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目的:预测转录因子结合位点。方法:本文从ABS数据库上下载了人类和啮齿类动物的直系同源的启动子序列,首先使用位置打分函数对这些启动子序列进行打分,找到候选的转录因子结合位点,并进一步利用进化足迹法对这些候选的转录因子结合位点进行筛选,只有结合位点同时出现在人类和啮齿类动物的启动子序列才认为是真正的结合位点。结果:在对人类和啮齿类动物进行转录因子结合位点预测时,与单独使用打分函数的结果相比,进化足迹法与打分函数结合的方法有效的提高了预测结果的性能,大幅度提供所得预测结果的特异性。结论:进化足迹法结合位置打分矩阵的方法能较为准确有效的预测转录因子结合位点。  相似文献   

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转录起始位点的计算定位是基因转录调控研究的重要内容,但现有方法的识别性能较低。文章作者在已有原核启动子识别算法的基础上,提出了一种基于滑动窗口的原核转录起始位点计算定位方法,通过在合理限定的定位范围内对序列进行滑动扫描,来预测转录起始位点的位置。首先根据窗口序列的交迭组分特征和启动子其它特征分别建立二次判别分类器,用其计算对应位置的似然得分,再利用转录起始位点与翻译起始位点的间隔经验分布信息对似然得分进行修正,最后依照似然得分的分布情况由阈值定位算法确定预测位置。对大肠杆菌真实序列数据的测试结果表明,该定位算法可实现对真实转录起始位点位置的有效预测,与已有算法相比,当敏感性指标同为0.85左右时,特异性指标可从0.20提高至0.65,从而使得定位准确率提高了约20个百分点。  相似文献   

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The complete nucleotide sequence of the Corynebacterium glutamicum hom-thrB operon has been determined and the structural genes and promoter region mapped. A polypeptide of Mr 46,136 is encoded by hom and a polypeptide of Mr 32,618 is encoded by thrB. Both predicted protein sequences show amino acid sequence homology to their counterparts in Escherichia coli and Bacillus subtilis. The promoter region has been mapped by S1-nuclease and deletion analysis. Located between -88, RNA start site and -219 (smallest deletion clone with complete activity) are sequence elements similar to those found in E. coli and B. subtilis promoters. Although there are no obvious attenuator-like structures in the 5'-untranslated region, there is a dyad-symmetry element, which may act as an operator.  相似文献   

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大肠杆菌启动子特征参数的统计分析   总被引:1,自引:0,他引:1  
林昊 《生物信息学》2009,7(1):37-39,43
首先统计了683条大肠杆菌sigrna70启动子序列的每个位点单碱基频率,并计算了每个位点单碱基体现保守性的M1(1)值和相应涨落限,从而获得多个大于涨落限的保守位点。其次,对大肠杆菌的转录起始位点到翻译起始位点的距离进行了统计,发现这个距离的范围是0-1000bp。大肠杆菌启动子还分布于一些特定的基因间和编码区,分别是的DIV基因间,55%的TAN基因间和6%的编码区。这些启动子的特征是启动子辨识的重要参数。  相似文献   

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Plant promoter prediction with confidence estimation   总被引:10,自引:0,他引:10       下载免费PDF全文
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The gene encoding the Lon protease of Erwinia amylovora has been cloned by complementation of an Escherichia coli lon mutant. Analysis of the determined nucleotide sequence of the lon gene revealed extensive homology to the nucleotide sequences of cloned lon genes from E. coli, Myxococcus xanthus, and Bacillus brevis. The predicted amino acid sequence of the E. amylovora Lon protease was 94, 59, and 54% identical to the predicted amino acid sequences of the Lon proteases of E. coli, M. xanthus, and B. brevis, respectively. The -10 and -35 promoter regions of the cloned lon gene had extensive homology to the respective consensus sequences of E. coli heat shock promoters. Promoter mapping of the lon gene located the start site 7 bases downstream of the -10 region. Cloning of the lon promoter upstream of a cat reporter gene demonstrated that expression of the E. amylovora lon gene was inducible by a heat shock. This is the first demonstration of a heat shock-regulated gene in E. amylovora. Site-directed mutagenesis of the -10 region of the lon promoter confirmed that the heat shock expression of the E. amylovora lon gene may be mediated by a sigma 32-like factor. Insertional inactivation of the E. amylovora chromosomal lon gene confirmed that the lon gene was not essential for either vegetative growth or infection of apple seedlings. E. amylovora lon mutants had increased sensitivity to UV irradiation and elevated levels of extracellular polysaccharide, suggesting comparable roles for the Lon proteases in both E. amylovora and E. coli.  相似文献   

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