Supplementing with vitamin B12 typically does not cause weight gain or weight loss in individuals with normal baseline nutrient levels. Because B12 plays a vital metabolic role in converting food into cellular energy, correcting an underlying deficiency can restore normal energy levels and physical stamina, which may indirectly influence physical activity and appetite regulation. However, vitamin B12 is non-caloric and does not possess direct fat-burning or weight-reducing pharmacological properties.