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["Traning Cohort: list of all samples and clinical data for the patients."]
["Case","Response","Tumor reduction %","Histology pre","Date of surgery","Age","ER","PR","P53","KI_67 %","EGF_R","bcl2","cerbB2","Grading","Chemotherapy","CHT"]
["BC1492","NC",0,"invasive lobular","2003-03-17",50,0,0,"270",28,4,0,0,2,"4xEC","CHT:4-6/03"]
["BC1426","NC",0,"invasive ductal + intraductal(40%)","2003-01-10",62,1,1,"0",2,0,400,"1+ to 2+","1 a. 2","3xEC","CHT:1-3/03"]
["BC1257","NC",0,"invasive lobular","2002-08-29",69,1,1,0,16,0,180,"1+ to 2+",2,"4xEC,Femara","CHT:9-11/02,Fem:11/02-12/02"]
["BC1176","NC",0,"invasive lobular a. tubular-lobular","2002-07-22",47,1,1,0,7,0,130,0,2,"4xEC,Tam","CHT: 4-6/02, Tam: 6/02-28.7.02"]
["BC1092","NC",0,"invasive lobular a. ductal","2002-04-23",66,1,1,0,10,0,0,0,2,"4xEC,Tam","CHT:5-7/02, Tam:8/02-20.8.02"]
["BC1050","NC",0,"invasive tubular-lobular; multifocal","2000-08-21",60,1,1,0,3,0,60,0,2,"4xEC,Tam","Tam: 8/00-21.8.00, CHT: 8-11/00"]
["BC1034","NC",0,"intraductal a. invasive","2000-03-21",43,1,1,0,2,0,0,0,2,"4xEC,XRT,Tam","CHT: 3-6/00, XRT: 7-9/00, Tam: 9/00-27.11.00"]
["BC1044","NC",0,"invasive tubular-lobular","2000-06-07",68,1,1,0,6,0,70,0,1,"4xEC, 4 days Tam","CHT: 6-8/00"]
["BC1466","pCR",100,"invasive ductal a. intraductal(30%)","2003-02-05",57,0,0,0,26,0,0,"3+",2,"6xEC","CHT: 2-6/03"]
["BC1255","pCR",100,"invasive lobular","2002-08-14",57,1,0,180,26,0,60,0,2,"4xEC,Tam","CHT:7-10/02,Tam:12/02-30.1.03"]
["BC1254","pCR",100,"medullary","2002-08-09",62,0,0,0,70,3,0,"1+",3,"6xEC","CHT:8-12/02"]
["BC1180","pCR",100,"invasive lobular a. ductal","2002-07-17",32,0,0,30,20,5,0,"1+",2,"6xEC","CHT:7-10/02"]
["BC1159","pCR",100,"invasive lobular a. ductal","2002-06-05",40,0,0,0,70,5,70,"1+ to 2+",2,"6xEC","CHT:6-10/02"]
["BC1042","pCR",100,"non-typical medullary a. intraductal (bicentr.)","2000-06-06",38,0,0,15,35,0,10,0,3,"4xEC, XRT","CHT: 6-8/00, XRT:  9-10/00"]
["BC1032","pCR",100,"invasive lobular a. ductal","2000-03-21",58,0,0,40,15,0,0,"3+",2,"4xEC","CHT: 3-5/00"]
["BC1443","PR/CR",94,"invasive lobular a. ductal","2003-01-22",61,1,0,0,30,0,10,"3+",2,"6xEC,Femara","CHT:1-4/03; Fem:4-5/03"]
["BC1167","PR",0,"invasive lobular","2002-06-13",71,1,1,0,8,0,400,0,2,"4xEC,Femara","CHT:6-9/02,Fem:9/02-2.10.02"]
["BC1162","PR",0,"invasive lobular","2002-05-31",66,1,1,0,7,0,70,"1+",2,"4xEC,Tam","CHT:6-8/02,Tam:9/02-10/02"]
