Taken together, intersection of results from BSR analysis, RIDGE regression, and RF algorithm revealed that NUDT16, NUDT4, CYFIP1, LARP1, and DCP2 were potential m7G regulator diagnostic markers for HF (Fig. 3J). The gene discussed is NUDT16; the disease is hydrops fetalis.