Consistent with Hung et al. [34], our results suggest that inflammatory biomarkers—such as IL-6—and nutritional indicators tend to co-occur with mood disturbances in individuals receiving hemodialysis. The gene discussed is IL6; the disease is Abnormal emotional state.