The results of the analysis on BMD and osteoporosis were subsequently structured, uncovering four shared genes in IBD: ZBTB40, RP1-135L22.1, RSPO3, and RP11-103J8.1 (Fig 9A). Here, ZBTB40 is linked to inflammatory bowel disease.