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Home › Dataset Library › Validation cohort for genomic predictor of response and survival following neoadjuvant taxane-anthracycline chemotherapy in breast cancer

Dataset: Validation cohort for genomic predictor of response and survival following neoadjuvant taxane-anthracycline chemotherapy in breast cancer

PURPOSE: To develop a predictive test for response and survival following neoadjuvant taxane-anthracycline chemotherapy for HER2-negative...

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PURPOSE: To develop a predictive test for response and survival following neoadjuvant taxane-anthracycline chemotherapy for HER2-negative invasive breast cancer. METHODS: We developed a microarray-based gene expression test from pre-treatment tumor biopsies (310 patients) to predict favorable outcome based on estrogen receptor (ER) status,pathologic response to chemotherapy, 3-year disease outcomes, and sensitivity to endocrine therapy. Tumors were classified as treatment-sensitive if predicted to have pathologic response (and not resistance) to chemotherapy, or sensitive to endocrine therapy. We tested predictive accuracy, with 95% confidence interval (CI), for pathologic response (PPV, positive predictive value), distant relapse-free survival (DRFS), and absolute risk reduction at median follow-up in 198 other patients. Independence from clinical-pathologic factors was assessed in a multivariate Cox regression analysis based on the likelihood ratio test. Other evaluable, published response predictors (genomic grade index (GGI), intrinsic subtype (PAM50), pCR predictor (DLDA30)) were compared. Neoadjuvant validation cohort of 198 HER2-negative breast cancer cases treated with taxane-anthracycline chemotherapy pre-operatively and endocrine therapy if ER-positive. Response was assessed at the end of neoadjuvant treatment and distant-relapse-free survival was followed for at least 3 years post-surgery.

