In 2015, Guo et al. explored the relationship between radiogenomics features and clinical variables such tumor stage, lymph node metastases and molecular receptor status (estrogen receptor, ER, status; progesterone receptor, PR, status; and human epidermal growth factor receptor-2, HER2, status) [24]. This evidence concerns the gene ESR1 and neoplasm.