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

Tags

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

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