Integrated analysis of competitive endogenous RNA networks in elder patients with non-small cell lung cancer

Background: Lung cancer is one of the most prevalent cancers and the leading cause of cancer-related deaths worldwide; non-small cell lung cancer (NSCLC) comprises approximately 80% of all lung cancer cases. This study aimed to construct a competing endogenous RNA (ceRNA) network and identify prognostic signatures in elderly patients with NSCLC. Methods: We extracted data from elderly patients with NSCLC from The Cancer Genome Atlas and identified differentially expressed (DE) messenger RNAs (mRNAs), microRNAs (miRNAs), and long non-coding RNAs (lncRNAs). Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses were performed to investigate the functions of DEmRNAs. The interactions between RNAs were predicted using starBase, TargetScan, miRTarBase, and miRanda. Cytoscape version 3.0 was used to construct and visualize the lncRNA-miRNA-mRNA ceRNA network. The association between the expression levels of DERNAs in the constructed ceRNA network and overall survival was determined using the survival package in R software. Furthermore, another Gene Expression Omnibus cohort was studied to externally validate the ceRNA network. Results: In total, 2865 DEmRNAs, 62 DEmiRNAs, and 131 DElncRNAs were identified. Dysregulated mRNAs are enriched in cancer-related processes and pathways. A ceRNA network was constructed using 38 miRNAs, 61 lncRNAs, and 164 mRNAs. Of these, 3 lncRNAs, 3 miRNAs, and 16 mRNAs were closely related to overall survival. The MIR99AHG-hsa-miR-31-5p-PRKCE axis has been identified as a potential ceRNA network involved in the development of NSCLC in elderly individuals. External validation of the MIR99AHG-hsa-miR-31-5p-PRKCE axis in the GSE19804 cohort showed that PRKCE was downregulated and that MIR99AHG was upregulated in the tumor tissues of elderly patients with NSCLC compared with normal lung tissues. Conclusions: This study provides novel insights into the lncRNA-miRNA-mRNA ceRNA network and reveals potential biomarkers for the diagnosis and prognosis of elderly patients with NSCLC.

[1]  S. Horvath,et al.  ARDD 2020: from aging mechanisms to interventions , 2020, Aging.

[2]  M. Greabu,et al.  PI3K/AKT/mTOR Signaling Pathway in Breast Cancer: From Molecular Landscape to Clinical Aspects , 2020, International journal of molecular sciences.

[3]  Qiangfang Zhao,et al.  Long noncoding RNA MIR99AHG promotes gastric cancer progression by inducing EMT and inhibiting apoptosis via miR577/FOXP1 axis , 2020, Cancer cell international.

[4]  Bo Wu,et al.  Predictions of the dysregulated competing endogenous RNA signature involved in the progression of human lung adenocarcinoma. , 2020, Cancer biomarkers : section A of Disease markers.

[5]  Jaana M. Hartikainen,et al.  MicroRNAs Associated With Biological Pathways of Left- and Right-sided Colorectal Cancer , 2020, AntiCancer Research.

[6]  Y. Guan,et al.  Microarray data analysis on gene and miRNA expression to identify biomarkers in non-small cell lung cancer , 2020, BMC Cancer.

[7]  Shiguang Zhao,et al.  Construction of lncRNA‐associated ceRNA networks to identify prognostic lncRNA biomarkers for glioblastoma , 2020, Journal of cellular biochemistry.

[8]  Shuzhen Liu,et al.  Construction of a metastasis-associated ceRNA network reveals a prognostic signature in lung cancer , 2020, Cancer Cell International.

[9]  Wenwen Zhang,et al.  Integrative analysis of dysregulated lncRNA-associated ceRNA network reveals potential lncRNA biomarkers for human hepatocellular carcinoma , 2020, PeerJ.

[10]  Jianrong Xu,et al.  LncRNA Tincr regulates PKCɛ expression in a miR-31-5p-dependent manner in cardiomyocyte hypertrophy , 2020, Naunyn-Schmiedeberg's Archives of Pharmacology.

[11]  Shan-shan Lu,et al.  Analysis of lncRNA, miRNA and mRNA-associated ceRNA networks and identification of potential drug targets for drug-resistant non-small cell lung cancer , 2020, Journal of Cancer.

[12]  Min Gao,et al.  Candidate lncRNA–microRNA–mRNA networks in predicting non-small cell lung cancer and related prognosis analysis , 2020, Journal of Cancer Research and Clinical Oncology.

[13]  Binbin Lu,et al.  Up-regulated LINC01234 promotes non-small-cell lung cancer cell metastasis by activating VAV3 and repressing BTG2 expression , 2020, Journal of Hematology & Oncology.

