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Improved precision and accuracy for microarrays using updated probe set definitions
BACKGROUND: Microarrays enable high throughput detection of transcript expression levels. Different investigators have recently introduced updated probe set definitions to more accurately map probes to our current knowledge of genes and transcripts. RESULTS: We demonstrate that updated probe set def...
Autores principales: | , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2007
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1805763/ https://www.ncbi.nlm.nih.gov/pubmed/17288599 http://dx.doi.org/10.1186/1471-2105-8-48 |
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author | Sandberg, Rickard Larsson, Ola |
author_facet | Sandberg, Rickard Larsson, Ola |
author_sort | Sandberg, Rickard |
collection | PubMed |
description | BACKGROUND: Microarrays enable high throughput detection of transcript expression levels. Different investigators have recently introduced updated probe set definitions to more accurately map probes to our current knowledge of genes and transcripts. RESULTS: We demonstrate that updated probe set definitions provide both better precision and accuracy in probe set estimates compared to the original Affymetrix definitions. We show that the improved precision mainly depends on the increased number of probes that are integrated into each probe set, but we also demonstrate an improvement when the same number of probes is used. CONCLUSION: Updated probe set definitions does not only offer expression levels that are more accurately associated to genes and transcripts but also improvements in the estimated transcript expression levels. These results give support for the use of updated probe set definitions for analysis and meta-analysis of microarray data. |
format | Text |
id | pubmed-1805763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-18057632007-03-01 Improved precision and accuracy for microarrays using updated probe set definitions Sandberg, Rickard Larsson, Ola BMC Bioinformatics Correspondence BACKGROUND: Microarrays enable high throughput detection of transcript expression levels. Different investigators have recently introduced updated probe set definitions to more accurately map probes to our current knowledge of genes and transcripts. RESULTS: We demonstrate that updated probe set definitions provide both better precision and accuracy in probe set estimates compared to the original Affymetrix definitions. We show that the improved precision mainly depends on the increased number of probes that are integrated into each probe set, but we also demonstrate an improvement when the same number of probes is used. CONCLUSION: Updated probe set definitions does not only offer expression levels that are more accurately associated to genes and transcripts but also improvements in the estimated transcript expression levels. These results give support for the use of updated probe set definitions for analysis and meta-analysis of microarray data. BioMed Central 2007-02-08 /pmc/articles/PMC1805763/ /pubmed/17288599 http://dx.doi.org/10.1186/1471-2105-8-48 Text en Copyright © 2007 Sandberg and Larsson; 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 | Correspondence Sandberg, Rickard Larsson, Ola Improved precision and accuracy for microarrays using updated probe set definitions |
title | Improved precision and accuracy for microarrays using updated probe set definitions |
title_full | Improved precision and accuracy for microarrays using updated probe set definitions |
title_fullStr | Improved precision and accuracy for microarrays using updated probe set definitions |
title_full_unstemmed | Improved precision and accuracy for microarrays using updated probe set definitions |
title_short | Improved precision and accuracy for microarrays using updated probe set definitions |
title_sort | improved precision and accuracy for microarrays using updated probe set definitions |
topic | Correspondence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1805763/ https://www.ncbi.nlm.nih.gov/pubmed/17288599 http://dx.doi.org/10.1186/1471-2105-8-48 |
work_keys_str_mv | AT sandbergrickard improvedprecisionandaccuracyformicroarraysusingupdatedprobesetdefinitions AT larssonola improvedprecisionandaccuracyformicroarraysusingupdatedprobesetdefinitions |