Cargando…
Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis
BACKGROUND: Peripheral blood is an accessible and informative source of transcriptomal information for many human disease and pharmacogenomic studies. While there can be significant advantages to analyzing RNA isolated from whole blood, particularly in clinical studies, the preparation of samples fo...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2009
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2649161/ https://www.ncbi.nlm.nih.gov/pubmed/19123946 http://dx.doi.org/10.1186/1471-2164-10-2 |
_version_ | 1782165031976173568 |
---|---|
author | Vartanian, Kristina Slottke, Rachel Johnstone, Timothy Casale, Amanda Planck, Stephen R Choi, Dongseok Smith, Justine R Rosenbaum, James T Harrington, Christina A |
author_facet | Vartanian, Kristina Slottke, Rachel Johnstone, Timothy Casale, Amanda Planck, Stephen R Choi, Dongseok Smith, Justine R Rosenbaum, James T Harrington, Christina A |
author_sort | Vartanian, Kristina |
collection | PubMed |
description | BACKGROUND: Peripheral blood is an accessible and informative source of transcriptomal information for many human disease and pharmacogenomic studies. While there can be significant advantages to analyzing RNA isolated from whole blood, particularly in clinical studies, the preparation of samples for microarray analysis is complicated by the need to minimize artifacts associated with highly abundant globin RNA transcripts. The impact of globin RNA transcripts on expression profiling data can potentially be reduced by using RNA preparation and labeling methods that remove or block globin RNA during the microarray assay. We compared four different methods for preparing microarray hybridization targets from human whole blood collected in PAXGene tubes. Three of the methods utilized the Affymetrix one-cycle cDNA synthesis/in vitro transcription protocol but varied treatment of input RNA as follows: i. no treatment; ii. treatment with GLOBINclear; or iii. treatment with globin PNA oligos. In the fourth method cDNA targets were prepared with the Ovation amplification and labeling system. RESULTS: We find that microarray targets generated with labeling methods that reduce globin mRNA levels or minimize the impact of globin transcripts during hybridization detect more transcripts in the microarray assay compared with the standard Affymetrix method. Comparison of microarray results with quantitative PCR analysis of a panel of genes from the NF-kappa B pathway shows good correlation of transcript measurements produced with all four target preparation methods, although method-specific differences in overall correlation were observed. The impact of freezing blood collected in PAXGene tubes on data reproducibility was also examined. Expression profiles show little or no difference when RNA is extracted from either fresh or frozen blood samples. CONCLUSION: RNA preparation and labeling methods designed to reduce the impact of globin mRNA transcripts can significantly improve the sensitivity of the DNA microarray expression profiling assay for whole blood samples. While blockage of globin transcripts during first strand cDNA synthesis with globin PNAs resulted in the best overall performance in this study, we conclude that selection of a protocol for expression profiling studies in blood should depend on several factors, including implementation requirements of the method and study design. RNA isolated from either freshly collected or frozen blood samples stored in PAXGene tubes can be used without altering gene expression profiles. |
format | Text |
id | pubmed-2649161 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-26491612009-02-28 Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis Vartanian, Kristina Slottke, Rachel Johnstone, Timothy Casale, Amanda Planck, Stephen R Choi, Dongseok Smith, Justine R Rosenbaum, James T Harrington, Christina A BMC Genomics Methodology Article BACKGROUND: Peripheral blood is an accessible and informative source of transcriptomal information for many human disease and pharmacogenomic studies. While there can be significant advantages to analyzing RNA isolated from whole blood, particularly in clinical studies, the preparation of samples for microarray analysis is complicated by the need to minimize artifacts associated with highly abundant globin RNA transcripts. The impact of globin RNA transcripts on expression profiling data can potentially be reduced by using RNA preparation and labeling methods that remove or block globin RNA during the microarray assay. We compared four different methods for preparing microarray hybridization targets from human whole blood collected in PAXGene tubes. Three of the methods utilized the Affymetrix one-cycle cDNA synthesis/in vitro transcription protocol but varied treatment of input RNA as follows: i. no treatment; ii. treatment with GLOBINclear; or iii. treatment with globin PNA oligos. In the fourth method cDNA targets were prepared with the Ovation amplification and labeling system. RESULTS: We find that microarray targets generated with labeling methods that reduce globin mRNA levels or minimize the impact of globin transcripts during hybridization detect more transcripts in the microarray assay compared with the standard Affymetrix method. Comparison of microarray results with quantitative PCR analysis of a panel of genes from the NF-kappa B pathway shows good correlation of transcript measurements produced with all four target preparation methods, although method-specific differences in overall correlation were observed. The impact of freezing blood collected in PAXGene tubes on data reproducibility was also examined. Expression profiles show little or no difference when RNA is extracted from either fresh or frozen blood samples. CONCLUSION: RNA preparation and labeling methods designed to reduce the impact of globin mRNA transcripts can significantly improve the sensitivity of the DNA microarray expression profiling assay for whole blood samples. While blockage of globin transcripts during first strand cDNA synthesis with globin PNAs resulted in the best overall performance in this study, we conclude that selection of a protocol for expression profiling studies in blood should depend on several factors, including implementation requirements of the method and study design. RNA isolated from either freshly collected or frozen blood samples stored in PAXGene tubes can be used without altering gene expression profiles. BioMed Central 2009-01-05 /pmc/articles/PMC2649161/ /pubmed/19123946 http://dx.doi.org/10.1186/1471-2164-10-2 Text en Copyright © 2009 Vartanian 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 | Methodology Article Vartanian, Kristina Slottke, Rachel Johnstone, Timothy Casale, Amanda Planck, Stephen R Choi, Dongseok Smith, Justine R Rosenbaum, James T Harrington, Christina A Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis |
title | Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis |
title_full | Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis |
title_fullStr | Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis |
title_full_unstemmed | Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis |
title_short | Gene expression profiling of whole blood: Comparison of target preparation methods for accurate and reproducible microarray analysis |
title_sort | gene expression profiling of whole blood: comparison of target preparation methods for accurate and reproducible microarray analysis |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2649161/ https://www.ncbi.nlm.nih.gov/pubmed/19123946 http://dx.doi.org/10.1186/1471-2164-10-2 |
work_keys_str_mv | AT vartaniankristina geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT slottkerachel geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT johnstonetimothy geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT casaleamanda geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT planckstephenr geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT choidongseok geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT smithjustiner geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT rosenbaumjamest geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis AT harringtonchristinaa geneexpressionprofilingofwholebloodcomparisonoftargetpreparationmethodsforaccurateandreproduciblemicroarrayanalysis |