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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...
Autores principales: | , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2007
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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. |
format | Text |
id | pubmed-2323243 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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