Cargando…
Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer
BACKGROUND: Epidemiological studies have shown that consumption of a high-fat diet (HFD) increases the risk of developing breast cancer (BC). Studies in rodents have shown HFD causes changes in the genetic programming of the maturing mammary gland (MG) increasing the susceptibility of developing the...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4153917/ https://www.ncbi.nlm.nih.gov/pubmed/25134718 http://dx.doi.org/10.1186/1756-0500-7-543 |
_version_ | 1782333353286959104 |
---|---|
author | Martinez-Chacin, Raquel C Keniry, Megan Dearth, Robert K |
author_facet | Martinez-Chacin, Raquel C Keniry, Megan Dearth, Robert K |
author_sort | Martinez-Chacin, Raquel C |
collection | PubMed |
description | BACKGROUND: Epidemiological studies have shown that consumption of a high-fat diet (HFD) increases the risk of developing breast cancer (BC). Studies in rodents have shown HFD causes changes in the genetic programming of the maturing mammary gland (MG) increasing the susceptibility of developing the disease. Less is known about how HFD induced genes impact BC development. HFD exposure two weeks before conception to six weeks of age was previously shown to dramatically change MG gene expression in 10 week old mice. Therefore, we investigated these differentially expressed HFD-induced genes for their expression in BC using the NKI 295 breast tumor dataset. RESULTS: To examine the potential role of HFD induced genes in BC, we first investigated whether these HFD-induced genes in mouse MGs were differentially expressed in different types of human BC. Of the 28 HFD induced genes that were differentially expressed between BC subtypes in the NKI set, 79% were significantly higher in basal-like BC. Next, we analyzed whether HFD induced genes were associated with BC prognosis utilizing gene expression and survival data for each HFD induced gene from the NKI data and constructed Kaplan Meier survival plots. Significantly, 93% of the prognosis associated genes (13/14) were associated with poor prognosis (P = 0.002). Kaplan Meier analysis with 249 non-basal-like BC found that all but one of the genes examined were still significantly associated with poor prognosis. Furthermore, gene set enrichment analysis (GSEA) with HFD microarray data revealed that invasive BC genes where enriched in HFD samples that also had lost expression of luminal genes. CONCLUSIONS: HFD exposed mouse MGs maintain differential expression of genes that are found highly expressed in basal-like breast cancer. These HFD-induced genes associate with poor survival in numerous BC subtypes, making them more likely to directly impact prognosis. Furthermore, HFD exposure leads to a loss in the expression of luminal genes and a gain in expression of mesenchymal and BC invasion genes in MGs. Collectively, our study suggests that HFD exposure during development induces genes associated with poor prognosis, thus identifying how HFD diet may regulate BC development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1756-0500-7-543) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4153917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41539172014-09-05 Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer Martinez-Chacin, Raquel C Keniry, Megan Dearth, Robert K BMC Res Notes Research Article BACKGROUND: Epidemiological studies have shown that consumption of a high-fat diet (HFD) increases the risk of developing breast cancer (BC). Studies in rodents have shown HFD causes changes in the genetic programming of the maturing mammary gland (MG) increasing the susceptibility of developing the disease. Less is known about how HFD induced genes impact BC development. HFD exposure two weeks before conception to six weeks of age was previously shown to dramatically change MG gene expression in 10 week old mice. Therefore, we investigated these differentially expressed HFD-induced genes for their expression in BC using the NKI 295 breast tumor dataset. RESULTS: To examine the potential role of HFD induced genes in BC, we first investigated whether these HFD-induced genes in mouse MGs were differentially expressed in different types of human BC. Of the 28 HFD induced genes that were differentially expressed between BC subtypes in the NKI set, 79% were significantly higher in basal-like BC. Next, we analyzed whether HFD induced genes were associated with BC prognosis utilizing gene expression and survival data for each HFD induced gene from the NKI data and constructed Kaplan Meier survival plots. Significantly, 93% of the prognosis associated genes (13/14) were associated with poor prognosis (P = 0.002). Kaplan Meier analysis with 249 non-basal-like BC found that all but one of the genes examined were still significantly associated with poor prognosis. Furthermore, gene set enrichment analysis (GSEA) with HFD microarray data revealed that invasive BC genes where enriched in HFD samples that also had lost expression of luminal genes. CONCLUSIONS: HFD exposed mouse MGs maintain differential expression of genes that are found highly expressed in basal-like breast cancer. These HFD-induced genes associate with poor survival in numerous BC subtypes, making them more likely to directly impact prognosis. Furthermore, HFD exposure leads to a loss in the expression of luminal genes and a gain in expression of mesenchymal and BC invasion genes in MGs. Collectively, our study suggests that HFD exposure during development induces genes associated with poor prognosis, thus identifying how HFD diet may regulate BC development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1756-0500-7-543) contains supplementary material, which is available to authorized users. BioMed Central 2014-08-18 /pmc/articles/PMC4153917/ /pubmed/25134718 http://dx.doi.org/10.1186/1756-0500-7-543 Text en © Martinez-Chacin 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/4.0), 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 Martinez-Chacin, Raquel C Keniry, Megan Dearth, Robert K Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
title | Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
title_full | Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
title_fullStr | Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
title_full_unstemmed | Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
title_short | Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
title_sort | analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4153917/ https://www.ncbi.nlm.nih.gov/pubmed/25134718 http://dx.doi.org/10.1186/1756-0500-7-543 |
work_keys_str_mv | AT martinezchacinraquelc analysisofhighfatdietinducedgenesduringmammaryglanddevelopmentidentifyingroleplayersinpoorprognosisofbreastcancer AT kenirymegan analysisofhighfatdietinducedgenesduringmammaryglanddevelopmentidentifyingroleplayersinpoorprognosisofbreastcancer AT dearthrobertk analysisofhighfatdietinducedgenesduringmammaryglanddevelopmentidentifyingroleplayersinpoorprognosisofbreastcancer |