The SEMA-VR CardioLink-15 trial demonstrates that semaglutide shifts bone marrow-derived progenitor cells toward an anti-inflammatory, pro-regenerative profile, potentially enhancing endogenous vessel repair in high-risk cardiovascular patients beyond traditional glycemic control.