ResearchID,Arm,Age,Race,HR status (0:HR-;1:HR+),MP1/2 class (0:MP1; 1:MP2),Longest_diameter_by_mri_cm_at_baseline,Palpable_nodes,HER2 status (0:HER2-; 1:HER2+),HER2 Qualifying test,HER2 IHC : IHC: categorical 1+ 2+ or 3+,pCR (0:no pCR; 1:pCR),"PAM50 subtype: mRNA-based: categorical LumA, LumB, Her2, Basal",ER_PGR_avg : mRNA: signature (continuous),Mod7_ERBB2 : mRNA: signature (continuous),Module11_Prolif_score : mRNA: signature (continuous),ERBB2 total protein: RPPA: total protein (continuous),ERBB2 Y1248: RPPA: phosphoprotein (continuous),EGFR Y1173: RPPA: phosphoprotein (continuous),Ki67 total protein: RPPA: total protein (continuous),Aurora A T288/B T232/ C T198: RPPA: phosphoprotein (continuous)

402265,Paclitaxel + Trastuzumab,56,White,1,0,5.6,Yes,1,FISH,Unknown,0,Her2,0.779,1.4,-0.72,1.86,0.386,0.273,-0.758,-0.491

246134,Paclitaxel + Trastuzumab,68,White,1,0,2.7,No,1,FISH,2+,0,LumB,2.28,-0.137,0.166,-0.749,-0.54,-0.493,-0.626,NA

366120,T-DM1 + Pertuzumab,46,White,1,1,8.1,No,1,FISH,2+,0,LumB,1.23,0.0811,0.504,-0.226,-0.312,-0.272,-0.703,0.508

767081,T-DM1 + Pertuzumab,61,White,0,0,3.3,No,1,IHC,3+,1,Her2,-0.886,2.12,-1.09,2.01,0.261,0.151,-0.695,-0.66

464547,T-DM1 + Pertuzumab,41,White,1,1,3.4,,1,IHC,3+,1,Her2,-0.0527,1.06,-0.37,1.26,0.178,0.386,0.175,0.612

601300,Paclitaxel + Pertuzumab + Trastuzumab,49,White,0,1,9,,1,IHC,3+,1,NA,NA,NA,NA,NA,NA,NA,NA,NA

220471,Paclitaxel + Trastuzumab,50,White,0,1,3.4,No,1,FISH,Unknown,0,Her2,-0.293,2.78,0.0398,2.67,5.36,3.51,-0.703,0.721

266840,Paclitaxel + Trastuzumab,37,White,1,0,5.5,Yes,1,IHC,3+,0,LumA,1.05,1.91,-0.71,2.61,1.58,1.8,-0.651,0.698

220925,T-DM1 + Pertuzumab,37,White,0,1,7,Yes,1,IHC,3+,0,Her2,-0.7,2.22,-0.0171,2.01,0.331,-0.0814,-0.365,0.279

167271,T-DM1 + Pertuzumab,33,Black or African American,1,0,2.3,,1,IHC,3+,0,LumA,1.18,1.1,-1.57,NA,NA,NA,NA,NA

166412,Paclitaxel + Trastuzumab,37,White,1,0,7.5,Yes,1,IHC,3+,0,LumA,0.124,0.669,-0.992,0.263,-0.407,-0.436,-0.782,-0.194

947398,T-DM1 + Pertuzumab,44,White,1,0,1.5,No,1,IHC,3+,1,LumB,0.479,2.31,-0.535,2.01,2.56,3.43,-0.565,1.44

146033,Paclitaxel + Pertuzumab + Trastuzumab,53,White,1,0,2.8,Yes,1,IHC,3+,1,LumB,-0.494,2.12,-1.24,1.59,-0.0602,-0.152,-0.194,-0.328

413211,T-DM1 + Pertuzumab,66,White,1,0,3.4,Yes,1,IHC,3+,0,LumA,0.588,2.52,-0.68,2.4,2.5,0.84,-0.475,-0.199

551795,Paclitaxel + Pertuzumab + Trastuzumab,40,White,0,1,3.1,No,1,IHC,3+,1,Her2,-0.752,1.56,1,1.96,0.818,-0.125,-0.0834,0.57

