In total, proteome-wide Mendelian randomization identified nine circulating HF-related proteins, and the strongest evidence of colocalization involved nine genes- DNAJC18, MTSS1, SQLE, BCKDHA, ABO, ALPK3, and PROM1. This evidence concerns the gene BCKDHA and hydrops fetalis.