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Appendix 1: Clinical Trials Analyzed

                           Study Drug(s)        Target       Biomarkers/     Combination        Sponsor
                                                             Subtype
        1. Sustaining Prolif-
        erative Signaling
        PI3/Akt/mTOR       BKM120               PI3          TripleNegative                     SOLTI Breast Cancer Research
                                                                                                Group
                           BKM120               PI3          HER2-           BKM120/paclitaxel vs.   Novartis
                                                                             BKM120/placebo
                           BKM120               PI3          Hormone+_HER2-  Fulvestrant        Novartis
                           BKM120               PI3          Hormone+_HER2-  Fulvestrant        Novartis
                           BKM120               PI3          All             Capecitabine       Novartis
                           BKM120, olaparib     PI3K         TripleNegative                     Dana-Farber/Harvard Cancer
                                                                                                Center
                           GDC-0032             PI3          Hormone+        Fulvestrant        Genentech
                           GDC-0032             PI3          HER2-           Docetaxel or pacli-  Genentech
                                                                             taxel
        Active, not recruiting  GDC-0941        PI3          Hormone+_HER2-  Paclitaxel         Genentech
                           GDC-0941             P13          TripleNegative  Cisplatin          Vanderbilt-Ingram Cancer
                                                                                                Center
                           BAY80-6946           PI3          All             Paclitaxel         Bayer
                           AZD8186              PI3          TripleNegative                     AstraZeneca
        Suspended as of 8/1  Triciribine        Akt          HER2-                              Cahaba
                           Trametinib, GSK2141795   Akt      TripleNegative                     National Cancer Institute
                           BYL719               PI3          Hormone+_HER2-  Letrozole          Vanderbilt-Ingram Cancer
                                                                                                Center
                           BYL719,  AMG479      PI3K, IGF1, and   Hormone+                      Novartis, Amgen
                                                IGF2
                           BYL719, BGJ398       PI3          All                                Novartis
                           BYL719               PI3          Hormone+        Letrozole or exemes-  Sloan Kettering
                                                                             tane
                           BYL719               PI3          N/A             Paclitaxel         Novartis
                           LDE225, BKM120       PI3K, Hedge-  All                               Novartis
                                                hog
                           LY3023414            PI3/mTOR     All                                Eli Lilly
                           PF-05212384          PI3/mTOR     All             Docetaxel (ER+), cis-  Pfizer
                                                                             platin (triple negative),
                                                                             dacomitinib (HER2+)
                           AZD2014              mTOR         Hormone+        Fulvestrant        AstraZeneca
                           MGAH22               mTOR         HER2-                              MacroGenics
                           Everolimus           mTOR         HER2+           Lapatinib          University of Kansas
                           Everolimus           mTOR         Hormone+_HER2-  Letrozole          Novartis
                           Everolimus           mTOR         Hormone+_HER2-  Trastuzumab        Emory University
                           Everolimus           mTOR         Hormone+_HER2-  Fulvestrant        Eastern Cooperative Oncology
                                                                                                Group (ECOG)
                           Everolimus/exemestane  mTOR       Hormone+        Compared to        Novartis
                                                                             everolimus alone or
                                                                             capecitabine 
                           Everolimus/fulvestrant   mTOR     Hormone+        Compared to fulves-  SWOG collaboration with
                           or everolimus/fulves-                             trant alone        Novartis and AstraZeneca
                           trant/anastrozole
                           Everolimus/letrozole/  mTOR       Hormone+_HER2-                     University of Maryland
                           lapatinib
                           CC-223                mTOR        All                                Celgene 
        Unknown as of 8/1  Sirolimus (rapamycin)  mTOR       HER2+           Hercpetin          Yale Cancer Center
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