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首页> 外文期刊>BMC Genomics >Alternative splicing and differential gene expression in colon cancer detected by a whole genome exon array
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Alternative splicing and differential gene expression in colon cancer detected by a whole genome exon array

机译:通过全基因组外显子阵列检测结肠癌中的可变剪接和差异基因表达

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Background Alternative splicing is a mechanism for increasing protein diversity by excluding or including exons during post-transcriptional processing. Alternatively spliced proteins are particularly relevant in oncology since they may contribute to the etiology of cancer, provide selective drug targets, or serve as a marker set for cancer diagnosis. While conventional identification of splice variants generally targets individual genes, we present here a new exon-centric array (GeneChip Human Exon 1.0 ST) that allows genome-wide identification of differential splice variation, and concurrently provides a flexible and inclusive analysis of gene expression. Results We analyzed 20 paired tumor-normal colon cancer samples using a microarray designed to detect over one million putative exons that can be virtually assembled into potential gene-level transcripts according to various levels of prior supporting evidence. Analysis of high confidence (empirically supported) transcripts identified 160 differentially expressed genes, with 42 genes occupying a network impacting cell proliferation and another twenty nine genes with unknown functions. A more speculative analysis, including transcripts based solely on computational prediction, produced another 160 differentially expressed genes, three-fourths of which have no previous annotation. We also present a comparison of gene signal estimations from the Exon 1.0 ST and the U133 Plus 2.0 arrays. Novel splicing events were predicted by experimental algorithms that compare the relative contribution of each exon to the cognate transcript intensity in each tissue. The resulting candidate splice variants were validated with RT-PCR. We found nine genes that were differentially spliced between colon tumors and normal colon tissues, several of which have not been previously implicated in cancer. Top scoring candidates from our analysis were also found to substantially overlap with EST-based bioinformatic predictions of alternative splicing in cancer. Conclusion Differential expression of high confidence transcripts correlated extremely well with known cancer genes and pathways, suggesting that the more speculative transcripts, largely based solely on computational prediction and mostly with no previous annotation, might be novel targets in colon cancer. Five of the identified splicing events affect mediators of cytoskeletal organization (ACTN1, VCL, CALD1, CTTN, TPM1), two affect extracellular matrix proteins (FN1, COL6A3) and another participates in integrin signaling (SLC3A2). Altogether they form a pattern of colon-cancer specific alterations that may particularly impact cell motility.
机译:背景技术选择性剪接是通过在转录后加工过程中排除或包含外显子来增加蛋白质多样性的机制。备选地,剪接的蛋白质在肿瘤学中特别重要,因为它们可能有助于癌症的病因,提供选择性的药物靶标或用作癌症诊断的标记物。虽然剪接变体的常规鉴定通常针对单个基因,但在此我们提出了一种新的以外显子为中心的阵列(GeneChip Human Exon 1.0 ST),该阵列可在全基因组范围内鉴定差异性剪接变异,并同时提供灵活且包容的基因表达分析。结果我们使用微阵列分析了20对配对的正常肿瘤结肠癌样本,该微阵列设计用于检测超过一百万个推定外显子,这些外显子可以根据先前水平的先验支持证据虚拟地组装成潜在的基因水平转录本。对高可信度(经验支持)的转录本的分析鉴定出160个差异表达的基因,其中42个基因占据了影响细胞增殖的网络,另外29个基因的功能未知。更具投机性的分析(包括仅基于计算预测的转录本)又产生了160个差异表达的基因,其中四分之三没有先前的注释。我们还介绍了来自Exon 1.0 ST和U133 Plus 2.0阵列的基因信号估计值的比较。通过实验算法预测了新的剪接事件,该算法比较了每个外显子对每个组织中同源转录强度的相对贡献。用RT-PCR验证得到的候选剪接变体。我们发现了在结肠肿瘤和正常结肠组织之间差异剪接的九种基因,其中一些以前未曾参与癌症。我们的分析中得分最高的候选人也被发现与癌症中选择性剪接的基于EST的生物信息学预测基本重叠。结论高置信度转录本的差异表达与已知的癌症基因和途径极为相关,这表明更多的投机性转录本(主要仅基于计算预测,并且大多没有以前的注释)可能是结肠癌的新靶标。已确定的剪接事件中有五个影响细胞骨架组织的介体(ACTN1,VCL,CALD1,CTTN,TPM1),两个影响细胞外基质蛋白(FN1,COL6A3),另一个影响整合素信号传导(SLC3A2)。它们总共形成了结肠癌特异性改变的模式,这些改变可能特别影响细胞运动。

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