Overall, the BME extract and its active phytochemicals (compound A) with a multi-targeted approach exhibited higher cytotoxic and antioxidative potential by targeting cancer-causing proteins (TNF-α, TGF-βR1 and iNOS) having established role in initiation and progression of HCC. Here, TGFBR1 is linked to hepatocellular carcinoma.