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Re-Annotator: Annotation Pipeline for Microarray Probe Sequences

Microarray technologies are established approaches for high throughput gene expression, methylation and genotyping analysis. An accurate mapping of the array probes is essential to generate reliable biological findings. However, manufacturers of the microarray platforms typically provide incomplete...

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Autores principales: Arloth, Janine, Bader, Daniel M., Röh, Simone, Altmann, Andre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4591122/
https://www.ncbi.nlm.nih.gov/pubmed/26426330
http://dx.doi.org/10.1371/journal.pone.0139516
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author Arloth, Janine
Bader, Daniel M.
Röh, Simone
Altmann, Andre
author_facet Arloth, Janine
Bader, Daniel M.
Röh, Simone
Altmann, Andre
author_sort Arloth, Janine
collection PubMed
description Microarray technologies are established approaches for high throughput gene expression, methylation and genotyping analysis. An accurate mapping of the array probes is essential to generate reliable biological findings. However, manufacturers of the microarray platforms typically provide incomplete and outdated annotation tables, which often rely on older genome and transcriptome versions that differ substantially from up-to-date sequence databases. Here, we present the Re-Annotator, a re-annotation pipeline for microarray probe sequences. It is primarily designed for gene expression microarrays but can also be adapted to other types of microarrays. The Re-Annotator uses a custom-built mRNA reference database to identify the positions of gene expression array probe sequences. We applied Re-Annotator to the Illumina Human-HT12 v4 microarray platform and found that about one quarter (25%) of the probes differed from the manufacturer’s annotation. In further computational experiments on experimental gene expression data, we compared Re-Annotator to another probe re-annotation tool, ReMOAT, and found that Re-Annotator provided an improved re-annotation of microarray probes. A thorough re-annotation of probe information is crucial to any microarray analysis. The Re-Annotator pipeline is freely available at http://sourceforge.net/projects/reannotator along with re-annotated files for Illumina microarrays HumanHT-12 v3/v4 and MouseRef-8 v2.
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spelling pubmed-45911222015-10-09 Re-Annotator: Annotation Pipeline for Microarray Probe Sequences Arloth, Janine Bader, Daniel M. Röh, Simone Altmann, Andre PLoS One Research Article Microarray technologies are established approaches for high throughput gene expression, methylation and genotyping analysis. An accurate mapping of the array probes is essential to generate reliable biological findings. However, manufacturers of the microarray platforms typically provide incomplete and outdated annotation tables, which often rely on older genome and transcriptome versions that differ substantially from up-to-date sequence databases. Here, we present the Re-Annotator, a re-annotation pipeline for microarray probe sequences. It is primarily designed for gene expression microarrays but can also be adapted to other types of microarrays. The Re-Annotator uses a custom-built mRNA reference database to identify the positions of gene expression array probe sequences. We applied Re-Annotator to the Illumina Human-HT12 v4 microarray platform and found that about one quarter (25%) of the probes differed from the manufacturer’s annotation. In further computational experiments on experimental gene expression data, we compared Re-Annotator to another probe re-annotation tool, ReMOAT, and found that Re-Annotator provided an improved re-annotation of microarray probes. A thorough re-annotation of probe information is crucial to any microarray analysis. The Re-Annotator pipeline is freely available at http://sourceforge.net/projects/reannotator along with re-annotated files for Illumina microarrays HumanHT-12 v3/v4 and MouseRef-8 v2. Public Library of Science 2015-10-01 /pmc/articles/PMC4591122/ /pubmed/26426330 http://dx.doi.org/10.1371/journal.pone.0139516 Text en © 2015 Arloth 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
Arloth, Janine
Bader, Daniel M.
Röh, Simone
Altmann, Andre
Re-Annotator: Annotation Pipeline for Microarray Probe Sequences
title Re-Annotator: Annotation Pipeline for Microarray Probe Sequences
title_full Re-Annotator: Annotation Pipeline for Microarray Probe Sequences
title_fullStr Re-Annotator: Annotation Pipeline for Microarray Probe Sequences
title_full_unstemmed Re-Annotator: Annotation Pipeline for Microarray Probe Sequences
title_short Re-Annotator: Annotation Pipeline for Microarray Probe Sequences
title_sort re-annotator: annotation pipeline for microarray probe sequences
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4591122/
https://www.ncbi.nlm.nih.gov/pubmed/26426330
http://dx.doi.org/10.1371/journal.pone.0139516
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