Patient-derived xenografts of triple-negative breast cancer reproduce molecular features of patient tumors and respond to mTOR inhibition

被引:66
|
作者
Zhang, Haiyu [1 ]
Cohen, Adam L. [2 ]
Krishnakumar, Sujatha [3 ]
Wapnir, Irene L. [1 ]
Veeriah, Selvaraju [4 ]
Deng, Glenn [1 ,5 ]
Coram, Marc A. [6 ]
Piskun, Caroline M. [1 ,7 ]
Longacre, Teri A. [8 ]
Herrler, Michael [9 ]
Frimannsson, Daniel O. [1 ,10 ]
Telli, Melinda L. [11 ]
Dirbas, Frederick M. [1 ]
Matin, A. C. [10 ]
Dairkee, Shanaz H. [1 ,12 ]
Larijani, Banafshe [4 ]
Glinsky, Gennadi V. [1 ,13 ]
Bild, Andrea H. [14 ]
Jeffrey, Stefanie S. [1 ]
机构
[1] Stanford Univ, Sch Med, Div Surg Oncol, Stanford, CA 94305 USA
[2] Univ Utah, Huntsman Canc Inst, Div Oncol, Salt Lake City, UT 84112 USA
[3] Stanford Univ, Sch Med, Stanford Genome Technol Ctr, Palo Alto, CA 94304 USA
[4] Canc Res UK London Res Inst, Cell Biophys Lab, London WC2A 3PX, England
[5] Wuhan Donghu Univ, Coll Life Sci & Chem, Wuhan, Hubei, Peoples R China
[6] Stanford Univ, Sch Med, Dept Hlth Res & Policy Biostat, Stanford, CA 94305 USA
[7] Univ Wisconsin, Sch Vet Med, Dept Med Sci, Madison, WI 53706 USA
[8] Stanford Univ, Sch Med, Dept Pathol, Stanford, CA 94305 USA
[9] Life Technol Corp, Dept Med Sci, Foster City, CA 94404 USA
[10] Stanford Univ, Sch Med, Dept Microbiol & Immunol, Stanford, CA 94305 USA
[11] Stanford Univ, Sch Med, Div Med Oncol, Stanford, CA 94305 USA
[12] Calif Pacific Med Ctr, Res Inst, San Francisco, CA 94107 USA
[13] Sanford Burnham Med Res Inst, La Jolla, CA 92037 USA
[14] Univ Utah, Dept Pharmacol & Toxicol, Salt Lake City, UT 84112 USA
来源
BREAST CANCER RESEARCH | 2014年 / 16卷 / 02期
基金
美国国家卫生研究院;
关键词
PHOSPHATIDYLINOSITOL 3-KINASE PATHWAY; GENE-EXPRESSION PATTERNS; BASAL-LIKE; PRECLINICAL MODELS; TARGETED THERAPIES; MAMMALIAN TARGET; KINASE INHIBITOR; CLINICAL-TRIALS; PIK3CA MUTATION; ACTIVATION;
D O I
10.1186/bcr3640
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Triple-negative breast cancer (TNBC) is aggressive and lacks targeted therapies. Phosphatidylinositide 3-kinase (PI3K)/mammalian target of rapamycin (mTOR) pathways are frequently activated in TNBC patient tumors at the genome, gene expression and protein levels, and mTOR inhibitors have been shown to inhibit growth in TNBC cell lines. We describe a panel of patient-derived xenografts representing multiple TNBC subtypes and use them to test preclinical drug efficacy of two mTOR inhibitors, sirolimus (rapamycin) and temsirolimus (CCI-779). Methods: We generated a panel of seven patient-derived orthotopic xenografts from six primary TNBC tumors and one metastasis. Patient tumors and corresponding xenografts were compared by histology, immunohistochemistry, array comparative genomic hybridization (aCGH) and phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit alpha (PIK3CA) sequencing; TNBC subtypes were determined. Using a previously published logistic regression approach, we generated a rapamycin response signature from Connectivity Map gene expression data and used it to predict rapamycin sensitivity in 1,401 human breast cancers of different intrinsic subtypes, prompting in vivo testing of mTOR inhibitors and doxorubicin in our TNBC xenografts. Results: Patient-derived xenografts recapitulated histology, biomarker expression and global genomic features of patient tumors. Two primary tumors had PIK3CA coding mutations, and five of six primary tumors showed flanking intron single nucleotide polymorphisms (SNPs) with conservation of sequence variations between primary tumors and xenografts, even on subsequent xenograft passages. Gene expression profiling showed that our models represent at least four of six TNBC subtypes. The rapamycin response signature predicted sensitivity for 94% of basal-like breast cancers in a large dataset. Drug testing of mTOR inhibitors in our xenografts showed 77 to 99% growth inhibition, significantly more than doxorubicin; protein phosphorylation studies indicated constitutive activation of the mTOR pathway that decreased with treatment. However, no tumor was completely eradicated. Conclusions: A panel of patient-derived xenograft models covering a spectrum of TNBC subtypes was generated that histologically and genomically matched original patient tumors. Consistent with in silico predictions, mTOR inhibitor testing in our TNBC xenografts showed significant tumor growth inhibition in all, suggesting that mTOR inhibitors can be effective in TNBC, but will require use with additional therapies, warranting investigation of optimal drug combinations.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Combined PI3K and MEK inhibition in patient-derived xenografts generated from recurrent triple negative breast cancer
    Ibrahim, Yasir H.
