In cancer research, PII is protected through stringent ethical guidelines and legal frameworks such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States. Researchers are required to de-identify data, meaning they remove or code any information that could directly identify an individual. Institutional Review Boards (IRBs) also play a critical role in overseeing the ethical use of PII in research.