Species:
human

Samples:
198

Source:
E-GEOD-25065

PubMed:
21558518

Updated:
Dec.12, 2014

Registered:
Jun.19, 2014


Factors: (via ArrayExpress)
Sample SAMPLE ID STATUS GRADE CLASS PREDICTION YEARS RD SOURCE IHC TAXANE STAGE
GSM615828 Spain57 N 1 RCB-II Rx Insensitive 45.0 RD LBJ/IN/GEI N Taxol T2
GSM615827 Spain53 N 3 RCB-II Rx Insensitive 71.0 RD LBJ/IN/GEI N Taxol T2
GSM615826 Spain51 N 1 RCB-II Rx Sensitive 44.0 RD LBJ/IN/GEI N Taxol T3
GSM615825 Spain49 N 3 RCB-III Rx Sensitive 42.0 RD LBJ/IN/GEI P Taxol T2
GSM615824 Spain48 N 3 RCB-0/I Rx Insensitive 46.0 PCR LBJ/IN/GEI N Taxol T2
GSM615823 Spain46 N 3 RCB-III Rx Sensitive 45.0 RD LBJ/IN/GEI N Taxol T3
GSM615822 Spain45 N NA RCB-0/I Rx Insensitive 56.0 PCR LBJ/IN/GEI P Taxol T4
GSM61582 Spain41 N 3 RCB-II Rx Insensitive 64.0 RD LBJ/IN/GEI P Taxol T3
GSM615820 Spain32 N 2 RCB-II Rx Insensitive 42.0 RD LBJ/IN/GEI P Taxol T3
GSM615819 Spain30 N 2 NA Rx Insensitive 39.0 RD LBJ/IN/GEI P Taxol T2
GSM615818 Spain27 N 2 NA Rx Insensitive 61.0 RD LBJ/IN/GEI P Taxol T2
GSM615817 Spain13 N 1 RCB-II Rx Sensitive 42.0 RD LBJ/IN/GEI P Taxol T3
GSM615816 Spain12 N 1 RCB-II Rx Insensitive 60.0 RD LBJ/IN/GEI P Taxol T2
GSM615815 Spain07 N 2 RCB-II Rx Insensitive 37.0 RD LBJ/IN/GEI P Taxol T2
GSM615814 Spain06 N 2 RCB-II Rx Insensitive 67.0 RD LBJ/IN/GEI P Taxol T2
GSM615813 Spain04 N 3 RCB-II Rx Insensitive 68.0 RD LBJ/IN/GEI N Taxol T3
GSM615812 PERU76 N NA RCB-III Rx Insensitive 51.0 RD LBJ/IN/GEI N Taxol T4
GSM6158 PERU73 N 3 RCB-III Rx Insensitive 61.0 RD LBJ/IN/GEI P Taxol T3
GSM615810 PERU72 N 3 RCB-III Rx Insensitive 37.0 RD LBJ/IN/GEI P Taxol T4
GSM615809 PERU69 N 2 RCB-III Rx Insensitive 53.0 RD LBJ/IN/GEI P Taxol T4
GSM615808 PERU61 N 3 RCB-II Rx Insensitive 69.0 RD LBJ/IN/GEI P Taxol T4
GSM615807 PERU57 N 1 RCB-III Rx Sensitive 41.0 RD LBJ/IN/GEI P Taxol T2
GSM615806 PERU56 N NA RCB-III Rx Insensitive 44.0 RD LBJ/IN/GEI N Taxol T4
GSM615805 PERU54 N NA NA Rx Insensitive 63.0 RD LBJ/IN/GEI N Taxol T2
GSM615804 PERU53 N 3 RCB-II Rx Insensitive 35.0 RD LBJ/IN/GEI N Taxol T3
GSM615803 PERU52 N NA RCB-0/I Rx Sensitive 58.0 PCR LBJ/IN/GEI N Taxol T4
GSM615802 PERU50 N NA RCB-0/I Rx Insensitive 44.0 PCR LBJ/IN/GEI P Taxol T2
GSM61580 PERU48 N 2 RCB-III Rx Insensitive 59.0 RD LBJ/IN/GEI N Taxol T4
GSM615800 PERU44 N 3 RCB-III Rx Sensitive 40.0 RD LBJ/IN/GEI N Taxol T4
GSM615799 PERU42 N NA NA Rx Insensitive 42.0 RD LBJ/IN/GEI P Taxol T4
GSM615798 PERU40 N 3 RCB-0/I Rx Insensitive 40.0 PCR LBJ/IN/GEI P Taxol T3
GSM615797 PERU38 N 2 RCB-III Rx Sensitive 52.0 RD LBJ/IN/GEI P Taxol T4
GSM615796 PERU37 N 2 RCB-III Rx Insensitive 48.0 RD LBJ/IN/GEI P Taxol T4
GSM615795 PERU28 N 2 RCB-III Rx Insensitive 39.0 RD LBJ/IN/GEI P Taxol T2
