However, previously described biomarkers linked to obesity, such as TNF-α and IL-1β, upregulate the levels of MMP-9, suggesting a potential link between obesity, MMP-9, and breast cancer progression [82,97]. The gene discussed is IL1B; the disease is obesity due to melanocortin 4 receptor deficiency.