Individuals with a weakened immune system, such as those with HIV/AIDS, organ transplant recipients, or the elderly, are at a higher risk of developing MCPyV-associated cancers. Additionally, prolonged exposure to ultraviolet (UV) radiation can exacerbate the risk, as UV light can cause DNA damage that may facilitate viral integration and oncogenesis.