IRF5 and obesity due to melanocortin 4 receptor deficiency: In contrast, overweight and obese females exhibited significantly higher IRF5 transcript levels compared to lean females (Figure 1E) These findings suggest that IRF5 gene expression is prominently associated with obesity in females.