人类全基因组范围的CpG岛的预测与分析

CpG岛的甲基化是表观遗传中基因表达调控的重要机制。虽然目前已存在几个从DNA序列判别CpG岛的标准,但如何在标准中选择合适的参数仍是研究的焦点。文章通过分析比较两种经典CpG岛判定标准与三种预测方法,提出了改进的CpG岛预测方法——CpGISeeker。应用该预测方法,结合判定标准中的三个基本参数组合出的13组组合参数,在人类全基因组范围内进行了CpG岛预测,并统计分析了CpG岛的重复序列组成以及相对于基因转录起始位点的位置分布情况。分析结果表明CpGISeeker具有更精确判定CpG岛的特性;同时还提示,随着判定标准严格性的增加,CpG岛的重复序列含量降低,与基因转录起始位点的相关性提高。将CpG岛最小尺寸为500bp、GC含量为60%、CpG出现率达到0.65的组合参数作为标准,是目前预测CpG岛的最佳方式。     

环氧合酶-2在胃癌中的研究进展

我国胃癌发病人数居全球首位,其发生机制及安全有效的治疗是研究重点。大量研究结果表明,环氧化酶-2(Cyclooxygenase-2,COX-2)过度表达促进肿瘤细胞增殖和抑制细胞凋亡,并与胃癌的发生发展、淋巴转移、分化程度、病理分期及预后密切相关。随着COX-2与胃癌关系的研究的深入,COX-2已逐渐成为胃癌治疗的新的靶点。近年来,针对细胞受体、信号传导、细胞周期和血管生成等靶点的抗肿瘤治疗已成为肿瘤治疗研究的新方向。因此,以COX-2为特异靶点的治疗策略有望为胃癌治疗提供新的思路。     

DNA甲基化及其与胃癌相关研究进展

DNA甲基化是表观遗传学中的研究热点,与肿瘤的发生、发展、诊断、治疗、预后等相关。胃癌的发生、发展与DNA甲基化状态改变关系密切,研究胃癌相关基因DNA甲基化状态的改变有助于胃癌的早期发现、诊断、治疗及预后。因此,研究胃癌相关基因的甲基化状态具有一定的临床价值。     

CpG island methylation pattern in different human tissues and its correlation with gene expression

The study on DNA methylation pattern in different human tissues attracts increasing interest nowadays, but a systematic analysis of CpG island methylation pattern between both somatic tissues and gametocyte is still lacking. In this work, we analyzed the CpG island methylation data of sperm and other 11 somatic tissues from Human Epigenome Project, and found that the CpG island methylation profiles are highly correlated between somatic tissues, while the methylation profile in sperm is quite distinct. Furthermore, we observed that in the six tissues investigated, there is no obvious correlation between the methylation level of promoter CpG islands and corresponding gene expression across different tissues.     

DNA 甲基化及其与胃癌相关研究进展

DNA甲基化是表观遗传学中的研究热点,与肿瘤的发生、发展、诊断、治疗、预后等相关。胃癌的发生、发展与DNA甲基化状态改变关系密切,研究胃癌相关基因DNA甲基化状态的改变有助于胃癌的早期发现、诊断、治疗及预后。因此,研究胃癌相关基因的甲基化状态具有一定的临床价值。     

CpG islands: Algorithms and applications in methylation studies

Methylation occurs frequently at 5’-cytosine of the CpG dinucleotides in vertebrate genomes; however, this epigenetic feature is rarely observed in CpG islands (CGIs) or CpG clusters in the promoter regions of genes. Aberrant methylation of the promoter-associated CGIs might influence gene expression and cause carcinogenesis. Because of the functional importance, multiple algorithms have been available for identifying CGIs in a genome or a sequence. They can be categorized into the traditional algorithms (e.g., Gardiner-Garden and Frommer (1987), Takai and Jones (2002), and CpGPRoD (2002)) or statistical property based algorithms (CpGcluster (2006) and CG cluster (2007)). We reviewed the features of these algorithms and evaluated their performance on identifying functional CGIs using genome-wide methylation data. Moreover, identification of CGIs is an initial step in many recent studies for predicting methylation status as well as in the design of methylation detection platforms. We reviewed the benchmarks and features used in these studies.     

