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PMID: 22927803 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Modeling of gap gene expression in Drosophila Kruppel mutants.

PLoS computational biology ·Vol. 8 ·No. 8 ·2012-00-00 ·Pages e1002635

Kozlov K, Surkova S, Myasnikova E, Reinitz J, Samsonova M

Abstract

The segmentation gene network in Drosophila embryo solves the fundamental problem of embryonic patterning: how to establish a periodic pattern of gene expression, which determines both the positions and the identities of body segments. The gap gene network constitutes the first zygotic regulatory tier in this process. Here we have applied the systems-level approach to investigate the regulatory effect of gap gene Kruppel (Kr) on segmentation gene expression. We acquired a large dataset on the expression of gap genes in Kr null mutants and demonstrated that the expression levels of these genes are significantly reduced in the second half of cycle 14A. To explain this novel biological result we applied the gene circuit method which extracts regulatory information from spatial gene expression data. Previous attempts to use this formalism to correctly and quantitatively reproduce gap gene expression in mutants for a trunk gap gene failed, therefore here we constructed a revised model and showed that it correctly reproduces the expression patterns of gap genes in Kr null mutants. We found that the remarkable alteration of gap gene expression patterns in Kr mutants can be explained by the dynamic decrease of activating effect of Cad on a target gene and exclusion of Kr gene from the complex network of gap gene interactions, that makes it possible for other interactions, in particular, between hb and gt, to come into effect. The successful modeling of the quantitative aspects of gap gene expression in mutant for the trunk gap gene Kr is a significant achievement of this work. This result also clearly indicates that the oversimplified representation of transcriptional regulation in the previous models is one of the reasons for unsuccessful attempts of mutant simulations.

MeSH Terms
Animals Drosophila/genetics Drosophila Proteins/genetics Gene Expression Kruppel-Like Transcription Factors/genetics Models, Theoretical Mutation
Chemicals
Drosophila Proteins Kr protein, Drosophila Kruppel-Like Transcription Factors
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Kozlov Konstantin
Department of Computational Biology/Center for Advanced Studies, St. Petersburg State Polytechnical University, St. Petersburg, Russia.
Surkova Svetlana
Myasnikova Ekaterina
Reinitz John
Samsonova Maria
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Article Info
Journal
PLoS computational biology
Abbr.
PLoS Comput Biol
ISSN
1553-7358
Published
2012-00-00
Epub
2012-00-23
Pages
e1002635
Language
English
Region
United States
NLM ID
101238922
PMCID
PMC3426564
Subset
IM
Grants
NIH HHS · R01 OD010936 · United States
NCRR NIH HHS · R01 RR007801 · United States
NCRR NIH HHS · RR07801 · United States
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