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Impact of RNA degradation on gene expression profiling

BACKGROUND: Gene expression profiling is a highly sensitive technique which is used for profiling tumor samples for medical prognosis. RNA quality and degradation influence the analysis results of gene expression profiles. The impact of this influence on the profiles and its medical impact is not fu...

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Autores principales: Opitz, Lennart, Salinas-Riester, Gabriela, Grade, Marian, Jung, Klaus, Jo, Peter, Emons, Georg, Ghadimi, B Michael, Beißbarth, Tim, Gaedcke, Jochen
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2927474/
https://www.ncbi.nlm.nih.gov/pubmed/20696062
http://dx.doi.org/10.1186/1755-8794-3-36
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author Opitz, Lennart
Salinas-Riester, Gabriela
Grade, Marian
Jung, Klaus
Jo, Peter
Emons, Georg
Ghadimi, B Michael
Beißbarth, Tim
Gaedcke, Jochen
author_facet Opitz, Lennart
Salinas-Riester, Gabriela
Grade, Marian
Jung, Klaus
Jo, Peter
Emons, Georg
Ghadimi, B Michael
Beißbarth, Tim
Gaedcke, Jochen
author_sort Opitz, Lennart
collection PubMed
description BACKGROUND: Gene expression profiling is a highly sensitive technique which is used for profiling tumor samples for medical prognosis. RNA quality and degradation influence the analysis results of gene expression profiles. The impact of this influence on the profiles and its medical impact is not fully understood. As patient samples are very valuable for clinical studies, it is necessary to establish criteria for the RNA quality to be able to use these samples in later analysis. METHODS: To investigate the effects of RNA integrity on gene expression profiling, whole genome expression arrays were used. We used tumor biopsies from patients diagnosed with locally advanced rectal cancer. To simulate degradation, the isolated total RNA of all patients was subjected to heat-induced degradation in a time-dependent manner. Expression profiling was then performed and data were analyzed bioinformatically to assess the differences. RESULTS: The differences introduced by RNA degradation were largely outweighed by the biological differences between the patients. Only a relatively small number of probes (275 out of 41,000) show a significant effect due to degradation. The genes that show the strongest effect due to RNA degradation were, especially, those with short mRNAs and probe positions near the 5' end. CONCLUSIONS: Degraded RNA from tumor samples (RIN > 5) can still be used to perform gene expression analysis. A much higher biological variance between patients is observed compared to the effect that is imposed by degradation of RNA. Nevertheless there are genes, very short ones and those with the probe binding side close to the 5' end that should be excluded from gene expression analysis when working with degraded RNA. These results are limited to the Agilent 44 k microarray platform and should be carefully interpreted when transferring to other settings.
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spelling pubmed-29274742010-08-25 Impact of RNA degradation on gene expression profiling Opitz, Lennart Salinas-Riester, Gabriela Grade, Marian Jung, Klaus Jo, Peter Emons, Georg Ghadimi, B Michael Beißbarth, Tim Gaedcke, Jochen BMC Med Genomics Research Article BACKGROUND: Gene expression profiling is a highly sensitive technique which is used for profiling tumor samples for medical prognosis. RNA quality and degradation influence the analysis results of gene expression profiles. The impact of this influence on the profiles and its medical impact is not fully understood. As patient samples are very valuable for clinical studies, it is necessary to establish criteria for the RNA quality to be able to use these samples in later analysis. METHODS: To investigate the effects of RNA integrity on gene expression profiling, whole genome expression arrays were used. We used tumor biopsies from patients diagnosed with locally advanced rectal cancer. To simulate degradation, the isolated total RNA of all patients was subjected to heat-induced degradation in a time-dependent manner. Expression profiling was then performed and data were analyzed bioinformatically to assess the differences. RESULTS: The differences introduced by RNA degradation were largely outweighed by the biological differences between the patients. Only a relatively small number of probes (275 out of 41,000) show a significant effect due to degradation. The genes that show the strongest effect due to RNA degradation were, especially, those with short mRNAs and probe positions near the 5' end. CONCLUSIONS: Degraded RNA from tumor samples (RIN > 5) can still be used to perform gene expression analysis. A much higher biological variance between patients is observed compared to the effect that is imposed by degradation of RNA. Nevertheless there are genes, very short ones and those with the probe binding side close to the 5' end that should be excluded from gene expression analysis when working with degraded RNA. These results are limited to the Agilent 44 k microarray platform and should be carefully interpreted when transferring to other settings. BioMed Central 2010-08-09 /pmc/articles/PMC2927474/ /pubmed/20696062 http://dx.doi.org/10.1186/1755-8794-3-36 Text en Copyright ©2010 Opitz 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 Article
Opitz, Lennart
Salinas-Riester, Gabriela
Grade, Marian
Jung, Klaus
Jo, Peter
Emons, Georg
Ghadimi, B Michael
Beißbarth, Tim
Gaedcke, Jochen
Impact of RNA degradation on gene expression profiling
title Impact of RNA degradation on gene expression profiling
title_full Impact of RNA degradation on gene expression profiling
title_fullStr Impact of RNA degradation on gene expression profiling
title_full_unstemmed Impact of RNA degradation on gene expression profiling
title_short Impact of RNA degradation on gene expression profiling
title_sort impact of rna degradation on gene expression profiling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2927474/
https://www.ncbi.nlm.nih.gov/pubmed/20696062
http://dx.doi.org/10.1186/1755-8794-3-36
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