We found that age, grade, ER expression, the proportion of cells expressing PR, and the proportion of cells expressing Ki‐67 were potential predictors of ODX results for Chinese BC patients, and a nomogram model predicting the results of ODX was built on the basis of the above factors. This evidence concerns the gene ESR1 and breast cancer.