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Meta-analysis of primary target genes of peroxisome proliferator-activated receptors

BACKGROUND: Peroxisome proliferator-activated receptors (PPARs) are known for their critical role in the development of diseases, such as obesity, cardiovascular disease, type 2 diabetes and cancer. Here, an in silico screening method is presented, which incorporates experiment- and informatics-deri...

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Detalles Bibliográficos
Autores principales: Heinäniemi, Merja, Uski, J Oskari, Degenhardt, Tatjana, Carlberg, Carsten
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2323243/
https://www.ncbi.nlm.nih.gov/pubmed/17650321
http://dx.doi.org/10.1186/gb-2007-8-7-r147
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author Heinäniemi, Merja
Uski, J Oskari
Degenhardt, Tatjana
Carlberg, Carsten
author_facet Heinäniemi, Merja
Uski, J Oskari
Degenhardt, Tatjana
Carlberg, Carsten
author_sort Heinäniemi, Merja
collection PubMed
description BACKGROUND: Peroxisome proliferator-activated receptors (PPARs) are known for their critical role in the development of diseases, such as obesity, cardiovascular disease, type 2 diabetes and cancer. Here, an in silico screening method is presented, which incorporates experiment- and informatics-derived evidence, such as DNA-binding data of PPAR subtypes to a panel of PPAR response elements (PPREs), PPRE location relative to the transcription start site (TSS) and PPRE conservation across multiple species, for more reliable prediction of PPREs. RESULTS: In vitro binding and in vivo functionality evidence agrees with in silico predictions, validating the approach. The experimental analysis of 30 putative PPREs in eight validated PPAR target genes indicates that each gene contains at least one functional, strong PPRE that occurs without positional bias relative to the TSS. An extended analysis of the cross-species conservation of PPREs reveals limited conservation of PPRE patterns, although PPAR target genes typically contain strong or multiple medium strength PPREs. Human chromosome 19 was screened using this method, with validation of six novel PPAR target genes. CONCLUSION: An in silico screening approach is presented, which allows increased sensitivity of PPAR binding site and target gene detection.
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spelling pubmed-23232432008-04-19 Meta-analysis of primary target genes of peroxisome proliferator-activated receptors Heinäniemi, Merja Uski, J Oskari Degenhardt, Tatjana Carlberg, Carsten Genome Biol Research BACKGROUND: Peroxisome proliferator-activated receptors (PPARs) are known for their critical role in the development of diseases, such as obesity, cardiovascular disease, type 2 diabetes and cancer. Here, an in silico screening method is presented, which incorporates experiment- and informatics-derived evidence, such as DNA-binding data of PPAR subtypes to a panel of PPAR response elements (PPREs), PPRE location relative to the transcription start site (TSS) and PPRE conservation across multiple species, for more reliable prediction of PPREs. RESULTS: In vitro binding and in vivo functionality evidence agrees with in silico predictions, validating the approach. The experimental analysis of 30 putative PPREs in eight validated PPAR target genes indicates that each gene contains at least one functional, strong PPRE that occurs without positional bias relative to the TSS. An extended analysis of the cross-species conservation of PPREs reveals limited conservation of PPRE patterns, although PPAR target genes typically contain strong or multiple medium strength PPREs. Human chromosome 19 was screened using this method, with validation of six novel PPAR target genes. CONCLUSION: An in silico screening approach is presented, which allows increased sensitivity of PPAR binding site and target gene detection. BioMed Central 2007 2007-07-25 /pmc/articles/PMC2323243/ /pubmed/17650321 http://dx.doi.org/10.1186/gb-2007-8-7-r147 Text en Copyright © 2007 Heinäniemi et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Heinäniemi, Merja
Uski, J Oskari
Degenhardt, Tatjana
Carlberg, Carsten
Meta-analysis of primary target genes of peroxisome proliferator-activated receptors
title Meta-analysis of primary target genes of peroxisome proliferator-activated receptors
title_full Meta-analysis of primary target genes of peroxisome proliferator-activated receptors
title_fullStr Meta-analysis of primary target genes of peroxisome proliferator-activated receptors
title_full_unstemmed Meta-analysis of primary target genes of peroxisome proliferator-activated receptors
title_short Meta-analysis of primary target genes of peroxisome proliferator-activated receptors
title_sort meta-analysis of primary target genes of peroxisome proliferator-activated receptors
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2323243/
https://www.ncbi.nlm.nih.gov/pubmed/17650321
http://dx.doi.org/10.1186/gb-2007-8-7-r147
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