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使用Petri网对恶性疟原虫糖酵解途径进行建模。

Modeling of the Glycolysis Pathway in Plasmodium falciparum using Petri Nets.

作者信息

Oyelade Jelili, Isewon Itunuoluwa, Rotimi Solomon, Okunoren Ifeoluwa

机构信息

Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria.

Department of Biological Sciences, Covenant University, Ota, Ogun State, Nigeria.

出版信息

Bioinform Biol Insights. 2016 May 12;10:49-57. doi: 10.4137/BBI.S37296. eCollection 2016.

Abstract

Malaria is one of the deadly diseases, which affects a large number of the world's population. The Plasmodium falciparum parasite during erythrocyte stages produces its energy mainly through anaerobic glycolysis, with pyruvate being converted into lactate. The glycolysis metabolism in P. falci-parum is one of the important metabolic pathways of the parasite because the parasite is entirely dependent on it for energy. Also, several glycolytic enzymes have been proposed as drug targets. Petri nets (PNs) have been recognized as one of the important models for representing biological pathways. In this work, we built a qualitative PN model for the glycolysis pathway in P. falciparum and analyzed the model for its structural and quantitative properties using PN theory. From PlasmoCyc files, a total of 11 reactions were extracted; 6 of these were reversible and 5 were irreversible. These reactions were catalyzed by a total number of 13 enzymes. We extracted some of the essential reactions in the pathway using PN model, which are the possible drug targets without which the pathway cannot function. This model also helps to improve the understanding of the biological processes within this pathway.

摘要

疟疾是致命疾病之一,影响着世界上大量人口。恶性疟原虫在红细胞阶段主要通过无氧糖酵解产生能量,丙酮酸被转化为乳酸。恶性疟原虫中的糖酵解代谢是该寄生虫重要的代谢途径之一,因为寄生虫完全依赖它获取能量。此外,几种糖酵解酶已被提议作为药物靶点。Petri网(PNs)已被公认为表示生物途径的重要模型之一。在这项工作中,我们构建了恶性疟原虫糖酵解途径的定性PN模型,并使用PN理论分析了该模型的结构和定量特性。从PlasmoCyc文件中总共提取了11个反应;其中6个是可逆的,5个是不可逆的。这些反应由总共13种酶催化。我们使用PN模型提取了该途径中的一些关键反应,这些反应是可能的药物靶点,没有它们该途径就无法发挥作用。该模型还有助于增进对该途径内生物过程的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6a5b/4869600/2925e15c4b10/bbi-10-2016-049f1.jpg

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