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Effects of HER2 overexpression on cell signaling networks governing proliferation and migration

Although human epidermal growth factor receptor 2 (HER2) overexpression is implicated in tumor progression for a variety of cancer types, how it dysregulates signaling networks governing cell behavioral functions is poorly understood. To address this problem, we use quantitative mass spectrometry to...

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Detalles Bibliográficos
Autores principales: Wolf-Yadlin, Alejandro, Kumar, Neil, Zhang, Yi, Hautaniemi, Sampsa, Zaman, Muhammad, Kim, Hyung-Do, Grantcharova, Viara, Lauffenburger, Douglas A, White, Forest M
Formato: Texto
Lenguaje:English
Publicado: 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1682017/
https://www.ncbi.nlm.nih.gov/pubmed/17016520
http://dx.doi.org/10.1038/msb4100094
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author Wolf-Yadlin, Alejandro
Kumar, Neil
Zhang, Yi
Hautaniemi, Sampsa
Zaman, Muhammad
Kim, Hyung-Do
Grantcharova, Viara
Lauffenburger, Douglas A
White, Forest M
author_facet Wolf-Yadlin, Alejandro
Kumar, Neil
Zhang, Yi
Hautaniemi, Sampsa
Zaman, Muhammad
Kim, Hyung-Do
Grantcharova, Viara
Lauffenburger, Douglas A
White, Forest M
author_sort Wolf-Yadlin, Alejandro
collection PubMed
description Although human epidermal growth factor receptor 2 (HER2) overexpression is implicated in tumor progression for a variety of cancer types, how it dysregulates signaling networks governing cell behavioral functions is poorly understood. To address this problem, we use quantitative mass spectrometry to analyze dynamic effects of HER2 overexpression on phosphotyrosine signaling in human mammary epithelial cells stimulated by epidermal growth factor (EGF) or heregulin (HRG). Data generated from this analysis reveal that EGF stimulation of HER2-overexpressing cells activates multiple signaling pathways to stimulate migration, whereas HRG stimulation of these cells results in amplification of a specific subset of the migration signaling network. Self-organizing map analysis of the phosphoproteomic data set permitted elucidation of network modules differentially regulated in HER2-overexpressing cells in comparison with parental cells for EGF and HRG treatment. Partial least-squares regression analysis of the same data set identified quantitative combinations of signals within the networks that strongly correlate with cell proliferation and migration measured under the same battery of conditions. Combining these modeling approaches enabled association of epidermal growth factor receptor family dimerization to activation of specific phosphorylation sites, which appear to most critically regulate proliferation and/or migration.
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spelling pubmed-16820172007-01-25 Effects of HER2 overexpression on cell signaling networks governing proliferation and migration Wolf-Yadlin, Alejandro Kumar, Neil Zhang, Yi Hautaniemi, Sampsa Zaman, Muhammad Kim, Hyung-Do Grantcharova, Viara Lauffenburger, Douglas A White, Forest M Mol Syst Biol Article Although human epidermal growth factor receptor 2 (HER2) overexpression is implicated in tumor progression for a variety of cancer types, how it dysregulates signaling networks governing cell behavioral functions is poorly understood. To address this problem, we use quantitative mass spectrometry to analyze dynamic effects of HER2 overexpression on phosphotyrosine signaling in human mammary epithelial cells stimulated by epidermal growth factor (EGF) or heregulin (HRG). Data generated from this analysis reveal that EGF stimulation of HER2-overexpressing cells activates multiple signaling pathways to stimulate migration, whereas HRG stimulation of these cells results in amplification of a specific subset of the migration signaling network. Self-organizing map analysis of the phosphoproteomic data set permitted elucidation of network modules differentially regulated in HER2-overexpressing cells in comparison with parental cells for EGF and HRG treatment. Partial least-squares regression analysis of the same data set identified quantitative combinations of signals within the networks that strongly correlate with cell proliferation and migration measured under the same battery of conditions. Combining these modeling approaches enabled association of epidermal growth factor receptor family dimerization to activation of specific phosphorylation sites, which appear to most critically regulate proliferation and/or migration. 2006-10-03 /pmc/articles/PMC1682017/ /pubmed/17016520 http://dx.doi.org/10.1038/msb4100094 Text en Copyright © 2006, EMBO and Nature Publishing Group
spellingShingle Article
Wolf-Yadlin, Alejandro
Kumar, Neil
Zhang, Yi
Hautaniemi, Sampsa
Zaman, Muhammad
Kim, Hyung-Do
Grantcharova, Viara
Lauffenburger, Douglas A
White, Forest M
Effects of HER2 overexpression on cell signaling networks governing proliferation and migration
title Effects of HER2 overexpression on cell signaling networks governing proliferation and migration
title_full Effects of HER2 overexpression on cell signaling networks governing proliferation and migration
title_fullStr Effects of HER2 overexpression on cell signaling networks governing proliferation and migration
title_full_unstemmed Effects of HER2 overexpression on cell signaling networks governing proliferation and migration
title_short Effects of HER2 overexpression on cell signaling networks governing proliferation and migration
title_sort effects of her2 overexpression on cell signaling networks governing proliferation and migration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1682017/
https://www.ncbi.nlm.nih.gov/pubmed/17016520
http://dx.doi.org/10.1038/msb4100094
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