The present invention provides methods and compositions for treating a cancer, methods for increasing an immune response against a tumor, methods for treating an autoimmune disease, and methods for decreasing an inflammation response in a subject in need thereof by modulating the expression and/or activity of Siglec 15 and/or its binding ligands.