Toxins can induce anemia through several mechanisms. For example, they might directly damage the bone marrow, the site of new blood cell production, or cause hemolysis, the destruction of red blood cells. Some chemicals disrupt the synthesis of hemoglobin, the oxygen-carrying component of red blood cells.