[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/2147805.2147908acmconferencesArticle/Chapter ViewAbstractPublication PagesbcbConference Proceedingsconference-collections
research-article

PREDmafa: a system for prediction of peptide binding to several MHC class I molecules in cynomolgus macaques

Published: 01 August 2011 Publication History

Abstract

PREDmafa is a computational system for prediction of peptide binding to three transcriptionally abundant major histocompatibility complex (MHC) class I alleles of Mauritian cynomolgus macaque, an important animal model for the study of human disease. The prediction system utilizes quantitative matrices, which were validated using experimentally determined binders and supported by in vivo studies. We developed 8-mer and 9-mer prediction matrices for Mafa-A1*063:02, 9-mer, 10-mer, and 11-mer prediction matrices for Mafa-B*011:01, and a 9-mer prediction matrix for Mafa-B*075:01. To our knowledge, PREDmafa is the first online computational system for predicting peptides that bind Mafa molecules. It is available at http://cvc.dfci.harvard.edu/mafa/.

References

[1]
Brusic V, Bajic VB, Petrovsky N. Computational methods for prediction of T-cell epitopes--a framework for modelling, testing, and applications. Methods. 2004;34(4):436--43.
[2]
Brusic V, Bucci K, Schönbach C, Petrovsky N, Zeleznikow J, Kazura JW. Efficient discovery of immune response targets by cyclical refinement of QSAR models of peptide binding. J Mol Graph Model. 2001;19(5):405--11, 467.
[3]
Budde, M. L., Lhost, J. J., Burwitz, B. J., Becker, E. A., Burns, C. M., O'Connor, S. L., Karl, J. A., Wiseman, R. W., Bimber, B. N., Zhang, G. L., Hildebrand, W., Brusic, V. and O'Connor, D. H. (2011) Transcriptionally Abundant Major Histocompatibility Complex Class I Alleles are Fundamental to Non-Human Primate SIV-specific CD8+ T Cell Responses. J Virol 85, 3250--61.
[4]
Budde, M. L., Wiseman, R. W., Karl, J. A., Hanczaruk, B., Simen, B. B. and O'Connor, D. H. (2010) Characterization of Mauritian cynomolgus macaque major histocompatibility complex class I haplotypes by high-resolution pyrosequencing. Immunogenetics 62, 773--80.
[5]
Falk, K., Rotzschke, O., Stevanovic, S., Jung, G. and Rammensee, H. G. (1991) Allele-specific motifs revealed by sequencing of self-peptides eluted from MHC molecules. Nature 351, 290--6.
[6]
Lawler, S. H., Sussman, R. W. and Taylor, L. L. (1995) Mitochondrial DNA of the Mauritian macaques (Macaca fascicularis): an example of the founder effect. Am J Phys Anthropol 96, 133--41.
[7]
Loffredo, J. T., Valentine, L. E. and Watkins, D. I. (2006) Beyond Mamu-A*01+ Indian Rhesus Macaques: Continued Discovery of New MHC Class I Molecules that Bind Epitopes from the Simian AIDS Viruses. In: B. T. Korber, C. Brander, B. F. Haynes, R. Koup, J. P. Moore, B. D. Walker and D. I. Watkins (Eds), HIV Molecular Immunology 2006/2007, p. 29--51.
[8]
Otting, N., Heijmans, C. M., Noort, R. C., de Groot, N. G., Doxiadis, G. G., van Rood, J. J., Watkins, D. I. and Bontrop, R. E. (2005) Unparalleled complexity of the MHC class I region in rhesus macaques. Proc Natl Acad Sci USA 102, 1626--31.
[9]
Valentine LE, Watkins DI. (2011). Relevance of studying T cell responses in SIV-infected rhesus macaques. Trends Microbiol. 2008 Dec;16(12):605--11.
[10]
Watkins, D. I. (1995) The evolution of major histocompatibility class I genes in primates. Crit Rev Immunol 15, 1--29.
[11]
Yu, K., Petrovsky, N., Schonbach, C., Koh, J. Y. and Brusic, V. (2002) Methods for prediction of peptide binding to MHC molecules: a comparative study. Mol Med 8, 137--48.
[12]
Zhang, G. L., Srinivasan, K. N., Veeramani, A., August, J. T. and Brusic, V. (2005) PREDBALB/c: a system for prediction of peptide binding to the H2d molecules, a haplotype of the BALB/c mouse. Nucleic Acids Res 33, W180 - W183.

Index Terms

  1. PREDmafa: a system for prediction of peptide binding to several MHC class I molecules in cynomolgus macaques

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    BCB '11: Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
    August 2011
    688 pages
    ISBN:9781450307963
    DOI:10.1145/2147805
    • General Chairs:
    • Robert Grossman,
    • Andrey Rzhetsky,
    • Program Chairs:
    • Sun Kim,
    • Wei Wang
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 01 August 2011

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. HIV
    2. MHC
    3. Mauritian cynomolgus macaques
    4. SIV
    5. major histocompatibility complex
    6. online prediction system
    7. vaccine design

    Qualifiers

    • Research-article

    Funding Sources

    Conference

    BCB' 11
    Sponsor:

    Acceptance Rates

    Overall Acceptance Rate 254 of 885 submissions, 29%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 50
      Total Downloads
    • Downloads (Last 12 months)1
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 09 Dec 2024

    Other Metrics

    Citations

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media