We found that overexpression of heparanase in human tumor cells (i.e., Fadu pharyngeal carcinoma, MCF7 breast carcinoma) attenuated TGF‐β1‐stimulated Smad phosphorylation and led to a slower cell proliferation. The gene discussed is HPSE; the disease is breast carcinoma.