Ozdağ Hilal, Teschendorff Andrew E, Ahmed Ahmed Ashour, Hyland Sarah J, Blenkiron Cherie, Bobrow Linda, Veerakumarasivam Abhi, Burtt Glynn, Subkhankulova Tanya, Arends Mark J, Collins V Peter, Bowtell David, Kouzarides Tony, Brenton James D, Caldas Carlos
Department of Oncology, Hutchison/MRC Research Centre, University of Cambridge, Cambridge CB2 2XZ, UK.
BMC Genomics. 2006 Apr 25;7:90. doi: 10.1186/1471-2164-7-90.
Post-translational modification of histones resulting in chromatin remodelling plays a key role in the regulation of gene expression. Here we report characteristic patterns of expression of 12 members of 3 classes of chromatin modifier genes in 6 different cancer types: histone acetyltransferases (HATs)- EP300, CREBBP, and PCAF; histone deacetylases (HDACs)- HDAC1, HDAC2, HDAC4, HDAC5, HDAC7A, and SIRT1; and histone methyltransferases (HMTs)- SUV39H1and SUV39H2. Expression of each gene in 225 samples (135 primary tumours, 47 cancer cell lines, and 43 normal tissues) was analysedby QRT-PCR, normalized with 8 housekeeping genes, and given as a ratio by comparison with a universal reference RNA.
This involved a total of 13,000 PCR assays allowing for rigorous analysis by fitting a linear regression model to the data. Mutation analysis of HDAC1, HDAC2, SUV39H1, and SUV39H2 revealed only two out of 181 cancer samples (both cell lines) with significant coding-sequence alterations. Supervised analysis and Independent Component Analysis showed that expression of many of these genes was able to discriminate tumour samples from their normal counterparts. Clustering based on the normalized expression ratios of the 12 genes also showed that most samples were grouped according to tissue type. Using a linear discriminant classifier and internal cross-validation revealed that with as few as 5 of the 12 genes, SIRT1, CREBBP, HDAC7A, HDAC5 and PCAF, most samples were correctly assigned.
The expression patterns of HATs, HDACs, and HMTs suggest these genes are important in neoplastic transformation and have characteristic patterns of expression depending on tissue of origin, with implications for potential clinical application.
组蛋白的翻译后修饰导致染色质重塑,在基因表达调控中起关键作用。在此,我们报告了3类染色质修饰基因的12个成员在6种不同癌症类型中的特征性表达模式:组蛋白乙酰转移酶(HATs)——EP300、CREBBP和PCAF;组蛋白去乙酰化酶(HDACs)——HDAC1、HDAC2、HDAC4、HDAC5、HDAC7A和SIRT1;以及组蛋白甲基转移酶(HMTs)——SUV39H1和SUV39H2。通过实时定量聚合酶链反应(QRT-PCR)分析了225个样本(135个原发性肿瘤、47个癌细胞系和43个正常组织)中每个基因的表达,用8个管家基因进行标准化,并与通用参考RNA比较以比值形式给出。
这总共涉及13000次聚合酶链反应检测,通过对数据拟合线性回归模型进行严格分析。对HDAC1、HDAC2、SUV39H1和SUV39H2的突变分析显示,在181个癌症样本(均为细胞系)中只有2个存在显著的编码序列改变。监督分析和独立成分分析表明,这些基因中的许多基因的表达能够区分肿瘤样本与其正常对应物。基于12个基因的标准化表达比值进行聚类也表明,大多数样本根据组织类型进行分组。使用线性判别分类器和内部交叉验证表明,仅用12个基因中的5个,即SIRT1、CREBBP、HDAC7A、HDAC5和PCAF,就能正确分配大多数样本。
HATs、HDACs和HMTs的表达模式表明这些基因在肿瘤转化中很重要,并且具有取决于组织起源的特征性表达模式,对潜在的临床应用具有重要意义。