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Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes
BACKGROUND: Previously, a total of five breast cancer subtypes have been identified based on variation in gene expression patterns. These expression profiles were also shown to be associated with different prognostic value. In this study tumour samples from 27 breast cancer patients, previously subt...
Autores principales: | , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2006
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1421426/ https://www.ncbi.nlm.nih.gov/pubmed/16536878 http://dx.doi.org/10.1186/1471-2407-6-59 |
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author | Muggerud, Aslaug Aamodt Johnsen, Hilde Barnes, Debra A Steel, Adam Lønning, Per Eystein Naume, Bjørn Sørlie, Therese Børresen-Dale, Anne-Lise |
author_facet | Muggerud, Aslaug Aamodt Johnsen, Hilde Barnes, Debra A Steel, Adam Lønning, Per Eystein Naume, Bjørn Sørlie, Therese Børresen-Dale, Anne-Lise |
author_sort | Muggerud, Aslaug Aamodt |
collection | PubMed |
description | BACKGROUND: Previously, a total of five breast cancer subtypes have been identified based on variation in gene expression patterns. These expression profiles were also shown to be associated with different prognostic value. In this study tumour samples from 27 breast cancer patients, previously subtyped by expression analysis using DNA microarrays, and four controls from normal breast tissue were included. A new MetriGenix 4D™ array proposed for diagnostic use was evaluated. METHODS: We applied MetriGenix custom 4D™ arrays for the detection of previously defined molecular subtypes of breast cancer. MetriGenix 4D™ arrays have special features including probe immobilization in microchannels with chemiluminescence detection that enable shorter hybridization time. RESULTS: The MetriGenix 4D™ array platform was evaluated with respect to both the accuracy in classifying the samples as well as the performance of the system itself. In a cross validation analysis using "Nearest Shrunken Centroid classifier" and the PAM software, 77% of the samples were classified correctly according to earlier classification results. CONCLUSION: The system shows potential for fast screening; however, improvements are needed. |
format | Text |
id | pubmed-1421426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2006 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-14214262006-04-01 Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes Muggerud, Aslaug Aamodt Johnsen, Hilde Barnes, Debra A Steel, Adam Lønning, Per Eystein Naume, Bjørn Sørlie, Therese Børresen-Dale, Anne-Lise BMC Cancer Technical Advance BACKGROUND: Previously, a total of five breast cancer subtypes have been identified based on variation in gene expression patterns. These expression profiles were also shown to be associated with different prognostic value. In this study tumour samples from 27 breast cancer patients, previously subtyped by expression analysis using DNA microarrays, and four controls from normal breast tissue were included. A new MetriGenix 4D™ array proposed for diagnostic use was evaluated. METHODS: We applied MetriGenix custom 4D™ arrays for the detection of previously defined molecular subtypes of breast cancer. MetriGenix 4D™ arrays have special features including probe immobilization in microchannels with chemiluminescence detection that enable shorter hybridization time. RESULTS: The MetriGenix 4D™ array platform was evaluated with respect to both the accuracy in classifying the samples as well as the performance of the system itself. In a cross validation analysis using "Nearest Shrunken Centroid classifier" and the PAM software, 77% of the samples were classified correctly according to earlier classification results. CONCLUSION: The system shows potential for fast screening; however, improvements are needed. BioMed Central 2006-03-15 /pmc/articles/PMC1421426/ /pubmed/16536878 http://dx.doi.org/10.1186/1471-2407-6-59 Text en Copyright © 2006 Muggerud et al; licensee BioMed Central Ltd. |
spellingShingle | Technical Advance Muggerud, Aslaug Aamodt Johnsen, Hilde Barnes, Debra A Steel, Adam Lønning, Per Eystein Naume, Bjørn Sørlie, Therese Børresen-Dale, Anne-Lise Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes |
title | Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes |
title_full | Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes |
title_fullStr | Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes |
title_full_unstemmed | Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes |
title_short | Evaluation of MetriGenix custom 4D™ arrays applied for detection of breast cancer subtypes |
title_sort | evaluation of metrigenix custom 4d™ arrays applied for detection of breast cancer subtypes |
topic | Technical Advance |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1421426/ https://www.ncbi.nlm.nih.gov/pubmed/16536878 http://dx.doi.org/10.1186/1471-2407-6-59 |
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