The interferon gamma-suberate relationship indicates direct inflammatory modulation of mitochondrial energy metabolism, while the strong association of N-methyl-2-pyridone-5-carboxamide with HF points to disrupted NAD + homeostasis. The gene discussed is IFNG; the disease is hydrops fetalis.