Clinical and molecular characteristics of estrogen receptor-positive ultralow risk breast cancer tumors identified by the 70-gene signature

被引:9
作者
Johansson, Annelie [1 ,2 ]
Yu, Nancy Y. [3 ]
Iftimi, Adina [3 ]
Tobin, Nicholas P. [1 ,2 ]
't Veer, Laura [4 ,5 ]
Nordenskjold, Bo [6 ,7 ]
Benz, Christopher C. [8 ,9 ]
Fornander, Tommy [1 ,2 ]
Perez-Tenorio, Gizeh [6 ,7 ]
Stal, Olle [6 ,7 ]
Esserman, Laura J. [10 ]
Yau, Christina [9 ,10 ]
Lindstrom, Linda S. [1 ,2 ]
机构
[1] Karolinska Inst, Dept Oncol & Pathol, Visionsgatan 4, S-17164 Stockholm, Sweden
[2] Univ Hosp, Stockholm, Sweden
[3] Karolinska Inst, Dept Biosci & Nutr, Stockholm, Sweden
[4] Univ Calif San Francisco, Dept Lab Med, San Francisco, CA USA
[5] Univ Calif San Francisco, Dept Pathol, San Francisco, CA 94140 USA
[6] Linkoping Univ, Dept Biomed & Clin Sci, Linkoping, Sweden
[7] Linkoping Univ, Dept Oncol, Linkoping, Sweden
[8] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[9] Buck Inst Res Aging, Novato, CA USA
[10] Univ Calif San Francisco, Dept Surg, San Francisco, CA USA
基金
瑞典研究理事会; 美国国家卫生研究院;
关键词
70-gene signature; breast cancer; gene expression; long-term survival; prognosis; ultralow risk; GENE-EXPRESSION SIGNATURE; ADJUVANT TAMOXIFEN; FOLLOW-UP; PREDICTOR; THERAPY; RECURRENCE; SUPPRESSOR; BIOMARKERS; DECISIONS; PATHWAY;
D O I
10.1002/ijc.33969
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The metastatic potential of estrogen receptor (ER)-positive breast cancers is heterogeneous and distant recurrences occur months to decades after primary diagnosis. We have previously shown that patients with tumors classified as ultralow risk by the 70-gene signature have a minimal long-term risk of fatal breast cancer. Here, we evaluate the previously unexplored underlying clinical and molecular characteristics of ultralow risk tumors in 538 ER-positive patients from the Stockholm tamoxifen randomized trial (STO-3). Out of the 98 ultralow risk tumors, 89% were luminal A molecular subtype, whereas 26% of luminal A tumors were of ultralow risk. Compared to other ER-positive tumors, ultralow risk tumors were significantly (Fisher's test, P < .05) more likely to be of smaller tumor size, lower grade, progesterone receptor (PR)-positive, human epidermal growth factor 2 (HER2)-negative and have low Ki-67 levels (proliferation-marker). Moreover, ultralow risk tumors showed significantly lower expression scores of multi-gene modules associated with the AKT/mTOR-pathway, proliferation (AURKA), HER2/ERBB2-signaling, IGF1-pathway, PTEN-loss and immune response (IMMUNE1 and IMMUNE2) and higher expression scores of the PIK3CA-mutation-associated module. Furthermore, 706 genes were significantly (FDR < 0.001) differentially expressed in ultralow risk tumors, including lower expression of genes involved in immune response, PI3K/Akt/mTOR-pathway, histones, cell cycle, DNA repair, apoptosis and higher expression of genes coding for epithelial-to-mesenchymal transition and homeobox proteins, among others. In conclusion, ultralow risk tumors, associated with minimal long-term risk of fatal disease, differ from other ER-positive tumors, including luminal A molecular subtype tumors. Identification of these characteristics is important to improve our prediction of nonfatal vs fatal breast cancer.
引用
收藏
页码:2072 / 2082
页数:11
相关论文
共 52 条
  • [1] Tropomyosin-1, a novel suppressor of cellular transformation is downregulated by promoter methylation in cancer cells
    Bharadwaj, S
    Prasad, GL
    [J]. CANCER LETTERS, 2002, 183 (02) : 205 - 213
  • [2] The Gene Ontology Resource: 20 years and still GOing strong
    Carbon, S.
    Douglass, E.
    Dunn, N.
    Good, B.
    Harris, N. L.
    Lewis, S. E.
    Mungall, C. J.
    Basu, S.
    Chisholm, R. L.
    Dodson, R. J.
    Hartline, E.
    Fey, P.
    Thomas, P. D.
    Albou, L. P.
    Ebert, D.
    Kesling, M. J.
    Mi, H.
    Muruganujian, A.
