Collado Manuel, Garcia Vanesa, Garcia Jose Miguel, Alonso Isabel, Lombardia Luis, Diaz-Uriarte Ramon, Fernández Luis A López, Zaballos Angel, Bonilla Félix, Serrano Manuel
Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
Clin Chem. 2007 Oct;53(10):1860-3. doi: 10.1373/clinchem.2007.089201. Epub 2007 Aug 23.
The blood of cancer patients is known to contain fragments of RNA released from the tumor. The application of genomic profiling techniques to plasma RNA may allow the unbiased selection of cancer markers in the blood, but the informative value of genomic profiling of plasma RNA is currently unknown.
We used cDNA microarray hybridization to perform genomic profiling of plasma RNA from colorectal cancer (CRC) patients and from healthy donors. From a list of 40 genes differentially upregulated in cancer patients, we randomly selected 4 genes for further characterization. These 4 markers were analyzed by quantitative reverse-transcription PCR in a wide set of samples including paired samples from the same CRC patients before and after surgical resection of the tumor.
Three of the selected markers - EPAS1, UBE2D3, and KIAA0101 - were confirmed by PCR to be significantly increased in cancer compared to healthy donors. Importantly, 2 of the markers, EPAS1 and UBE2D3, showed a significant decrease after surgery, returning to the levels of healthy donors. Finally, supervised class prediction using these 3 markers correctly (77%) assigned presurgery samples to the CRC group and assigned postsurgery samples from the same patients to the healthy group.
Our findings demonstrate the usefulness of gene expression profiling of circulating plasma RNA to find cancer markers of potential clinical value.
已知癌症患者的血液中含有从肿瘤释放的RNA片段。将基因组分析技术应用于血浆RNA可能有助于在血液中无偏倚地筛选癌症标志物,但目前血浆RNA基因组分析的信息价值尚不清楚。
我们使用cDNA微阵列杂交技术对结直肠癌(CRC)患者和健康供体的血浆RNA进行基因组分析。从癌症患者中差异上调的40个基因列表中,我们随机选择4个基因进行进一步表征。通过定量逆转录PCR在包括肿瘤手术切除前后同一CRC患者的配对样本在内的大量样本中分析这4个标志物。
通过PCR证实,与健康供体相比,所选的3个标志物——内皮 PAS结构域蛋白1(EPAS1)、泛素结合酶E2D3(UBE2D3)和KIAA0101——在癌症患者中显著升高。重要的是,其中2个标志物,即EPAS1和UBE2D3,在手术后显著下降,恢复到健康供体的水平。最后,使用这3个标志物进行监督分类预测,将术前样本正确地(77%)归类为CRC组,并将同一患者的术后样本归类为健康组。
我们的研究结果表明,循环血浆RNA的基因表达谱分析对于寻找具有潜在临床价值的癌症标志物是有用的。