TG and hypothyroidism: Mackawy et al. [42] demonstrated a significant association between biochemical hypothyroidism, vitamin D deficiency, and hypocalcemia, noting positive correlations between serum vitamin D, calcium levels, and thyroid hormones, alongside a negative correlation with TSH levels.