Certain metals are classified as carcinogens. For instance, exposure to high levels of arsenic can lead to skin, lung, and bladder cancers. Similarly, cadmium exposure is linked with prostate and lung cancers. These metals can induce cancer through mechanisms such as oxidative stress, DNA damage, and interference with cellular repair processes.