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Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma
BACKGROUND: Advances in genomics have greatly improved the survival rate in cancer patients. However, due to genetic heterogeneity, pancreatic ductal adenocarcinoma (PDAC) is still difficult to diagnose early, and its survival rate is extremely low. Therefore, we identified biomarkers that predict t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472433/ https://www.ncbi.nlm.nih.gov/pubmed/31043796 http://dx.doi.org/10.2147/OTT.S202101 |
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author | Goh, Tae Sik Ha, Mihyang Lee, Jung Sub Jeong, Dae Cheon Jung, Eun Sang Han, Myoung-Eun Kim, Yun Hak Oh, Sae-Ock |
author_facet | Goh, Tae Sik Ha, Mihyang Lee, Jung Sub Jeong, Dae Cheon Jung, Eun Sang Han, Myoung-Eun Kim, Yun Hak Oh, Sae-Ock |
author_sort | Goh, Tae Sik |
collection | PubMed |
description | BACKGROUND: Advances in genomics have greatly improved the survival rate in cancer patients. However, due to genetic heterogeneity, pancreatic ductal adenocarcinoma (PDAC) is still difficult to diagnose early, and its survival rate is extremely low. Therefore, we identified biomarkers that predict the prognosis of PDAC patients using independent cohort data. MATERIALS AND METHODS: To develop a novel prognostic biomarker, we used the gene expression and clinical data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). Kaplan–Meier survival curve using median values of genes as cutoff showed that EIF4G1 was the only statistically significant gene in the 3 cohorts. We analyzed the prognostic significance of EIF4G1 using the time-dependent area under the curve (AUC) of Uno’s C-index, the AUC value of the receiver operating characteristics (ROC) at 3 years, and multivariate Cox analysis. We also compared EIF4G1 levels between tumors and matched non-tumor tissues. RESULTS: EIF4G1 is the only prognostic gene in patients with PDAC, which was selected by Kaplan–Meier survival analysis. The survival curve showed that high expression of EIF4G1 was associated with poor prognosis of PDAC with a good discriminative ability in 3 independent cohorts. The risk stratifying ability of EIF4G1 was demonstrated by analyzing C-indices and AUC values. Multivariate Cox regression confirmed its prognostic significance. EIF4G1 expression was significantly higher in PDAC tissues than in the matched normal tissues. CONCLUSION: EIF4G1 could be used as a novel prognostic marker for PDAC and to determine suitable treatment options. |
format | Online Article Text |
id | pubmed-6472433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-64724332019-05-01 Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma Goh, Tae Sik Ha, Mihyang Lee, Jung Sub Jeong, Dae Cheon Jung, Eun Sang Han, Myoung-Eun Kim, Yun Hak Oh, Sae-Ock Onco Targets Ther Original Research BACKGROUND: Advances in genomics have greatly improved the survival rate in cancer patients. However, due to genetic heterogeneity, pancreatic ductal adenocarcinoma (PDAC) is still difficult to diagnose early, and its survival rate is extremely low. Therefore, we identified biomarkers that predict the prognosis of PDAC patients using independent cohort data. MATERIALS AND METHODS: To develop a novel prognostic biomarker, we used the gene expression and clinical data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). Kaplan–Meier survival curve using median values of genes as cutoff showed that EIF4G1 was the only statistically significant gene in the 3 cohorts. We analyzed the prognostic significance of EIF4G1 using the time-dependent area under the curve (AUC) of Uno’s C-index, the AUC value of the receiver operating characteristics (ROC) at 3 years, and multivariate Cox analysis. We also compared EIF4G1 levels between tumors and matched non-tumor tissues. RESULTS: EIF4G1 is the only prognostic gene in patients with PDAC, which was selected by Kaplan–Meier survival analysis. The survival curve showed that high expression of EIF4G1 was associated with poor prognosis of PDAC with a good discriminative ability in 3 independent cohorts. The risk stratifying ability of EIF4G1 was demonstrated by analyzing C-indices and AUC values. Multivariate Cox regression confirmed its prognostic significance. EIF4G1 expression was significantly higher in PDAC tissues than in the matched normal tissues. CONCLUSION: EIF4G1 could be used as a novel prognostic marker for PDAC and to determine suitable treatment options. Dove Medical Press 2019-04-15 /pmc/articles/PMC6472433/ /pubmed/31043796 http://dx.doi.org/10.2147/OTT.S202101 Text en © 2019 Goh et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Goh, Tae Sik Ha, Mihyang Lee, Jung Sub Jeong, Dae Cheon Jung, Eun Sang Han, Myoung-Eun Kim, Yun Hak Oh, Sae-Ock Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma |
title | Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma |
title_full | Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma |
title_fullStr | Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma |
title_full_unstemmed | Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma |
title_short | Prognostic significance of EIF4G1 in patients with pancreatic ductal adenocarcinoma |
title_sort | prognostic significance of eif4g1 in patients with pancreatic ductal adenocarcinoma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472433/ https://www.ncbi.nlm.nih.gov/pubmed/31043796 http://dx.doi.org/10.2147/OTT.S202101 |
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