Our study addresses this gap by providing the first transcriptomic and immune cell gene signature characterization of RSAT and PRAT in healthy individuals, laying the foundation for future research on their roles in obesity-related kidney disease. The gene discussed is PPAT; the disease is obesity due to melanocortin 4 receptor deficiency.