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预测新的曼氏血吸虫-人类蛋白相互作用与实验数据一致。

Predictions of novel Schistosoma mansoni - human protein interactions consistent with experimental data.

机构信息

Department of Bioengineering and Therapeutic Sciences, Department of Pharmaceutical Chemistry, and California Institute for Quantitative Biosciences, University of California, San Francisco, CA, 94158, USA.

Graduate Group in Bioinformatics, University of California, San Francisco, CA, 94158, USA.

出版信息

Sci Rep. 2018 Aug 30;8(1):13092. doi: 10.1038/s41598-018-31272-1.

Abstract

Infection by the human blood fluke, Schistosoma mansoni involves a variety of cross-species protein- protein interactions. The pathogen expresses a diverse arsenal of proteins that facilitate the breach of physical and biochemical barriers present in skin evasion of the immune system, and digestion of human plasma proteins including albumin and hemoglobin, allowing schistosomes to reside in the host for years. However, only a small number of specific interactions between S. mansoni and human proteins have been identified. We present and apply a protocol that generates testable predictions of S. mansoni-human protein interactions. In this study, we have preliminary predictions of novel interactions between schistosome and human proteins relevant to infection and the ability of the parasite to evade the immune system. We applied a computational whole-genome comparative approach to predict potential S. mansoni-human protein interactions based on similarity to known protein complexes. We first predict S. mansoni -human protein interactions based on similarity to known protein complexes. Putative interactions were then scored and assessed using several contextual filters, including the use of annotation automatically derived from literature using a simple natural language processing methodology. Next, in vitro experiments were carried out between schistosome and host proteins to validate several prospective predictions. Our method predicted 7 out of the 10 previously known cross-species interactions involved in pathogenesis between S. mansoni and its human host. Interestingly, two novel putative interactions involving Schistosoma proteins, the cercarial elastase SmCE, and the adult tegument surface protein Sm29, were also predicted and experimentally characterized. Preliminary data suggest that elafin, a host endogenous serine protease inhibitor, may be a novel substrate for SmCE. Additionally, CD59, an inhibitor of the membrane attack complex, could interact with Sm29. Furthermore, the application framework provides an integrated methodology for investigation of host-pathogen interactions and an extensive source of orthogonal data for experimental analysis. We have made the predictions available for community perusal.

摘要

曼氏血吸虫感染涉及多种跨物种蛋白质-蛋白质相互作用。病原体表达了多种武器库的蛋白质,这些蛋白质有助于突破皮肤逃避免疫系统和消化人类血浆蛋白(包括白蛋白和血红蛋白)的物理和生化屏障,使血吸虫能够在宿主体内存活多年。然而,只有少数特定的曼氏血吸虫和人类蛋白质之间的相互作用被确定。我们提出并应用了一种方案,可以生成曼氏血吸虫与人类蛋白质相互作用的可测试预测。在这项研究中,我们对血吸虫和人类蛋白质之间与感染和寄生虫逃避免疫系统的能力相关的新相互作用有初步的预测。我们应用了一种基于全基因组比较的计算方法,根据与已知蛋白质复合物的相似性来预测潜在的曼氏血吸虫-人类蛋白质相互作用。我们首先根据与已知蛋白质复合物的相似性来预测曼氏血吸虫-人类蛋白质相互作用。然后使用几种上下文过滤器对假定的相互作用进行评分和评估,包括使用简单的自然语言处理方法从文献中自动推导的注释。接下来,在血吸虫和宿主蛋白之间进行了体外实验,以验证几个有前途的预测。我们的方法预测了 10 个以前已知的曼氏血吸虫与人类宿主之间与发病机制相关的跨物种相互作用中的 7 个。有趣的是,还预测并实验表征了两个涉及血吸虫蛋白的新假定相互作用,即尾蚴弹性蛋白酶 SmCE 和成虫体被表面蛋白 Sm29。初步数据表明,宿主内源性丝氨酸蛋白酶抑制剂 elafin 可能是 SmCE 的一个新底物。此外,膜攻击复合物抑制剂 CD59 可能与 Sm29 相互作用。此外,该应用框架为宿主-病原体相互作用的研究提供了一个综合的方法,并为实验分析提供了广泛的正交数据来源。我们已经将预测结果提供给社区查阅。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e04/6117258/913a2d461fae/41598_2018_31272_Fig1_HTML.jpg

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