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MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia
Since brain tissue is not readily accessible, a new focus in search of biomarkers for schizophrenia is blood-based expression profiling of non-protein coding genes such as microRNAs (miRNAs), which regulate gene expression by inhibiting the translation of messenger RNAs. This study aimed to identify...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3126851/ https://www.ncbi.nlm.nih.gov/pubmed/21738743 http://dx.doi.org/10.1371/journal.pone.0021635 |
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author | Lai, Chi-Yu Yu, Sung-Liang Hsieh, Ming H. Chen, Chun-Houh Chen, Hsuan-Yu Wen, Chun-Chiang Huang, Yung-Hsiang Hsiao, Po-Chang Hsiao, Chuhsing Kate Liu, Chih-Min Yang, Pan-Chyr Hwu, Hai-Gwo Chen, Wei J. |
author_facet | Lai, Chi-Yu Yu, Sung-Liang Hsieh, Ming H. Chen, Chun-Houh Chen, Hsuan-Yu Wen, Chun-Chiang Huang, Yung-Hsiang Hsiao, Po-Chang Hsiao, Chuhsing Kate Liu, Chih-Min Yang, Pan-Chyr Hwu, Hai-Gwo Chen, Wei J. |
author_sort | Lai, Chi-Yu |
collection | PubMed |
description | Since brain tissue is not readily accessible, a new focus in search of biomarkers for schizophrenia is blood-based expression profiling of non-protein coding genes such as microRNAs (miRNAs), which regulate gene expression by inhibiting the translation of messenger RNAs. This study aimed to identify potential miRNA signature for schizophrenia by comparing genome-wide miRNA expression profiles in patients with schizophrenia vs. healthy controls. A genome-wide miRNA expression profiling was performed using a Taqman array of 365 human miRNAs in the mononuclear leukocytes of a learning set of 30 cases and 30 controls. The discriminating performance of potential biomarkers was validated in an independent testing set of 60 cases and 30 controls. The expression levels of the miRNA signature were then evaluated for their correlation with the patients' clinical symptoms, neurocognitive performances, and neurophysiological functions. A seven-miRNA signature (hsa-miR-34a, miR-449a, miR-564, miR-432, miR-548d, miR-572 and miR-652) was derived from a supervised classification with internal cross-validation, with an area under the curve (AUC) of receiver operating characteristics of 93%. The putative signature was then validated in the testing set, with an AUC of 85%. Among these miRNAs, miR-34a was differentially expressed between cases and controls in both the learning (P = 0.005) and the testing set (P = 0.002). These miRNAs were differentially correlated with patients' negative symptoms, neurocognitive performance scores, and event-related potentials. The results indicated that the mononuclear leukocyte-based miRNA profiling is a feasible way to identify biomarkers for schizophrenia, and the seven-miRNA signature warrants further investigation. |
format | Online Article Text |
id | pubmed-3126851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-31268512011-07-07 MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia Lai, Chi-Yu Yu, Sung-Liang Hsieh, Ming H. Chen, Chun-Houh Chen, Hsuan-Yu Wen, Chun-Chiang Huang, Yung-Hsiang Hsiao, Po-Chang Hsiao, Chuhsing Kate Liu, Chih-Min Yang, Pan-Chyr Hwu, Hai-Gwo Chen, Wei J. PLoS One Research Article Since brain tissue is not readily accessible, a new focus in search of biomarkers for schizophrenia is blood-based expression profiling of non-protein coding genes such as microRNAs (miRNAs), which regulate gene expression by inhibiting the translation of messenger RNAs. This study aimed to identify potential miRNA signature for schizophrenia by comparing genome-wide miRNA expression profiles in patients with schizophrenia vs. healthy controls. A genome-wide miRNA expression profiling was performed using a Taqman array of 365 human miRNAs in the mononuclear leukocytes of a learning set of 30 cases and 30 controls. The discriminating performance of potential biomarkers was validated in an independent testing set of 60 cases and 30 controls. The expression levels of the miRNA signature were then evaluated for their correlation with the patients' clinical symptoms, neurocognitive performances, and neurophysiological functions. A seven-miRNA signature (hsa-miR-34a, miR-449a, miR-564, miR-432, miR-548d, miR-572 and miR-652) was derived from a supervised classification with internal cross-validation, with an area under the curve (AUC) of receiver operating characteristics of 93%. The putative signature was then validated in the testing set, with an AUC of 85%. Among these miRNAs, miR-34a was differentially expressed between cases and controls in both the learning (P = 0.005) and the testing set (P = 0.002). These miRNAs were differentially correlated with patients' negative symptoms, neurocognitive performance scores, and event-related potentials. The results indicated that the mononuclear leukocyte-based miRNA profiling is a feasible way to identify biomarkers for schizophrenia, and the seven-miRNA signature warrants further investigation. Public Library of Science 2011-06-29 /pmc/articles/PMC3126851/ /pubmed/21738743 http://dx.doi.org/10.1371/journal.pone.0021635 Text en Lai 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 Lai, Chi-Yu Yu, Sung-Liang Hsieh, Ming H. Chen, Chun-Houh Chen, Hsuan-Yu Wen, Chun-Chiang Huang, Yung-Hsiang Hsiao, Po-Chang Hsiao, Chuhsing Kate Liu, Chih-Min Yang, Pan-Chyr Hwu, Hai-Gwo Chen, Wei J. MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia |
title | MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia |
title_full | MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia |
title_fullStr | MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia |
title_full_unstemmed | MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia |
title_short | MicroRNA Expression Aberration as Potential Peripheral Blood Biomarkers for Schizophrenia |
title_sort | microrna expression aberration as potential peripheral blood biomarkers for schizophrenia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3126851/ https://www.ncbi.nlm.nih.gov/pubmed/21738743 http://dx.doi.org/10.1371/journal.pone.0021635 |
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