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使用蛋白质网络方法鉴定人类精卵相互作用缺陷的潜在药物靶点。

Identification of putative drug targets for human sperm-egg interaction defect using protein network approach.

作者信息

Sabetian Soudabeh, Shamsir Mohd Shahir

机构信息

Department of Biosciences and Health Sciences, Faculty of Bioscience and Medical Engineering, Universiti Teknologi Malaysia, Johor, Malaysia.

出版信息

BMC Syst Biol. 2015 Jul 18;9:37. doi: 10.1186/s12918-015-0186-7.

Abstract

BACKGROUND

Sperm-egg interaction defect is a significant cause of in-vitro fertilization failure for infertile cases. Numerous molecular interactions in the form of protein-protein interactions mediate the sperm-egg membrane interaction process. Recent studies have demonstrated that in addition to experimental techniques, computational methods, namely protein interaction network approach, can address protein-protein interactions between human sperm and egg. Up to now, no drugs have been detected to treat sperm-egg interaction disorder, and the initial step in drug discovery research is finding out essential proteins or drug targets for a biological process. The main purpose of this study is to identify putative drug targets for human sperm-egg interaction deficiency and consider if the detected essential proteins are targets for any known drugs using protein-protein interaction network and ingenuity pathway analysis.

RESULTS

We have created human sperm-egg protein interaction networks with high confidence, including 106 nodes and 415 interactions. Through topological analysis of the network with calculation of some metrics, such as connectivity and betweenness centrality, we have identified 13 essential proteins as putative drug targets. The potential drug targets are from integrins, fibronectins, epidermal growth factor receptors, collagens and tetraspanins protein families. We evaluated these targets by ingenuity pathway analysis, and the known drugs for the targets have been detected, and the possible effective role of the drugs on sperm-egg interaction defect has been considered. These results showed that the drugs ocriplasmin (Jetrea©), gefitinib (Iressa©), erlotinib hydrochloride (Tarceva©), clingitide, cetuximab (Erbitux©) and panitumumab (Vectibix©) are possible candidates for efficacy testing for the treatment of sperm-egg interaction deficiency. Further experimental validation can be carried out to confirm these results.

CONCLUSION

We have identified the first potential list of drug targets for human sperm-egg interaction defect using the protein interaction network approach. The essential proteins or potential drug targets were found using topological analysis of the protein network. These putative targets are promising for further experimental validation. These study results, if validated, may develop drug discovery techniques for sperm-egg interaction defect and also improve assisted reproductive technologies to avoid in-vitro fertilization failure.

摘要

背景

精卵相互作用缺陷是导致不育症患者体外受精失败的一个重要原因。众多以蛋白质 - 蛋白质相互作用形式存在的分子相互作用介导了精卵膜相互作用过程。近期研究表明,除了实验技术外,计算方法,即蛋白质相互作用网络方法,能够研究人类精子与卵子之间的蛋白质 - 蛋白质相互作用。到目前为止,尚未发现用于治疗精卵相互作用障碍的药物,而药物研发研究的第一步是找出生物过程中的关键蛋白质或药物靶点。本研究的主要目的是利用蛋白质 - 蛋白质相互作用网络和通路分析来确定人类精卵相互作用缺陷的潜在药物靶点,并考虑所检测到的关键蛋白质是否为任何已知药物的靶点。

结果

我们构建了高可信度的人类精卵蛋白质相互作用网络,其中包括106个节点和415个相互作用。通过对网络进行拓扑分析并计算一些指标,如连通性和介数中心性,我们确定了13种关键蛋白质作为潜在药物靶点。这些潜在药物靶点来自整合素、纤连蛋白、表皮生长因子受体、胶原蛋白和四跨膜蛋白家族。我们通过通路分析对这些靶点进行了评估,检测到了针对这些靶点的已知药物,并考虑了这些药物对精卵相互作用缺陷可能产生的有效作用。这些结果表明,奥克纤溶酶(Jetrea©)、吉非替尼(Iressa©)、盐酸厄洛替尼(Tarceva©)、克林吉肽、西妥昔单抗(Erbitux©)和帕尼单抗(Vectibix©)可能是用于治疗精卵相互作用缺陷疗效测试的候选药物。可进行进一步的实验验证以证实这些结果。

结论

我们利用蛋白质相互作用网络方法确定了人类精卵相互作用缺陷的首个潜在药物靶点清单。通过对蛋白质网络进行拓扑分析找到了关键蛋白质或潜在药物靶点。这些潜在靶点有望进行进一步的实验验证。这些研究结果若得到验证,可能会开发出针对精卵相互作用缺陷的药物研发技术,也有助于改进辅助生殖技术以避免体外受精失败。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/400c/4506605/dee384c346d2/12918_2015_186_Fig1_HTML.jpg

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