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Differential Genetic Expression in Large Versus Small Clear Cell Renal Cell Carcinoma: Results from Microarray Analysis

机译:大与小透明细胞肾细胞癌的差异遗传表达:基因芯片分析的结果

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Purpose: Tumor growth and progression requires multiple steps and genetic alterations. The molecular events that occur as tumors increase in size are unknown. Patients with von Hippel-Lindau (VHL) provide a unique opportunity to study molecular alterations during tumor growth as these patients develop multiple bilateral renal tumors. To better characterize biologic events associated with tumor growth, we evaluated the alterations in gene expression in large versus small renal tumors removed from the same kidney of the same individuals. Experimental Design: We reviewed pathology reports from patients who underwent partial nephrectomies at the National Cancer Institute for multiple tumors. We identified 11 patients who fulfilled the following inclusion criteria: 1) The patient must have had a surgical resection of more than one solid tumor from the same kidney during the same operation; 2) Among the solid tumors at least one must have been greater than 3 cm in the largest dimension and at least one less than 2 cm; 3) the nuclear Furhman grade for both larger and smaller solid tumors was identical; 4) a portion of each tumor was procured and snap frozen after surgical removal; 5) Hematoxylin and eosin staining of the frozen sample confirmed clear cell carcinoma to be present in at least 80% of the section. Affymetrix platform and protocol for gene expression arrays were used. RNA from the frozen large and small tumor samples was extracted using Trizol-Chlorophorm method. The RNA was then reverse transcribed, labeled, fragmented, and hybridized on to an Affymetrix U133 Plus 2.0 array that contains 54,000 probe sets representing 24,568 genes. Analysis included unsupervised clustering and chromosomal analysis. The paired t-test was performed to compare gene expression levels in small and large tumors. PResults: Gene expression profiles were assessed for 22 tumors (11 patients). Upon unsupervised clustering the pairs with larger tumor volume difference clustered separately from pairs with smaller volume difference. Chromosomal analysis revealed few consistent changes other than reduced expression of chromosome 3p25 among all tumors. Paired t-test showed 860 differentially expressed genes in the T1b vs T1a group, a number far greater than expected due to chance alone. When analyzed by gene function, most differences were observed in genes involved in DNA replication and in cytokine signaling. Conclusions: This study demonstrates that as tumors increase in size there is an increasing difference in gene expression. Unsupervised clustering analysis confirms that as the volume difference increases there are a distinct set of genes that are regulated either as a response to a tumor's growth or as an early event that causes the tumor to grow. While we did not observe chromosomal instability, we did note differences in expression of individual transcripts as tumors grew larger.
机译:目的:肿瘤的生长和发展需要多个步骤和遗传改变。随着肿瘤的增大而发生的分子事件是未知的。 von Hippel-Lindau(VHL)患者提供了独特的机会来研究肿瘤生长过程中的分子变化,因为这些患者会发展成多发性双侧肾肿瘤。为了更好地表征与肿瘤生长相关的生物学事件,我们评估了从同一个体的同一肾脏中取出的大肾脏和小肾脏肿瘤中基因表达的变化。实验设计:我们回顾了在国立癌症研究所接受部分肾切除术治疗多种肿瘤的患者的病理报告。我们确定了11位满足以下入选标准的患者:1)该患者必须在同一手术中从同一肾脏手术切除一个以上实体瘤。 2)在实体瘤中,至少一个最大尺寸必须大于3 cm,至少一个小于2 cm; 3)较大和较小实体瘤的核Furhman等级相同; 4)在手术切除后采购每种肿瘤的一部分并速冻; 5)冷冻样品的苏木精和曙红染色证实在至少80%的切片中存在透明细胞癌。使用用于基因表达阵列的Affymetrix平台和方案。使用Trizol-Chlorophorm方法从冷冻的大小肿瘤样本中提取RNA。然后将RNA反转录,标记,片段化并杂交到Affymetrix U133 Plus 2.0阵列上,该阵列包含54,000个代表24,568个基因的探针集。分析包括无监督聚类和染色体分析。进行配对t检验以比较大小肿瘤中的基因表达水平。结果:评估了22个肿瘤(11例患者)的基因表达谱。在无监督的聚类中,具有较大肿瘤体积差异的对与具有较小体积差异的对分开聚类。染色体分析显示,除了所有肿瘤中3p25染色体的表达减少外,几乎没有任何一致的变化。配对t检验显示,T1b与T1a组中有860个差异表达的基因,仅由于偶然性,其数量远远超过预期。通过基因功能分析时,观察到与DNA复制和细胞因子信号传导有关的基因之间的大多数差异。结论:这项研究表明,随着肿瘤大小的增加,基因表达的差异也越来越大。无监督聚类分析证实,随着体积差异的增加,存在一组独特的基因,它们被调节为对肿瘤生长的反应或导致肿瘤生长的早期事件。虽然我们没有观察到染色体的不稳定性,但是我们确实注意到随着肿瘤的变大,各个转录物的表达也有所不同。

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