    Huang, X.
    Poudel, S.
    Mushayahama, T.
    Hu, J. C.
    LaBonte, S. A.
    Siegele, D. A.
    Antonazzo, G.
    Attrill, H.
    Brown, N. H.
    Fexova, S.
    Garapati, P.
    Jones, T. E. M.
    Marygold, S. J.
    Millburn, G. H.
    Rey, A. J.
    Trovisco, V.
    dos Santos, G.
    Emmert, D. B.
    Falls, K.
    Zhou, P.
    Goodman, J. L.
    Strelets, V. B.
    Thurmond, J.
    Courtot, M.
    Osumi-Sutherland, D.
    Parkinson, H.
    Roncaglia, P.
    Acencio, M. L.
    Kuiper, M.
    Laegreid, A.
    Logie, C.
    Lovering, R. C.
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D330 - D338
  • [3] Early breast cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up
    Cardoso, F.
    Kyriakides, S.
    Ohno, S.
    Penault-Llorca, F.
    Poortmans, P.
    Rubio, I. T.
    Zackrisson, S.
    Senkus, E.
    [J]. ANNALS OF ONCOLOGY, 2019, 30 (08) : 1194 - 1220
  • [4] 70-Gene Signature as an Aid to Treatment Decisions in Early-Stage Breast Cancer
    Cardoso, F.
    van't Veer, L. J.
    Bogaerts, J.
    Slaets, L.
    Viale, G.
    Delaloge, S.
    Pierga, J. -Y.
    Brain, E.
    Causeret, S.
    DeLorenzi, M.
    Glas, A. M.
    Golfinopoulos, V.
    Goulioti, T.
    Knox, S.
    Matos, E.
    Meulemans, B.
    Neijenhuis, P. A.
    Nitz, U.
    Passalacqua, R.
    Ravdin, P.
    Rubio, I. T.
    Saghatchian, M.
    Smilde, T. J.
    Sotiriou, C.
    Stork, L.
    Straehle, C.
    Thomas, G.
    Thompson, A. M.
    van der Hoeven, J. M.
    Vuylsteke, P.
    Bernards, R.
    Tryfonidis, K.
    Rutgers, E.
    Piccart, M.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (08) : 717 - 729
  • [5] The role of the insulin-like growth factor-1 system in breast cancer
    Christopoulos, Panagiotis F.
    Msaouel, Pavlos
    Koutsilieris, Michael
    [J]. MOLECULAR CANCER, 2015, 14
  • [6] Annual Hazard Rates of Recurrence for Breast Cancer During 24 Years of Follow-Up: Results From the International Breast Cancer Study Group Trials I to V
    Colleoni, Marco
    Sun, Zhuoxin
    Price, Karen N.
    Karlsson, Per
    Forbes, John F.
    Thurlimann, Beat
    Gianni, Lorenzo
    Castiglione, Monica
    Gelber, Richard D.
    Coates, Alan S.
    Goldhirsch, Aron
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (09) : 927 - +
  • [7] Proliferative markers as prognostic and predictive tools in early breast cancer: where are we now?
    Colozza, M
    Azambuja, E
    Cardoso, F
    Sotiriou, C
    Larsimont, D
    Piccart, MJ
    [J]. ANNALS OF ONCOLOGY, 2005, 16 (11) : 1723 - 1739
  • [8] Insulin-like growth factor-I activates gene transcription programs strongly associated with poor breast cancer prognosis
    Creighton, Chad J.
    Casa, Angelo
    Lazard, ZaWaunyka
    Huang, Shixia
    Tsimelzon, Anna
    Hilsenbeck, Susan G.
    Osborne, Charles Kent
    Lee, Adrian V.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (25) : 4078 - 4085
  • [9] Relevance of breast cancer hormone receptors and other factors to the efficacy of adjuvant tamoxifen: patient-level meta-analysis of randomised trials
    Davies, C.
    Godwin, J.
    Gray, R.
    Clarke, M.
    Darby, S.
    McGale, P.
    Wang, Y. C.
    Peto, R.
    Pan, H. C.
    Cutter, D.
    Taylor, C.
    Ingle, J.
    [J]. LANCET, 2011, 378 (9793) : 771 - 784
  • [10] Biological processes associated with breast cancer clinical outcome depend on the molecular subtypes
    Desmedt, Christine
    Haibe-Kains, Benjamin
    Wirapati, Pratyaksha
    Buyse, Marc
    Larsimont, Denis
    Bontempi, Gianluca
    Delorenzi, Mauro
    Piccart, Martine
    Sotiriou, Christos
    [J]. CLINICAL CANCER RESEARCH, 2008, 14 (16) : 5158 - 5165