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

Tags

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

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