Our multinomial logistic regression results showed that a decrease in TTP would lead to a rise in the odds of breast cancer with positive lymph node metastasis, higher tumor grade, larger tumor size, hormone receptor negativity, HER2 positivity, or higher Ki67 level. The gene discussed is ERBB2; the disease is breast carcinoma.