Contaminants in beef can be biological, such as bacteria like E. coli and Salmonella, or chemical, including residues from veterinary drugs, pesticides, and heavy metals. Environmental contaminants such as dioxins and polychlorinated biphenyls (PCBs) can also be present due to industrial pollution.