Literature DB >> 19407353

Visual exploration of three-dimensional gene expression using physical views and linked abstract views.

Gunther H Weber1, Oliver Rübel, Min-Yu Huang, Angela H DePace, Charless C Fowlkes, Soile V E Keränen, Cris L Luengo Hendriks, Hans Hagen, David W Knowles, Jitendra Malik, Mark D Biggin, Bernd Hamann.   

Abstract

During animal development, complex patterns of gene expression provide positional information within the embryo. To better understand the underlying gene regulatory networks, the Berkeley Drosophila Transcription Network Project (BDTNP) has developed methods that support quantitative computational analysis of three-dimensional (3D) gene expression in early Drosophila embryos at cellular resolution. We introduce PointCloudXplore (PCX), an interactive visualization tool that supports visual exploration of relationships between different genes' expression using a combination of established visualization techniques. Two aspects of gene expression are of particular interest: 1) gene expression patterns defined by the spatial locations of cells expressing a gene and 2) relationships between the expression levels of multiple genes. PCX provides users with two corresponding classes of data views: 1) Physical Views based on the spatial relationships of cells in the embryo and 2) Abstract Views that discard spatial information and plot expression levels of multiple genes with respect to each other. Cell Selectors highlight data associated with subsets of embryo cells within a View. Using linking, these selected cells can be viewed in multiple representations. We describe PCX as a 3D gene expression visualization tool and provide examples of how it has been used by BDTNP biologists to generate new hypotheses.

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Year:  2009        PMID: 19407353      PMCID: PMC3045837          DOI: 10.1109/TCBB.2007.70249

Source DB:  PubMed          Journal:  IEEE/ACM Trans Comput Biol Bioinform        ISSN: 1545-5963            Impact factor:   3.710


  4 in total

1.  Quantitative and predictive model of transcriptional control of the Drosophila melanogaster even skipped gene.

Authors:  Hilde Janssens; Shuling Hou; Johannes Jaeger; Ah-Ram Kim; Ekaterina Myasnikova; David Sharp; John Reinitz
Journal:  Nat Genet       Date:  2006-09-17       Impact factor: 38.330

2.  Functional analysis of eve stripe 2 enhancer evolution in Drosophila: rules governing conservation and change.

Authors:  M Z Ludwig; N H Patel; M Kreitman
Journal:  Development       Date:  1998-03       Impact factor: 6.868

3.  Three-dimensional morphology and gene expression in the Drosophila blastoderm at cellular resolution II: dynamics.

Authors:  Soile V E Keränen; Charless C Fowlkes; Cris L Luengo Hendriks; Damir Sudar; David W Knowles; Jitendra Malik; Mark D Biggin
Journal:  Genome Biol       Date:  2006       Impact factor: 13.583

4.  Three-dimensional morphology and gene expression in the Drosophila blastoderm at cellular resolution I: data acquisition pipeline.

Authors:  Cris L Luengo Hendriks; Soile V E Keränen; Charless C Fowlkes; Lisa Simirenko; Gunther H Weber; Angela H DePace; Clara Henriquez; David W Kaszuba; Bernd Hamann; Michael B Eisen; Jitendra Malik; Damir Sudar; Mark D Biggin; David W Knowles
Journal:  Genome Biol       Date:  2006       Impact factor: 13.583

  4 in total
  9 in total

1.  Plasticity in patterns of histone modifications and chromosomal proteins in Drosophila heterochromatin.

Authors:  Nicole C Riddle; Aki Minoda; Peter V Kharchenko; Artyom A Alekseyenko; Yuri B Schwartz; Michael Y Tolstorukov; Andrey A Gorchakov; Jacob D Jaffe; Cameron Kennedy; Daniela Linder-Basso; Sally E Peach; Gregory Shanower; Haiyan Zheng; Mitzi I Kuroda; Vincenzo Pirrotta; Peter J Park; Sarah C R Elgin; Gary H Karpen
Journal:  Genome Res       Date:  2010-12-22       Impact factor: 9.043

2.  Three-dimensional morphology and gene expression mapping for the Drosophila blastoderm.

Authors:  David W Knowles
Journal:  Cold Spring Harb Protoc       Date:  2012-02-01

Review 3.  Building quantitative, three-dimensional atlases of gene expression and morphology at cellular resolution.

Authors:  David W Knowles; Mark D Biggin
Journal:  Wiley Interdiscip Rev Dev Biol       Date:  2013-02-04       Impact factor: 5.814

Review 4.  Visualization of omics data for systems biology.

Authors:  Nils Gehlenborg; Seán I O'Donoghue; Nitin S Baliga; Alexander Goesmann; Matthew A Hibbs; Hiroaki Kitano; Oliver Kohlbacher; Heiko Neuweger; Reinhard Schneider; Dan Tenenbaum; Anne-Claude Gavin
Journal:  Nat Methods       Date:  2010-03       Impact factor: 28.547

5.  Coupling visualization and data analysis for knowledge discovery from multi-dimensional scientific data.

Authors:  Oliver Rübel; Sean Ahern; E Wes Bethel; Mark D Biggin; Hank Childs; Estelle Cormier-Michel; Angela Depace; Michael B Eisen; Charless C Fowlkes; Cameron G R Geddes; Hans Hagen; Bernd Hamann; Min-Yu Huang; Soile V E Keränen; David W Knowles; Cris L Luengo Hendriks; Jitendra Malik; Jeremy Meredith; Peter Messmer; Daniela Ushizima; Gunther H Weber; Kesheng Wu
Journal:  Procedia Comput Sci       Date:  2010-05

6.  Learning sparse representations for fruit-fly gene expression pattern image annotation and retrieval.

Authors:  Lei Yuan; Alexander Woodard; Shuiwang Ji; Yuan Jiang; Zhi-Hua Zhou; Sudhir Kumar; Jieping Ye
Journal:  BMC Bioinformatics       Date:  2012-05-23       Impact factor: 3.169

7.  Interactive processing and visualization of image data for biomedical and life science applications.

Authors:  Oliver G Staadt; Vijay Natarajan; Gunther H Weber; David F Wiley; Bernd Hamann
Journal:  BMC Cell Biol       Date:  2007-07-10       Impact factor: 4.241

Review 8.  Visualizing genome and systems biology: technologies, tools, implementation techniques and trends, past, present and future.

Authors:  Georgios A Pavlopoulos; Dimitris Malliarakis; Nikolas Papanikolaou; Theodosis Theodosiou; Anton J Enright; Ioannis Iliopoulos
Journal:  Gigascience       Date:  2015-08-25       Impact factor: 6.524

9.  Image-level and group-level models for Drosophila gene expression pattern annotation.

Authors:  Qian Sun; Sherin Muckatira; Lei Yuan; Shuiwang Ji; Stuart Newfeld; Sudhir Kumar; Jieping Ye
Journal:  BMC Bioinformatics       Date:  2013-12-03       Impact factor: 3.169

  9 in total

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