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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...

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Autores principales: Muggerud, Aslaug Aamodt, Johnsen, Hilde, Barnes, Debra A, Steel, Adam, Lønning, Per Eystein, Naume, Bjørn, Sørlie, Therese, Børresen-Dale, Anne-Lise
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
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.
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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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