Vitamins have a significant impact on blood cells. Vitamin B12 and folate are crucial for DNA synthesis and are essential for the proper formation of red blood cells. Deficiencies in these vitamins can lead to megaloblastic anemia, characterized by the presence of abnormally large red blood cells in the bone marrow and peripheral blood, observable under a microscope.