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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)...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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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 |
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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 |
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