The integration of heterogeneous biological data into a common network representation is of paramount importance in different areas of biology and medicine. The size of the generated network in many cases prevents the possibility of its graphical visualization, inspection, and identification of characteristics. In this paper, we present the main features of UNIPred-Web (UNIPred-Web is available at https://unipred.di.unimi.it/), a web application realized to support the user in the integration of several biomolecular networks and for their visualization and navigation at different resolution levels. In particular, the identification and effective visualization of hierarchical communities allow an easy exploration of the entire network, while protein function prediction functionalities support the user in the interpretation process.

Integration and Visual Analysis of Biomolecular Networks Through UNIPred-Web / P. Perlasca, M. Frasca, C.T. Ba, J. Gliozzo, M. Notaro, M. Pennacchioni, G. Valentini, M. Mesiti (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). - In: Current Trends in Web Engineering / [a cura di] G. Agapito, A. Bernasconi, C. Cappiello, H.A. Khattak, I.-Y. Ko, G. Loseto, M. Mrissa, L. Nanni, P. Pinoli, A. Ragone, M. Ruta, F. Scioscia, A. Srivastava. - [s.l] : Springer, 2023. - ISBN 978-3-031-25379-9. - pp. 192-197 (( convegno ICWE 2022 International Workshops, BECS, SWEET and WALS tenutosi a Bari nel 2022 [10.1007/978-3-031-25380-5_15].

Integration and Visual Analysis of Biomolecular Networks Through UNIPred-Web

P. Perlasca
Primo
;
M. Frasca
Secondo
;
C.T. Ba;J. Gliozzo;M. Notaro;G. Valentini
Penultimo
;
M. Mesiti
Ultimo
2023

Abstract

The integration of heterogeneous biological data into a common network representation is of paramount importance in different areas of biology and medicine. The size of the generated network in many cases prevents the possibility of its graphical visualization, inspection, and identification of characteristics. In this paper, we present the main features of UNIPred-Web (UNIPred-Web is available at https://unipred.di.unimi.it/), a web application realized to support the user in the integration of several biomolecular networks and for their visualization and navigation at different resolution levels. In particular, the identification and effective visualization of hierarchical communities allow an easy exploration of the entire network, while protein function prediction functionalities support the user in the interpretation process.
Visualization of biomolecular networks; Web services for protein function; Network integration; Community hierarchy detection
Settore INF/01 - Informatica
2023
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/953412
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