570685,Paclitaxel + Pertuzumab + Trastuzumab,70,Black or African American,1,0,2.9,No,1,FISH,2+,0,LumA,0.987,0.616,-2.1,0.179,-0.274,-0.33,-0.697,-0.531

999264,Paclitaxel + Pertuzumab + Trastuzumab,44,White,0,1,3.4,No,1,FISH,Unknown,1,Basal,-0.779,-0.232,1.24,-0.397,-0.253,-0.241,1.55,1.72

786003,T-DM1 + Pertuzumab,57,White,1,1,4.2,No,1,IHC,3+,1,Her2,-0.252,2.22,0.207,2.14,2.45,4.29,0.722,0.59

960029,Paclitaxel + Pertuzumab + Trastuzumab,43,Native Hawaiian or Pacific Islander,1,0,5.2,No,1,FISH,2+,0,LumA,0.52,0.738,-1.99,0.322,-0.107,-0.177,-0.703,-0.507

494022,T-DM1 + Pertuzumab,58,Asian,0,1,9.5,Yes,1,IHC,3+,0,Her2,-1.22,1.6,0.276,2.14,0.0934,0.0778,0.527,0.655

618717,Paclitaxel + Pertuzumab + Trastuzumab,29,White,1,0,1.8,No,1,FISH,2+,0,LumA,0.733,0.443,-1.51,-0.307,-0.301,-0.334,-0.646,-0.308

131961,T-DM1 + Pertuzumab,44,White,1,0,3,,1,IHC,3+,1,Her2,-0.36,2.79,-0.669,3.59,0.445,0.154,-0.592,-0.42

795996,Paclitaxel + Pertuzumab + Trastuzumab,47,White,1,1,5.1,,1,IHC,3+,1,LumA,-0.135,2.92,-0.727,3.35,2.63,3.55,-0.424,0.2

501303,Paclitaxel + Trastuzumab,47,Asian,0,1,3.3,No,1,FISH,Unknown,1,Her2,-0.405,1.68,0.131,2.04,1.9,1.6,-0.497,-0.244

141782,Paclitaxel + Trastuzumab,54,White,1,0,4.7,No,1,FISH,2+,0,LumA,0.578,0.503,-2.58,0.209,0.239,0.00585,-0.8,-1.06

981664,Paclitaxel + Pertuzumab + Trastuzumab,50,Black or African American,1,0,3.5,Yes,1,IHC,3+,1,Her2,-0.634,2.49,0.597,3.16,1.91,1.27,-0.0484,0.549

285339,Paclitaxel + Pertuzumab + Trastuzumab,56,White,0,1,3.6,Yes,1,IHC,3+,1,Her2,-0.798,2.04,-0.0926,3.08,0.981,1.15,0.0941,0.907

483667,Paclitaxel + Pertuzumab + Trastuzumab,46,White,1,0,3.6,Yes,1,FISH,2+,0,LumB,0.928,-0.00108,0.0361,-0.24,-0.272,-0.244,-0.272,0.138

208650,T-DM1 + Pertuzumab,39,White,1,0,3.7,,1,IHC,3+,0,LumB,1.24,2.04,-0.169,2.58,0.656,0.853,-0.228,0.315

432114,Paclitaxel + Pertuzumab + Trastuzumab,50,White,1,1,3.4,,1,IHC,3+,1,Her2,-0.686,1.9,0.285,1.74,0.115,0.185,-0.242,-0.0223

474874,Paclitaxel + Pertuzumab + Trastuzumab,41,White,0,0,7.6,No,1,IHC,3+,1,Her2,-0.223,2.89,-1,2.74,1.52,0.446,-0.434,-0.381

273691,Paclitaxel + Pertuzumab + Trastuzumab,46,White,1,0,3.1,No,1,IHC,3+,1,LumB,1.31,2.15,-0.633,2.71,1.78,2.35,-0.682,-0.126

490805,T-DM1 + Pertuzumab,42,White,1,0,2,Yes,1,IHC,3+,1,LumA,0.785,1.13,-0.489,0.525,-0.116,0.588,-0.584,-0.419

