Overall, A. malaccensis shows great promise for inhibiting α-glucosidase and α-amylase and promoting antioxidant activity, as well as stimulating adiponectin production, highlighting its potential therapeutic applications in diabetes management. The gene discussed is ADIPOQ; the disease is diabetes mellitus.