We found that irregular shaped masses with non-circumscribed margins were associated with the ER/PR positive group (all p-values < 0.05), in agreement with authors who reported that spiculated margins on ultrasound or mammography are associated with luminal tumours [20,21]. This evidence concerns the gene ESR1 and neoplasm.