[14]  Fan Li,et al.  Integrated analysis of a ceRNA network reveals potential prognostic lncRNAs in gastric cancer , 2020, Cancer medicine.

[15]  A. Jemal,et al.  Cancer statistics, 2020 , 2020, CA: a cancer journal for clinicians.

[16]  Changgang Sun,et al.  Competitive Endogenous RNA Network Construction and Comparison of Lung Squamous Cell Carcinoma in Smokers and Nonsmokers , 2019, Disease markers.

[17]  F. Slack,et al.  The Role of Non-coding RNAs in Oncology , 2019, Cell.

[18]  Xi-wen Wang,et al.  Construction of a competing endogenous RNA network using differentially expressed lncRNAs, miRNAs and mRNAs in non-small cell lung cancer , 2019, Oncology reports.

[19]  Y. Teng,et al.  Genome-Wide Identification of a Novel Eight-lncRNA Signature to Improve Prognostic Prediction in Head and Neck Squamous Cell Carcinoma , 2019, Front. Oncol..

[20]  Jinhong Zhu,et al.  The construction and analysis of the aberrant lncRNA-miRNA-mRNA network in non-small cell lung cancer. , 2019, Journal of thoracic disease.

[21]  ShuMei Feng,et al.  Comprehensive analysis of the aberrantly expressed lncRNA-associated ceRNA network in breast cancer , 2019, Molecular medicine reports.

[22]  T. Cai,et al.  Hypoxia‐sensitive LINC01436 is regulated by E2F6 and acts as an oncogene by targeting miR‐30a‐3p in non‐small cell lung cancer , 2019, Molecular oncology.

[23]  Nakano Takayuki,et al.  Advanced Non-Small-Cell Lung Cancer in Elderly Patients: Patient Features and Therapeutic Management , 2018, BioMed research international.

[24]  H. Bian,et al.  Integrated genomic analyses of lung squamous cell carcinoma for identification of a possible competitive endogenous RNA network by means of TCGA datasets , 2018, PeerJ.

[25]  Han Wu,et al.  Erratum to: Long non-coding RNA linc00673 regulated non-small cell lung cancer proliferation, migration, invasion and epithelial mesenchymal transition by sponging miR-150-5p , 2017, Molecular Cancer.

[26]  R. Nusse,et al.  Wnt/β-Catenin Signaling, Disease, and Emerging Therapeutic Modalities , 2017, Cell.

[27]  Ke Li,et al.  Circulating miRNA-21-5p as a diagnostic biomarker for pancreatic cancer: evidence from comprehensive miRNA expression profiling analysis and clinical validation , 2017, Scientific Reports.

[28]  A. Shostak Circadian Clock, Cell Division, and Cancer: From Molecules to Organism , 2017, International journal of molecular sciences.

[29]  I. Mellman,et al.  Elements of cancer immunity and the cancer–immune set point , 2017, Nature.

[30]  J. Beermann,et al.  Non-coding RNAs in Development and Disease: Background, Mechanisms, and Therapeutic Approaches. , 2016, Physiological reviews.

[31]  W. Fan,et al.  PKCε inhibits isolation and stemness of side population cells via the suppression of ABCB1 transporter and PI3K/Akt, MAPK/ERK signaling in renal cell carcinoma cell line 769P. , 2016, Cancer letters.

[32]  Z. Qiu,et al.  [Clinical Epidemiology and Histological Characteristics of 3,663 Lung Cancer Patients in Sichuan Province from 2008 to 2013]. , 2016, Zhongguo fei ai za zhi = Chinese journal of lung cancer.

[33]  Melissa J. Fullwood,et al.  Roles, Functions, and Mechanisms of Long Non-coding RNAs in Cancer , 2016, Genom. Proteom. Bioinform..

[34]  P. Jeggo,et al.  DNA repair, genome stability and cancer: a historical perspective , 2015, Nature Reviews Cancer.

[35]  Francesco Petrella,et al.  Non-small-cell lung cancer , 2015, Nature Reviews Disease Primers.

[36]  S. Emmrich,et al.  LincRNAs MONC and MIR100HG act as oncogenes in acute megakaryoblastic leukemia , 2014, Molecular Cancer.

[37]  C. Langer Clinical evidence on the undertreatment of older and poor performance patients who have advanced non-small-cell lung cancer: is there a role for targeted therapy in these cohorts? , 2011, Clinical lung cancer.

[38]  P. Pandolfi,et al.  A ceRNA Hypothesis: The Rosetta Stone of a Hidden RNA Language? , 2011, Cell.

[39]  J. Massagué,et al.  G1 cell-cycle control and cancer , 2004, Nature.