250274,T-DM1 + Pertuzumab,43,Asian,1,0,2.8,No,1,IHC,3+,0,LumA,0.206,1.58,-1.22,1.22,-0.196,-0.241,-0.532,-0.305

527581,Paclitaxel + Pertuzumab + Trastuzumab,35,White,1,0,2.9,Yes,1,FISH,Unknown,0,Her2,0.728,2.29,0.00999,1.86,0.138,0.00773,0.305,0.812

410083,T-DM1 + Pertuzumab,55,Black or African American,0,0,2.8,No,1,IHC,3+,1,Her2,-0.579,2.07,-0.878,NA,NA,NA,NA,NA

253531,T-DM1 + Pertuzumab,59,White,1,0,6,No,1,FISH,Unknown,1,Her2,-0.862,1.69,-1.46,2.91,1.3,0.5,-0.444,0.0262

738041,Paclitaxel + Pertuzumab + Trastuzumab,37,White,1,1,2.7,No,1,IHC,3+,1,LumB,0.629,1.85,-0.205,1.41,0.856,0.308,-0.677,0.214

900959,Paclitaxel + Pertuzumab + Trastuzumab,63,White,1,0,2.7,No,1,IHC,3+,0,LumB,1.47,-0.086,-0.704,-0.152,-0.365,-0.34,-0.23,0.612

122287,T-DM1 + Pertuzumab,54,White,1,1,11,Yes,1,IHC,3+,1,Her2,-0.926,2.72,-0.602,2.49,1.71,2.24,-0.392,0.488

991818,Paclitaxel + Pertuzumab + Trastuzumab,46,White,1,0,2.5,Yes,1,FISH,2+,1,LumB,0.848,0.938,-0.276,0.00438,-0.242,-0.281,-0.289,0.883

491779,T-DM1 + Pertuzumab,70,White,1,1,3.2,Yes,1,IHC,3+,1,LumB,0.516,1.93,0.454,2.84,1.19,1.32,0.265,1.16

575457,Paclitaxel + Pertuzumab + Trastuzumab,46,White,0,1,6.9,Yes,1,IHC,3+,1,Basal,-0.91,0.0279,1.25,1.99,0.427,0.17,2.28,2.21

138425,T-DM1 + Pertuzumab,62,White,0,1,4.4,,1,IHC,3+,1,Basal,-0.506,1.5,0.448,1.31,0.495,0.403,-0.575,-0.761

831848,T-DM1 + Pertuzumab,38,White,0,1,4.4,No,1,FISH,Unknown,1,Her2,-0.191,2.19,0.268,2.94,1.09,1.09,-0.468,0.789

906795,Paclitaxel + Trastuzumab,29,White,1,1,3.2,Yes,1,IHC,3+,0,LumB,0.36,2.07,0.938,NA,NA,NA,NA,NA

296841,Paclitaxel + Pertuzumab + Trastuzumab,65,White,1,0,2.5,Yes,1,IHC,3+,1,Her2,-0.116,1.65,-0.631,2.04,2.06,2.35,-0.664,-0.215

356431,T-DM1 + Pertuzumab,48,White,0,1,12,No,1,IHC,3+,1,Her2,-0.654,2.2,-0.237,NA,NA,NA,NA,NA

375455,Paclitaxel + Trastuzumab,56,White,1,0,2.1,No,1,IHC,3+,0,LumB,1.26,-0.24,-1.08,-0.0731,-0.354,-0.397,-0.258,-1.06

329941,T-DM1 + Pertuzumab,47,White,1,0,2.7,Yes,1,IHC,3+,1,Her2,0.433,2.08,0.0313,1.91,0.658,0.73,0.124,0.315

831702,T-DM1 + Pertuzumab,42,Asian,1,0,2.6,,1,FISH,2+,0,LumA,0.943,0.342,-1.78,-0.211,-0.3,-0.324,-0.579,0.0859

982086,Paclitaxel + Pertuzumab + Trastuzumab,56,White,0,1,2,Yes,1,FISH,1+,1,Basal,-1.19,-0.575,1.81,-0.43,-0.297,-0.232,0.666,1.85

