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Algorithm for prediction of tumour suppressor p53 affinity for binding sites in DNA

机译:预测肿瘤抑制因子p53对DNA结合位点亲和力的算法

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摘要

The tumour suppressor p53 is a transcription factor that binds DNA in the vicinity of the genes it controls. The affinity of p53 for specific binding sites relative to other DNA sequences is an inherent driving force for specificity, all other things being equal. We measured the binding affinities of systematically mutated consensus p53 DNA-binding sequences using automated fluorescence anisotropy titrations. Based on measurements of the effects of every possible single base-pair substitution of a consensus sequence, we defined the DNA sequence with the highest affinity for full-length p53 and quantified the effects of deviation from it on the strength of protein–DNA interaction. The contributions of individual nucleotides were to a first approximation independent and additive. But, in some cases we observed significant deviations from additivity. Based on affinity data, we constructed a binding predictor that mirrored the existing p53 consensus sequence definition. We used it to search for high-affinity binding sites in the genome and to predict the effects of single-nucleotide polymorphisms in these sites. Although there was some correlation between the Kd and biological function, the spread of the Kds by itself was not sufficient to explain the activation of different pathways by changes in p53 concentration alone.
机译:肿瘤抑制因子p53是在其控制基因附近结合DNA的转录因子。 p53对特定结合位点相对于其他DNA序列的亲和力是特异性的内在驱动力,所有其他条件都相同。我们使用自动荧光各向异性滴定法测量了系统突变的共有p53 DNA结合序列的结合亲和力。基于对共有序列每个可能的单个碱基对取代的影响的测量结果,我们定义了对全长p53具有最高亲和力的DNA序列,并量化了其偏离对蛋白质与DNA相互作用强度的影响。各个核苷酸的贡献与第一近似无关和加和。但是,在某些情况下,我们观察到与可加性的明显偏差。基于亲和力数据,我们构建了一个结合预测因子,该预测因子反映了现有的p53共有序列定义。我们用它来搜索基因组中的高亲和力结合位点,并预测这些位点中单核苷酸多态性的影响。尽管Kd和生物学功能之间存在一定的相关性,但Kds本身的传播不足以解释仅通过p53浓度变化引起的不同途径的激活。

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