Blood cancer is marked by a lot of blood cells that are not working normally. When these cells kill healthy cells, the immune system has a harder time fighting infections, getting oxygen to cells, and stopping bleeding. The cycle occurs in the bone marrow, where platelets are produced. They have an impact on various blood cell types and immune system components.