This retrospective observational study utilized the TriNetX database to analyse patients with ASCVD and HF who initiated GLP-1 RA with SGLT2i or SGLT2i alone from 1 August 2016 to 30 September 2024. This evidence concerns the gene GLP1R and hydrops fetalis.