Supra-physiological folic acid concentrations induce aberrant DNA methylation in normal human cells in vitro

The micronutrients folate and selenium may modulate DNA methylation patterns by affecting intracellular levels of the methyl donor S-adenosylmethionine (SAM) and/or the product of methylation reactions S-adenosylhomocysteine (SAH). WI-38 fibroblasts and FHC colon epithelial cells were cultured in the presence of two forms of folate or four forms of selenium at physiologically-relevant doses, and their effects on LINE-1 methylation, gene-specific CpG island (CGI) methylation and intracellular SAM:SAH were determined. At physiologically-relevant doses the forms of folate or selenium had no effect on LINE-1 or CGI methylation, nor on intracellular SAM:SAH. However the commercial cell culture media used for the selenium studies, containing supra-physiological concentrations of folic acid, induced LINE-1 hypomethylation, CGI hypermethylation and decreased intracellular SAM:SAH in both cell lines. We conclude that the exposure of normal human cells to supra-physiological folic acid concentrations present in commercial cell culture media perturbs the intracellular SAM:SAH ratio and induces aberrant DNA methylation.     

Evolutionary evidence suggests that CpG island-associated Alus are frequently unmethylated in human germline

Most Alu elements are considered to belong to the methylated fraction of the genome that has undergone CpG depletion, whereas CpG islands are characteristically unmethylated. By analysing the CpG content of >12,000 autosomal CpG island-Alu Sx pairs we wanted to study what happens when an Alu is situated close to a CpG island. We have found that many Alus located close to CpG islands have retained a high proportion of CpG sites, which is consistent with these Alus being unmethylated in the human germline.     

环氧合酶-2在子宫内膜癌中上调表达的临床意义

目的　探讨环氧合酶 2与子宫内膜癌发生、发展中的关系。方法　研究对象分为 5组 ,增生期组 2 5例 ,分泌期组 2 5例 ,内膜炎组 2 5例 ,非典型性增生组 2 3例 ,子宫内膜癌组 34例 ,应用免疫组化和定量RT PCR方法 ,检测其中Cox 2蛋白和mRNA水平表达。结果　 6 7%的子宫内膜癌表达Cox 2 ,在转录和蛋白水平子宫内膜癌组的Cox 2表达强度明显高于其它四组 (免疫组化评分分别为 :增生期组 5 4 6± 0 12 3,分泌期组 3 2 0± 0 176 ,内膜炎组 4 78± 0 12 ,非典型性增生组 6 10±0 2 5 ,子宫内膜癌组 8 70± 0 93,相应mRNA含量依次为 92 8± 8 2 2fpg/ μg ,6 4 9± 11 0 8fpg/ μg ,79 4± 5 83fpg/ μg ,2 99 3± 10 6 8fpg/ μg ,4 93 0± 2 9 5 8fpg/ μg) ,差异有显著性 (P <0 0 5 ) ,内膜癌中 ,高分化细胞Cox 2表达高于低分化细胞 ,差异有显著性 (P <0 0 5 )。非典型性增生组Cox 2表达显著高于正常内膜和内膜炎组 ,增殖期组Cox 2表达高于分泌期组 ,差异有显著性 (P <0 0 5 )。结论　Cox 2可能在子宫内膜癌发生发展中起重要作用 ,可为子宫内膜癌的化学预防和化疗的辅助治疗提供新靶点     

Segmental distribution of genes harboring a CpG island-like region on rice chromosomes

In plant genomes, there exist discrete regions rich in CpG dinucleotides, namely CpG clusters. In rice, most of these CpG clusters are associated with genes. Rice genes are grouped into one of the five classes according to the position of an associated CpG cluster. Among them, class 1 genes, which harbor a CpG cluster at the 5′-terminus, share similarities with human genes having CpG islands. In the present study, by analyzing plant genome sequence data, primarily from rice, we investigated the chromosomal distribution of genes of each class, mainly class 1 genes. Class 1 genes were not uniformly distributed across the rice genome, but were clustered into discrete chromosomal segments. EST-based analysis of the distribution of expressed genes indicates that this segmental distribution of class 1 genes caused a preferential distribution of expressed genes within class 1 gene-rich segments. We then compared the methylation status of genes of each class to examine the possibility that differential DNA methylation, if any, is relevant to the observed differential expression level of genes inside and outside the class 1 segments. The difference in the methylation level between these genes was revealed to be fairly small, which does not support the above-mentioned possibility. Electronic supplementary material Supplementary material is available in the online version of this article at and is accessible for authorized users.     

