DocumentCode
2742718
Title
Epitope Screening and Cell Cooperation in the Immune Response
Author
Castiglione, F. ; Bernaschi, M.
Author_Institution
Inst. for Comput. Applic. (IAC), Nat. Res. Council of Italy (CNR), Rome, Italy
fYear
2011
fDate
25-27 Jan. 2011
Firstpage
127
Lastpage
132
Abstract
We present a combination of techniques of systems biology and immunoinformatics to simulate the immune response. Amino acid sequences representing molecular binding sites and bioinformatics based predictions of T and B cell epitopes become components of an agent-based simulator. To determine the immunogenic parts of the invading antigen, we resort to existing prediction methods together with a method, which uses Miyazawa and Jernigan protein-protein potential measurements, for assessing molecular binding. A classical immunization experiment is used as benchmark of the resulting model. We also reproduce the affinity maturation phenomena by the emergence of one or more dominating clones of lymphocytes in the situation of chronic exposure to the immunogenic molecule. These results show that the simulator produces a dynamics that is stable and consistent with basic immunological knowledge.
Keywords
bioinformatics; molecular biophysics; proteins; Amino acid sequence; affinity maturation phenomena; agent based simulator; antigen invasion; bioinformatics technology; cell cooperation; chronic exposure; epitope screening; immune response; immunogenic molecule; immunoinformatics technology; lymphocyte clone; molecular binding; protein protein potential measurement; system biology; Amino acids; Biological system modeling; Cloning; Computational modeling; Immune system; Peptides; Proteins; biology; biomedical computing; cellular automata; epitope prediction; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems, Modelling and Simulation (ISMS), 2011 Second International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4244-9809-3
Type
conf
DOI
10.1109/ISMS.2011.30
Filename
5730333
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