Benzene is metabolized by the liver to form toxic compounds that can damage bone marrow and blood cells. This damage can lead to mutations and chromosomal aberrations, disrupting normal cellular functions and potentially leading to the development of cancer. Benzene's genotoxic effects contribute significantly to its carcinogenicity.