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A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma
Nasopharyngeal carcinoma (NPC) is a rare malignancy, with the unique geographical and ethnically characteristics of distribution. Gene chip and bioinformatics have been employed to reveal regulatory mechanisms in current functional genomics. However, a practical solution addressing the unresolved as...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012388/ https://www.ncbi.nlm.nih.gov/pubmed/33790390 http://dx.doi.org/10.1038/s41598-021-86809-8 |
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author | Liu, Chengyou Guo, Peijie Zhou, Leilei Wang, Yuhe Tian, Shuchang Ding, Yong Wu, Jing Zhu, Junlin Wang, Yu |
author_facet | Liu, Chengyou Guo, Peijie Zhou, Leilei Wang, Yuhe Tian, Shuchang Ding, Yong Wu, Jing Zhu, Junlin Wang, Yu |
author_sort | Liu, Chengyou |
collection | PubMed |
description | Nasopharyngeal carcinoma (NPC) is a rare malignancy, with the unique geographical and ethnically characteristics of distribution. Gene chip and bioinformatics have been employed to reveal regulatory mechanisms in current functional genomics. However, a practical solution addressing the unresolved aspects of microarray data processing and analysis have been long pursuit. This study developed a new method to improve the accuracy of identifying key biomarkers, namely Unit Gamma Measurement (UGM), accounting for multiple hypotheses test statistics distribution, which could reduce the dependency problem. Three mRNA expression profile of NPC were selected to feed UGM. Differentially expressed genes (DEGs) were identified with UGM and hub genes were derived from them to explore their association with NPC using functional enrichment and pathway analysis. 47 potential DEGs were identified by UGM from the 3 selected datasets, and affluent in cysteine-type endopeptidase inhibitor activity, cilium movement, extracellular exosome etc. also participate in ECM-receptor interaction, chemical carcinogenesis, TNF signaling pathway, small cell lung cancer and mismatch repair pathway. Down-regulation of CAPS and WFDC2 can prolongation of the overall survival periods in the patients. ARMC4, SERPINB3, MUC4 etc. have a close relationship with NPC. The UGM is a practical method to identify NPC-associated genes and biomarkers. |
format | Online Article Text |
id | pubmed-8012388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80123882021-04-01 A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma Liu, Chengyou Guo, Peijie Zhou, Leilei Wang, Yuhe Tian, Shuchang Ding, Yong Wu, Jing Zhu, Junlin Wang, Yu Sci Rep Article Nasopharyngeal carcinoma (NPC) is a rare malignancy, with the unique geographical and ethnically characteristics of distribution. Gene chip and bioinformatics have been employed to reveal regulatory mechanisms in current functional genomics. However, a practical solution addressing the unresolved aspects of microarray data processing and analysis have been long pursuit. This study developed a new method to improve the accuracy of identifying key biomarkers, namely Unit Gamma Measurement (UGM), accounting for multiple hypotheses test statistics distribution, which could reduce the dependency problem. Three mRNA expression profile of NPC were selected to feed UGM. Differentially expressed genes (DEGs) were identified with UGM and hub genes were derived from them to explore their association with NPC using functional enrichment and pathway analysis. 47 potential DEGs were identified by UGM from the 3 selected datasets, and affluent in cysteine-type endopeptidase inhibitor activity, cilium movement, extracellular exosome etc. also participate in ECM-receptor interaction, chemical carcinogenesis, TNF signaling pathway, small cell lung cancer and mismatch repair pathway. Down-regulation of CAPS and WFDC2 can prolongation of the overall survival periods in the patients. ARMC4, SERPINB3, MUC4 etc. have a close relationship with NPC. The UGM is a practical method to identify NPC-associated genes and biomarkers. Nature Publishing Group UK 2021-03-31 /pmc/articles/PMC8012388/ /pubmed/33790390 http://dx.doi.org/10.1038/s41598-021-86809-8 Text en © The Author(s) 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Liu, Chengyou Guo, Peijie Zhou, Leilei Wang, Yuhe Tian, Shuchang Ding, Yong Wu, Jing Zhu, Junlin Wang, Yu A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
title | A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
title_full | A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
title_fullStr | A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
title_full_unstemmed | A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
title_short | A practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
title_sort | practical method to screen and identify functioning biomarkers in nasopharyngeal carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012388/ https://www.ncbi.nlm.nih.gov/pubmed/33790390 http://dx.doi.org/10.1038/s41598-021-86809-8 |
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