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钾离子和钠离子通道效应毒素的生物信息学表征与预测

Bioinformatic characterizations and prediction of K+ and Na+ ion channels effector toxins.

作者信息

Soli Rima, Kaabi Belhassen, Barhoumi Mourad, El-Ayeb Mohamed, Srairi-Abid Najet

机构信息

Laboratory of Epidemiology and Ecology of Parasites, Institut Pasteur de Tunis, Tunis, Tunisia.

Research and Teaching Building, Institut Pasteur de Tunis, 13 Place Pasteur, BP 74, 1002 Belvedere-Tunis, Tunisia.

出版信息

BMC Pharmacol. 2009 Mar 10;9:4. doi: 10.1186/1471-2210-9-4.

Abstract

BACKGROUND

K+ and Na+ channel toxins constitute a large set of polypeptides, which interact with their ion channel targets. These polypeptides are classified in two different structural groups. Recently a new structural group called birtoxin-like appeared to contain both types of toxins has been described. We hypothesized that peptides of this group may contain two conserved structural motifs in K+ and/or Na+ channels scorpion toxins, allowing these birtoxin-like peptides to be active on K+ and/or Na+ channels.

RESULTS

Four multilevel motifs, overrepresented and specific to each group of K+ and/or Na+ ion channel toxins have been identified, using GIBBS and MEME and based on a training dataset of 79 sequences judged as representative of K+ and Na+ toxins.Unexpectedly birtoxin-like peptides appeared to present a new structural motif distinct from those present in K+ and Na+ channels Toxins. This result, supported by previous experimental data, suggests that birtoxin-like peptides may exert their activity on different sites than those targeted by classic K+ or Na+ toxins.Searching, the nr database with these newly identified motifs using MAST, retrieved several sequences (116 with e-value < 1) from various scorpion species (test dataset). The filtering process left 30 new and highly likely ion channel effectors.Phylogenetic analysis was used to classify the newly found sequences. Alternatively, classification tree analysis, using CART algorithm adjusted with the training dataset, using the motifs and their 2D structure as explanatory variables, provided a model for prediction of the activity of the new sequences.

CONCLUSION

The phylogenetic results were in perfect agreement with those obtained by the CART algorithm.Our results may be used as criteria for a new classification of scorpion toxins based on functional motifs.

摘要

背景

钾离子和钠离子通道毒素构成了一大类多肽,它们与各自的离子通道靶点相互作用。这些多肽被分为两个不同的结构组。最近,一种名为类比托毒素的新结构组被描述,其中似乎包含了两种类型的毒素。我们推测,该组中的肽可能在钾离子和/或钠离子通道蝎毒素中含有两个保守的结构基序,使得这些类比托毒素样肽能够在钾离子和/或钠离子通道上发挥活性。

结果

使用GIBBS和MEME软件,并基于79个被判定为代表钾离子和钠离子毒素的序列的训练数据集,已识别出钾离子和/或钠离子通道毒素的每一组中都过度呈现且特定的四个多级基序。出乎意料的是,类比托毒素样肽似乎呈现出一种与钾离子和钠离子通道毒素中存在的基序不同的新结构基序。这一结果得到了先前实验数据的支持,表明类比托毒素样肽可能在与经典钾离子或钠离子毒素所靶向的不同位点发挥其活性。使用MAST软件,用这些新识别出的基序在nr数据库中进行搜索时,从各种蝎种(测试数据集)中检索到了几个序列(116个,e值<1)。筛选过程留下了30个新的且极有可能是离子通道效应物的序列。系统发育分析用于对新发现的序列进行分类。另外,使用CART算法并结合训练数据集进行分类树分析,将基序及其二维结构用作解释变量,提供了一个预测新序列活性的模型。

结论

系统发育结果与通过CART算法获得的结果完全一致。我们的结果可作为基于功能基序对蝎毒素进行新分类的标准。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/939b/2660317/d08dcd62c365/1471-2210-9-4-1.jpg

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