721099,Paclitaxel + Pertuzumab + Trastuzumab,47,White,1,0,2.9,,1,FISH,2+,0,LumB,2.04,-0.0732,-0.231,-0.475,-0.37,-0.354,-0.592,NA

397505,T-DM1 + Pertuzumab,41,White,1,1,2.8,,1,IHC,3+,1,Her2,0.6,2.57,0.3,3.31,3.09,4.29,-0.247,1.01

268937,T-DM1 + Pertuzumab,50,Asian,1,0,3.2,No,1,IHC,3+,1,Her2,0.64,2.59,-0.493,1.96,9.44,6.34,-0.336,1.08

896852,T-DM1 + Pertuzumab,41,White,1,0,4.3,Yes,1,FISH,2+,0,LumA,0.974,0.288,-1.6,-0.438,-0.358,-0.373,-0.547,-0.422

535569,T-DM1 + Pertuzumab,50,White,0,1,3.4,No,1,FISH,1+,0,Basal,-0.958,-0.569,0.388,-0.474,-0.379,-0.352,0.467,1.89

153880,Paclitaxel + Trastuzumab,39,White,1,0,3.5,No,1,IHC,3+,0,LumB,0.939,1.65,-0.0816,NA,NA,NA,NA,NA

797499,T-DM1 + Pertuzumab,52,Black or African American,0,1,2.1,Yes,1,FISH,2+,1,Her2,-0.628,0.945,0.235,-0.298,-0.293,-0.273,-0.661,0.11

539904,Paclitaxel + Trastuzumab,45,White,1,0,3,No,1,IHC,Unknown,0,LumA,0.882,2.12,-1.88,0.765,0.311,0.124,-0.493,-1.14

453596,Paclitaxel + Pertuzumab + Trastuzumab,57,White,1,0,3.8,Yes,1,FISH,Unknown,1,LumB,1.06,1.32,0.145,1.19,-0.103,-0.0677,-0.521,0.238

825363,Paclitaxel + Pertuzumab + Trastuzumab,29,White,0,1,2.2,No,1,IHC,3+,1,Her2,-0.766,2.34,-0.142,2.2,0.989,0.988,-0.576,0.57

596079,Paclitaxel + Trastuzumab,65,White,0,0,3.3,Yes,1,FISH,Unknown,1,LumA,0.868,0.904,-0.411,NA,NA,NA,NA,NA

760011,T-DM1 + Pertuzumab,49,White,1,0,2.2,No,1,IHC,3+,1,LumA,0.87,2.05,-0.919,1.96,0.582,0.354,-0.684,-0.439

125130,T-DM1 + Pertuzumab,48,White,0,1,2.3,No,1,IHC,3+,1,Her2,-1.37,1.43,0.592,2.09,0.368,0.386,0.21,1.56

856159,Paclitaxel + Trastuzumab,46,White,1,0,2.5,Yes,1,IHC,3+,0,LumB,1.91,1.21,0.187,1.1,0.0128,-0.237,-0.461,-0.744

862244,Paclitaxel + Pertuzumab + Trastuzumab,60,White,0,0,3,Yes,1,IHC,3+,0,Her2,-0.667,1.41,-1.12,0.358,-0.0434,-0.0462,-0.458,-0.167

797427,Paclitaxel + Trastuzumab,52,White,1,0,2.3,No,1,FISH,2+,0,LumA,0.995,0.795,-2.63,NA,NA,NA,NA,NA

254273,T-DM1 + Pertuzumab,51,White,1,0,2.8,No,1,FISH,Unknown,0,LumA,1.53,0.231,-1.8,-0.403,-0.397,-0.397,-0.703,-0.948

598835,T-DM1 + Pertuzumab,41,American Indian or Alaska Native,0,1,4.1,No,1,FISH,Unknown,0,Basal,-0.492,-0.55,0.162,-0.519,-0.371,-0.339,0.485,0.102

953885,T-DM1 + Pertuzumab,42,White,1,1,8,,1,FISH,2+,0,LumA,0.795,0.347,0.0962,-0.227,-0.233,-0.233,-0.375,1.16

437162,T-DM1 + Pertuzumab,45,White,1,0,2.6,No,1,FISH,1+,0,LumA,2.07,-0.0772,-1.92,-0.314,-0.256,-0.246,-0.703,0.297