人类基因组上CpG岛的定位和系统分析

为了研究CpG岛产生和消失机制以及位于基因启动子区域外的CpG岛保守性等问题,我们通过序列比对和进化保守性分析等方法,分析在人类和小鼠中保守的基因上的CpG岛。结果显示已有保守序列的突变以及序列插入删除是CpG岛产生和消失的主要原因,进一步分析发现52%的在小鼠基因组上保守序列完全缺失的CpG岛位于两个转座子之间,提示转座子所介导的序列插入是CpG岛形成和消失的重要原因。人类基因组上在启动子区域外的CpG岛中约有79%为新产生的CpG岛,显著高于启动子区域内新产生的CpG岛比例(41%)。GO分析表明与这些CpG岛相关的部分基因与神经系统发育显著相关,提示新产生的CpG岛参与神经发育过程。     

Different measures of “genome-wide” DNA methylation exhibit unique properties in placental and somatic tissues

DNA methylation of CpGs located in two types of repetitive elements—LINE1 (L1) and Alu—is used to assess “global” changes in DNA methylation in studies of human disease and environmental exposure. L1 and Alu contribute close to 30% of all base pairs in the human genome and transposition of repetitive elements is repressed through DNA methylation. Few studies have investigated whether repetitive element DNA methylation is associated with DNA methylation at other genomic regions, or the biological and technical factors that influence potential associations. Here, we assess L1 and Alu DNA methylation by Pyrosequencing of consensus sequences and using subsets of probes included in the Illumina Infinium HumanMethylation27 BeadChip array. We show that evolutionary age and assay method affect the assessment of repetitive element DNA methylation. Additionally, we compare Pyrosequencing results for repetitive elements to average DNA methylation of CpG islands, as assessed by array probes classified into strong, weak and non-islands. We demonstrate that each of these dispersed sequences exhibits different patterns of tissue-specific DNA methylation. Correlation of DNA methylation suggests an association between L1 and weak CpG island DNA methylation in some of the tissues examined. We caution, however, that L1, Alu and CpG island DNA methylation are distinct measures of dispersed DNA methylation and one should not be used in lieu of another. Analysis of DNA methylation data is complex and assays may be influenced by environment and pathology in different or complementary ways.     

Different measures of “genome-wide” DNA methylation exhibit unique properties in placental and somatic tissues

DNA methylation of CpGs located in two types of repetitive elements—LINE1 (L1) and Alu—is used to assess “global” changes in DNA methylation in studies of human disease and environmental exposure. L1 and Alu contribute close to 30% of all base pairs in the human genome and transposition of repetitive elements is repressed through DNA methylation. Few studies have investigated whether repetitive element DNA methylation is associated with DNA methylation at other genomic regions, or the biological and technical factors that influence potential associations. Here, we assess L1 and Alu DNA methylation by Pyrosequencing of consensus sequences and using subsets of probes included in the Illumina Infinium HumanMethylation27 BeadChip array. We show that evolutionary age and assay method affect the assessment of repetitive element DNA methylation. Additionally, we compare Pyrosequencing results for repetitive elements to average DNA methylation of CpG islands, as assessed by array probes classified into strong, weak and non-islands. We demonstrate that each of these dispersed sequences exhibits different patterns of tissue-specific DNA methylation. Correlation of DNA methylation suggests an association between L1 and weak CpG island DNA methylation in some of the tissues examined. We caution, however, that L1, Alu and CpG island DNA methylation are distinct measures of dispersed DNA methylation and one should not be used in lieu of another. Analysis of DNA methylation data is complex and assays may be influenced by environment and pathology in different or complementary ways.     

肝细胞癌中FHIT基因启动子甲基化状态分析及其与临床病理特征之间的关系研究

目的:分析肝细胞癌组织中FHIT基因启动子甲基化状态及其与FHIT基因表达和肝细胞癌临床病理特征的关系。方法:运用甲基化特异性PCR(MSP)方法分析肝细胞癌组织和癌旁正常肝脏组织中FHIT基因启动子甲基化状况;应用RT-PCT和Western免疫印迹方法检测FHIT基因mRNA和蛋白的表达情况;统计学分析FHIT基因启动子甲基化与肝细胞癌临床病理特征的关系。结果:MSP分析结果表明肝细胞癌组织中FHIT基因甲基化率(60.8%)显著高于癌旁正常组织中FHIT基因甲基化(16.2%;x2=31.071,P=0.000)。同时我们还发现:发生完全或者部分甲基化的肝细胞癌组织或者癌旁正常肝组织中FHIT基因mRNA和蛋白表达水平显著降低。FHIT基因启动子甲基化和肝细胞癌患者的临床分期和肝外转移情况密切相关(P=0.006和0.049),而与其他临床病理特征无相关性(P>0.05)。结论:FHIT基因甲基化是导致FHIT基因在肝细胞癌中失活的一个重要因素,与肝细胞癌的发生密切相关,有望成为肝细胞癌早期诊断的分子检测标志物和分子治疗新靶点。     