GSM615794 PERU26 N 2 RCB-III Rx Insensitive 66.0 RD LBJ/IN/GEI P Taxol T2
GSM615793 PERU23 N NA RCB-0/I Rx Insensitive 53.0 PCR LBJ/IN/GEI N Taxol T4
GSM615792 PERU21 N NA RCB-III Rx Sensitive 36.0 RD LBJ/IN/GEI P Taxol T3
GSM61579 PERU16-18 N NA RCB-III Rx Insensitive 46.0 RD LBJ/IN/GEI P Taxol T4
GSM615790 PERU06 N NA NA Rx Insensitive 72.0 NA LBJ/IN/GEI P Taxol T3
GSM615789 PERU05 N 2 RCB-II Rx Insensitive 38.0 RD LBJ/IN/GEI P Taxol T2
GSM615788 PERU02 N 3 RCB-II Rx Insensitive 71.0 RD LBJ/IN/GEI P Taxol T4
GSM615787 LBJ171 N 3 RCB-III Rx Insensitive 46.0 RD LBJ/IN/GEI N Taxol T3
GSM615786 LBJ170 N 3 RCB-0/I Rx Insensitive 55.0 RD LBJ/IN/GEI P Taxol T4
GSM615785 LBJ158 N 2 RCB-III Rx Insensitive 51.0 RD LBJ/IN/GEI N Taxol T4
GSM615784 LBJ143 N 23 RCB-II Rx Insensitive 63.0 RD LBJ/IN/GEI N Taxol T2
GSM615783 LBJ131 N 2 NA Rx Insensitive 47.0 RD LBJ/IN/GEI P Taxol T4
GSM615782 LBJ105 N 3 RCB-0/I Rx Insensitive 59.0 PCR LBJ/IN/GEI P Taxol T3
GSM61578 LBJ103 N 2 RCB-II Rx Insensitive 63.0 RD LBJ/IN/GEI P Taxol T3
GSM615780 LBJ082 N 3 RCB-0/I Rx Insensitive 39.0 PCR LBJ/IN/GEI N Taxol T3
GSM615779 LBJ071 N 2 RCB-0/I Rx Insensitive 56.0 PCR LBJ/IN/GEI P Taxol T2
GSM615778 LBJ070 N 3 RCB-II Rx Sensitive 38.0 RD LBJ/IN/GEI P Taxol T3
GSM615777 LBJ054 N 2 RCB-II Rx Insensitive 35.0 RD LBJ/IN/GEI P Taxol T1
GSM615776 LBJ053 N 3 RCB-II Rx Insensitive 45.0 RD LBJ/IN/GEI N Taxotere T3
GSM615775 LBJ047 N 3 RCB-0/I Rx Insensitive 46.0 PCR LBJ/IN/GEI P Taxol T2
GSM615774 LBJ046 N 2 RCB-III Rx Insensitive 59.0 RD LBJ/IN/GEI P Taxol T4
GSM615773 LBJ038 N 2 RCB-0/I Rx Insensitive 58.0 PCR LBJ/IN/GEI N Taxol T2
GSM615772 LBJ032 N 3 RCB-II Rx Insensitive 53.0 RD LBJ/IN/GEI P Taxotere T3
GSM61577 LBJ016 N 3 RCB-II Rx Insensitive 39.0 RD LBJ/IN/GEI N Taxol T3
GSM615770 MDA018 N 2 NA Rx Sensitive 48.7 NA MDACC P Taxol T2
GSM615769 MDA016 N 3 NA Rx Insensitive 43.0 NA MDACC N Taxol T2
GSM615768 MDA015 N 2 NA Rx Sensitive 57.5 NA MDACC P Taxol T1
GSM615767 MDA014 N 2 NA Rx Sensitive 31.9 NA MDACC P Taxol T1
GSM615766 MDA013 N 3 NA Rx Insensitive 61.2 NA MDACC N Taxol T2
GSM615765 MDA012 N 1 NA Rx Sensitive 44.0 NA MDACC P Taxol T3
GSM615764 MDA011 N 3 NA Rx Insensitive 61.8 NA MDACC N Taxol T2
GSM615763 MDA010 N 3 NA Rx Insensitive 45.2 NA MDACC N Taxol T2
GSM615762 MDA009 N 3 NA Rx Sensitive 32.8 NA MDACC N Taxol T3
GSM61576 MDA008 N 1 NA Rx Sensitive 60.9 NA MDACC P Taxol T3
GSM615760 MDA007 N 2 NA Rx Sensitive 67.4 NA MDACC P Taxol T2
GSM615759 MDA006 N 2 NA Rx Sensitive 66.7 NA MDACC P Taxol T2
GSM615758 MDA005 N 2 NA Rx Insensitive 49.1 NA MDACC P Taxotere T1
GSM615757 MDA003 N 2 NA Rx Insensitive 62.6 NA MDACC N Taxotere T1
GSM615756 MDA002 N 1 NA Rx Sensitive 53.1 NA MDACC P Taxol T2