377460,Paclitaxel + Pertuzumab + Trastuzumab,53,Asian,0,1,4.9,No,1,IHC,3+,1,Her2,-0.907,1.56,-0.997,NA,NA,NA,NA,NA

144302,Paclitaxel + Pertuzumab + Trastuzumab,52,White,1,0,6.5,No,1,FISH,Unknown,0,LumA,1.7,0.637,-0.744,-0.285,-0.36,-0.349,-0.544,-0.415

809649,Paclitaxel + Trastuzumab,44,Black or African American,0,0,2.4,No,1,IHC,3+,1,Basal,-1.21,-0.434,0.151,-0.566,-0.396,-0.34,0.247,-0.867

462605,Paclitaxel + Pertuzumab + Trastuzumab,46,White,0,1,4.2,No,1,IHC,3+,1,Her2,-0.795,1.94,0.451,2.74,2.01,1.03,0.515,0.907

204939,Paclitaxel + Pertuzumab + Trastuzumab,49,Black or African American,1,0,5.1,Yes,1,IHC,3+,1,Her2,-0.642,2.02,-0.432,2.09,1.05,1.43,-0.485,-0.233

536253,T-DM1 + Pertuzumab,51,White,1,0,2.8,No,1,FISH,2+,1,LumB,1.48,0.685,0.976,0.331,-0.251,-0.208,1.24,2.28

889049,Paclitaxel + Trastuzumab,36,White,0,0,3.5,No,1,IHC,3+,0,Basal,-2.13,-0.717,0.753,0.157,-0.238,-0.149,-0.336,0.0244

335091,Paclitaxel + Trastuzumab,39,White,1,0,2.6,No,1,IHC,3+,1,LumB,1.1,1.25,-0.494,1.55,0.379,0.33,-0.244,0.2

213913,T-DM1 + Pertuzumab,69,Asian,0,1,3.1,No,1,IHC,3+,1,Her2,-0.538,2.1,0.367,3.08,9.34,5.05,-0.615,0.151

472799,Paclitaxel + Pertuzumab + Trastuzumab,63,American Indian or Alaska Native;White,0,1,4,No,1,IHC,3+,1,Her2,-0.751,1.57,-0.5,2.61,1.09,0.113,-0.251,0.429

382853,Paclitaxel + Trastuzumab,32,Black or African American,0,0,1.3,No,1,IHC,3+,1,Her2,-1.56,1.62,-0.746,1.26,1.76,0.712,-0.528,1.5

685182,Paclitaxel + Pertuzumab + Trastuzumab,37,White,1,1,2,Yes,1,IHC,3+,1,LumB,0.128,1.11,-0.108,0.158,-0.302,-0.236,0.506,0.743

587691,T-DM1 + Pertuzumab,63,White,1,0,2.3,Yes,1,IHC,3+,1,LumB,0.733,1.76,0.264,1.7,1.27,3.32,1.74,1.5

627118,Paclitaxel + Trastuzumab,44,White,0,0,5.5,Yes,1,IHC,3+,0,Her2,0.18,2.37,-0.368,NA,NA,NA,NA,NA

649198,Paclitaxel + Pertuzumab + Trastuzumab,50,White,0,0,3.5,No,1,FISH,Unknown,0,Her2,-0.488,2.43,-1.1,2.09,0.413,0.331,-0.388,-0.144

350331,Paclitaxel + Trastuzumab,54,Asian,0,0,5.3,No,1,FISH,Unknown,0,Her2,-0.535,2.71,-0.738,1.28,2.63,2.24,-0.215,-0.527

127791,Paclitaxel + Pertuzumab + Trastuzumab,44,White,1,0,5.3,No,1,IHC,3+,0,Her2,0.974,0.368,-0.191,1.55,0.942,0.662,-0.327,0.0154

235995,Paclitaxel + Pertuzumab + Trastuzumab,50,White,1,0,2.1,No,1,FISH,2+,1,LumB,0.485,0.988,-0.508,-0.166,-0.37,-0.362,-0.322,-0.498

