Exposure to certain contaminants in water has been linked to an increased risk of developing cancer. For instance, chemicals such as arsenic, lead, and certain organic compounds can have carcinogenic properties. When people consume or come into contact with such carcinogens, they can cause genetic mutations or other changes in cells that lead to cancer.