GSM615755 916 N 3 NA Rx Insensitive 31.0 RD MDACC P Taxol T3
GSM615754 913 N 3 RCB-II Rx Insensitive 59.0 RD MDACC P Taxol T2
GSM615753 910 N 3 RCB-III Rx Insensitive 46.0 RD MDACC P Taxol T4
GSM615752 905 N 2 RCB-II Rx Sensitive 64.0 RD MDACC P Taxol T2
GSM61575 901 N 3 RCB-II Rx Insensitive 38.0 RD MDACC N Taxol T2
GSM615750 896 N 3 RCB-II Rx Sensitive 27.0 RD MDACC P Taxotere T3
GSM615749 893 N 3 NA Rx Sensitive 47.0 RD MDACC P Taxotere T1
GSM615748 892 N 3 RCB-0/I Rx Insensitive 60.0 PCR MDACC P Taxol T2
GSM615747 886 N 2 RCB-II Rx Sensitive 42.0 RD MDACC P Taxol T2
GSM615746 885 N 2 RCB-III Rx Insensitive 56.0 RD MDACC N Taxol T2
GSM615745 883 N 2 RCB-II Rx Insensitive 46.0 RD MDACC P Taxotere T1
GSM615744 881 N 3 RCB-0/I Rx Sensitive 48.0 PCR MDACC N Taxotere T2
GSM615743 880 N 2 RCB-II Rx Insensitive 43.4 RD MDACC P Taxotere T2
GSM615742 879 N 3 RCB-0/I Rx Insensitive 38.0 PCR MDACC N Taxol T2
GSM61574 868 N 3 RCB-0/I Rx Sensitive 44.0 RD MDACC P Taxol T2
GSM615740 867 N 2 RCB-II Rx Sensitive 42.0 RD MDACC P Taxol T2
GSM615739 865 N 3 RCB-II Rx Insensitive 53.0 RD MDACC N Taxol T3
GSM615738 860 N 2 RCB-II Rx Sensitive 61.0 RD MDACC P Taxol T4
GSM615737 857 N 3 RCB-0/I Rx Sensitive 50.0 PCR MDACC P Taxol T2
GSM615736 854 N 3 RCB-0/I Rx Sensitive 52.0 PCR MDACC P Taxol T0
GSM615735 845 N 3 RCB-0/I Rx Sensitive 51.0 RD MDACC P Taxol T2
GSM615734 842 N 2 RCB-II Rx Sensitive 61.0 RD MDACC P Taxol T2
GSM615733 840 N 3 RCB-0/I Rx Insensitive 64.0 PCR MDACC N Taxol T2
GSM615732 839 N 3 RCB-II Rx Insensitive 24.0 RD MDACC P Taxol T3
GSM61573 838 N 2 RCB-II Rx Insensitive 43.0 RD MDACC P Taxol T2
GSM615730 837 N 3 RCB-II Rx Insensitive 47.0 RD MDACC P Taxol T4
GSM615729 835 N 3 RCB-III Rx Sensitive 53.0 RD MDACC P Taxol T4
GSM615728 831 N 3 RCB-II Rx Insensitive 45.0 RD MDACC P Taxol T2
GSM615727 829 N 3 RCB-0/I Rx Sensitive 24.0 PCR MDACC N Taxol T2
GSM615726 828 N 3 RCB-III Rx Insensitive 58.0 RD MDACC P Taxol T4
GSM615725 826 N 3 RCB-III Rx Insensitive 33.0 RD MDACC P Taxol T2
GSM615724 825 N 3 RCB-0/I Rx Sensitive 59.0 PCR MDACC P Taxol T2
GSM615723 824 N 3 RCB-0/I Rx Insensitive 41.0 PCR MDACC P Taxol T4
GSM615722 822 N 2 RCB-II Rx Insensitive 43.0 RD MDACC P Taxol T2
GSM61572 821 N 2 RCB-III Rx Insensitive 60.0 RD MDACC P Taxol T2
GSM615720 817 N 3 RCB-III Rx Insensitive 35.0 RD MDACC P Taxol T4
GSM615719 815 N 1 RCB-II Rx Sensitive 49.0 RD MDACC P Taxol T3
GSM615718 814 N 2 RCB-0/I Rx Insensitive 54.0 RD MDACC P Taxol T2
GSM615717 813 N 3 RCB-II Rx Insensitive 45.0 RD MDACC P Taxol T3
GSM615716 811 N 3 RCB-II Rx Insensitive 33.0 RD MDACC N Taxol T3
GSM615715 798 N 3 RCB-II Rx Insensitive 50.0 RD MDACC N Taxotere T2
