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Integrated omics-based pathway analyses uncover CYP epoxygenase-associated networks as theranostic targets for metastatic triple negative breast cancer

机译:基于组学的综合途径分析发现CYP环氧酶相关网络为转移性三阴性乳腺癌的治疗靶点

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Current prognostic tools and targeted therapeutic approaches have limited value for metastatic triple negative breast cancer (TNBC). Building upon current knowledge, we hypothesized that epoxyeicosatrienoic acids (EETs) and related CYP450 epoxygenases may have differential roles in breast cancer signaling, and better understanding of which may uncover potential directions for molecular stratification and personalized therapy for TNBC patients. We analyzed the oxylipin metabolome of paired tumors and adjacent normal mammary tissues from patients with pathologically confirmed breast cancer (N?=?62). We used multivariate statistical analysis to identify important metabolite contributors and to determine the predictive power of tumor tissue metabolite clustering. In vitro functional assays using a panel of breast cancer cell lines were carried out to further confirm the crucial roles of endogenous and exogenous EETs in the metastasis transformation of TNBC cells. Deregulation of associated downstream signaling networks associated with EETs/CYPs was established using transcriptomics datasets from The Cancer Genome Atlas (TCGA) and Molecular Taxonomy of Breast Cancer International Consortium (METABRIC). Comparative TNBC proteomics using the same tissue specimens subjected to oxylipin metabolomics analysis was used as validation set. Metabolite-by-metabolite comparison, tumor immunoreactivity, and gene expression analyses showed that CYP epoxygenases and arachidonic acid-epoxygenation products, EET metabolites, are strongly associated with TNBC metastasis. Notably, all the 4 EET isomers (5,6-, 8,9-, 11,12-, and 14,15-EET) was observed to profoundly drive the metastasis transformation of mesenchymal-like TNBC cells among the TNBC (basal- and mesenchymal-like), HER2-overexpressing and luminal breast cancer cell lines examined. Our pathway analysis revealed that, in hormone-positive breast cancer subtype, CYP epoxygenase overexpression is more related to immune cell-associated signaling, while EET-mediated Myc, Ras, MAPK, EGFR, HIF-1α, and NOD1/2 signaling are the molecular vulnerabilities of metastatic CYP epoxygenase-overexpressing TNBC tumors. This study suggests that categorizing breast tumors according to their EET metabolite ratio classifiers and CYP epoxygenase profiles may be useful for prognostic and therapeutic assessment. Modulation of CYP epoxygenase and EET-mediated signaling networks may offer an effective approach for personalized treatment of breast cancer, and may be an effective intervention option for metastatic TNBC patients.
机译:当前的预后工具和靶向治疗方法对转移性三阴性乳腺癌(TNBC)的价值有限。基于目前的知识,我们假设环氧二十碳三烯酸(EET)和相关的CYP450环氧酶在乳腺癌信号传导中可能具有不同的作用,并且更好地了解它们可能为TNBC患者揭示分子分层和个性化治疗的潜在方向。我们分析了经病理证实的乳腺癌患者的配对肿瘤和邻近正常乳腺组织的脂蛋白代谢组(N≥62)。我们使用多元统计分析来确定重要的代谢物贡献者,并确定肿瘤组织代谢物聚类的预测能力。使用一组乳腺癌细胞系进行了体外功能测定,以进一步证实内源性和外源性EET在TNBC细胞转移转化中的关键作用。使用癌症基因组图谱(TCGA)和国际乳腺癌国际联合会的分子分类学的转录组学数据集建立了与EETs / CYPs相关的下游信号网络的去调控。使用经过氧化脂代谢组学分析的相同组织样本的比较TNBC蛋白质组学作为验证集。代谢物的比较,肿瘤免疫反应性和基因表达分析表明,CYP环氧酶和花生四烯酸环氧化产物EET代谢物与TNBC转移密切相关。值得注意的是,观察到所有4种EET异构体(5,6-,8,9-,11,12-和14,15-EET)都深刻地驱动着TNBC之间的间充质样TNBC细胞的转移转化。和间充质样),HER2过表达和管腔乳腺癌细胞系。我们的途径分析显示,在激素阳性乳腺癌亚型中,CYP环氧酶的过表达与免疫细胞相关的信号传导更相关,而EET介导的Myc,Ras,MAPK,EGFR,HIF-1α和NOD1 / 2信号传导则与之相关。转移性CYP环氧酶过表达的TNBC肿瘤的分子脆弱性。这项研究表明,根据乳腺癌的EET代谢物比率分类器和CYP环氧酶谱对乳腺癌进行分类可能对预后和治疗评估有用。 CYP环氧酶和EET介导的信号网络的调节可能为乳腺癌的个性化治疗提供一种有效的方法,并且可能是转移性TNBC患者的有效干预选择。

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