为蛋白质环路嫁接工作流程提供可视化支持

Filip Opálený;Pavol Ulbrich;Joan Planas-Iglesias;Jan Byška;Jan Štourač;David Bednář;Katarína Furmanová;Barbora Kozlíková
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引用次数: 0

摘要

在现代生物化学中,蛋白质工程师在理解和重新设计蛋白质功能时,越来越注重探索蛋白质中被称为环的区域。分析这些区域的各种特征有助于专家设计将所需功能从一种蛋白质转移到另一种蛋白质。这一过程被称为环路嫁接。我们设计了一套交互式可视化工具,为专家提供可视化支持,帮助他们完成环路嫁接管道的所有步骤。工作流程分为几个阶段,反映了管道的各个步骤。每个阶段都有一套特定的蛋白质及其环路的抽象二维可视化表示,并与蛋白质的三维视图交互链接。通过依次通过各个阶段,用户可以形成潜在候选环路嫁接的环路列表。最后,将候选环路从一个蛋白质实际插入另一个蛋白质,并将结果直观地呈现给用户。通过这种方式,蛋白质及其环路的全计算合理设计产生了新设计的蛋白质结构,这些结构可以通过体外实验进一步组装和测试。我们在一个改变工程酶对映体选择性的真实案例中展示了可视化支持设计的贡献。此外,我们还向读者提供了专家的反馈意见。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual Support for the Loop Grafting Workflow on Proteins
In understanding and redesigning the function of proteins in modern biochemistry, protein engineers are increasingly focusing on exploring regions in proteins called loops. Analyzing various characteristics of these regions helps the experts design the transfer of the desired function from one protein to another. This process is denoted as loop grafting. We designed a set of interactive visualizations that provide experts with visual support through all the loop grafting pipeline steps. The workflow is divided into several phases, reflecting the steps of the pipeline. Each phase is supported by a specific set of abstracted 2D visual representations of proteins and their loops that are interactively linked with the 3D View of proteins. By sequentially passing through the individual phases, the user shapes the list of loops that are potential candidates for loop grafting. Finally, the actual in-silico insertion of the loop candidates from one protein to the other is performed, and the results are visually presented to the user. In this way, the fully computational rational design of proteins and their loops results in newly designed protein structures that can be further assembled and tested through in-vitro experiments. We showcase the contribution of our visual support design on a real case scenario changing the enantiomer selectivity of the engineered enzyme. Moreover, we provide the readers with the experts' feedback.
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