GPD1L and obesity due to melanocortin 4 receptor deficiency: However, together with the findings from four clinical studies with longitudinal weight-loss and weight-gain interventions, we were able to infer causal links among diet interventions, miR-210, gene GPD1L and weight change in the mechanism of HFD-induced obesity (Fig. 5), which was worthy of further validation by functional experiments.