration of spatial-temporal patterns associated with UNGDs may add to our understanding of birth defect risks.