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

Haiyu Zhang, Adam L. Cohen, Sujatha Krishnakumar, Irene L. Wapnir, Selvaraju Veeriah, Glenn Deng, Marc A. Coram, Caroline M. Piskun, Teri A. Longacre, Michael Herrler, Daniel O. Frimannsson, Melinda L. Telli, Frederick M. Dirbas, AC C. Matin, Shanaz H. Dairkee, Banafshe Larijani, Gennadi V. Glinsky, Andrea H. Bild, Stefanie S. Jeffrey

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Abstract

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.

Original languageEnglish
Article numberR36
JournalBreast Cancer Research
Volume16
Issue number2
DOIs
Publication statusPublished - 7 Apr 2014

Bibliographical note

Funding Information:
The authors thank Pauline Chu for immunohistology assistance, Farbod Babrzadeh for assistance with the PIK3CA mutation analyses, and Kyra Heirich for help with manuscript review. This study was supported in part by National Institutes of Health grant R01GM085601 (SSJ and AHB), the California Breast Cancer Research Program of the University of California, Grant Number 11IB-0175 (SSJ), the John and Marva Warnock Cancer Research Fund, the Andrew and Debra Rachleff family fund, the Solomon R. and Rebecca D. Baker Foundation, and Cancer Research UK core funding of the London Research Institute (BL and RV).

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

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