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Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue
Several studies have sought to identify novel transcriptional biomarkers in normal breast or breast microenvironment to predict tumor risk and prognosis. However, systematic efforts to evaluate intra-individual variability of gene expression within normal breast have not been reported. This study an...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6002361/ https://www.ncbi.nlm.nih.gov/pubmed/29904148 http://dx.doi.org/10.1038/s41598-018-27505-y |
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author | Sun, Xuezheng Shan, Yue Li, Quefeng Chollet-Hinton, Lynn Kirk, Erin L. Gierach, Gretchen L. Troester, Melissa A. |
author_facet | Sun, Xuezheng Shan, Yue Li, Quefeng Chollet-Hinton, Lynn Kirk, Erin L. Gierach, Gretchen L. Troester, Melissa A. |
author_sort | Sun, Xuezheng |
collection | PubMed |
description | Several studies have sought to identify novel transcriptional biomarkers in normal breast or breast microenvironment to predict tumor risk and prognosis. However, systematic efforts to evaluate intra-individual variability of gene expression within normal breast have not been reported. This study analyzed the microarray gene expression data of 288 samples from 170 women in the Normal Breast Study (NBS), wherein multiple histologically normal breast samples were collected from different block regions and different sections at a given region. Intra-individual differences in global gene expression and selected gene expression signatures were quantified and evaluated in association with other patient-level factors. We found that intra-individual reliability was relatively high in global gene expression, but differed by signatures, with composition-related signatures (i.e., stroma) having higher intra-individual variability and tumorigenesis-related signatures (i.e., proliferation) having lower intra-individual variability. Histological stroma composition was the only factor significantly associated with heterogeneous breast tissue (defined as > median intra-individual variation; high nuclear density, odds ratio [OR] = 3.42, 95% confidence interval [CI] = 1.15–10.15; low area, OR = 0.29, 95% CI = 0.10–0.86). Other factors suggestively influencing the variability included age, BMI, and adipose nuclear density. Our results underscore the importance of considering intra-individual variability in tissue-based biomarker development, and have important implications for normal breast research. |
format | Online Article Text |
id | pubmed-6002361 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60023612018-06-26 Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue Sun, Xuezheng Shan, Yue Li, Quefeng Chollet-Hinton, Lynn Kirk, Erin L. Gierach, Gretchen L. Troester, Melissa A. Sci Rep Article Several studies have sought to identify novel transcriptional biomarkers in normal breast or breast microenvironment to predict tumor risk and prognosis. However, systematic efforts to evaluate intra-individual variability of gene expression within normal breast have not been reported. This study analyzed the microarray gene expression data of 288 samples from 170 women in the Normal Breast Study (NBS), wherein multiple histologically normal breast samples were collected from different block regions and different sections at a given region. Intra-individual differences in global gene expression and selected gene expression signatures were quantified and evaluated in association with other patient-level factors. We found that intra-individual reliability was relatively high in global gene expression, but differed by signatures, with composition-related signatures (i.e., stroma) having higher intra-individual variability and tumorigenesis-related signatures (i.e., proliferation) having lower intra-individual variability. Histological stroma composition was the only factor significantly associated with heterogeneous breast tissue (defined as > median intra-individual variation; high nuclear density, odds ratio [OR] = 3.42, 95% confidence interval [CI] = 1.15–10.15; low area, OR = 0.29, 95% CI = 0.10–0.86). Other factors suggestively influencing the variability included age, BMI, and adipose nuclear density. Our results underscore the importance of considering intra-individual variability in tissue-based biomarker development, and have important implications for normal breast research. Nature Publishing Group UK 2018-06-14 /pmc/articles/PMC6002361/ /pubmed/29904148 http://dx.doi.org/10.1038/s41598-018-27505-y Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sun, Xuezheng Shan, Yue Li, Quefeng Chollet-Hinton, Lynn Kirk, Erin L. Gierach, Gretchen L. Troester, Melissa A. Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue |
title | Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue |
title_full | Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue |
title_fullStr | Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue |
title_full_unstemmed | Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue |
title_short | Intra-individual Gene Expression Variability of Histologically Normal Breast Tissue |
title_sort | intra-individual gene expression variability of histologically normal breast tissue |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6002361/ https://www.ncbi.nlm.nih.gov/pubmed/29904148 http://dx.doi.org/10.1038/s41598-018-27505-y |
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