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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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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. |
format | Online Article Text |
id | pubmed-3275489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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