The combination of RDW ≥ 16.3% and Hb ≤ 10.3 g/dL provided the most robust diagnostic accuracy, highlighting its clinical relevance for early identification of iron deficiency anemia in adolescent girls. The gene discussed is GSTM1; the disease is anemia.