Cargando…
Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression
Demand for high quality gene expression data has driven the development of revolutionary microarray technologies. The quality of the data is affected by the performance of the microarray platform as well as how the nucleic acid targets are prepared. The most common method for target nucleic acid pre...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3280296/ https://www.ncbi.nlm.nih.gov/pubmed/22355363 http://dx.doi.org/10.1371/journal.pone.0031397 |
_version_ | 1782223810932506624 |
---|---|
author | Sudo, Hiroko Mizoguchi, Atsuko Kawauchi, Junpei Akiyama, Hideo Takizawa, Satoko |
author_facet | Sudo, Hiroko Mizoguchi, Atsuko Kawauchi, Junpei Akiyama, Hideo Takizawa, Satoko |
author_sort | Sudo, Hiroko |
collection | PubMed |
description | Demand for high quality gene expression data has driven the development of revolutionary microarray technologies. The quality of the data is affected by the performance of the microarray platform as well as how the nucleic acid targets are prepared. The most common method for target nucleic acid preparation includes in vitro transcription amplification of the sample RNA. Although this method requires a small amount of starting material and is reported to have high reproducibility, there are also technical disadvantages such as amplification bias and the long, laborious protocol. Using RNA derived from human brain, breast and colon, we demonstrate that a non-amplification method, which was previously shown to be inferior, could be transformed to a highly quantitative method with a dynamic range of five orders of magnitude. Furthermore, the correlation coefficient calculated by comparing microarray assays using non-amplified samples with qRT-PCR assays was approximately 0.9, a value much higher than when samples were prepared using amplification methods. Our results were also compared with data from various microarray platforms studied in the MicroArray Quality Control (MAQC) project. In combination with micro-columnar 3D-Gene™ microarray, this non-amplification method is applicable to a variety of genetic analyses, including biomarker screening and diagnostic tests for cancer. |
format | Online Article Text |
id | pubmed-3280296 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-32802962012-02-21 Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression Sudo, Hiroko Mizoguchi, Atsuko Kawauchi, Junpei Akiyama, Hideo Takizawa, Satoko PLoS One Research Article Demand for high quality gene expression data has driven the development of revolutionary microarray technologies. The quality of the data is affected by the performance of the microarray platform as well as how the nucleic acid targets are prepared. The most common method for target nucleic acid preparation includes in vitro transcription amplification of the sample RNA. Although this method requires a small amount of starting material and is reported to have high reproducibility, there are also technical disadvantages such as amplification bias and the long, laborious protocol. Using RNA derived from human brain, breast and colon, we demonstrate that a non-amplification method, which was previously shown to be inferior, could be transformed to a highly quantitative method with a dynamic range of five orders of magnitude. Furthermore, the correlation coefficient calculated by comparing microarray assays using non-amplified samples with qRT-PCR assays was approximately 0.9, a value much higher than when samples were prepared using amplification methods. Our results were also compared with data from various microarray platforms studied in the MicroArray Quality Control (MAQC) project. In combination with micro-columnar 3D-Gene™ microarray, this non-amplification method is applicable to a variety of genetic analyses, including biomarker screening and diagnostic tests for cancer. Public Library of Science 2012-02-15 /pmc/articles/PMC3280296/ /pubmed/22355363 http://dx.doi.org/10.1371/journal.pone.0031397 Text en Sudo et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Sudo, Hiroko Mizoguchi, Atsuko Kawauchi, Junpei Akiyama, Hideo Takizawa, Satoko Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression |
title | Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression |
title_full | Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression |
title_fullStr | Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression |
title_full_unstemmed | Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression |
title_short | Use of Non-Amplified RNA Samples for Microarray Analysis of Gene Expression |
title_sort | use of non-amplified rna samples for microarray analysis of gene expression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3280296/ https://www.ncbi.nlm.nih.gov/pubmed/22355363 http://dx.doi.org/10.1371/journal.pone.0031397 |
work_keys_str_mv | AT sudohiroko useofnonamplifiedrnasamplesformicroarrayanalysisofgeneexpression AT mizoguchiatsuko useofnonamplifiedrnasamplesformicroarrayanalysisofgeneexpression AT kawauchijunpei useofnonamplifiedrnasamplesformicroarrayanalysisofgeneexpression AT akiyamahideo useofnonamplifiedrnasamplesformicroarrayanalysisofgeneexpression AT takizawasatoko useofnonamplifiedrnasamplesformicroarrayanalysisofgeneexpression |