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探索可磷酸化氨基酸的序列上下文:升级版MAPRes工具的贡献。

Exploring the sequence context of phosphorylatable amino acids: the contribution of the upgraded MAPRes tool.

作者信息

Iqbal Zeeshan, Hoessli Daniel C, Qazi Wajahat M, Ahmad Munir, Shakoori Abdul Rauf

机构信息

Institute of Molecular Sciences and Bioinformatics, Lahore, Pakistan.

出版信息

J Cell Biochem. 2015 Mar;116(3):370-9. doi: 10.1002/jcb.24983.

Abstract

Several models that predict where post-translational modifications are likely to occur and formulate the corresponding association rules are available to analyze the functional potential of a protein sequence, but an algorithm incorporating the functional groups of the involved amino acids in the sequence analyses process is not yet available. In its previous version, MAPRes was utilized to investigate the influence of the surrounding amino acids of post- translationally and co-translationally modifiable sites. The MAPRes has been upgraded to take into account the different biophysical and biochemical properties of the amino acids that have the potential to influence different post- translational modifications (PTMs). In the present study, the upgraded version of MAPRes was implemented on phosphorylated Ser/Thr/Tyr data by considering the polarity and charge of the surrounding amino acids. The patterns mined by MAPRes incorporating structural information on polarity and charge of amino acids suggest distinct structure-function relationships for phosphorylated serines in a multifunctional protein such as the insulin-receptor substrate-1 (IRS-1) protein. The new version of MAPRes is freely available at http://www.imsb.edu.pk/Database.htm.

摘要

有几种模型可用于预测翻译后修饰可能发生的位置并制定相应的关联规则,以分析蛋白质序列的功能潜力,但尚未有一种算法能在序列分析过程中纳入所涉及氨基酸的官能团。在其先前版本中,MAPRes被用于研究翻译后和共翻译可修饰位点周围氨基酸的影响。MAPRes已升级,以考虑到有可能影响不同翻译后修饰(PTM)的氨基酸的不同生物物理和生化特性。在本研究中,通过考虑周围氨基酸的极性和电荷,在磷酸化的丝氨酸/苏氨酸/酪氨酸数据上实现了MAPRes的升级版本。结合氨基酸极性和电荷结构信息的MAPRes挖掘出的模式表明,在多功能蛋白如胰岛素受体底物-1(IRS-1)蛋白中,磷酸化丝氨酸具有独特的结构-功能关系。MAPRes的新版本可在http://www.imsb.edu.pk/Database.htm免费获取。

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