GSM615714 787 N 3 RCB-0/I Rx Insensitive 54.0 RD MDACC N Taxotere T2
GSM615713 748 N 2 NA Rx Insensitive 45.0 RD MDACC P Taxol T1
GSM615712 699 N 3 RCB-III Rx Insensitive 57.0 RD MDACC N Taxotere T2
GSM6157 660 N 2 RCB-II Rx Insensitive 34.0 RD MDACC P Taxotere T2
GSM615710 645 N 2 RCB-0/I Rx Insensitive 42.0 RD MDACC P Taxotere T3
GSM615709 575 N 3 NA Rx Insensitive 27.0 RD MDACC P Taxol T3
GSM615708 551 N 2 RCB-II Rx Insensitive 64.0 RD MDACC P Taxotere T2
GSM615707 544 N 3 RCB-0/I Rx Sensitive 63.0 RD MDACC N Taxotere T2
GSM615706 509 N 2 RCB-0/I Rx Sensitive 43.0 PCR MDACC N Taxotere T3
GSM615705 496 N 1 RCB-II Rx Sensitive 40.0 RD MDACC P Taxotere T2
GSM615704 480 N 1 RCB-II Rx Insensitive 58.0 RD MDACC P Taxotere T1
GSM615703 470 N 3 RCB-0/I Rx Insensitive 58.0 RD MDACC P Taxotere T2
GSM615702 440 N 3 RCB-II Rx Sensitive 57.0 RD MDACC P Taxotere T2
GSM61570 437 N 3 RCB-III Rx Insensitive 53.0 RD MDACC P Taxotere T2
GSM615700 364 N 1 RCB-II Rx Insensitive 69.0 RD MDACC P Taxotere T3
GSM615699 348 N 3 RCB-II Rx Sensitive 47.0 RD MDACC N Taxotere T3
GSM615698 342 N 3 RCB-II Rx Sensitive 56.0 RD MDACC P Taxotere T2
GSM615697 337 N 3 RCB-III Rx Insensitive 52.0 RD MDACC P Taxotere T2
GSM615696 336 N 3 RCB-0/I Rx Insensitive 65.0 RD MDACC N Taxotere T2
GSM615695 327 N 3 RCB-0/I Rx Insensitive 72.0 PCR MDACC P Taxotere T3
GSM615694 324 N 3 RCB-0/I Rx Insensitive 40.0 PCR MDACC N Taxotere T2
GSM615693 320 N 3 NA Rx Insensitive 36.0 RD MDACC N Taxotere T2
GSM615692 305 N 2 RCB-III Rx Sensitive 59.0 RD MDACC P Taxotere T2
GSM61569 293 N 3 RCB-III Rx Insensitive 34.0 RD MDACC N Taxotere T2
GSM615690 290 N 2 RCB-II Rx Insensitive 45.0 RD MDACC P Taxotere T2
GSM615689 272 N 3 NA Rx Insensitive 40.0 RD MDACC N Taxotere T3
GSM615688 268 N 2 RCB-II Rx Sensitive 38.0 RD MDACC P Taxotere T2
GSM615687 249 N 3 NA Rx Sensitive 39.0 RD MDACC N Taxotere T3
GSM615686 225 N 2 RCB-II Rx Insensitive 37.0 RD MDACC P Taxotere T2
GSM615685 223 N 3 RCB-II Rx Insensitive 62.0 RD MDACC P Taxotere T2
GSM615684 161 N 3 NA Rx Insensitive 61.1 RD USO N Taxotere T2
GSM615683 159 N 2 NA Rx Insensitive 57.7 RD USO P Taxotere T2
GSM615682 155 N 2 NA Rx Sensitive 46.0 RD USO N Taxotere T2
GSM61568 154 N NA NA Rx Insensitive 52.8 PCR USO N Taxotere T2
GSM615680 150 N 3 NA Rx Sensitive 48.4 PCR USO N Taxotere T3
GSM615679 149 N 2 NA Rx Sensitive 42.6 RD USO P Taxotere T3
GSM615678 148 N 3 NA Rx Insensitive 54.6 RD USO P Taxotere T2
GSM615677 145 N 3 NA Rx Sensitive 46.0 PCR USO N Taxotere T3
GSM615676 133 N 3 NA Rx Sensitive 46.8 PCR USO N Taxotere T2
GSM615675 130 N 3 NA Rx Insensitive 45.2 RD USO P Taxotere T3
GSM615674 125 N 3 NA Rx Insensitive 32.6 RD USO N Taxotere T1
GSM615673 124 N 2 NA Rx Insensitive 34.1 RD USO P Taxotere T3
