The biological mechanisms underlying MASLD leading to HCC involve the release of inflammatory cytokines (such as TNF-α, IL6) and reduced adiponectin levels that promote insulin resistance, which in turn inhibits fatty acid oxidation, leading to DNA damage and mutations. The gene discussed is ADIPOQ; the disease is Insulin resistance.