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人类琥珀酸半醛脱氢酶构象氧化还原开关调节的建模

Modeling conformational redox-switch modulation of human succinic semialdehyde dehydrogenase.

作者信息

Tamazian Gaik, Ho Chang Jeong, Knyazev Sergey, Stepanov Eugene, Kim Kyung-Jin, Porozov Yuri

机构信息

Department of Biology, Theodosius Dobzhansky Center for Genome Bioinformatics, St. Petersburg State University, St. Petersburg, Russia.

Department of Biology, Teachers College, Kyungpook National University, Daegu, Korea.

出版信息

Proteins. 2015 Dec;83(12):2217-29. doi: 10.1002/prot.24937. Epub 2015 Oct 27.

Abstract

Succinic semialdehyde dehydrogenase (SSADH) converts succinic semialdehyde (SSA) to succinic acid in the mitochondrial matrix and is involved in the metabolism of the inhibitory neurotransmitter γ-aminobutyric acid (GABA). The molecular structure of human SSADH revealed the intrinsic regulatory mechanism--redox-switch modulation--by which large conformational changes are brought about in the catalytic loop through disulfide bonding. The crystal structures revealed two SSADH conformations, and computational modeling of transformation between them can provide substantial insights into detailed dynamic redox modulation. On the basis of these two clear crystal structures, we modeled the conformational motion between these structures in silico. For that purpose, we proposed and used a geometry-based coarse-grained mathematical model of long-range protein motion and the related modeling algorithm. The algorithm is based on solving the special optimization problem, which is similar to the classical Monge-Kantorovich mass transportation problem. The modeled transformation was supported by another morphing method based on a completely different framework. The result of the modeling facilitates better interpretation and understanding of the SSADH biological role.

摘要

琥珀酸半醛脱氢酶(SSADH)在线粒体基质中将琥珀酸半醛(SSA)转化为琥珀酸,并参与抑制性神经递质γ-氨基丁酸(GABA)的代谢。人类SSADH的分子结构揭示了其内在调节机制——氧化还原开关调节,即通过二硫键在催化环中引起大的构象变化。晶体结构揭示了两种SSADH构象,对它们之间转化的计算建模可以为详细的动态氧化还原调节提供大量见解。基于这两种清晰的晶体结构,我们在计算机上对这些结构之间的构象运动进行了建模。为此,我们提出并使用了一种基于几何的蛋白质长程运动粗粒度数学模型及相关建模算法。该算法基于解决特殊的优化问题,这与经典的蒙日 - 康托罗维奇质量传输问题类似。建模的转化得到了基于完全不同框架的另一种变形方法的支持。建模结果有助于更好地解释和理解SSADH的生物学作用。

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