Patterns of a Disulfide Bond Formation in Toxins of Spiders from the Ctenidae Family: A Comparison with Predictions of the AlphaFold 2.0 Neural Network

Q3 Agricultural and Biological Sciences Moscow University Biological Sciences Bulletin Pub Date : 2024-03-11 DOI:10.3103/s0096392523700141
P. A. Mironov, Z. O. Shenkarev
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Abstract

Venoms of wandering or running spiders from the family Ctenidae are multicomponent and include >500 identified peptides and proteins called ctenitoxins. The main components of the venom are cysteine-rich peptides containing an inhibitor cystine knot (ICK) motif. The pharmacological diversity of ctenitoxins makes it possible to consider some of them as prototypes for the development of new drugs to treat chronic pain, Huntington’s disease, erectile dysfunction, and glaucoma. Based on the localization of cysteine residues in the amino acid sequence, ctenitoxins are divided into 14 groups containing 6–14 Cys residues. To date, the spatial structure of only one ctenitoxin, ω-CNTX-Pn4a (Pha1β or Tx3-6) from the Brazilian wandering spider Phoneutria nigriventer, has been determined. Another ten structural groups of ctenitoxins are homologous to the known spatial structures of toxins from other spider families or other proteins; finally, three more ctenitoxin groups do not have any known structural homologues. In this study, we proposed possible patterns for the disulfide bond formation in all ctenitoxin groups. A comparison of the obtained schemes with the predictions of the AlphaFold 2.0 algorithm shows that this neural network does not always correctly predict the structure of cysteine-rich peptides, especially in the case of modeling of mature peptides without leader sequences.

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栉水母科蜘蛛毒素中二硫键的形成模式:与 AlphaFold 2.0 神经网络预测的比较
摘要栉水母科游走性或奔跑性蜘蛛的毒液是多成分的,包括500种已确定的肽和蛋白质,称为栉水母毒素。毒液的主要成分是富含半胱氨酸的多肽,其中含有抑制胱氨酸结(ICK)基团。栉水母毒素的药理多样性使我们有可能将其中一些毒素视为开发治疗慢性疼痛、亨廷顿氏病、勃起功能障碍和青光眼新药的原型。根据半胱氨酸残基在氨基酸序列中的定位,栉水母毒素被分为 14 组,每组含有 6-14 个 Cys 残基。迄今为止,只确定了一种栉水母毒素的空间结构,即来自巴西游走蜘蛛 Phoneutria nigriventer 的 ω-CNTX-Pn4a (Pha1β 或 Tx3-6)。另外十个栉水母毒素结构组与其他蜘蛛家族或其他蛋白质的已知毒素空间结构同源;最后,还有三个栉水母毒素组没有任何已知的结构同源物。在这项研究中,我们提出了所有栉水母毒素组中二硫键形成的可能模式。将获得的方案与 AlphaFold 2.0 算法的预测结果进行比较后发现,该神经网络并不总是能正确预测富含半胱氨酸的肽的结构,尤其是在对没有前导序列的成熟肽进行建模的情况下。
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来源期刊
Moscow University Biological Sciences Bulletin
Moscow University Biological Sciences Bulletin Agricultural and Biological Sciences-Agricultural and Biological Sciences (all)
CiteScore
1.00
自引率
0.00%
发文量
18
期刊介绍: Moscow University Biological Sciences Bulletin  is forum for research in all important areas of modern biology. It publishes original work on qualitative, analytical and experimental aspects of research. The scope of articles to be considered includes plant biology, zoology, ecology, evolutionary biology, biophysics, genetics, genomics, proteomics, molecular biology, cell biology, biochemistry, endocrinology, immunology, physiology, pharmacology, neuroscience, gerontology, developmental biology, bioinformatics, bioengineering, virology, and microbiology.
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