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Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer
Introduction: Breast cancer is the second leading cause of cancer death among females. We sought to identify microRNA (miRNA) markers in breast cancer, and determine whether miRNA expression is predictive of early stage breast cancer. The paired panel of microRNAs is promising. Methods: Global miRNA...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6331533/ https://www.ncbi.nlm.nih.gov/pubmed/30670982 http://dx.doi.org/10.3389/fphys.2018.01879 |
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author | Fang, Rui Zhu, Yong Hu, Ling Khadka, Vedbar Singh Ai, Junmei Zou, Hanqing Ju, Dianwen Jiang, Bin Deng, Youping Hu, Xiamin |
author_facet | Fang, Rui Zhu, Yong Hu, Ling Khadka, Vedbar Singh Ai, Junmei Zou, Hanqing Ju, Dianwen Jiang, Bin Deng, Youping Hu, Xiamin |
author_sort | Fang, Rui |
collection | PubMed |
description | Introduction: Breast cancer is the second leading cause of cancer death among females. We sought to identify microRNA (miRNA) markers in breast cancer, and determine whether miRNA expression is predictive of early stage breast cancer. The paired panel of microRNAs is promising. Methods: Global miRNA expression profiling was performed on three pooling samples of plasma from breast cancer, benign lesion and normal, using next generation sequencing technology. Thirteen microRNAs (hsa-miR-21-3p, hsa-miR-192-5p, hsa-miR-221-3p, hsa-miR-451a, hsa-miR-574-5p, hsa-miR-1273g-3p, hsa-miR-152, hsa-miR-22-3p, hsa-miR-222-3p, hsa-miR-30a-5p, hsa-miR-30e-5p, hsa-miR-324-3p, and hsa -miR-382-5p) were subsequently validated using real-time quantitative reverse transcription-polymerase chain reaction (RT-qPCR) in a cohort of 53 breast cancer, 40 benign lesions and 38 normal cases. The pairwise miRNA ratios were calculated as biomarkers to classify breast cancer. Results: According to the model used to predict breast cancer from benign lesions, a panel of five miRNA pairs had high diagnostic power with an AUC of 0.942. The sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of this model after 10-fold cross validation were 0.881, 0.775, 0.827, and 0.756, respectively. In addition, the other panels of miRNA pairs distinguishing the breast cancer from normal and non-cancer patients had good performance. Conclusion: Certain MicroRNA pairs were identified and deemed effective in breast cancer screening, especially when distinguishing cancer from benign lesions. |
format | Online Article Text |
id | pubmed-6331533 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63315332019-01-22 Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer Fang, Rui Zhu, Yong Hu, Ling Khadka, Vedbar Singh Ai, Junmei Zou, Hanqing Ju, Dianwen Jiang, Bin Deng, Youping Hu, Xiamin Front Physiol Physiology Introduction: Breast cancer is the second leading cause of cancer death among females. We sought to identify microRNA (miRNA) markers in breast cancer, and determine whether miRNA expression is predictive of early stage breast cancer. The paired panel of microRNAs is promising. Methods: Global miRNA expression profiling was performed on three pooling samples of plasma from breast cancer, benign lesion and normal, using next generation sequencing technology. Thirteen microRNAs (hsa-miR-21-3p, hsa-miR-192-5p, hsa-miR-221-3p, hsa-miR-451a, hsa-miR-574-5p, hsa-miR-1273g-3p, hsa-miR-152, hsa-miR-22-3p, hsa-miR-222-3p, hsa-miR-30a-5p, hsa-miR-30e-5p, hsa-miR-324-3p, and hsa -miR-382-5p) were subsequently validated using real-time quantitative reverse transcription-polymerase chain reaction (RT-qPCR) in a cohort of 53 breast cancer, 40 benign lesions and 38 normal cases. The pairwise miRNA ratios were calculated as biomarkers to classify breast cancer. Results: According to the model used to predict breast cancer from benign lesions, a panel of five miRNA pairs had high diagnostic power with an AUC of 0.942. The sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of this model after 10-fold cross validation were 0.881, 0.775, 0.827, and 0.756, respectively. In addition, the other panels of miRNA pairs distinguishing the breast cancer from normal and non-cancer patients had good performance. Conclusion: Certain MicroRNA pairs were identified and deemed effective in breast cancer screening, especially when distinguishing cancer from benign lesions. Frontiers Media S.A. 2019-01-08 /pmc/articles/PMC6331533/ /pubmed/30670982 http://dx.doi.org/10.3389/fphys.2018.01879 Text en Copyright © 2019 Fang, Zhu, Hu, Khadka, Ai, Zou, Ju, Jiang, Deng and Hu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Fang, Rui Zhu, Yong Hu, Ling Khadka, Vedbar Singh Ai, Junmei Zou, Hanqing Ju, Dianwen Jiang, Bin Deng, Youping Hu, Xiamin Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer |
title | Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer |
title_full | Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer |
title_fullStr | Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer |
title_full_unstemmed | Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer |
title_short | Plasma MicroRNA Pair Panels as Novel Biomarkers for Detection of Early Stage Breast Cancer |
title_sort | plasma microrna pair panels as novel biomarkers for detection of early stage breast cancer |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6331533/ https://www.ncbi.nlm.nih.gov/pubmed/30670982 http://dx.doi.org/10.3389/fphys.2018.01879 |
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