Cargando…

Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression

BACKGROUND: Invasive breast cancers are now commonly classified using gene expression into biologically and clinically distinct tumor subtypes. However, the role of obesity in breast tumor gene expression and intrinsic subtype is unknown. METHODS: Early-stage breast cancer (BC) patients (n = 1,676)...

Descripción completa

Detalles Bibliográficos
Autores principales: Kwan, Marilyn L, Kroenke, Candyce H, Sweeney, Carol, Bernard, Philip S, Weltzien, Erin K, Castillo, Adrienne, Factor, Rachel E, Maxfield, Kaylynn S, Stijleman, Inge J, Kushi, Lawrence H, Quesenberry, Charles P, Habel, Laurel A, Caan, Bette J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403771/
https://www.ncbi.nlm.nih.gov/pubmed/25884832
http://dx.doi.org/10.1186/s12885-015-1263-4
_version_ 1782367379145097216
author Kwan, Marilyn L
Kroenke, Candyce H
Sweeney, Carol
Bernard, Philip S
Weltzien, Erin K
Castillo, Adrienne
Factor, Rachel E
Maxfield, Kaylynn S
Stijleman, Inge J
Kushi, Lawrence H
Quesenberry, Charles P
Habel, Laurel A
Caan, Bette J
author_facet Kwan, Marilyn L
Kroenke, Candyce H
Sweeney, Carol
Bernard, Philip S
Weltzien, Erin K
Castillo, Adrienne
Factor, Rachel E
Maxfield, Kaylynn S
Stijleman, Inge J
Kushi, Lawrence H
Quesenberry, Charles P
Habel, Laurel A
Caan, Bette J
author_sort Kwan, Marilyn L
collection PubMed
description BACKGROUND: Invasive breast cancers are now commonly classified using gene expression into biologically and clinically distinct tumor subtypes. However, the role of obesity in breast tumor gene expression and intrinsic subtype is unknown. METHODS: Early-stage breast cancer (BC) patients (n = 1,676) were sampled from two prospective cohorts. The PAM50 qRT-PCR assay was used to: a) assess tumor gene expression levels for ESR1, PGR, ERBB2, and 10 proliferation genes and b) classify tumors into intrinsic subtype (Luminal A, Luminal B, Basal-like, HER2-enriched, Normal-like). Body mass index (BMI) around BC diagnosis (kg/m(2)) was categorized as: underweight (<18.5), normal (18.5-24), overweight (25–29), mildly obese (30–34), and highly obese (≥35). In a cross-sectional analysis, we evaluated associations of BMI with gene expression using linear regression models, and associations of BMI with non-Luminal A intrinsic subtypes, compared with Luminal A subtype, using multinomial logistic regression. Statistical significance tests were two-sided. RESULTS: Highly obese women had tumors with higher expression of proliferation genes compared with normal weight women (adjusted mean difference = 0.44; 95% CI: 0.18, 0.71), yet mildly obese (adjusted mean difference = 0.16; 95% CI: −0.06, 0.38) and overweight (adjusted mean difference = 0.18; 95% CI: −0.01, 0.36) women did not. This association was stronger in postmenopausal women (p for interaction = 0.06). Being highly obese, however, was inversely associated with ESR1 expression (adjusted mean difference = −0.95; 95% CI: −1.47, −0.42) compared with being normal weight, whereas being mildly obese and overweight were not. In addition, women with Basal-like and Luminal B subtypes, relative to those with Luminal A subtype, were more likely to be highly obese, compared with normal-weight. CONCLUSIONS: ER expression may not increase correspondingly with increasing degree of obesity. Highly obese patients are more likely to have tumor subtypes associated with high proliferation and poorer prognosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12885-015-1263-4) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4403771
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-44037712015-04-21 Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression Kwan, Marilyn L Kroenke, Candyce H Sweeney, Carol Bernard, Philip S Weltzien, Erin K Castillo, Adrienne Factor, Rachel E Maxfield, Kaylynn S Stijleman, Inge J Kushi, Lawrence H Quesenberry, Charles P Habel, Laurel A Caan, Bette J BMC Cancer Research Article BACKGROUND: Invasive breast cancers are now commonly classified using gene expression into biologically and clinically distinct tumor subtypes. However, the role of obesity in breast tumor gene expression and intrinsic subtype is unknown. METHODS: Early-stage breast cancer (BC) patients (n = 1,676) were sampled from two prospective cohorts. The PAM50 qRT-PCR assay was used to: a) assess tumor gene expression levels for ESR1, PGR, ERBB2, and 10 proliferation genes and b) classify tumors into intrinsic subtype (Luminal A, Luminal B, Basal-like, HER2-enriched, Normal-like). Body mass index (BMI) around BC diagnosis (kg/m(2)) was categorized as: underweight (<18.5), normal (18.5-24), overweight (25–29), mildly obese (30–34), and highly obese (≥35). In a cross-sectional analysis, we evaluated associations of BMI with gene expression using linear regression models, and associations of BMI with non-Luminal A intrinsic subtypes, compared with Luminal A subtype, using multinomial logistic regression. Statistical significance tests were two-sided. RESULTS: Highly obese women had tumors with higher expression of proliferation genes compared with normal weight women (adjusted mean difference = 0.44; 95% CI: 0.18, 0.71), yet mildly obese (adjusted mean difference = 0.16; 95% CI: −0.06, 0.38) and overweight (adjusted mean difference = 0.18; 95% CI: −0.01, 0.36) women did not. This association was stronger in postmenopausal women (p for interaction = 0.06). Being highly obese, however, was inversely associated with ESR1 expression (adjusted mean difference = −0.95; 95% CI: −1.47, −0.42) compared with being normal weight, whereas being mildly obese and overweight were not. In addition, women with Basal-like and Luminal B subtypes, relative to those with Luminal A subtype, were more likely to be highly obese, compared with normal-weight. CONCLUSIONS: ER expression may not increase correspondingly with increasing degree of obesity. Highly obese patients are more likely to have tumor subtypes associated with high proliferation and poorer prognosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12885-015-1263-4) contains supplementary material, which is available to authorized users. BioMed Central 2015-04-14 /pmc/articles/PMC4403771/ /pubmed/25884832 http://dx.doi.org/10.1186/s12885-015-1263-4 Text en © Kwan et al.; licensee BioMed Central. 2015 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
Kwan, Marilyn L
Kroenke, Candyce H
Sweeney, Carol
Bernard, Philip S
Weltzien, Erin K
Castillo, Adrienne
Factor, Rachel E
Maxfield, Kaylynn S
Stijleman, Inge J
Kushi, Lawrence H
Quesenberry, Charles P
Habel, Laurel A
Caan, Bette J
Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression
title Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression
title_full Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression
title_fullStr Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression
title_full_unstemmed Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression
title_short Association of high obesity with PAM50 breast cancer intrinsic subtypes and gene expression
title_sort association of high obesity with pam50 breast cancer intrinsic subtypes and gene expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403771/
https://www.ncbi.nlm.nih.gov/pubmed/25884832
http://dx.doi.org/10.1186/s12885-015-1263-4
work_keys_str_mv AT kwanmarilynl associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT kroenkecandyceh associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT sweeneycarol associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT bernardphilips associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT weltzienerink associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT castilloadrienne associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT factorrachele associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT maxfieldkaylynns associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT stijlemaningej associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT kushilawrenceh associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT quesenberrycharlesp associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT habellaurela associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression
AT caanbettej associationofhighobesitywithpam50breastcancerintrinsicsubtypesandgeneexpression