["BC1143","PR",0,"invasive ductal a. intraductal(5%)","2002-05-14",54,1,1,0,17,0,210,"1+",2,"4xEC","CHT:6-8/02"]
["BC1138","PR",0,"invasive lobular; multifocal","2002-04-26",57,1,1,0,13,0,80,"1+",2,"6xEC","CHT:5-8/02"]
["BC1100","PR",0,"invasive tubular-lobular","2000-08-16",55,1,1,0,4,0,140,0,1,"4xEC,Tam","CHT:8-10/00,Tam:10/00-1/01"]
["BC1040","PR",0,"invasive ductal","2000-04-25",40,1,1,0,28,0,294,0,2,"4xEC,XRT,Tam","CHT: 5-7/00, XRT: 8-9/00, Tam: 9/00-20.11.00"]
["BC1170","PR",0,"invasive lobular a. ductal bifokal","2002-06-20",67,1,0,0,4,0,210,"2+ to 3+",2,"4xEC","CHT:7-9/02"]
["BC1140","PR",10,"left: invasive lobular","2002-05-14",73,1,1,0,14,0,180,0,2,"4xEC, Femara ","NK"]
["BC1418","PR",12,"left:bifocal invasive tubular-lobular","2002-09-24",57,1,0,0,7,0,300,"2+",1,"4xEC,Femara","CHT:10-12/02,Fem:12/02-28.1.03"]
["BC1420","PR",15,"invasive ductal a. lobular; multifocal","2002-12-03",63,1,1,0,3,0,400,"2+",2,"4xEC,Tam","CHT:12/02-2/03,Tam:19.2.-21.3.03"]
["BC1491","PR",18,"invasive lobular","2003-03-04",64,1,1,0,7,0,300,0,2,"4xEC,Femara","CHT:3-5/03; Fem:5/03-18.6.03"]
["BC1515","PR",20,"invasive ductal","2003-04-10",64,1,1,400,5,0,300,0,2,"4xEC,Tam","CHT:4-7/03, Tam:7/03-8.8.03"]
["BC1445","PR",20,"right:invasive lobular; bifocal","2003-01-17",64,1,0,60,15,5,160,"1+ to 2+",2,"4xEC,Femara","CHT:2-4/03; Fem:4-5/03"]
["BC1036","PR",24,"invasive ductal","2000-03-30",58,1,1,0,15,0,392,0,2,"4xEC,Tam","CHT: 4-6/00, Tam: 6/00-14.8.00"]
["BC1308","PR",25,"invasive lobular; multifocal","2002-10-02",74,0,0,0,16,0,0,"2+",2,"4xEC","CHT:10-12/02"]
["BC1133","PR",25,"invasive ductal","2002-04-29",53,0,0,50,50,5,294,"0",3,"4xEC","CHT:5-7/02"]
["BC1259","PR",32,"invasive ductal a. lobular (Herd1) a. invasive ductal (Herd2)","2002-09-09",59,1,0,0,16,0,300,"2+ to 3+",2,"4xEC,Tam ","CHT:10/02-1/03,Tam:1/03 "]
["BC1498","PR",33,"invasive ductal; bifocal","2002-10-14",62,1,0,160,19,0,15,"3+",3,"4xEC","CHT:11/02-1/03"]
["BC1490","PR",35,"invasive lobular","2003-02-26",60,1,1,0,8,0,100,"1+",2,"4xEC,Femara","CHT:9-12/02"]
["BC1166","PR",35,"invasive ductal a. lobular","2002-06-11",45,1,1,20,14,0,140,"1+ to 2+",2,"4xEC","CHT:6-10/02"]
["BC1142","PR",35,"invasive lobular; bifocal","2002-05-16",53,1,1,0,18,0,20,"1+",2,"6xEC,Tam","CHT:5-9/02,Tam:9/02-24.10.02"]
