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Inferring chemical reaction patterns using rule composition in graph grammars

机译:使用图文法则中的规则组成推断化学反应模式

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Background Modeling molecules as undirected graphs and chemical reactions as graph rewriting operations is a natural and convenient approach to modeling chemistry. Graph grammar rules are most naturally employed to model elementary reactions like merging, splitting, and isomerisation of molecules. It is often convenient, in particular in the analysis of larger systems, to summarize several subsequent reactions into a single composite chemical reaction. Results We introduce a generic approach for composing graph grammar rules to define a chemically useful rule compositions. We iteratively apply these rule compositions to elementary transformations in order to automatically infer complex transformation patterns. As an application we automatically derive the overall reaction pattern of the Formose cycle, namely two carbonyl groups that can react with a bound glycolaldehyde to a second glycolaldehyde. Rule composition also can be used to study polymerization reactions as well as more complicated iterative reaction schemes. Terpenes and the polyketides, for instance, form two naturally occurring classes of compounds of utmost pharmaceutical interest that can be understood as “generalized polymers” consisting of five-carbon (isoprene) and two-carbon units, respectively. Conclusion The framework of graph transformations provides a valuable set of tools to generate and investigate large networks of chemical networks. Within this formalism, rule composition is a canonical technique to obtain coarse-grained representations that reflect, in a natural way, “effective” reactions that are obtained by lumping together specific combinations of elementary reactions.
机译:背景技术将分子建模为无向图,将化学反应建模为图重写操作,是对化学建模的自然而便捷的方法。图形语法规则最自然地用于建模基本反应,例如分子的合并,分裂和异构化。通常方便的是,特别是在较大系统的分析中,将几个后续反应总结为一个复合化学反应。结果我们引入了一种通用的方法来构成图形语法规则,以定义化学上有用的规则组成。我们将这些规则组合迭代地应用于基本转换,以便自动推断复杂的转换模式。作为一种应用,我们会自动得出福尔摩斯循环的总体反应模式,即可以与结合的乙醇醛反应生成第二个乙醇醛的两个羰基。规则组成还可以用于研究聚合反应以及更复杂的迭代反应方案。萜烯和聚酮化合物例如形成两类具有最大药用价值的天然存在的化合物,可以理解为分别由五碳(异戊二烯)和二碳单元组成的“通用聚合物”。结论图转换框架为生成和研究大型化学网络网络提供了一组有价值的工具。在这种形式主义中,规则组合是一种规范技术,用于获得粗粒度的表示,以自然的方式反映通过将基本反应的特定组合集中在一起而获得的“有效”反应。

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