The newly prepared M. oleifera leaves extract/Caffeine loaded chitosan nanoparticles showed potent anti-breast cancer effect through downregulating some of the widely known oncogenic genes (Her2, BRCA1 and BRCA2). The gene discussed is ERBB2; the disease is breast cancer.