Toxic chemicals can lead to cancer by causing mutations in DNA, disrupting cellular processes, or inducing chronic inflammation. Chemicals such as benzene, asbestos, and certain pesticides have been identified as carcinogens by organizations like the International Agency for Research on Cancer (IARC).