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Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma

  • Authors:
    • Xiaolin Yu
    • Yanxia Zhang
  • View Affiliations / Copyright

    Affiliations: Department of Internal Medicine of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing 100078, P.R. China, Department of Respiratory, Dongfang Hospital, Beijing University of Chinese Medicine, Beijing 100078, P.R. China
    Copyright: © Yu et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
  • Pages: 2793-2800
    |
    Published online on: February 17, 2020
       https://doi.org/10.3892/ol.2020.11400
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Abstract

Long non‑coding RNAs (lncRNAs) have a number of functions in various cellular processes and are potential prognostic factors for lung adenocarcinoma (LUAD). A gene risk model could provide novel evidence to improve the prediction of overall outcomes and provide more potential biomarkers. The present study aimed improve a previously published method of gene signature construction to make it more robust and accurate. The lncRNA expression profiles from 594 patients with LUAD were obtained from The Cancer Genome Atlas (TCGA) database and samples were divided into high‑ and low‑risk groups based on median risk scores calculated using a prognosis‑related risk score formula. Univariate Cox regression, least absolute shrinkage and selection operator algorithm and multivariate Cox regression were performed to construct a gene signature based on the differentially expressed lncRNAs in patients with LUAD. The robustness and accuracy of the present model was assessed using area under the calculated curves (AUC) and Kaplan‑Meier (K‑M) survival analysis of the high‑ and low‑risk cohorts. Potential biomarkers associated with survival status were then identified using K‑M survival analysis and potential biomarker functions were predicted using enrichment analysis of co‑expressed mRNAs. The gene signature constructed contained 44 lncRNAs. The AUCs for 3‑ and 5‑year survival with the model were 0.836 and 0.818, respectively, of a time‑dependent receiver operator characteristic curve. Moreover, lncRNAs AC124804.1 and MIR34AHG were identified using K‑M survival analysis and the potential function of these two lncRNAs was predicted using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes functional enrichment. The present lncRNA model provides novel insight which may improve prediction of prognosis for patients with LUAD and identify potentially novel biomarkers for the diagnosis.
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Copy and paste a formatted citation
Spandidos Publications style
Yu X and Zhang Y: Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma. Oncol Lett 19: 2793-2800, 2020.
APA
Yu, X., & Zhang, Y. (2020). Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma. Oncology Letters, 19, 2793-2800. https://doi.org/10.3892/ol.2020.11400
MLA
Yu, X., Zhang, Y."Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma". Oncology Letters 19.4 (2020): 2793-2800.
Chicago
Yu, X., Zhang, Y."Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma". Oncology Letters 19, no. 4 (2020): 2793-2800. https://doi.org/10.3892/ol.2020.11400
Copy and paste a formatted citation
x
Spandidos Publications style
Yu X and Zhang Y: Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma. Oncol Lett 19: 2793-2800, 2020.
APA
Yu, X., & Zhang, Y. (2020). Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma. Oncology Letters, 19, 2793-2800. https://doi.org/10.3892/ol.2020.11400
MLA
Yu, X., Zhang, Y."Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma". Oncology Letters 19.4 (2020): 2793-2800.
Chicago
Yu, X., Zhang, Y."Identification of a long non‑coding RNA signature for predicting prognosis and biomarkers in lung adenocarcinoma". Oncology Letters 19, no. 4 (2020): 2793-2800. https://doi.org/10.3892/ol.2020.11400
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