In general, we identified 3 putatively functional genes shared between cholelithiasis and GERD, including SUN2, CBY1, and JOSD1, overexpression of which was negatively associated with the risk of cholelithiasis and GERD in the esophagus-related tissues. Here, JOSD1 is linked to cholelithiasis.