Abstract
Immunology produces large amounts of complex and hierarchical data. The overwhelming quantities and complexity of these data present a challenge for immunologists trying to interpret results, extract useful information, and derive new knowledge. Visualization plays an increasingly important role in the process of analyzing and understanding immunological data. We employed two visualization modules - heat map and stack graph, to be embedded in MULTIPRED2, a computational system for antigenic analysis and support of large-scale vaccine studies. We have described two complementary modules that display complex information on antigenic targets from proteins. The heat map enables visualization of large number of HLA variants, their groupings within the supertypes, and identification of antigenic regions within a query protein sequence. The stack graph is an interactive tool that presents predicted immunogenicity of a query protein across multiple HLA supertypes at human population level. The stack graph enables zooming in and out facilitating visualization at desired level of detail. Both visualization tools present a large amount of information in a single graphical display. The goal of visualization tools is to help immunologists and vaccine researchers to gain rapid insight into the data using comprehensive but clear graphic representation and summarization.
| Original language | English |
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| Title of host publication | 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011 |
| Pages | 683-688 |
| Number of pages | 6 |
| DOIs | |
| Publication status | Published - 2011 |
| Externally published | Yes |
| Event | 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011 - Atlanta, GA, United States Duration: 12 Nov 2011 → 15 Nov 2011 |
Publication series
| Name | 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011 |
|---|
Conference
| Conference | 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011 |
|---|---|
| Country/Territory | United States |
| City | Atlanta, GA |
| Period | 12/11/11 → 15/11/11 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
ASJC Scopus subject areas
- Biomedical Engineering
- Health Informatics
- Health Information Management
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