One of the most common diseases associated with a vitamin B12 deficiency is pernicious anemia. This vitamin deficiency can arise due to malnutrition or the inability of the body to absorb the vitamin. Treatment often includes relatively high doses of vitamin B12 to supplement or force vitamin absorption into the body.