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Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay

BACKGROUND: Microarray-based gene expression analysis of peripheral whole blood is a common strategy in the development of clinically relevant biomarker panels for a variety of human diseases. However, the results of such an analysis are often plagued by decreased sensitivity and reliability due to...

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Autores principales: Winn, Mary E, Shaw, Marian, April, Craig, Klotzle, Brandy, Fan, Jian-Bing, Murray, Sarah S, Schork, Nicholas J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175478/
https://www.ncbi.nlm.nih.gov/pubmed/21843359
http://dx.doi.org/10.1186/1471-2164-12-412
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author Winn, Mary E
Shaw, Marian
April, Craig
Klotzle, Brandy
Fan, Jian-Bing
Murray, Sarah S
Schork, Nicholas J
author_facet Winn, Mary E
Shaw, Marian
April, Craig
Klotzle, Brandy
Fan, Jian-Bing
Murray, Sarah S
Schork, Nicholas J
author_sort Winn, Mary E
collection PubMed
description BACKGROUND: Microarray-based gene expression analysis of peripheral whole blood is a common strategy in the development of clinically relevant biomarker panels for a variety of human diseases. However, the results of such an analysis are often plagued by decreased sensitivity and reliability due to the effects of relatively high levels of globin mRNA in whole blood. Globin reduction assays have been shown to overcome such effects, but they require large amounts of total RNA and may induce distinct gene expression profiles. The Illumina whole genome DASL assay can detect gene expression levels using partially degraded RNA samples and has the potential to detect rare transcripts present in highly heterogeneous whole blood samples without the need for globin reduction. We assessed the utility of the whole genome DASL assay in an analysis of peripheral whole blood gene expression profiles. RESULTS: We find that gene expression detection is significantly increased with the use of whole genome DASL compared to the standard IVT-based direct hybridization. Additionally, globin-probe negative whole genome DASL did not exhibit significant improvements over globin-probe positive whole genome DASL. Globin reduction further increases the detection sensitivity and reliability of both whole genome DASL and IVT-based direct hybridization with little effect on raw intensity correlations. Raw intensity correlations between total RNA and globin reduced RNA were 0.955 for IVT-based direct hybridization and 0.979 for whole genome DASL. CONCLUSIONS: Overall, the detection sensitivity of the whole genome DASL assay is higher than the IVT-based direct hybridization assay, with or without globin reduction, and should be considered in conjunction with globin reduction methods for future blood-based gene expression studies.
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spelling pubmed-31754782011-09-19 Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay Winn, Mary E Shaw, Marian April, Craig Klotzle, Brandy Fan, Jian-Bing Murray, Sarah S Schork, Nicholas J BMC Genomics Research Article BACKGROUND: Microarray-based gene expression analysis of peripheral whole blood is a common strategy in the development of clinically relevant biomarker panels for a variety of human diseases. However, the results of such an analysis are often plagued by decreased sensitivity and reliability due to the effects of relatively high levels of globin mRNA in whole blood. Globin reduction assays have been shown to overcome such effects, but they require large amounts of total RNA and may induce distinct gene expression profiles. The Illumina whole genome DASL assay can detect gene expression levels using partially degraded RNA samples and has the potential to detect rare transcripts present in highly heterogeneous whole blood samples without the need for globin reduction. We assessed the utility of the whole genome DASL assay in an analysis of peripheral whole blood gene expression profiles. RESULTS: We find that gene expression detection is significantly increased with the use of whole genome DASL compared to the standard IVT-based direct hybridization. Additionally, globin-probe negative whole genome DASL did not exhibit significant improvements over globin-probe positive whole genome DASL. Globin reduction further increases the detection sensitivity and reliability of both whole genome DASL and IVT-based direct hybridization with little effect on raw intensity correlations. Raw intensity correlations between total RNA and globin reduced RNA were 0.955 for IVT-based direct hybridization and 0.979 for whole genome DASL. CONCLUSIONS: Overall, the detection sensitivity of the whole genome DASL assay is higher than the IVT-based direct hybridization assay, with or without globin reduction, and should be considered in conjunction with globin reduction methods for future blood-based gene expression studies. BioMed Central 2011-08-15 /pmc/articles/PMC3175478/ /pubmed/21843359 http://dx.doi.org/10.1186/1471-2164-12-412 Text en Copyright ©2011 Winn 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
Winn, Mary E
Shaw, Marian
April, Craig
Klotzle, Brandy
Fan, Jian-Bing
Murray, Sarah S
Schork, Nicholas J
Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay
title Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay
title_full Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay
title_fullStr Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay
title_full_unstemmed Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay
title_short Gene expression profiling of human whole blood samples with the Illumina WG-DASL assay
title_sort gene expression profiling of human whole blood samples with the illumina wg-dasl assay
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175478/
https://www.ncbi.nlm.nih.gov/pubmed/21843359
http://dx.doi.org/10.1186/1471-2164-12-412
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