    Serra, Violeta
    Scaltriti, Maurizio
    Prudkin, Ludmila
    Antod, Pilar
    Perez, Jose
    Balmana, Judit
    Baselga, Jose
    CANCER RESEARCH, 2011, 71
  • [42] Patient-Derived Xenografts as an Innovative Surrogate Tumor Model for the Investigation of Health Disparities in Triple Negative Breast Cancer
    Matossian, Margarite D.
    Giardina, Alexandra A.
    Wright, Maryl K.
    Elliott, Steven
    Loch, Michelle M.
    Nguyen, Khoa
    Zea, Arnold H.
    Lau, Frank H.
    Moroz, Krzysztof
    Riker, Adam, I
    Jones, Steven D.
    Martin, Elizabeth C.
    Bunnell, Bruce A.
    Miele, Lucio
    Collins-Burow, Bridgette M.
    Burow, Matthew E.
    WOMENS HEALTH REPORTS, 2020, 1 (01): : 383 - 392
  • [43] Metastasis characteristics of breast cancer patient-derived xenografts
    Alzubi, M.
    Turner, T.
    Sohal, S.
    Olex, A.
    Dozmorov, M.
    Harrell, J. C.
    CLINICAL & EXPERIMENTAL METASTASIS, 2019, 36 (02) : 141 - 142
  • [44] The adaptive resistome in triple-negative breast cancer: Functional targeting in patient-derived organoids and cell lines
    Classen, S.
    Rahlf, E.
    Goerte, J.
    Parplys, A. C.
    Schumacher, U.
    Petersen, C.
    Rothkamm, K.
    Toulany, M.
    Cordes, N.
    Borgmann, K.
    STRAHLENTHERAPIE UND ONKOLOGIE, 2020, 196 (SUPPL 1) : S195 - S195
  • [45] Utilizing decellularized triple-negative breast cancer patient-derived tumor models as drug testing platforms
    Wright, Maryl
    Khoa Nguyen
    Martin, Elizabeth
    Bratton, Melyssa
    Collins-Burow, Bridgette
    Burow, Matthew
    CANCER RESEARCH, 2022, 82 (12)
  • [46] Inhibiting Aurora Kinases Reduces Tumor Growth and Suppresses Tumor Recurrence after Chemotherapy in Patient-Derived Triple-Negative Breast Cancer Xenografts
    Romanelli, Angela
    Clark, Anderson
    Assayag, Franck
    Chateau-Joubert, Sophie
    Poupon, Marie-France
    Servely, Jean-Luc
    Fontaine, Jean-Jacques
    Liu, Xiaohong
    Spooner, Edward
    Goodstal, Samantha
    de Cremoux, Patricia
    Bieche, Ivan
    Decaudin, Didier
    Marangoni, Elisabetta
    MOLECULAR CANCER THERAPEUTICS, 2012, 11 (12) : 2693 - 2703
  • [47] Live Cell Mass Accumulation Measurement Non-Invasively Predicts Carboplatin Sensitivity in Triple-Negative Breast Cancer Patient-Derived Xenografts
    Murray, Graeme F.
    Turner, Tia H.
    Leslie, Kevin A.
    Alzubi, Mohammad A.
    Guest, Daniel
    Sohal, Sahib S.
    Teitell, Michael A.
    Harrell, J. Chuck
    Reed, Jason
    ACS OMEGA, 2018, 3 (12): : 17687 - 17692
  • [48] Proteogenomic characterization of triple-negative breast cancer patient-derived xenografts reveals molecular correlates of differential chemotherapy response and potential therapeutic targets to overcome resistance.
    Lei, Jonathan T.
    Huang, Chen
    Srinivasan, Ramakrishnan R.
    Vasaikar, Suhas
    Dobrolecki, Lacey E.
    Lewis, Alaina N.
    Sallas, Christina
    Hilsenbeck, Susan G.
    Osborne, C. Kent
    Rimawi, Mothaffar F.
    Ellis, Matthew J.
    Petrosyan, Varduhi
    Saltzman, Alexander B.
    Malovannaya, Anna
    Wulf, Gerburg
    Kraushaar, Daniel C.
    Wang, Tao
    Echeverria, Gloria V.
    Zhang, Bing
    Lewis, Michael T.
    CANCER RESEARCH, 2021, 81 (13)
  • [49] Publisher Correction: Barcoding reveals complex clonal behavior in patient-derived xenografts of metastatic triple negative breast cancer
    D. Merino
    T. S. Weber
    A. Serrano
    F. Vaillant
    K. Liu
    B. Pal
    L. Di Stefano
    J. Schreuder
    D. Lin
    Y. Chen
    M. L. Asselin-Labat
    T. N. Schumacher
    D. Cameron
    G. K. Smyth
    A. T. Papenfuss
    G. J. Lindeman
    J. E. Visvader
    S. H. Naik
    Nature Communications, 10
  • [50] Triple Negative Breast Cancer Patient-Derived Xenografts have better engraftment rate and grow faster by orthotopic approach
    Okano, M.
    Oshi, M.
    Takabe, K.
    ANNALS OF SURGICAL ONCOLOGY, 2019, 26 : S93 - S93