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Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis
Renal cell carcinoma (RCC) metastasis portends a poor prognosis and cannot be reliably predicted. Early determination of the metastatic potential of RCC may help guide proper treatment. We analyzed microRNA (miRNA) expression in clear cell RCC (ccRCC) for the purpose of developing a miRNA expression...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3356334/ https://www.ncbi.nlm.nih.gov/pubmed/22623952 http://dx.doi.org/10.1371/journal.pone.0035661 |
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author | Wu, Xiwei Weng, Lihong Li, Xuejun Guo, Chao Pal, Sumanta K. Jin, Jennifer M. Li, Yuping Nelson, Rebecca A. Mu, Bing Onami, Susan H. Wu, Jeffrey J. Ruel, Nora H. Wilczynski, Sharon P. Gao, Hanlin Covarrubias, Maricela Figlin, Robert A. Weiss, Lawrence M. Wu, Huiqing |
author_facet | Wu, Xiwei Weng, Lihong Li, Xuejun Guo, Chao Pal, Sumanta K. Jin, Jennifer M. Li, Yuping Nelson, Rebecca A. Mu, Bing Onami, Susan H. Wu, Jeffrey J. Ruel, Nora H. Wilczynski, Sharon P. Gao, Hanlin Covarrubias, Maricela Figlin, Robert A. Weiss, Lawrence M. Wu, Huiqing |
author_sort | Wu, Xiwei |
collection | PubMed |
description | Renal cell carcinoma (RCC) metastasis portends a poor prognosis and cannot be reliably predicted. Early determination of the metastatic potential of RCC may help guide proper treatment. We analyzed microRNA (miRNA) expression in clear cell RCC (ccRCC) for the purpose of developing a miRNA expression signature to determine the risk of metastasis and prognosis. We used the microarray technology to profile miRNA expression of 78 benign kidney and ccRCC samples. Using 28 localized and metastatic ccRCC specimens as the training cohort and the univariate logistic regression and risk score methods, we developed a miRNA signature model in which the expression levels of miR-10b, miR-139-5p, miR-130b and miR-199b-5p were used to determine the status of ccRCC metastasis. We validated the signature in an independent 40-sample testing cohort of different stages of primary ccRCCs using the microarray data. Within the testing cohort patients who had at least 5 years follow-up if no metastasis developed, the signature showed a high sensitivity and specificity. The risk status was proven to be associated with the cancer-specific survival. Using the most stably expressed miRNA among benign and tumorous kidney tissue as the internal reference for normalization, we successfully converted his signature to be a quantitative PCR (qPCR)-based assay, which showed the same high sensitivity and specificity. The 4-miRNA is associated with ccRCC metastasis and prognosis. The signature is ready for and will benefit from further large clinical cohort validation and has the potential for clinical application. |
format | Online Article Text |
id | pubmed-3356334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33563342012-05-23 Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis Wu, Xiwei Weng, Lihong Li, Xuejun Guo, Chao Pal, Sumanta K. Jin, Jennifer M. Li, Yuping Nelson, Rebecca A. Mu, Bing Onami, Susan H. Wu, Jeffrey J. Ruel, Nora H. Wilczynski, Sharon P. Gao, Hanlin Covarrubias, Maricela Figlin, Robert A. Weiss, Lawrence M. Wu, Huiqing PLoS One Research Article Renal cell carcinoma (RCC) metastasis portends a poor prognosis and cannot be reliably predicted. Early determination of the metastatic potential of RCC may help guide proper treatment. We analyzed microRNA (miRNA) expression in clear cell RCC (ccRCC) for the purpose of developing a miRNA expression signature to determine the risk of metastasis and prognosis. We used the microarray technology to profile miRNA expression of 78 benign kidney and ccRCC samples. Using 28 localized and metastatic ccRCC specimens as the training cohort and the univariate logistic regression and risk score methods, we developed a miRNA signature model in which the expression levels of miR-10b, miR-139-5p, miR-130b and miR-199b-5p were used to determine the status of ccRCC metastasis. We validated the signature in an independent 40-sample testing cohort of different stages of primary ccRCCs using the microarray data. Within the testing cohort patients who had at least 5 years follow-up if no metastasis developed, the signature showed a high sensitivity and specificity. The risk status was proven to be associated with the cancer-specific survival. Using the most stably expressed miRNA among benign and tumorous kidney tissue as the internal reference for normalization, we successfully converted his signature to be a quantitative PCR (qPCR)-based assay, which showed the same high sensitivity and specificity. The 4-miRNA is associated with ccRCC metastasis and prognosis. The signature is ready for and will benefit from further large clinical cohort validation and has the potential for clinical application. Public Library of Science 2012-05-18 /pmc/articles/PMC3356334/ /pubmed/22623952 http://dx.doi.org/10.1371/journal.pone.0035661 Text en Wu et al. http://creativecommons.org/licenses/by/4.0/ 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 properly credited. |
spellingShingle | Research Article Wu, Xiwei Weng, Lihong Li, Xuejun Guo, Chao Pal, Sumanta K. Jin, Jennifer M. Li, Yuping Nelson, Rebecca A. Mu, Bing Onami, Susan H. Wu, Jeffrey J. Ruel, Nora H. Wilczynski, Sharon P. Gao, Hanlin Covarrubias, Maricela Figlin, Robert A. Weiss, Lawrence M. Wu, Huiqing Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis |
title | Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis |
title_full | Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis |
title_fullStr | Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis |
title_full_unstemmed | Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis |
title_short | Identification of a 4-microRNA Signature for Clear Cell Renal Cell Carcinoma Metastasis and Prognosis |
title_sort | identification of a 4-microrna signature for clear cell renal cell carcinoma metastasis and prognosis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3356334/ https://www.ncbi.nlm.nih.gov/pubmed/22623952 http://dx.doi.org/10.1371/journal.pone.0035661 |
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