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.
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页数:16
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