Additionally, the MR analysis showed that 31 immunophenotypes were associated with the development of HF, among which IgD+CD38+ B cells and CD39+CD8+ T cells were risk factors, and activated CD4 regulatory T cells were protective factors (Figure 8D). This evidence concerns the gene CD8A and hydrops fetalis.