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Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma
OBJECTIVE: To identify the prognostic indicators of esophageal adenocarcinoma (EAC) for future EAC diagnosis and treatment. METHODS: The EAC dataset from The Cancer Genome Atlas was screened for differentially expressed microRNAs (miRNAs) and mRNAs associated with EAC. Weighted gene coexpression net...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951500/ https://www.ncbi.nlm.nih.gov/pubmed/36829221 http://dx.doi.org/10.1186/s13062-022-00352-8 |
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author | Ji, Yun Wang, Lulu Chang, Guanglei Yan, Juan Dai, Liping Ji, Zhenyu Liu, Jingjing He, Meixia Xu, Hongliang Zhang, Liguo |
author_facet | Ji, Yun Wang, Lulu Chang, Guanglei Yan, Juan Dai, Liping Ji, Zhenyu Liu, Jingjing He, Meixia Xu, Hongliang Zhang, Liguo |
author_sort | Ji, Yun |
collection | PubMed |
description | OBJECTIVE: To identify the prognostic indicators of esophageal adenocarcinoma (EAC) for future EAC diagnosis and treatment. METHODS: The EAC dataset from The Cancer Genome Atlas was screened for differentially expressed microRNAs (miRNAs) and mRNAs associated with EAC. Weighted gene coexpression network analysis was performed to cluster miRNAs or mRNA with similar expression patterns to identify the miRNAs or mRNA that are highly associated with EAC. Prognostic miRNAs for overall survival (OS) were identified using Cox proportional-hazards regression analysis and least absolute shrinkage and selection operator based on survival duration and status. Two types of miRNAs were selected to develop a prognostic signature model for EAC using multiple Cox regression analysis. Furthermore, the signature was validated using internal validation sets 1 and 2. The receiver operating characteristic curve and concordance index were used to evaluate the accuracy of the signature and validation sets. The expression of miR-421, miR-550a-3p, and miR-550a-5p was assessed using quantitative polymerase chain reaction (qPCR). The proliferation, invasion, and migration of EAC cells were assessed using CCK8 and transwell assays. The OS of target mRNAs was assessed using Kaplan–Meier analysis. Functional enrichment analysis of the target mRNAs was performed using Metascape. RESULTS: The prognostic signature and validation sets comprising mir-421 and mir-550a-1 had favorable predictive power in OS. Compared with the patients with EAC in the high-expression group, those assigned to the low-expression group displayed increased OS according to survival analysis. Differential and qPCR analysis showed that miR-421, miR-550a-3p, and miR-550a-5p were highly expressed in the EAC tissues and cell lines. Moreover, the downregulation of miR-421 and miR-550a-3p with inhibitor markedly suppressed the proliferation, invasion, and migration in OE33 cells compared with the negative control. A total of 20 target mRNAs of three miRNAs were predicted, among which seven target mRNAs—ASAP3, BCL2L2, LMF1, PPM1L, PTPN21, SLC18A2, and NR3C2—had prognostic value; PRKACB, PDCD4, RPS6KA5, and BCL2L2 were enriched in the miRNA cancer pathway. CONCLUSION: Prognostic indicators of EAC may be useful in future EAC diagnosis and treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13062-022-00352-8.. |
format | Online Article Text |
id | pubmed-9951500 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99515002023-02-25 Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma Ji, Yun Wang, Lulu Chang, Guanglei Yan, Juan Dai, Liping Ji, Zhenyu Liu, Jingjing He, Meixia Xu, Hongliang Zhang, Liguo Biol Direct Research OBJECTIVE: To identify the prognostic indicators of esophageal adenocarcinoma (EAC) for future EAC diagnosis and treatment. METHODS: The EAC dataset from The Cancer Genome Atlas was screened for differentially expressed microRNAs (miRNAs) and mRNAs associated with EAC. Weighted gene coexpression network analysis was performed to cluster miRNAs or mRNA with similar expression patterns to identify the miRNAs or mRNA that are highly associated with EAC. Prognostic miRNAs for overall survival (OS) were identified using Cox proportional-hazards regression analysis and least absolute shrinkage and selection operator based on survival duration and status. Two types of miRNAs were selected to develop a prognostic signature model for EAC using multiple Cox regression analysis. Furthermore, the signature was validated using internal validation sets 1 and 2. The receiver operating characteristic curve and concordance index were used to evaluate the accuracy of the signature and validation sets. The expression of miR-421, miR-550a-3p, and miR-550a-5p was assessed using quantitative polymerase chain reaction (qPCR). The proliferation, invasion, and migration of EAC cells were assessed using CCK8 and transwell assays. The OS of target mRNAs was assessed using Kaplan–Meier analysis. Functional enrichment analysis of the target mRNAs was performed using Metascape. RESULTS: The prognostic signature and validation sets comprising mir-421 and mir-550a-1 had favorable predictive power in OS. Compared with the patients with EAC in the high-expression group, those assigned to the low-expression group displayed increased OS according to survival analysis. Differential and qPCR analysis showed that miR-421, miR-550a-3p, and miR-550a-5p were highly expressed in the EAC tissues and cell lines. Moreover, the downregulation of miR-421 and miR-550a-3p with inhibitor markedly suppressed the proliferation, invasion, and migration in OE33 cells compared with the negative control. A total of 20 target mRNAs of three miRNAs were predicted, among which seven target mRNAs—ASAP3, BCL2L2, LMF1, PPM1L, PTPN21, SLC18A2, and NR3C2—had prognostic value; PRKACB, PDCD4, RPS6KA5, and BCL2L2 were enriched in the miRNA cancer pathway. CONCLUSION: Prognostic indicators of EAC may be useful in future EAC diagnosis and treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13062-022-00352-8.. BioMed Central 2023-02-24 /pmc/articles/PMC9951500/ /pubmed/36829221 http://dx.doi.org/10.1186/s13062-022-00352-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ji, Yun Wang, Lulu Chang, Guanglei Yan, Juan Dai, Liping Ji, Zhenyu Liu, Jingjing He, Meixia Xu, Hongliang Zhang, Liguo Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
title | Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
title_full | Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
title_fullStr | Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
title_full_unstemmed | Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
title_short | Mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
title_sort | mir-421 and mir-550a-1 are potential prognostic markers in esophageal adenocarcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951500/ https://www.ncbi.nlm.nih.gov/pubmed/36829221 http://dx.doi.org/10.1186/s13062-022-00352-8 |
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