There are various methods for collecting longitudinal data in cancer research. These can include regular [medical check-ups]() where data on tumor size, patient symptoms, and treatment side effects are recorded. Additionally, [biomarker studies]() could track changes in specific biological markers in blood or tissue samples over time. Patient [surveys]() and [questionnaires]() can also be used to gather information on quality of life and other subjective measures.