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An Interactive Strategy to Visualize Common Subgraphs in Protein-Ligand Interaction

机译:可视化蛋白质配体相互作用中常见子图的交互式策略

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Interactions between proteins and ligands play an important role in biological processes of living systems. For this reason, the development of computational methods to facilitate the understanding of the ligand-receptor recognition process is fundamental, since this comprehension is a major step towards ligand prediction, target identification, lead discovery, among others. This article presents a visual interactive interface to explore protein-ligand interactions and their conserved substructures for a set of similar proteins. The protein-ligand interface is modeled as bipartite graphs, where nodes represents protein and ligand atoms, and edges depicts interactions between them. Such graphs are the input to search for frequent subgraphs that are the conserved interaction patterns over the datasets. To illustrate the potential of our strategy, we used two test datasets, Ricin and human CDK2. Availability: http://dcc. ufmg.br /~alexandrefassio/gremlin/.
机译:蛋白质和配体之间的相互作用在生命系统的生物过程中起着重要作用。因此,开发有助于理解配体-受体识别过程的计算方法至关重要,因为这种理解是迈向配体预测,靶标识别,先导发现等方面的重要一步。本文提供了一个可视的交互式界面,以探索蛋白质-配体相互作用及其对于一组相似蛋白质的保守亚结构。蛋白质-配体界面建模为二分图,其中节点表示蛋白质和配体原子,边缘表示它们之间的相互作用。此类图是搜索频繁子图的输入,这些子图是数据集上的保守交互模式。为了说明我们策略的潜力,我们使用了两个测试数据集Ricin和人类CDK2。可用性:http:// dcc。 ufmg.br /〜alexandrefassio / gremlin /。

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