624777,T-DM1 + Pertuzumab,52,White,1,0,2.6,Yes,1,IHC,3+,0,LumA,0.691,1.32,-1.75,1.33,0.0625,0.0518,-0.664,-0.893

824350,T-DM1 + Pertuzumab,58,White,0,1,3.6,No,1,IHC,3+,1,Her2,-1.32,1.88,0.539,1.89,0.377,0.316,0.0713,1.08

573586,Paclitaxel + Trastuzumab,57,White,1,0,11.7,No,1,FISH,1+,0,LumA,2.48,-0.0236,-1.35,-0.37,-0.353,-0.34,-0.564,-0.184

203060,Paclitaxel + Pertuzumab + Trastuzumab,57,White,1,0,4,No,1,FISH,2+,0,LumA,1.1,-0.364,-0.98,-0.512,-0.371,-0.378,-0.689,-0.732

604326,Paclitaxel + Pertuzumab + Trastuzumab,60,White,1,0,1.8,Yes,1,IHC,3+,0,Her2,-0.4,1.74,-1.14,1.89,1.36,2.89,-0.596,0.0637

705381,T-DM1 + Pertuzumab,46,White,1,0,4.3,Yes,1,IHC,3+,1,Her2,0.423,1.84,-0.0319,1.77,0.351,0.619,-0.202,0.39

981461,T-DM1 + Pertuzumab,44,Black or African American,1,0,3,No,1,IHC,3+,0,LumA,0.747,1.46,-1.5,1.1,0.0134,-0.00663,-0.559,-0.125

396723,T-DM1 + Pertuzumab,72,White,1,0,3.2,No,1,IHC,3+,0,LumB,1.05,1.8,-0.786,1.59,-0.0299,0.0051,-0.415,-0.338

982505,Paclitaxel + Pertuzumab + Trastuzumab,51,White,1,0,5,No,1,FISH,Unknown,0,LumB,1.99,-0.621,-0.627,-0.523,-0.396,-0.354,-0.309,-0.141

799149,Paclitaxel + Pertuzumab + Trastuzumab,35,White,1,0,4.6,No,1,IHC,3+,1,LumA,0.97,2.16,-0.558,1.41,0.0179,-0.0949,-0.419,0.128

324021,Paclitaxel + Pertuzumab + Trastuzumab,44,Black or African American,1,1,2.5,,1,IHC,3+,0,Her2,0.617,2.51,1.28,3.05,1.5,0.108,0.872,-0.364

845079,T-DM1 + Pertuzumab,43,White,1,1,1.5,No,1,FISH,2+,1,NA,0.881,0.243,0.122,-0.287,-0.256,-0.297,-0.609,-0.256

706418,T-DM1 + Pertuzumab,59,White,0,1,4.4,Yes,1,IHC,3+,1,Her2,-0.346,1.59,0.17,2.12,0.403,-0.0155,-0.636,0.017

725455,Paclitaxel + Trastuzumab,49,White,0,1,4.6,No,1,FISH,2+,0,Basal,-1.23,0.262,0.708,0.39,-0.0135,0.0604,0.306,NA

727255,T-DM1 + Pertuzumab,53,White,0,1,6,Yes,1,IHC,3+,0,Basal,-0.883,-0.639,1.07,-0.424,-0.328,-0.277,1,3.93

790397,T-DM1 + Pertuzumab,33,White,1,0,4.7,Yes,1,IHC,3+,1,LumA,0.146,2.51,-0.79,1.63,-0.0147,-0.0308,-0.603,0.297

644609,Paclitaxel + Pertuzumab + Trastuzumab,67,White,0,1,3.8,,1,IHC,3+,1,Her2,-0.654,2.54,-0.067,3.46,4.8,2.49,0.0862,1.38

311316,T-DM1 + Pertuzumab,48,White,1,0,7.3,No,1,FISH,2+,0,LumA,0.757,0.212,-0.255,-0.441,-0.256,-0.36,-0.627,-0.258

889721,T-DM1 + Pertuzumab,64,White,0,1,3.7,Yes,1,IHC,3+,1,Her2,-0.391,1.64,0.328,2.71,6.24,6.34,-0.452,0.261

