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Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling

BACKGROUND: Genome-wide miRNA expression may be useful for predicting breast cancer risk and/or for the early detection of breast cancer. RESULTS: A 41-miRNA model distinguished breast cancer risk in the discovery study (accuracy of 83.3%), which was replicated in the independent study (accuracy = 6...

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Autores principales: Taslim, Cenny, Weng, Daniel Y., Brasky, Theodore M., Dumitrescu, Ramona G., Huang, Kun, Kallakury, Bhaskar V.S., Krishnan, Shiva, Llanos, Adana A., Marian, Catalin, McElroy, Joseph, Schneider, Sallie S., Spear, Scott L., Troester, Melissa A., Freudenheim, Jo L., Geyer, Susan, Shields, Peter G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5349926/
https://www.ncbi.nlm.nih.gov/pubmed/27833082
http://dx.doi.org/10.18632/oncotarget.13241
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author Taslim, Cenny
Weng, Daniel Y.
Brasky, Theodore M.
Dumitrescu, Ramona G.
Huang, Kun
Kallakury, Bhaskar V.S.
Krishnan, Shiva
Llanos, Adana A.
Marian, Catalin
McElroy, Joseph
Schneider, Sallie S.
Spear, Scott L.
Troester, Melissa A.
Freudenheim, Jo L.
Geyer, Susan
Shields, Peter G.
author_facet Taslim, Cenny
Weng, Daniel Y.
Brasky, Theodore M.
Dumitrescu, Ramona G.
Huang, Kun
Kallakury, Bhaskar V.S.
Krishnan, Shiva
Llanos, Adana A.
Marian, Catalin
McElroy, Joseph
Schneider, Sallie S.
Spear, Scott L.
Troester, Melissa A.
Freudenheim, Jo L.
Geyer, Susan
Shields, Peter G.
author_sort Taslim, Cenny
collection PubMed
description BACKGROUND: Genome-wide miRNA expression may be useful for predicting breast cancer risk and/or for the early detection of breast cancer. RESULTS: A 41-miRNA model distinguished breast cancer risk in the discovery study (accuracy of 83.3%), which was replicated in the independent study (accuracy = 63.4%, P=0.09). Among the 41 miRNA, 20 miRNAs were detectable in serum, and predicted breast cancer occurrence within 18 months of blood draw (accuracy 53%, P=0.06). These risk-related miRNAs were enriched for HER-2 and estrogen-dependent breast cancer signaling. MATERIALS AND METHODS: MiRNAs were assessed in two cross-sectional studies of women without breast cancer and a nested case-control study of breast cancer. Using breast tissues, a multivariate analysis was used to model women with high and low breast cancer risk (based upon Gail risk model) in a discovery study of women without breast cancer (n=90), and applied to an independent replication study (n=71). The model was then assessed using serum samples from the nested case-control study (n=410). CONCLUSIONS: Studying breast tissues of women without breast cancer revealed miRNAs correlated with breast cancer risk, which were then found to be altered in the serum of women who later developed breast cancer. These results serve as proof-of-principle that miRNAs in women without breast cancer may be useful for predicting breast cancer risk and/or as an adjunct for breast cancer early detection. The miRNAs identified herein may be involved in breast carcinogenic pathways because they were first identified in the breast tissues of healthy women.
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spelling pubmed-53499262017-04-06 Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling Taslim, Cenny Weng, Daniel Y. Brasky, Theodore M. Dumitrescu, Ramona G. Huang, Kun Kallakury, Bhaskar V.S. Krishnan, Shiva Llanos, Adana A. Marian, Catalin McElroy, Joseph Schneider, Sallie S. Spear, Scott L. Troester, Melissa A. Freudenheim, Jo L. Geyer, Susan Shields, Peter G. Oncotarget Research Paper BACKGROUND: Genome-wide miRNA expression may be useful for predicting breast cancer risk and/or for the early detection of breast cancer. RESULTS: A 41-miRNA model distinguished breast cancer risk in the discovery study (accuracy of 83.3%), which was replicated in the independent study (accuracy = 63.4%, P=0.09). Among the 41 miRNA, 20 miRNAs were detectable in serum, and predicted breast cancer occurrence within 18 months of blood draw (accuracy 53%, P=0.06). These risk-related miRNAs were enriched for HER-2 and estrogen-dependent breast cancer signaling. MATERIALS AND METHODS: MiRNAs were assessed in two cross-sectional studies of women without breast cancer and a nested case-control study of breast cancer. Using breast tissues, a multivariate analysis was used to model women with high and low breast cancer risk (based upon Gail risk model) in a discovery study of women without breast cancer (n=90), and applied to an independent replication study (n=71). The model was then assessed using serum samples from the nested case-control study (n=410). CONCLUSIONS: Studying breast tissues of women without breast cancer revealed miRNAs correlated with breast cancer risk, which were then found to be altered in the serum of women who later developed breast cancer. These results serve as proof-of-principle that miRNAs in women without breast cancer may be useful for predicting breast cancer risk and/or as an adjunct for breast cancer early detection. The miRNAs identified herein may be involved in breast carcinogenic pathways because they were first identified in the breast tissues of healthy women. Impact Journals LLC 2016-11-09 /pmc/articles/PMC5349926/ /pubmed/27833082 http://dx.doi.org/10.18632/oncotarget.13241 Text en Copyright: © 2016 Taslim et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Taslim, Cenny
Weng, Daniel Y.
Brasky, Theodore M.
Dumitrescu, Ramona G.
Huang, Kun
Kallakury, Bhaskar V.S.
Krishnan, Shiva
Llanos, Adana A.
Marian, Catalin
McElroy, Joseph
Schneider, Sallie S.
Spear, Scott L.
Troester, Melissa A.
Freudenheim, Jo L.
Geyer, Susan
Shields, Peter G.
Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling
title Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling
title_full Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling
title_fullStr Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling
title_full_unstemmed Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling
title_short Discovery and replication of microRNAs for breast cancer risk using genome-wide profiling
title_sort discovery and replication of micrornas for breast cancer risk using genome-wide profiling
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5349926/
https://www.ncbi.nlm.nih.gov/pubmed/27833082
http://dx.doi.org/10.18632/oncotarget.13241
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