In the context of cancer, hemoglobin levels can be significantly affected. Many cancer patients experience anemia, which is characterized by low hemoglobin levels. This can be due to the cancer itself, the chemotherapy or radiation therapy used to treat it, or other factors such as nutritional deficiencies or bone marrow suppression.