Source:http://linkedlifedata.com/resource/pubmed/id/17907680
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Predicate | Object |
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rdf:type | |
lifeskim:mentions | |
pubmed:issue |
5
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pubmed:dateCreated |
2007-10-2
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pubmed:abstractText |
Genes interact with each other in complex networks that enable the processing of information and the metabolism of nutrients inside the cell. A novel inference algorithm based on linear ordinary differential equations is proposed. The algorithm can infer the local network of gene-gene interactions surrounding a gene of interest from time-series gene expression profiles. The performance of the algorithm has been tested on in silico simulated gene expression data and on a nine gene subnetwork part of the DNA-damage response pathway (SOS pathway) in the bacteria Escherichia coli. This approach can infer regulatory interactions even when only a small number of measurements is available.
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pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:chemical | |
pubmed:status |
MEDLINE
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pubmed:month |
Sep
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pubmed:issn |
1751-8849
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pubmed:author | |
pubmed:issnType |
Print
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pubmed:volume |
1
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
306-12
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pubmed:meshHeading |
pubmed-meshheading:17907680-Computer Simulation,
pubmed-meshheading:17907680-Escherichia coli,
pubmed-meshheading:17907680-Escherichia coli Proteins,
pubmed-meshheading:17907680-Gene Expression Profiling,
pubmed-meshheading:17907680-Models, Biological,
pubmed-meshheading:17907680-Oligonucleotide Array Sequence Analysis,
pubmed-meshheading:17907680-SOS Response (Genetics),
pubmed-meshheading:17907680-Signal Transduction,
pubmed-meshheading:17907680-Time Factors
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pubmed:year |
2007
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pubmed:articleTitle |
Inference of gene networks from temporal gene expression profiles.
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pubmed:affiliation |
Telethon Institute of Genetics and Medicine, Via P. Castellino 111, Naples 80131, Italy. bansal@tigem.it
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pubmed:publicationType |
Journal Article,
Research Support, Non-U.S. Gov't
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