Malignant tumors form when cells undergo genetic mutations that disrupt normal cell cycle regulation. These mutations can result from various factors including genetic predisposition, environmental exposures (such as radiation or carcinogens), and lifestyle factors like smoking and diet. The mutations lead to uncontrolled cell proliferation and the potential for metastasis.