In conclusion, patients weighted importance on PFS, anemia, and pneumonitis, when they needed to choose an aromatase inhibitor plus mammalian target of rapamycin (mTOR) inhibitor for advanced breast cancer treatments after failure of standard treatments. The gene discussed is MTOR; the disease is pneumonitis.