Vitamin B12 is crucial for the formation of red blood cells and the development of the nervous system. A deficiency in vitamin B12 during pregnancy can increase the risk of neural tube defects and other developmental issues. Women at risk of B12 deficiency, such as vegetarians and vegans, should consider supplements or fortified foods.