论文标题

代表具有规则组成的催化机制

Representing catalytic mechanisms with rule composition

论文作者

Andersen, Jakob L., Fagerberg, Rolf, Flamm, Christoph, Fontana, Walter, Kolčák, Juri, Laurent, Christophe V. F. P., Merkle, Daniel, Nøjgaard, Nikolai

论文摘要

反应机制通常被视为基本步骤的序列,例如通过箭头推动编码。我们提出了一种使用图转换来表示此类机制的方法。在此框架中,每个基本步骤都是修改分子图的规则,机理是此类规则的序列。为了生成多步反应的紧凑表示,我们将单个步骤的规则构成复合规则,从而提供了严格且完全自动化的粗粒方法。虽然复合规则保留了执行机制所需的图形条件,但它还记录了有关瞬态变化的信息,而不是通过比较转移和产品来可见。通过将规则投射到单个“覆盖图”上,我们概括了Fujita从基本反应到复合反应的假想过渡结构的概念。叠加图构建体的效用在酶催化反应的背景下举例说明。在第一个应用程序中,我们利用机制和催化位点图表中的机械信息来构建数据库中列出的水解酶反应的覆盖图。这些图指向酶和底物的催化纠缠范围,从而取消了奇异催化剂的概念,而有利于可以在酶和底物上分布的一系列催化位点。在第二个应用程序中,我们部署复合规则来搜索RHEA数据库,以查找已知或未知机制的反应,这些反应原则上与复合规则所隐含的机制兼容。我们认为,这项工作增加了形式主义在代表和推理化学以自动化而有见地的方式中的实用性。

Reaction mechanisms are often presented as sequences of elementary steps, such as codified by arrow pushing. We propose an approach for representing such mechanisms using graph transformation. In this framework, each elementary step is a rule for modifying a molecular graph and a mechanism is a sequence of such rules. To generate a compact representation of a multi-step reaction, we compose the rules of individual steps into a composite rule, providing a rigorous and fully automated approach to coarse-graining. While the composite rule retains the graphical conditions necessary for the execution of a mechanism, it also records information about transient changes not visible by comparing educts and products. By projecting the rule onto a single "overlay graph", we generalize Fujita's idea of an Imaginary Transition Structure from elementary reactions to composite reactions. The utility of the overlay graph construct is exemplified in the context of enzyme-catalyzed reactions. In a first application, we exploit mechanistic information in the Mechanism and Catalytic Site Atlas to construct overlay graphs of hydrolase reactions listed in the database. These graphs point at a spectrum of catalytic entanglement of enzyme and substrate, de-emphasizing the notion of a singular catalyst in favor of a collection of catalytic sites that can be distributed across enzyme and substrate. In a second application, we deploy composite rules to search the Rhea database for reactions of known or unknown mechanism that are, in principle, compatible with the mechanisms implied by the composite rules. We believe this work adds to the utility of graph-transformation formalisms in representing and reasoning about chemistry in an automated yet insightful fashion.

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