Cancer can impact CSF in various ways. Cancerous lesions can spread to the meninges (the protective layers surrounding the brain and spinal cord) and release cancer cells into the CSF. This condition, known as leptomeningeal carcinomatosis, can result in significant neurological symptoms and complications.