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SegAnnDB: interactive Web-based genomic segmentation

Motivation: DNA copy number profiles characterize regions of chromosome gains, losses and breakpoints in tumor genomes. Although many models have been proposed to detect these alterations, it is not clear which model is appropriate before visual inspection the signal, noise and models for a particul...

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Detalles Bibliográficos
Autores principales: Hocking, Toby D., Boeva, Valentina, Rigaill, Guillem, Schleiermacher, Gudrun, Janoueix-Lerosey, Isabelle, Delattre, Olivier, Richer, Wilfrid, Bourdeaut, Franck, Suguro, Miyuki, Seto, Masao, Bach, Francis, Vert, Jean-Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4029035/
https://www.ncbi.nlm.nih.gov/pubmed/24493034
http://dx.doi.org/10.1093/bioinformatics/btu072
Descripción
Sumario:Motivation: DNA copy number profiles characterize regions of chromosome gains, losses and breakpoints in tumor genomes. Although many models have been proposed to detect these alterations, it is not clear which model is appropriate before visual inspection the signal, noise and models for a particular profile. Results: We propose SegAnnDB, a Web-based computer vision system for genomic segmentation: first, visually inspect the profiles and manually annotate altered regions, then SegAnnDB determines the precise alteration locations using a mathematical model of the data and annotations. SegAnnDB facilitates collaboration between biologists and bioinformaticians, and uses the University of California, Santa Cruz genome browser to visualize copy number alterations alongside known genes. Availability and implementation: The breakpoints project on INRIA GForge hosts the source code, an Amazon Machine Image can be launched and a demonstration Web site is http://bioviz.rocq.inria.fr. Contact: toby@sg.cs.titech.ac.jp Supplementary information: Supplementary data are available at Bioinformatics online.