High genetically predicted MIP-1β was associated with an increased risk of HF (P < .05), with an increase of 1-SD in genetically predicted MIP-1β resulting in 2.8% ([95% CI: 0.1%, 5.4%], P < .05) risk of HF. Here, CCL4 is linked to hydrops fetalis.