Certain types of cancer are more likely to cause appetite changes. Gastrointestinal cancers, including stomach, pancreatic, and liver cancer, directly affect the digestive system and are often associated with early satiety (feeling full quickly) and nausea. Lung cancer and ovarian cancer are also commonly linked to appetite loss due to their impact on metabolic processes and the production of appetite-suppressing substances.