Department of Biochemistry, University of Wisconsin, Madison, WI 53706, USA.
Proc Natl Acad Sci U S A. 2010 Mar 9;107(10):4544-9. doi: 10.1073/pnas.0914023107. Epub 2010 Feb 22.
Evaluating the specificity spectra of DNA binding molecules is a nontrivial challenge that hinders the ability to decipher gene regulatory networks or engineer molecules that act on genomes. Here we compare the DNA sequence specificities for different classes of proteins and engineered DNA binding molecules across the entire sequence space. These high-content data are visualized and interpreted using an interactive "specificity landscape" which simultaneously displays the affinity and specificity of a million-plus DNA sequences. Contrary to expectation, specificity landscapes reveal that synthetic DNA ligands match, and often surpass, the specificities of eukaryotic DNA binding proteins. The landscapes also identify differential specificity constraints imposed by diverse structural folds of natural and synthetic DNA binders. Importantly, the sequence context of a binding site significantly influences binding energetics, and utilizing the full contextual information permits greater accuracy in annotating regulatory elements within a given genome. Assigning such context-dependent binding values to every DNA sequence across the genome yields predictive genome-wide binding landscapes (genomescapes). A genomescape of a synthetic DNA binding molecule provided insight into its differential regulatory activity in cultured cells. The approach we describe will accelerate the creation of precision-tailored DNA therapeutics and uncover principles that govern sequence-specificity of DNA binding molecules.
评估 DNA 结合分子的特异性谱是一项艰巨的挑战,这阻碍了人们解读基因调控网络或设计作用于基因组的分子的能力。在这里,我们比较了不同类别蛋白质和工程化 DNA 结合分子在整个序列空间中的 DNA 序列特异性。这些高内涵数据使用交互式“特异性景观”进行可视化和解释,该景观同时显示了一百多万个 DNA 序列的亲和力和特异性。与预期相反,特异性景观表明,合成 DNA 配体与真核生物 DNA 结合蛋白的特异性相匹配,并且通常超过后者。这些景观还确定了天然和合成 DNA 结合物的不同结构折叠所施加的差异特异性约束。重要的是,结合位点的序列背景会显著影响结合能,并且充分利用上下文信息可以在给定基因组中更准确地注释调控元件。为基因组中的每个 DNA 序列分配这种基于上下文的结合值,就可以得到可预测的全基因组结合景观(genomescapes)。合成 DNA 结合分子的基因组景观为其在培养细胞中的差异调控活性提供了深入了解。我们描述的方法将加速定制化 DNA 疗法的创建,并揭示控制 DNA 结合分子序列特异性的原则。