BioGPS
  • Home
  • Help
  • Plugins
  • Datasets
  • Sign Up
  • Login
Examples: Gene Symbol(s), Gene Ontology, Splicing plugins, Melanoma datasets
advanced
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...

Registered by ArrayExpress Uploader
View Dataset

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

Tags

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

Other Formats

JSON    XML
  • About
  • Blog
  • Help
  • FAQ
  • Downloads
  • API
  • iPhone App
  • Email updates
© 2025 The Scripps Research Institute. All rights reserved. (ver 94eefe6 )
  • Terms of Use