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Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks
BACKGROUND: Epidemiological studies in the recent years have investigated the relationship between dietary habits and disease risk demonstrating that diet has a direct effect on public health. Especially plant-based diets -fruits, vegetables and herbs- are known as a source of molecules with pharmac...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4055784/ https://www.ncbi.nlm.nih.gov/pubmed/24886433 http://dx.doi.org/10.1186/1471-2164-15-380 |
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author | Westergaard, David Li, Jun Jensen, Kasper Kouskoumvekaki, Irene Panagiotou, Gianni |
author_facet | Westergaard, David Li, Jun Jensen, Kasper Kouskoumvekaki, Irene Panagiotou, Gianni |
author_sort | Westergaard, David |
collection | PubMed |
description | BACKGROUND: Epidemiological studies in the recent years have investigated the relationship between dietary habits and disease risk demonstrating that diet has a direct effect on public health. Especially plant-based diets -fruits, vegetables and herbs- are known as a source of molecules with pharmacological properties for treatment of several malignancies. Unquestionably, for developing specific intervention strategies to reduce cancer risk there is a need for a more extensive and holistic examination of the dietary components for exploring the mechanisms of action and understanding the nutrient-nutrient interactions. Here, we used colon cancer as a proof-of-concept for understanding key regulatory sites of diet on the disease pathway. RESULTS: We started from a unique vantage point by having a database of 158 plants positively associated to colon cancer reduction and their molecular composition (~3,500 unique compounds). We generated a comprehensive picture of the interaction profile of these edible and non-edible plants with a predefined candidate colon cancer target space consisting of ~1,900 proteins. This knowledge allowed us to study systematically the key components in colon cancer that are targeted synergistically by phytochemicals and identify statistically significant and highly correlated protein networks that could be perturbed by dietary habits. CONCLUSION: We propose here a framework for interrogating the critical targets in colon cancer processes and identifying plant-based dietary interventions as important modifiers using a systems chemical biology approach. Our methodology for better delineating prevention of colon cancer by nutritional interventions relies heavily on the availability of information about the small molecule constituents of our diet and it can be expanded to any other disease class that previous evidence has linked to lifestyle. |
format | Online Article Text |
id | pubmed-4055784 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40557842014-06-17 Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks Westergaard, David Li, Jun Jensen, Kasper Kouskoumvekaki, Irene Panagiotou, Gianni BMC Genomics Research Article BACKGROUND: Epidemiological studies in the recent years have investigated the relationship between dietary habits and disease risk demonstrating that diet has a direct effect on public health. Especially plant-based diets -fruits, vegetables and herbs- are known as a source of molecules with pharmacological properties for treatment of several malignancies. Unquestionably, for developing specific intervention strategies to reduce cancer risk there is a need for a more extensive and holistic examination of the dietary components for exploring the mechanisms of action and understanding the nutrient-nutrient interactions. Here, we used colon cancer as a proof-of-concept for understanding key regulatory sites of diet on the disease pathway. RESULTS: We started from a unique vantage point by having a database of 158 plants positively associated to colon cancer reduction and their molecular composition (~3,500 unique compounds). We generated a comprehensive picture of the interaction profile of these edible and non-edible plants with a predefined candidate colon cancer target space consisting of ~1,900 proteins. This knowledge allowed us to study systematically the key components in colon cancer that are targeted synergistically by phytochemicals and identify statistically significant and highly correlated protein networks that could be perturbed by dietary habits. CONCLUSION: We propose here a framework for interrogating the critical targets in colon cancer processes and identifying plant-based dietary interventions as important modifiers using a systems chemical biology approach. Our methodology for better delineating prevention of colon cancer by nutritional interventions relies heavily on the availability of information about the small molecule constituents of our diet and it can be expanded to any other disease class that previous evidence has linked to lifestyle. BioMed Central 2014-05-17 /pmc/articles/PMC4055784/ /pubmed/24886433 http://dx.doi.org/10.1186/1471-2164-15-380 Text en © Westergaard et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. 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 credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Westergaard, David Li, Jun Jensen, Kasper Kouskoumvekaki, Irene Panagiotou, Gianni Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
title | Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
title_full | Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
title_fullStr | Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
title_full_unstemmed | Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
title_short | Exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
title_sort | exploring mechanisms of diet-colon cancer associations through candidate molecular interaction networks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4055784/ https://www.ncbi.nlm.nih.gov/pubmed/24886433 http://dx.doi.org/10.1186/1471-2164-15-380 |
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