Yes, covalent bonds can contribute to carcinogenicity. Certain chemicals, known as electrophiles, can form covalent bonds with DNA, leading to mutations that may initiate cancer. For example, polycyclic aromatic hydrocarbons (PAHs) and aflatoxins are known to form DNA adducts through covalent bonding, disrupting genetic material and potentially leading to carcinogenesis.