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Identifying Similar Patterns of Structural Flexibility in Proteins by Disorder Prediction and Dynamic Programming

机译:通过无序预测和动态规划识别蛋白质中结构柔性的相似模式

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摘要

Computational methods are prevailing in identifying protein intrinsic disorder. The results from predictors are often given as per-residue disorder scores. The scores describe the disorder propensity of amino acids of a protein and can be further represented as a disorder curve. Many proteins share similar patterns in their disorder curves. The similar patterns are often associated with similar functions and evolutionary origins. Therefore, finding and characterizing specific patterns of disorder curves provides a unique and attractive perspective of studying the function of intrinsically disordered proteins. In this study, we developed a new computational tool named IDalign using dynamic programming. This tool is able to identify similar patterns among disorder curves, as well as to present the distribution of intrinsic disorder in query proteins. The disorder-based information generated by IDalign is significantly different from the information retrieved from classical sequence alignments. This tool can also be used to infer functions of disordered regions and disordered proteins. The web server of IDalign is available at ().
机译:在鉴定蛋白质内在失调中,主要使用计算方法。预测变量的结果通常以每个残基疾病得分给出。得分描述了蛋白质氨基酸的无序倾向,并且可以进一步表示为无序曲线。许多蛋白质在其紊乱曲线中具有相似的模式。相似的模式通常与相似的功能和进化起源相关。因此,发现和表征失调曲线的特定模式提供了研究固有失调蛋白功能的独特且有吸引力的观点。在这项研究中,我们使用动态编程开发了一种名为IDalign的新计算工具。该工具能够识别疾病曲线之间的相似模式,并能够显示查询蛋白中固有疾病的分布。由IDalign生成的基于疾病的信息与从经典序列比对中检索到的信息明显不同。该工具还可用于推断无序区域和无序蛋白质的功能。 IDalign的Web服务器位于()。

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