865416,T-DM1 + Pertuzumab,41,White,1,0,3.6,Yes,1,FISH,Unknown,0,LumA,0.282,-0.342,-1.33,-0.424,-0.179,-0.322,-0.634,-0.665

123660,Paclitaxel + Trastuzumab,71,Asian,0,0,6.1,No,1,IHC,3+,0,LumA,0.00599,1.59,-1.47,2.01,2.66,3.76,-0.586,0.371

859699,Paclitaxel + Trastuzumab,53,White,1,0,4.6,Yes,1,FISH,Unknown,1,LumA,0.563,0.604,-0.404,NA,NA,NA,NA,NA

895653,Paclitaxel + Pertuzumab + Trastuzumab,43,White,1,0,2.7,Yes,1,IHC,3+,1,LumA,0.108,2.21,-1.54,2.17,0.122,-0.158,-0.519,-0.446

128051,T-DM1 + Pertuzumab,56,White,1,0,3.3,Yes,1,FISH,2+,0,LumB,0.862,0.022,0.446,-0.126,-0.198,-0.131,-0.11,0.676

824234,Paclitaxel + Trastuzumab,30,White,1,0,3.7,No,1,IHC,3+,1,Her2,-0.438,2.83,-0.196,2.47,0.39,-0.0388,-0.467,-0.654

503034,Paclitaxel + Pertuzumab + Trastuzumab,42,White,0,0,3.4,No,1,IHC,3+,0,Her2,-0.598,1.04,-0.979,0.463,-0.0547,-0.333,-0.53,-0.486

726381,Paclitaxel + Trastuzumab,63,White,1,0,5.9,No,1,IHC,3+,0,LumA,0.843,-0.252,-0.768,-0.212,-0.31,-0.321,-0.243,4.12

728149,T-DM1 + Pertuzumab,46,White,1,0,2.4,,1,FISH,2+,0,LumA,1.09,0.401,-2.14,-0.121,-0.286,-0.228,-0.651,-0.206

995480,Paclitaxel + Pertuzumab + Trastuzumab,46,Asian,1,0,4.6,Yes,1,IHC,3+,0,LumA,0.936,2.72,-0.324,1.91,1.04,2.16,-0.0517,0.488

442637,Paclitaxel + Trastuzumab,56,Asian,0,0,3.7,Yes,1,IHC,3+,0,Basal,-0.0285,2.12,0.478,2.1,1.15,-0.26,-0.208,-0.263

742477,Paclitaxel + Trastuzumab,44,White,1,0,3.5,No,1,FISH,2+,0,LumB,0.816,-0.288,-0.396,0.0324,-0.149,-0.0662,-0.599,NA

162562,Paclitaxel + Trastuzumab,61,White,0,1,3.2,No,1,IHC,3+,1,Her2,-0.617,1.74,0.499,2.22,3.93,3.4,0.0123,0.217

687288,T-DM1 + Pertuzumab,57,White,0,1,2.6,No,1,IHC,3+,1,Her2,-0.781,1.89,-0.434,1.33,0.166,-0.0993,-0.121,0.859

584561,Paclitaxel + Pertuzumab + Trastuzumab,39,White,0,1,6,Yes,1,IHC,3+,1,Her2,-0.934,2.06,-0.38,2.71,0.408,9.17,-0.438,0.352

720065,Paclitaxel + Trastuzumab,55,White,1,0,2.6,No,1,FISH,2+,0,LumB,1.2,-0.0926,-0.978,-0.492,-0.25,-0.367,-0.597,-0.976

507249,Paclitaxel + Pertuzumab + Trastuzumab,37,White,1,0,2.8,No,1,IHC,3+,0,LumA,0.63,-0.692,-1.52,-0.488,-0.33,-0.371,-0.703,0.0231

724293,T-DM1 + Pertuzumab,41,White,1,0,2.8,,1,IHC,3+,1,LumA,0.949,1.78,-0.466,0.858,-0.0757,-0.0543,-0.345,0.429

112606,Paclitaxel + Trastuzumab,57,White,1,0,4.2,Yes,1,IHC,3+,0,LumA,2.5,0.349,-0.711,0.241,-0.23,-0.272,-0.65,-0.14