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Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA

BACKGROUND: Transcriptome analysis is of great interest in clinical research, where significant differences between individuals can be translated into biomarkers of disease. Although next generation sequencing provides robust, comparable and highly informative expression profiling data, with several...

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Autores principales: Mastrokolias, Anastasios, den Dunnen, Johan T, van Ommen, GertJan B, 't Hoen, Peter AC, van Roon-Mom, Willeke MC
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3275489/
https://www.ncbi.nlm.nih.gov/pubmed/22257641
http://dx.doi.org/10.1186/1471-2164-13-28
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author Mastrokolias, Anastasios
den Dunnen, Johan T
van Ommen, GertJan B
't Hoen, Peter AC
van Roon-Mom, Willeke MC
author_facet Mastrokolias, Anastasios
den Dunnen, Johan T
van Ommen, GertJan B
't Hoen, Peter AC
van Roon-Mom, Willeke MC
author_sort Mastrokolias, Anastasios
collection PubMed
description BACKGROUND: Transcriptome analysis is of great interest in clinical research, where significant differences between individuals can be translated into biomarkers of disease. Although next generation sequencing provides robust, comparable and highly informative expression profiling data, with several million of tags per blood sample, reticulocyte globin transcripts can constitute up to 76% of total mRNA compromising the detection of low abundant transcripts. We have removed globin transcripts from 6 human whole blood RNA samples with a human globin reduction kit and compared them with the same non-reduced samples using deep Serial Analysis of Gene Expression. RESULTS: Globin tags comprised 52-76% of total tags in our samples. Out of 21,633 genes only 87 genes were detected at significantly lower levels in the globin reduced samples. In contrast, 11,338 genes were detected at significantly higher levels in the globin reduced samples. Removing globin transcripts allowed us to also identify 2112 genes that could not be detected in the non-globin reduced samples, with roles in cell surface receptor signal transduction, G-protein coupled receptor protein signalling pathways and neurological processes. CONCLUSIONS: The reduction of globin transcripts in whole blood samples constitutes a reproducible and reliable method that can enrich data obtained from next generation sequencing-based expression profiling.
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spelling pubmed-32754892012-02-09 Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA Mastrokolias, Anastasios den Dunnen, Johan T van Ommen, GertJan B 't Hoen, Peter AC van Roon-Mom, Willeke MC BMC Genomics Research Article BACKGROUND: Transcriptome analysis is of great interest in clinical research, where significant differences between individuals can be translated into biomarkers of disease. Although next generation sequencing provides robust, comparable and highly informative expression profiling data, with several million of tags per blood sample, reticulocyte globin transcripts can constitute up to 76% of total mRNA compromising the detection of low abundant transcripts. We have removed globin transcripts from 6 human whole blood RNA samples with a human globin reduction kit and compared them with the same non-reduced samples using deep Serial Analysis of Gene Expression. RESULTS: Globin tags comprised 52-76% of total tags in our samples. Out of 21,633 genes only 87 genes were detected at significantly lower levels in the globin reduced samples. In contrast, 11,338 genes were detected at significantly higher levels in the globin reduced samples. Removing globin transcripts allowed us to also identify 2112 genes that could not be detected in the non-globin reduced samples, with roles in cell surface receptor signal transduction, G-protein coupled receptor protein signalling pathways and neurological processes. CONCLUSIONS: The reduction of globin transcripts in whole blood samples constitutes a reproducible and reliable method that can enrich data obtained from next generation sequencing-based expression profiling. BioMed Central 2012-01-18 /pmc/articles/PMC3275489/ /pubmed/22257641 http://dx.doi.org/10.1186/1471-2164-13-28 Text en Copyright ©2012 Mastrokolias 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
Mastrokolias, Anastasios
den Dunnen, Johan T
van Ommen, GertJan B
't Hoen, Peter AC
van Roon-Mom, Willeke MC
Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
title Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
title_full Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
title_fullStr Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
title_full_unstemmed Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
title_short Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA
title_sort increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood rna
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3275489/
https://www.ncbi.nlm.nih.gov/pubmed/22257641
http://dx.doi.org/10.1186/1471-2164-13-28
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