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Human transcription factor genes involved in neuronal development tend to have high GC content and CpG elements in the proximal promoter region
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作者 Yue-Sheng Long Jia-Ming Qin +3 位作者 Tao Su Qi-Hua Zhao Yong-Hong Yi Wei-Ping Liao 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2011年第4期157-163,共7页
Transcription factors(TFs)play critical roles in the development of the nervous system,but the transcriptional regulatory mechanisms of these genes are poorly understood.Here we analyzed 5-kb of the 5' flanking gen... Transcription factors(TFs)play critical roles in the development of the nervous system,but the transcriptional regulatory mechanisms of these genes are poorly understood.Here we analyzed 5-kb of the 5' flanking genomic DNA sequences of 41 TF genes involved in neuronal development.The results showed that the TF genes tend to have higher GC contents in the proximal region and most of the TF genes have at least one proximal GC-rich(GC content60%)promoter with a CpG island.The promoter distribution analysis showed that the GC-poor promoters were sporadically distributed within the 5-kb flanking genomic sequence(FGS);however,more than half(37 of 70)of the GC-rich promoters were located in the proximal region between nucleotides—1 and—500.Luciferase assays showed that partial GC-rich promoters increased gene expression in SH-SY5Y cells and that CpG methylation repressed the promoter activity.This study suggests a potential general mechanism for regulation of TF expression. 展开更多
关键词 Transcription factor PROMOTER GC content cpg island DNA methylation
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基于统计组合与CpG含量分类的基因预测算法 被引量:2
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作者 童庆 郑浩然 +1 位作者 宁岩 王煦法 《北京生物医学工程》 2007年第2期178-181,190,共5页
基因预测是研究基因功能、基因表达、基因之间的关联关系以及如何控制基因转录等工作的基础。现有的基因预测方法在预测内部编码外显子方面能达到较高的精度,但在预测5′端外显子方面却存在着不足。本文针对5′端外显子,构建了一种基于... 基因预测是研究基因功能、基因表达、基因之间的关联关系以及如何控制基因转录等工作的基础。现有的基因预测方法在预测内部编码外显子方面能达到较高的精度,但在预测5′端外显子方面却存在着不足。本文针对5′端外显子,构建了一种基于统计组合与CpG含量分类的基因预测算法:将基因区域数据根据CpG含量分成2个相对独立的集合,采用统计组合的方法将多种基因预测方法综合在一起进行基因预测研究。实验结果表明该算法提高了基因预测的精度,为进一步研究基因预测提供了一种可能的方案。 展开更多
关键词 基因预测 cpg含量 线性组合 统计组合
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基于统计组合与特征分类的基因预测算法 被引量:2
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作者 童庆 郑浩然 王煦法 《中国科学技术大学学报》 CAS CSCD 北大核心 2006年第11期1184-1189,共6页
在研究了三种基因局部特征的基础上,针对现有的基因预测方法在预测5’端外显子方面的不足,构建了一种基于统计组合与特征分类的基因预测算法,即将基因区域数据根据局部特征分成两个相对独立的集合,采用统计组合的方法将多种基因预测方... 在研究了三种基因局部特征的基础上,针对现有的基因预测方法在预测5’端外显子方面的不足,构建了一种基于统计组合与特征分类的基因预测算法,即将基因区域数据根据局部特征分成两个相对独立的集合,采用统计组合的方法将多种基因预测方法综合在一起进行基因预测研究.实验结果表明,该算法提高了基因预测的精度,为基因预测提供了一种可能的研究方案. 展开更多
关键词 基因预测 DPE TATA框 cpg含量 统计组合
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Comparative Genomic Study Reveals a Transition from TA Richness in Invertebrates to GC Richness in Vertebrates at CpG Flank-ing Sites:An Indication for Context-Dependent Mutagenicity of Methylated CpG Sites
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作者 Frederick C.C. Leung 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2008年第3期144-154,共11页
Vertebrate genomes are characterized with CpG deficiency, particularly for GCpoor regions. The GC content-related CpG deficiency is probably caused by context-dependent deamination of methylated CpG sites. This hypoth... Vertebrate genomes are characterized with CpG deficiency, particularly for GCpoor regions. The GC content-related CpG deficiency is probably caused by context-dependent deamination of methylated CpG sites. This hypothesis was examined in this study by comparing nucleotide frequencies at CpG flanking positions among invertebrate and vertebrate genomes. The finding is a transition of nucleotide preference of 5' T to 5' A at the invertebrate-vertebrate boundary, indicating that a large number of CpG sites with 5' Ts were depleted because of global DNA methylation developed in vertebrates. At genome level, we investigated CpG observed/expected (obs/exp) values in 500 bp fragments, and found that higher CpG obs/exp value is shown in GC-poor regions of invertebrate genomes (except sea urchin) but in GC-rich sequences of vertebrate genomes. We next compared GC content at CpG flanking positions with genomic average, showing that the GC content is lower than the average in invertebrate genomes, but higher than that in vertebrate genomes. These results indicate that although 5' T and 5' A are different in inducing deamination of methylated CpG sites, GC content is even more important in affecting the deamination rate. In all the tests, the results of sea urchin are similar to vertebrates perhaps due to its fractional DNA methylation. CpG deficiency is therefore suggested to be mainly a result of high mutation rates of methylated CpG sites in GC-poor regions. 展开更多
关键词 cpg deficiency DNA methylation invertebrate genomes GC content
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