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Analyzing the regulation of metabolic pathways in human breast cancer

BACKGROUND: Tumor therapy mainly attacks the metabolism to interfere the tumor's anabolism and signaling of proliferative second messengers. However, the metabolic demands of different cancers are very heterogeneous and depend on their origin of tissue, age, gender and other clinical parameters...

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Autores principales: Schramm, Gunnar, Surmann, Eva-Maria, Wiesberg, Stefan, Oswald, Marcus, Reinelt, Gerhard, Eils, Roland, König, Rainer
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2945993/
https://www.ncbi.nlm.nih.gov/pubmed/20831783
http://dx.doi.org/10.1186/1755-8794-3-39
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author Schramm, Gunnar
Surmann, Eva-Maria
Wiesberg, Stefan
Oswald, Marcus
Reinelt, Gerhard
Eils, Roland
König, Rainer
author_facet Schramm, Gunnar
Surmann, Eva-Maria
Wiesberg, Stefan
Oswald, Marcus
Reinelt, Gerhard
Eils, Roland
König, Rainer
author_sort Schramm, Gunnar
collection PubMed
description BACKGROUND: Tumor therapy mainly attacks the metabolism to interfere the tumor's anabolism and signaling of proliferative second messengers. However, the metabolic demands of different cancers are very heterogeneous and depend on their origin of tissue, age, gender and other clinical parameters. We investigated tumor specific regulation in the metabolism of breast cancer. METHODS: For this, we mapped gene expression data from microarrays onto the corresponding enzymes and their metabolic reaction network. We used Haar Wavelet transforms on optimally arranged grid representations of metabolic pathways as a pattern recognition method to detect orchestrated regulation of neighboring enzymes in the network. Significant combined expression patterns were used to select metabolic pathways showing shifted regulation of the aggressive tumors. RESULTS: Besides up-regulation for energy production and nucleotide anabolism, we found an interesting cellular switch in the interplay of biosynthesis of steroids and bile acids. The biosynthesis of steroids was up-regulated for estrogen synthesis which is needed for proliferative signaling in breast cancer. In turn, the decomposition of steroid precursors was blocked by down-regulation of the bile acid pathway. CONCLUSION: We applied an intelligent pattern recognition method for analyzing the regulation of metabolism and elucidated substantial regulation of human breast cancer at the interplay of cholesterol biosynthesis and bile acid metabolism pointing to specific breast cancer treatment.
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spelling pubmed-29459932010-10-21 Analyzing the regulation of metabolic pathways in human breast cancer Schramm, Gunnar Surmann, Eva-Maria Wiesberg, Stefan Oswald, Marcus Reinelt, Gerhard Eils, Roland König, Rainer BMC Med Genomics Research Article BACKGROUND: Tumor therapy mainly attacks the metabolism to interfere the tumor's anabolism and signaling of proliferative second messengers. However, the metabolic demands of different cancers are very heterogeneous and depend on their origin of tissue, age, gender and other clinical parameters. We investigated tumor specific regulation in the metabolism of breast cancer. METHODS: For this, we mapped gene expression data from microarrays onto the corresponding enzymes and their metabolic reaction network. We used Haar Wavelet transforms on optimally arranged grid representations of metabolic pathways as a pattern recognition method to detect orchestrated regulation of neighboring enzymes in the network. Significant combined expression patterns were used to select metabolic pathways showing shifted regulation of the aggressive tumors. RESULTS: Besides up-regulation for energy production and nucleotide anabolism, we found an interesting cellular switch in the interplay of biosynthesis of steroids and bile acids. The biosynthesis of steroids was up-regulated for estrogen synthesis which is needed for proliferative signaling in breast cancer. In turn, the decomposition of steroid precursors was blocked by down-regulation of the bile acid pathway. CONCLUSION: We applied an intelligent pattern recognition method for analyzing the regulation of metabolism and elucidated substantial regulation of human breast cancer at the interplay of cholesterol biosynthesis and bile acid metabolism pointing to specific breast cancer treatment. BioMed Central 2010-09-10 /pmc/articles/PMC2945993/ /pubmed/20831783 http://dx.doi.org/10.1186/1755-8794-3-39 Text en Copyright ©2010 Schramm et al; 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 Research Article
Schramm, Gunnar
Surmann, Eva-Maria
Wiesberg, Stefan
Oswald, Marcus
Reinelt, Gerhard
Eils, Roland
König, Rainer
Analyzing the regulation of metabolic pathways in human breast cancer
title Analyzing the regulation of metabolic pathways in human breast cancer
title_full Analyzing the regulation of metabolic pathways in human breast cancer
title_fullStr Analyzing the regulation of metabolic pathways in human breast cancer
title_full_unstemmed Analyzing the regulation of metabolic pathways in human breast cancer
title_short Analyzing the regulation of metabolic pathways in human breast cancer
title_sort analyzing the regulation of metabolic pathways in human breast cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2945993/
https://www.ncbi.nlm.nih.gov/pubmed/20831783
http://dx.doi.org/10.1186/1755-8794-3-39
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