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

Tags

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

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