By exploring SQLE correlations with clinical and pathological variables in METABRIC31 (the single largest, clinically annotated, publicly available CN/GE breast cancer dataset), we established that aggressive cases, defined by high histological grade, larger tumor size, nodal involvement, and by ER- and Her2 + disease, are characterized by SQLE overexpression. Here, ESR1 is linked to breast cancer.