Certain nutrient deficiencies, such as iron, B-vitamins, vitamin D, vitamin C, and magnesium deficiencies have been linked to decreased energy levels. Addressing these deficiencies through dietary modifications or supplementation under the guidance of a healthcare professional can help alleviate fatigue.