The analysis reveals similar and contrasting patterns in the HPLC dataset heatmap between basic hematological features and the quantity levels of Hb A, Hb A2, and Hb F. The medical correlation understanding between Hb A and Hb F demonstrates negative strength especially when patients have beta thalassemia major. This evidence concerns the gene GSTM1 and Beta-thalassemia.