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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...

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Detalles Bibliográficos
Autores principales: Sudo, Hiroko, Mizoguchi, Atsuko, Kawauchi, Junpei, Akiyama, Hideo, Takizawa, Satoko
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
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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.
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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
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