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BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies
Microarray technologies have been an increasingly important tool in cancer research in the last decade, and a number of initiatives have sought to stress the importance of the provision and sharing of raw microarray data. Illumina BeadArrays provide a particular problem in this regard, as their rand...
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Formato: | Texto |
Lenguaje: | English |
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Libertas Academica
2010
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2956622/ https://www.ncbi.nlm.nih.gov/pubmed/20981138 |
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author | Smith, Mike L. Lynch, Andy G. |
author_facet | Smith, Mike L. Lynch, Andy G. |
author_sort | Smith, Mike L. |
collection | PubMed |
description | Microarray technologies have been an increasingly important tool in cancer research in the last decade, and a number of initiatives have sought to stress the importance of the provision and sharing of raw microarray data. Illumina BeadArrays provide a particular problem in this regard, as their random construction simultaneously adds value to analysis of the raw data and obstructs the sharing of those data. We present a compression scheme for raw Illumina BeadArray data, designed to ease the burdens of sharing and storing such data, that is implemented in the BeadDataPackR BioConductor package (http://bioconductor.org/packages/release/bioc/html/BeadDataPackR.html). It offers two key advantages over off-the-peg compression tools. First it uses knowledge of the data formats to achieve greater compression than other approaches, and second it does not need to be decompressed for analysis, but rather the values held within can be directly accessed. |
format | Text |
id | pubmed-2956622 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Libertas Academica |
record_format | MEDLINE/PubMed |
spelling | pubmed-29566222010-10-27 BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies Smith, Mike L. Lynch, Andy G. Cancer Inform Short Report Microarray technologies have been an increasingly important tool in cancer research in the last decade, and a number of initiatives have sought to stress the importance of the provision and sharing of raw microarray data. Illumina BeadArrays provide a particular problem in this regard, as their random construction simultaneously adds value to analysis of the raw data and obstructs the sharing of those data. We present a compression scheme for raw Illumina BeadArray data, designed to ease the burdens of sharing and storing such data, that is implemented in the BeadDataPackR BioConductor package (http://bioconductor.org/packages/release/bioc/html/BeadDataPackR.html). It offers two key advantages over off-the-peg compression tools. First it uses knowledge of the data formats to achieve greater compression than other approaches, and second it does not need to be decompressed for analysis, but rather the values held within can be directly accessed. Libertas Academica 2010-09-29 /pmc/articles/PMC2956622/ /pubmed/20981138 Text en © 2010 the author(s), publisher and licensee Libertas Academica Ltd. This is an open access article. Unrestricted non-commercial use is permitted provided the original work is properly cited. |
spellingShingle | Short Report Smith, Mike L. Lynch, Andy G. BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies |
title | BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies |
title_full | BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies |
title_fullStr | BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies |
title_full_unstemmed | BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies |
title_short | BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies |
title_sort | beaddatapackr: a tool to facilitate the sharing of raw data from illumina beadarray studies |
topic | Short Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2956622/ https://www.ncbi.nlm.nih.gov/pubmed/20981138 |
work_keys_str_mv | AT smithmikel beaddatapackratooltofacilitatethesharingofrawdatafromilluminabeadarraystudies AT lynchandyg beaddatapackratooltofacilitatethesharingofrawdatafromilluminabeadarraystudies |