Aberrant hypermethylation of the FGFR2 gene in human gastric cancer cell lines

We have previously shown that fibroblast growth factor receptor 2 (FGFR2) plays an important role in gastric carcinogenesis. In this study, we assessed DNA methylation status in the promoter region of FGFR2 gene in gastric cancer cell lines, and indicated that this region was highly methylated, compared with FGFR2-expressing gastric cancer cell lines. Moreover, the restoration of FGFR2 expression by treating methylated cells with the DNA methyltransferase inhibitor 5-aza-2'-deoxycytidine strongly suggests that the loss of FGFR2 expression may be due to the aberrant hypermethylation in the promoter region of the FGFR2 gene. Thus, our results suggest that the epigenetic silencing of FGFR2 through DNA methylation in gastric cancer may contribute to tumor progression.     

环氧化酶-2在口腔鳞癌中的表达及其意义

目的探讨环氧化酶-2(COX-2)的表达与口腔鳞癌生物学行为的关系及其意义.方法采用免疫组织化学S-P法检测10例正常口腔黏膜、12例炎症组织和62例口腔鳞癌中COX-2的表达,并结合临床病理资料进行分析.结果口腔鳞癌中COX-2的表达明显高于正常口腔黏膜和炎症组织(P<0.001).COX-2的表达与口腔鳞癌的部位、大小、临床分期及淋巴结转移无明显相关,但与病理分级相关性显著,随分化程度的降低而增强(P=0.002).结论 COX-2很可能在口腔鳞癌的发生、发展中扮演重要角色,抑制COX-2的活性有望成为口腔鳞癌防治的新途径.     

Factors to preserve CpG-rich sequences in methylated CpG islands

Background

Mammalian CpG islands (CGIs) normally escape DNA methylation in all adult tissues and developmental stages. However, in our previous study we unexpectedly identified many methylated CGIs in human peripheral blood leukocytes. Methylated CpG dinucleotides convert to TpG dinucleotides through deaminization of their cytosine bases more frequently than hypomethylated CpG dinucleotides. Therefore, we wondered how methylated CGIs in germline or non-germline cells maintain their CpG-rich sequences. It is known that events such as germline hypomethylation, CpG selection, biased gene conversion (BGC), and frequent CpG fixation can contribute to the maintenance of CpG-rich sequences in methylated CGIs in germline or non-germline cells. However, it has not been investigated which of the processes maintain CpG-rich sequences of methylated CGIs in each genomic position.

Results

In this study, we comprehensively examined the contribution of the processes described above to the maintenance of CpG-rich sequences in methylated CGIs in germline and non-germline cells which were classified by genomic positions. Approximately 60–80% of CGIs with high methylation in H1 cell line (H1-HM) in all the genomic positions showed a low average CpG → TpG/CpA substitution rate. In contrast, fewer than half the numbers of CGIs with H1-HM in all the genomic positions showed a low average CpG → TpG/CpA substitution rate and low levels of methylation in sperm cells (SPM-LM). Furthermore, a small fraction of CGIs with a low average CpG → TpG/CpA substitution rate and high levels of methylation in sperm cells (SPM-HM) showed CpG selection.On the other hand, independent of the positions in genes, most CGIs with SPM-HM showed a slightly higher average TpG/CpA → CpG substitution rate compared with those with SPM-LM.

Conclusions

Relatively high numbers (approximately 60–80%) of CGIs with H1-HM in all the genomic positions preserve their CpG-rich sequences by a low CpG → TpG/CpA substitution rate caused mainly by their SPM-LM, and for those with SPM-HM partly by CpG selection and TpG/CpA → CpG fixation. BGC has little contribution to the maintenance of CpG-rich sequences of CGIs with SPM-HM which were classified by genomic positions.

Electronic supplementary material

The online version of this article (doi:10.1186/s12864-015-1286-x) contains supplementary material, which is available to authorized users.