• 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