AL KHALAF RUBA | Cycle: XXXVI |
Section: Computer Science and Engineering
Advisor: CERI STEFANO
Tutor: CAPPIELLO CINZIA
Major Research topic:
Developing methods and tools for biological data analysis
Abstract:
With the enormous amount of biological data, the development of methods and tools to facilitate its collection, management and analysis becomes necessary. Among biological sources of huge interest, I have specialized on SARS-CoV-2 viral sequences which are produced daily. ViruSurf is the globally largest database of curated viral sequences and variants, integrated from deposition repositories COG-UK, GenBank, and GISAID, hosted at Politecnico di Milano. Different tools are being created dedicated to this project: ;
- ;
- CoV2K is a manually curated knowledge base providing a structured set of information about SARS-CoV-2 variants, extracted from the scientific literature; it features a taxonomy of variant impacts, organized according to three main categories (protein dynamics and kinetics, epidemiology, and immunology) and including levels for these effects (higher, lower, null) resulting from a coherent interpretation of research articles. CoV2K integration with ViruSurf allows the variants documented in CoV2K to be statistically analyzed and searched over large volumes of nucleotide and amino acid sequences. ;
- EpiSurf is a Web application for selecting viral populations of interest using specific viral meta-information following user-defined queries and analyzing how their amino acid changes are distributed inside the epitopes ranges, where epitopes are specific segments of the SARS-CoV-2 sequences with high affinity to antibodies, used in vaccines and for COVID-19 disease testing. EpiSurf supports user-friendly analyses of epitope conservancy within selected populations of interest, which can be relevant for designing vaccines, drugs, and serological assays. ;
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