Radioactive materials released during nuclear accidents emit ionizing radiation, which can damage the DNA within cells. When DNA is damaged, it can lead to mutations that disrupt normal cell function and may result in cancer. The risk of developing cancer depends on several factors, including the level of radiation exposure, the proximity to the accident site, and the duration of exposure.