Bone marrow disorder refers to a group of diseases that affect the production and function of blood cells. These disorders can be either cancerous (such as leukemia or lymphoma) or non-cancerous (such as aplastic anemia or myelodysplastic syndrome). Symptoms may include fatigue, weakness, infections, and abnormal bleeding or bruising.