1. Predictions of novel Schistosoma mansoni - human protein interactions consistent with experimental data
- Author
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Javona White Bear, Thavy Long, Danielle E. Skinner, James H. McKerrow, University of California, MIT Lincoln Laboratory, Massachusetts Institute of Technology (MIT), Innovations Thérapeutiques et Résistances (InTheRes), Institut National de la Recherche Agronomique (INRA)-Ecole Nationale Vétérinaire de Toulouse (ENVT), Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées, Skaggs School of Pharmacy and Pharmaceutical Sciences, and National Institute of General Medical Sciences (NIGMS) of the National Institutes of Health Bioinformatics Training Grant : T32 GM 067547
- Subjects
0301 basic medicine ,Models, Molecular ,030231 tropical medicine ,lcsh:Medicine ,CD59 Antigens ,Computational biology ,CD59 ,Article ,Protein–protein interaction ,Substrate Specificity ,03 medical and health sciences ,0302 clinical medicine ,Antigen ,Protein Interaction Mapping ,Biologie animale ,parasitic diseases ,Animals ,Humans ,Cercaria ,lcsh:Science ,Schistosoma ,Serine protease ,Animal biology ,Life Cycle Stages ,Vaccines ,Multidisciplinary ,biology ,Mesocricetus ,Pancreatic Elastase ,[SDV.BA]Life Sciences [q-bio]/Animal biology ,lcsh:R ,Helminth Proteins ,Schistosoma mansoni ,biology.organism_classification ,Schistosomiasis mansoni ,3. Good health ,030104 developmental biology ,Antigens, Helminth ,biology.protein ,lcsh:Q ,Complement membrane attack complex ,Elafin - 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.
- Published
- 2018
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