The invention provides novel compositions, methods and uses, for the diagnosis, prognosis, prediction, prevention and aid in treatment of malignant neoplasia such as breast cancer, ovarian cancer, gastric cancer, colon cancer, esophageal cancer, mesenchymal cancer, bladder cancer or non-small cell lung cancer. Genes that are chromosomally amplified in breast tissue of breast cancer patients are disclosed. Further disclosed are chromosomally amplified genes and non-amplified genes that correlate to Taxane resistance, Taxane benefit or adverse Taxane reaction, which can be used as an aid to make therapy dicisions.