Exploring estrogen synthesis and metabolism related markers and immune dynamics in osteoporosis-insights from single-cell RNA sequencing and Mendelian randomization

This study highlighted CCND1, DDIT4, and SCGB1A1 as markers for OP, supporting their involvement in disease progression and offering a foundation for targeted therapeutic strategies.