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基于外显子的聚类分析揭示了与转移相关的表达的替代外显子。

Exon-based clustering of murine breast tumor transcriptomes reveals alternative exons whose expression is associated with metastasis.

机构信息

INSERM UMRS 940, Paris, France.

出版信息

Cancer Res. 2010 Feb 1;70(3):896-905. doi: 10.1158/0008-5472.CAN-09-2703. Epub 2010 Jan 26.

Abstract

In the field of bioinformatics, exon profiling is a developing area of disease-associated transcriptome analysis. In this study, we performed a microarray-based transcriptome analysis at the single exon level in mouse 4T1 primary mammary tumors with different metastatic capabilities. A novel bioinformatics platform was developed that identified 679 genes with differentially expressed exons in 4T1 tumors, many of which were involved in cell morphology and movement. Of 152 alternative exons tested by reverse transcription-PCR, 97 were validated as differentially expressed in primary tumors with different metastatic capability. This analysis revealed candidate progression genes, hinting at variations in protein functions by alternate exon usage. In a parallel effort, we developed a novel exon-based clustering analysis and identified alternative exons in tumor transcriptomes that were associated with dissemination of primary tumor cells to sites of pulmonary metastasis. This analysis also revealed that the splicing events identified by comparing primary tumors were not aberrant events. Lastly, we found that a subset of differentially spliced variant transcripts identified in the murine model was associated with poor prognosis in a large clinical cohort of patients with breast cancer. Our findings illustrate the utility of exon profiling to define novel theranostic markers for study in cancer progression and metastasis.

摘要

在生物信息学领域,外显子谱分析是疾病相关转录组分析的一个发展领域。在这项研究中,我们在具有不同转移能力的小鼠 4T1 原发性乳腺肿瘤中进行了基于微阵列的外显子水平转录组分析。开发了一种新的生物信息学平台,该平台鉴定了 4T1 肿瘤中 679 个具有差异表达外显子的基因,其中许多基因参与细胞形态和运动。在通过逆转录-PCR 测试的 152 个可变外显子中,有 97 个在具有不同转移能力的原发性肿瘤中被证实存在差异表达。该分析揭示了候选进展基因,提示通过选择性外显子使用导致蛋白质功能的变化。在平行的研究中,我们开发了一种新的基于外显子的聚类分析方法,并鉴定了与原发性肿瘤细胞向肺转移部位扩散相关的肿瘤转录本中的可变外显子。该分析还表明,通过比较原发性肿瘤鉴定的剪接事件不是异常事件。最后,我们发现,在小鼠模型中鉴定的一组差异剪接变体转录本与乳腺癌大临床队列患者的不良预后相关。我们的研究结果说明了外显子谱分析在定义癌症进展和转移研究的新型治疗标志物方面的效用。

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