Immune subtypes refer to the classification of tumors based on their interaction with the immune system. This classification is crucial because it influences how a cancer might respond to various treatment modalities, particularly immunotherapy. Tumors can be classified into different immune subtypes based on the presence, type, and activity of immune cells within the tumor microenvironment.