Breast Cancer Res. 2014 Apr 7;16(2):R36. doi: 10.1186/bcr3640.
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).
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.
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.
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.
三阴性乳腺癌(TNBC)具有侵袭性且缺乏靶向治疗方法。在 TNBC 患者的肿瘤中,磷酸肌醇 3-激酶(PI3K)/雷帕霉素靶蛋白(mTOR)通路在基因组、基因表达和蛋白质水平上经常被激活,并且已经证明 mTOR 抑制剂可以抑制 TNBC 细胞系的生长。我们描述了一组代表多种 TNBC 亚型的患者来源的异种移植模型,并使用它们来测试两种 mTOR 抑制剂,西罗莫司(雷帕霉素)和替西罗莫司(CCI-779)的临床前药物疗效。
我们从六个原发性 TNBC 肿瘤和一个转移灶中生成了一组七个患者来源的原位异种移植模型。通过组织学、免疫组织化学、比较基因组杂交(aCGH)和磷脂酰肌醇-4,5-二磷酸 3-激酶,催化亚基α(PIK3CA)测序比较患者肿瘤和相应的异种移植模型;确定了 TNBC 亚型。使用先前发表的逻辑回归方法,我们从 Connectivity Map 基因表达数据中生成了雷帕霉素反应特征,并使用它来预测 1401 种不同内在亚型的人类乳腺癌对雷帕霉素的敏感性,促使我们在 TNBC 异种移植模型中对 mTOR 抑制剂和多柔比星进行体内测试。
患者来源的异种移植模型再现了患者肿瘤的组织学、生物标志物表达和全基因组特征。两个原发性肿瘤有 PIK3CA 编码突变,六个原发性肿瘤中的五个显示侧翼内含子单核苷酸多态性(SNP),原发性肿瘤和异种移植之间的序列变异保持保守,即使在随后的异种移植传代中也是如此。基因表达谱分析表明,我们的模型代表了至少六种 TNBC 亚型中的四种。雷帕霉素反应特征预测在大型数据集的 94%的基底样乳腺癌中对雷帕霉素敏感。我们在异种移植模型中对 mTOR 抑制剂的药物测试显示,生长抑制率为 77%至 99%,明显高于多柔比星;蛋白磷酸化研究表明 mTOR 通路的组成性激活,随着治疗的进行而减少。然而,没有肿瘤完全被根除。
生成了一组涵盖 TNBC 多种亚型的患者来源的异种移植模型,在组织学和基因组上与原始患者肿瘤相匹配。与计算机预测一致,我们在 TNBC 异种移植模型中对 mTOR 抑制剂的测试显示所有模型均有明显的肿瘤生长抑制,表明 mTOR 抑制剂在 TNBC 中可能有效,但需要与其他疗法联合使用,这需要进一步研究最佳药物组合。