GSM615672 118 N NA NA Rx Insensitive 49.6 PCR USO N Taxotere T3
GSM61567 113 N 2 NA Rx Insensitive 38.6 RD USO N Taxotere T3
GSM615670 112 N 2 NA Rx Insensitive 52.5 RD USO P Taxotere T3
GSM615669 111 N 3 NA Rx Sensitive 47.4 PCR USO P Taxotere T3
GSM615668 110 N 3 NA Rx Insensitive 40.3 PCR USO N Taxotere T2
GSM615667 106 N 3 NA Rx Insensitive 55.7 RD USO N Taxotere T3
GSM615666 104 N 3 NA Rx Insensitive 66.7 RD USO N Taxotere T3
GSM615665 103 N 2 NA Rx Insensitive 50.1 PCR USO P Taxotere T2
GSM615664 101 N 3 NA Rx Insensitive 44.4 RD USO P Taxotere T3
GSM615663 100 N 3 NA Rx Insensitive 52.8 PCR USO P Taxotere T3
GSM615662 97 N 3 NA Rx Insensitive 43.4 RD USO P Taxotere T3
GSM61566 96 N 3 NA Rx Insensitive 62.3 RD USO N Taxotere T2
GSM615660 95 N 3 NA Rx Insensitive 40.7 PCR USO N Taxotere T2
GSM615659 94 N 2 NA Rx Insensitive 59.5 RD USO P Taxotere T3
GSM615658 88 N 3 NA Rx Insensitive 50.3 PCR USO N Taxotere T2
GSM615657 87 N 3 NA Rx Insensitive 43.9 RD USO N Taxotere T3
GSM615656 86 N 2 NA Rx Insensitive 49.3 PCR USO P Taxotere T3
GSM615655 85 NA NA NA Rx Sensitive 26.1 RD USO N Taxotere T3
GSM615654 80 N 3 NA Rx Insensitive 45.1 RD USO P Taxotere T3
GSM615653 77 N 2 NA Rx Insensitive 55.9 RD USO P Taxotere T3
GSM615652 76 N 3 NA Rx Insensitive 41.3 RD USO P Taxotere T3
GSM61565 70 N 2 NA Rx Insensitive 60.9 RD USO N Taxotere T2
GSM615650 68 N 3 NA Rx Sensitive 60.1 RD USO N Taxotere T3
GSM615649 67 N 3 NA Rx Insensitive 65.3 RD USO N Taxotere T3
GSM615648 52 N 3 NA Rx Insensitive 59.2 RD USO P Taxotere T3
GSM615647 51 NA 1 NA Rx Insensitive 45.4 RD USO NA Taxotere T2
GSM615646 48 N 2 NA Rx Insensitive 51.5 RD USO P Taxotere T3
GSM615645 46 N 3 NA Rx Insensitive 46.9 RD USO P Taxotere T3
GSM615644 45 N 3 NA Rx Sensitive 50.1 PCR USO N Taxotere T3
GSM615643 36 P 2 NA Rx Insensitive 65.1 RD USO N Taxotere T3
GSM615642 35 N 3 NA Rx Sensitive 54.0 RD USO P Taxotere T3
GSM61564 32 N 3 NA Rx Sensitive 40.3 RD USO N Taxotere T2
GSM615640 31 N 3 NA Rx Insensitive 49.0 RD USO N Taxotere T3
GSM615639 30 N 3 NA Rx Insensitive 43.0 PCR USO N Taxotere T3
GSM615638 24 N 3 NA Rx Insensitive 57.5 RD USO P Taxotere T2
GSM615637 23 N 3 NA Rx Insensitive 34.1 PCR USO N Taxotere T3
GSM615636 20 N 3 NA Rx Sensitive 50.8 PCR USO P Taxotere T3
GSM615635 18 N 3 NA Rx Insensitive 43.8 PCR USO P Taxotere T3
GSM615634 13 N 2 NA Rx Insensitive 47.1 PCR USO P Taxotere T2
GSM615633 12 N 2 NA Rx Insensitive 36.7 RD USO P Taxotere T2
GSM615632 5 P 3 NA Rx Insensitive 41.9 PCR USO N Taxotere T2
GSM61563 1 N 2 NA Rx Insensitive 32.2 RD USO P Taxotere T2

Tags

  • breast
  • breast cancer
  • cancer
  • disease
  • estrogen
  • median

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