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整合基因组和转录组分析揭示了基底样、HER2 和 luminal 型癌症中拷贝数异常调控的分子途径和网络。

An integrative genomic and transcriptomic analysis reveals molecular pathways and networks regulated by copy number aberrations in basal-like, HER2 and luminal cancers.

机构信息

The Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, 237 Fulham Road, London SW3 6JB, UK.

出版信息

Breast Cancer Res Treat. 2010 Jun;121(3):575-89. doi: 10.1007/s10549-009-0501-3. Epub 2009 Aug 18.

Abstract

Breast cancer is a heterogeneous disease caused by the accumulation of genetic changes in neoplastic cells. We hypothesised that molecular subtypes of breast cancer may be driven by specific constellations of genes whose expression is regulated by gene copy number aberrations. To address this question, we analysed a series of 48 microdissected grade III ductal carcinomas using high resolution microarray comparative genomic hybridisation and mRNA expression arrays. There were 5,931 genes whose expression significantly correlates with copy number identified; out of these, 1,897 genes were significantly differentially expressed between basal-like, HER2 and luminal tumours. Ingenuity Pathway Analysis (IPA) revealed that 'G1/S cell cycle regulation' and 'BRCA1 in DNA damage control' pathways were significantly enriched for genes whose expression correlates with copy number and are differentially expressed between the molecular subtypes of breast cancer. IPA of genes whose expression significantly correlates with copy number in each molecular subtype individually revealed that canonical pathways involved in oestrogen receptor (ER) signalling and DNA repair are enriched for these genes. We also identified 32, 157 and 265 genes significantly overexpressed when amplified in basal-like, HER2 and luminal cancers, respectively. These lists include known and novel potential therapeutic targets (e.g. HER2 and PPM1D in HER2 cancers). Our results provide strong circumstantial evidence that different patterns of genetic aberrations in distinct molecular subtypes of breast cancer contribute to their specific transcriptomic profiles and that biological phenomena characteristic of each subtype (e.g. proliferation, HER2 and ER signalling) may be driven by specific patterns of copy number aberrations.

摘要

乳腺癌是一种异质性疾病,由肿瘤细胞中遗传变化的积累引起。我们假设乳腺癌的分子亚型可能是由其表达受基因拷贝数异常调控的特定基因组合驱动的。为了解决这个问题,我们使用高分辨率微阵列比较基因组杂交和 mRNA 表达谱分析了一系列 48 个微分离的 III 级导管癌。有 5931 个基因的表达与拷贝数显著相关;其中,1897 个基因在基底样、HER2 和 luminal 肿瘤之间的表达差异显著。Ingenuity 通路分析(IPA)显示,“G1/S 细胞周期调控”和“BRCA1 在 DNA 损伤控制”通路中,表达与拷贝数相关且在乳腺癌分子亚型之间差异表达的基因显著富集。IPA 分析了在每个分子亚型中与拷贝数显著相关的基因,结果表明,涉及雌激素受体(ER)信号和 DNA 修复的经典通路中富集了这些基因。我们还鉴定了 32、157 和 265 个基因,当在基底样、HER2 和 luminal 癌中扩增时,这些基因分别显著过表达。这些列表包括已知和新的潜在治疗靶点(例如 HER2 癌中的 HER2 和 PPM1D)。我们的结果提供了强有力的间接证据,表明不同乳腺癌分子亚型中不同的遗传异常模式导致了它们特定的转录组谱,并且每个亚型的特征生物学现象(例如增殖、HER2 和 ER 信号)可能由特定的拷贝数异常模式驱动。

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