PCBs in fish and shellfish. PCBs, or polychlorinated biphenyls, are highly toxic industrial compounds. ... These chemicals can build up in the fatty tissues of fish and other animals, and in high concentrations pose serious health risks to people who frequently eat contaminated fish.