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

Tags

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

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