This demonstrates that the combined impact of PCOS and obesity significantly exacerbates inflammation, unlike in non-PCOS individuals, where BMI has little effect on IL-1β protein levels. The gene discussed is IL1B; the disease is obesity due to melanocortin 4 receptor deficiency.