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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。

Alternative splicing and differential gene expression in colon cancer detected by a whole genome exon array.

作者信息

Gardina Paul J, Clark Tyson A, Shimada Brian, Staples Michelle K, Yang Qing, Veitch James, Schweitzer Anthony, Awad Tarif, Sugnet Charles, Dee Suzanne, Davies Christopher, Williams Alan, Turpaz Yaron

机构信息

Affymetrix, Inc., Santa Clara, CA 95051, USA.

出版信息

BMC Genomics. 2006 Dec 27;7:325. doi: 10.1186/1471-2164-7-325.

Abstract

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.

摘要

背景

可变剪接是一种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。可变剪接产生的蛋白质在肿瘤学中尤为重要,因为它们可能参与癌症的病因学,提供选择性药物靶点,或作为癌症诊断的标志物。虽然传统的剪接变体鉴定通常针对单个基因,但我们在此展示一种新的以外显子为中心的芯片(基因芯片人类外显子1.0 ST),它能够在全基因组范围内鉴定差异剪接变异,同时对基因表达进行灵活且全面的分析。

结果

我们使用一种微阵列分析了20对肿瘤 - 正常结肠癌样本,该微阵列旨在检测超过一百万个假定的外显子,这些外显子可根据不同水平的先前支持证据虚拟组装成潜在的基因水平转录本。对高可信度(经验支持)转录本的分析鉴定出160个差异表达基因,其中42个基因处于影响细胞增殖的网络中,另有29个基因功能未知。一项更具推测性的分析,包括仅基于计算预测的转录本,又产生了160个差异表达基因,其中四分之三以前没有注释。我们还比较了外显子1.0 ST芯片和U133 Plus 2.0芯片的基因信号估计值。通过实验算法预测新的剪接事件,该算法比较每个外显子对每个组织中同源转录本强度的相对贡献。所得的候选剪接变体通过逆转录 - 聚合酶链反应(RT-PCR)进行验证。我们发现9个基因在结肠癌肿瘤组织和正常结肠组织之间存在差异剪接,其中几个基因以前未被认为与癌症有关。我们分析中得分最高的候选基因也被发现与基于EST的癌症中可变剪接的生物信息学预测有很大重叠。

结论

高可信度转录本的差异表达与已知的癌症基因和通路高度相关,这表明更多主要基于计算预测且大多以前没有注释的推测性转录本可能是结肠癌中的新靶点。所鉴定的剪接事件中有5个影响细胞骨架组织的调节因子(ACTN1、VCL、CALD1、CTTN、TPM1),2个影响细胞外基质蛋白(FN1、COL6A3),另一个参与整合素信号传导(SLC3A2)。它们共同形成了一种结肠癌特异性改变的模式,可能特别影响细胞运动。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f57e/1769375/0f84bbb9ae1b/1471-2164-7-325-1.jpg

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