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Potential Binding Sites for SF-1:Recognition by the SiteGA Method,Experimental Verification, and Search for New Target Genes

机译:SF-1的潜在结合位点:通过SiteGA方法识别,实验验证和寻找新的靶基因

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The transcription factor SF-1(steroidogenic factor 1)regulates the expression of the steroidogene-sis genes,coordinates the development and function of the hypofhalamic-pituitary-gonadal and adrenal sys-tems,and plays an important role in the development and function of the reproductive system.SF-1 belongs to the superfamily of nuclear receptors and activates gene expression via binding as a monomer to DNA.The SiteGA method was developed for recognizing the binding sites for SF-1.The method utilizes a genetic algo-rithm and discriminant analysis to identify the context features of extended(93-bp)regions harboring the SF-1 sites in a training sample.Recognition of the SF-1 sites showed that the SiteGA method allows more reliable predictions as compared to the common weight matrix method.Experimental verification of 18 putative SF-1 sites predicted for the regulatory regions of the steroidogenesis genes showed that 15(83%)of them did indeed interact with SF-1.The density of putative SF-1 sites was analyzed in the regulatory regions of genes from var-ious functional groups,and new target genes of SF-1 were sought in the human genome.The potential targets of SF-1 include the genes coding for cytokine receptors,growth factor receptors,and proteins involved in the corresponding signal transduction pathways,as well as genes expressed in the epididymis.Expression of SF-1 in the epididymis was predicted and verified experimentally.
机译:转录因子SF-1(类固醇生成因子1)调节类固醇生成基因的表达,协调下丘脑-垂体-性腺和肾上腺系统的发育和功能,并在其发育和功能中起重要作用。 SF-1属于核受体的超家族,通过与DNA的单体结合来激活基因表达.SiteGA方法被开发用于识别SF-1的结合位点。该方法利用遗传算法和判别分析以识别训练样本中包含SF-1位点的扩展(93 bp)区域的背景特征。对SF-1位点的识别表明,与普通权重矩阵方法相比,SiteGA方法可以提供更可靠的预测对18个假定的SF-1位点进行了实验验证,这些位点预测了类固醇生成基因的调控区域,显示其中15个(83%)确实与SF-1相互作用。在来自各种功能组的基因的调控区域中分析了这些位点,并在人类基因组中寻找了SF-1的新靶基因。SF-1的潜在靶标包括编码细胞因子受体,生长因子受体,预测了SF-1在附睾中的表达并进行了实验验证,并证明了相关信号转导途径中涉及的蛋白质以及附睾中表达的基因。

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