["BC1422","PR",40,"invasive ductal a. lobular; multifocal","2002-11-25",53,1,1,0,2,0,360,"2+",2,"4xEC","CHT:11/02-2/03"]
["BC1132","PR",40,"invasive ductal","2002-05-06",41,1,1,180,18,0,30,"2+",3,"6xEC,Aromasin","CHT:8-9/02,Arom:9/02-21.10.02"]
["BC1096","PR",40,"invasive ductal","2000-04-26",46,1,1,0,13,0,294,0,2,"4xEC,XRT","CHT: 5-7/00, XRT: 9-22.10.00"]
["BC1129","PR",42,"invasive tubular-lobular","2002-04-30",52,0,0,0,15,1,0,"2+",2,"6xEC","CHT:5-9/02"]
["BC1131","PR",45,"invasive ductal (pulmonal, ossar)","2002-04-29",63,1,0,60,45,0,300,"0",2,"6xEC,Taxol,Biphosphonat,+Tam","CHT:5-9/02,T 1week,Biph.:9/02 4weeks"]
["BC1130","PR",45,"invasive lobular","2002-04-29",42,1,1,0,"NK",0,140,0,2,"6xEC, Zoladex+Tam","CHT:5-8/02,Zol+Tam:10.9.-23.9.02"]
["BC1446","PR",50,"invasive lobular; bifocal","2003-01-28",53,1,1,"0",35,0,140,"1+",2,"4xEC,Femara ","CHT:2-4/03; Fem:4-5/03"]
["BC1256","PR",50,"invasive lobular","2002-08-29",60,0,0,270,17,0,0,"1+",2,"5xEC","CHT:9-12/02"]
["BC1116","PR",53,"invasive lobular","2000-04-18",49,1,1,0,3,0,180,0,2,"4xEC,XRT,Tam","CHT: 5-7/00, XRT: 7-9/00, Tam: 9/00-13.11.00"]
["BC1141","PR",55,"invasive lobular","2002-05-14",52,1,1,0,20,1,500,0,2,"6xEC,Tam","CHT:5-9/02,Tam:9/02-22.10.02"]
["BC1415","PR",55,"invasive lobular; multifocal","2002-12-12",53,0,0,400,40,5,15,0,2,"4xEC","CHT:1/03-3/03"]
["BC1495","PR",60,"invasive tubular a. intraductal (10%); bifocal","2003-03-19",58,1,0,56,2,0,300,0,2,"6xEC,Arimidex","CHT:4/03-7/03, Arimidex: 7/03-3.9.03"]
["BC1497","PR",75,"invasive lobular","2002-12-05",42,1,1,0,5,0,300,"2+",2,"4xEC,4xT,Zoladex","CHT:12/02-4/03; Zolad.:4/03-25.4.03"]
["BC1160","PR",75,"invasive lobular","2002-05-23",47,0,1,0,35,0,30,0,2,"6xEC","CHT:6-8/02"]
["BC1038","PR",75,"invasive ductal","2000-04-06",35,1,1,0,30,0,294,0,2,"4xEC","CHT: 4-5/00"]
["BC1095","PR",85,"invasive tubular-lobular","2000-03-21",60,1,0,0,1,0,294,0,1,"4xEC,XRT,Tam","CHT:3-5/00,XRT:7-8/00,Tam:8/00-23.10.00"]
["BC1024","PR",88,"invasive lobular","1999-05-26",59,1,1,80,18,"NK",70,0,2,"4xEC,XRT,Tam","CHT:5-8/99; XRT:9-10/99; Tam:11/99-5.1.00"]
["BC1101","PR","75-85","invasive lobular; multifocal","2000-11-28",75,1,0,0,10,0,180,"3+",2,"4xEC,Arimidex","CHT: 12/00-3/01, Arim.: 2/01-27.3.01"]
["BC1139","PR","80-90","invasive lobular with DCIS parts; multifocal","2002-04-29",55,1,1,50,15,"NK","NK","NK",1,"4xEC,Femara","CHT:5-8/02,Fem:8/02-20.9.02"]

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