Literature DB >> 22692885

Assembling models of embryo development: image analysis and the construction of digital atlases.

Carlos Castro-González1, María J Ledesma-Carbayo, Nadine Peyriéras, Andrés Santos.   

Abstract

Digital atlases of animal development provide a quantitative description of morphogenesis, opening the path toward processes modeling. Prototypic atlases offer a data integration framework where to gather information from cohorts of individuals with phenotypic variability. Relevant information for further theoretical reconstruction includes measurements in time and space for cell behaviors and gene expression. The latter as well as data integration in a prototypic model, rely on image processing strategies. Developing the tools to integrate and analyze biological multidimensional data are highly relevant for assessing chemical toxicity or performing drugs preclinical testing. This article surveys some of the most prominent efforts to assemble these prototypes, categorizes them according to salient criteria and discusses the key questions in the field and the future challenges toward the reconstruction of multiscale dynamics in model organisms.
Copyright © 2012 Wiley Periodicals, Inc.

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Year:  2012        PMID: 22692885     DOI: 10.1002/bdrc.21012

Source DB:  PubMed          Journal:  Birth Defects Res C Embryo Today        ISSN: 1542-975X


  2 in total

1.  Shaped 3D singular spectrum analysis for quantifying gene expression, with application to the early zebrafish embryo.

Authors:  Alex Shlemov; Nina Golyandina; David Holloway; Alexander Spirov
Journal:  Biomed Res Int       Date:  2015-10-01       Impact factor: 3.411

2.  A digital framework to build, visualize and analyze a gene expression atlas with cellular resolution in zebrafish early embryogenesis.

Authors:  Carlos Castro-González; Miguel A Luengo-Oroz; Louise Duloquin; Thierry Savy; Barbara Rizzi; Sophie Desnoulez; René Doursat; Yannick L Kergosien; María J Ledesma-Carbayo; Paul Bourgine; Nadine Peyriéras; Andrés Santos
Journal:  PLoS Comput Biol       Date:  2014-06-19       Impact factor: 4.475

  2 in total

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