DocumentCode
2525626
Title
Parallel Exploration of the Nuclear Chromosome Conformation with NuChart-II
Author
Tordini, Fabio ; Drocco, Maurizio ; Misale, Claudia ; Milanesi, Luciano ; Lio, Pietro ; Merelli, Ivan ; Aldinucci, Marco
Author_Institution
Comput. Sci. Dept., Univ. of Turin, Turin, Italy
fYear
2015
fDate
4-6 March 2015
Firstpage
725
Lastpage
732
Abstract
High-throughput molecular biology techniques are widely used to identify physical interactions between genetic elements located throughout the human genome. Chromosome Conformation Capture (3C) and other related techniques allow to investigate the spatial organisation of chromosomes in the cell´s natural state. Recent results have shown that there is a large correlation between co-localization and co-regulation of genes, but these important information are hampered by the lack of biologists-friendly analysis and visualisation software. In this work we introduce NuChart-II, a tool for Hi-C data analysis that provides a gene-centric view of the chromosomal neighbourhood in a graph-based manner. NuChart-II is an efficient and highly optimized C++ re-implementation of a previous prototype package developed in R. Representing Hi-C data using a graph-based approach overcomes the common view relying on genomic coordinates and permits the use of graph analysis techniques to explore the spatial conformation of a gene neighbourhood.
Keywords
biology computing; data analysis; genomics; graph theory; parallel processing; 3C; C++ re-implementation; Hi-C data analysis; NuChart-II; biologists-friendly analysis; chromosomal neighbourhood; gene neighbourhood; graph analysis techniques; high-throughput molecular biology techniques; nuclear chromosome conformation capture; parallel exploration; visualisation software; Bioinformatics; Biological cells; Computational modeling; Data visualization; Genomics; Parallel processing; Prototypes; Chromosome Conformation Capture; Hi-C data; Neighbourhood Graph; Parallel Computing; Systems Biology;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel, Distributed and Network-Based Processing (PDP), 2015 23rd Euromicro International Conference on
Conference_Location
Turku
ISSN
1066-6192
Type
conf
DOI
10.1109/PDP.2015.104
Filename
7092800
Link To Document