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Erschienen in: European Archives of Oto-Rhino-Laryngology 5/2021

12.08.2020 | Head and Neck

Identification of core miRNA prognostic markers in patients with laryngeal cancer using bioinformatics analysis

verfasst von: Guan-Jiang Huang, Bei-Bei Yang

Erschienen in: European Archives of Oto-Rhino-Laryngology | Ausgabe 5/2021

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Abstract

Purpose

Lots of studies indicated that many microRNAs (miRNAs) are associated with the prognosis of patients with laryngeal cancer (LC). The objective of our study is to identify potential core miRNAs associated with the pathogenesis and prognosis of LC.

Methods

Using the Cancer Genome Atlast database, we identified 70 differentially expressed miRNAs between LC tumor specimens and non-tumor specimens. Then Cox regression analyses and the least absolute shrinkage and selection operator regression signature were performed to detect miRNA prognostic markers. A nomogram integrating miRNA prognostic markers was constructed to predict overall survival (OS) for LC patients. The potential target genes of the key miRNA were predicted by miRTarBase and miRDB databases. Subsequently, their potential functions were revealed by gene ontology annotation and kyoto encyclopedia of genes and genomes pathway enrichment analysis. Related biological pathways of the key target gene involved in LC were detected through gene set enrichment analysis (GSEA).

Results

A prognostic miRNA signature was constructed. The up-regulated miR‐105–1 was related to a worse OS (p = 0.043), which suggested that miR‐105–1 may likely be the key miRNA prognostic marker. Survival analyses and paired expression analyses of target genes indicated that ENDOU may be the key target gene. Finally, we conducted GSEA to elucidate the pathways enriched between low- and high-ENDOU expression datasets.

Conclusion

Our findings might bring some new light on the pathogenesis of LC. Then, it might facilitate doctors to predict the prognosis and improve treatment outcomes for LC patients. However, the behaviors of LC are relatively heterogeneous, and the TCGA database cannot provide detailed information about the subsites and treatment modalities of LC. Further molecular biological experiments and clinical investigations would be required to confirm this conclusion.
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Literatur
1.
Zurück zum Zitat Ho AS, Kim S, Tighiouart M et al (2018) Association of quantitative metastatic lymph node burden with survival in hypopharyngeal and laryngeal cancer. JAMA Oncol 4:985–989PubMed Ho AS, Kim S, Tighiouart M et al (2018) Association of quantitative metastatic lymph node burden with survival in hypopharyngeal and laryngeal cancer. JAMA Oncol 4:985–989PubMed
2.
Zurück zum Zitat Strieth S, Ernst BP, Both I et al (2019) Randomized controlled single-blinded clinical trial of functional voice outcome after vascular targeting KTP laser microsurgery of early laryngeal cancer. Head Neck 41:899–907PubMedPubMedCentral Strieth S, Ernst BP, Both I et al (2019) Randomized controlled single-blinded clinical trial of functional voice outcome after vascular targeting KTP laser microsurgery of early laryngeal cancer. Head Neck 41:899–907PubMedPubMedCentral
3.
Zurück zum Zitat Siegel RL, Miller KD, Jemal A (2019) Cancer statistics, 2019. CA Cancer J Clin 69:7–34PubMed Siegel RL, Miller KD, Jemal A (2019) Cancer statistics, 2019. CA Cancer J Clin 69:7–34PubMed
4.
Zurück zum Zitat Shukla GC, Singh J, Barik S (2011) MicroRNAs: processing, maturation, target recognition and regulatory functions. Mol Cell Pharmacol 3:83–92PubMedPubMedCentral Shukla GC, Singh J, Barik S (2011) MicroRNAs: processing, maturation, target recognition and regulatory functions. Mol Cell Pharmacol 3:83–92PubMedPubMedCentral
6.
Zurück zum Zitat Fujii T, Shimada K, Nakai T, Ohbayashi C (2018) MicroRNAs in smoking-related carcinogenesis: biomarkers, functions, and therapy. J Clin Med 7:E98PubMed Fujii T, Shimada K, Nakai T, Ohbayashi C (2018) MicroRNAs in smoking-related carcinogenesis: biomarkers, functions, and therapy. J Clin Med 7:E98PubMed
7.
Zurück zum Zitat D'Angelo B, Benedetti E, Cimini A, Giordano A (2016) MicroRNAs: a puzzling tool in cancer diagnostics and therapy. Anticancer Res 36:5571–5575PubMed D'Angelo B, Benedetti E, Cimini A, Giordano A (2016) MicroRNAs: a puzzling tool in cancer diagnostics and therapy. Anticancer Res 36:5571–5575PubMed
8.
Zurück zum Zitat Hayes J, Peruzzi PP, Lawler S (2014) MicroRNAs in cancer: biomarkers, functions and therapy. Trends Mol Med 20:460–469PubMed Hayes J, Peruzzi PP, Lawler S (2014) MicroRNAs in cancer: biomarkers, functions and therapy. Trends Mol Med 20:460–469PubMed
9.
Zurück zum Zitat Tian L, Cao J, Jiao H et al (2019) CircRASSF2 promotes laryngeal squamous cell carcinoma progression by regulating the miR-302b-3p/IGF-1R axis. Clin Sci (Lond) 133:1053–1066 Tian L, Cao J, Jiao H et al (2019) CircRASSF2 promotes laryngeal squamous cell carcinoma progression by regulating the miR-302b-3p/IGF-1R axis. Clin Sci (Lond) 133:1053–1066
10.
Zurück zum Zitat Li P, Yang Y, Liu H et al (2017) MiR-194 functions as a tumor suppressor in laryngeal squamous cell carcinoma by targeting Wee1. J Hematol Oncol 10:32PubMedPubMedCentral Li P, Yang Y, Liu H et al (2017) MiR-194 functions as a tumor suppressor in laryngeal squamous cell carcinoma by targeting Wee1. J Hematol Oncol 10:32PubMedPubMedCentral
11.
Zurück zum Zitat Garo KS, Miroslavov PT, Stancheva G et al (2020) Novel insights into laryngeal squamous cell carcinoma from association study of aberrantly expressed miRNAs, lncRNAs and clinical features in Bulgarian patients. J BUON 25:357–366 Garo KS, Miroslavov PT, Stancheva G et al (2020) Novel insights into laryngeal squamous cell carcinoma from association study of aberrantly expressed miRNAs, lncRNAs and clinical features in Bulgarian patients. J BUON 25:357–366
12.
Zurück zum Zitat Hutter C, Zenklusen JC (2018) The cancer genome atlas: creating lasting value beyond its data. Cell 173:283–285PubMed Hutter C, Zenklusen JC (2018) The cancer genome atlas: creating lasting value beyond its data. Cell 173:283–285PubMed
13.
Zurück zum Zitat Liu J, Lichtenberg T, Hoadley KA et al (2018) An integrated TCGA pan-cancer clinical data resource to drive high-quality survival outcome analytics. Cell 173:400–416PubMedPubMedCentral Liu J, Lichtenberg T, Hoadley KA et al (2018) An integrated TCGA pan-cancer clinical data resource to drive high-quality survival outcome analytics. Cell 173:400–416PubMedPubMedCentral
14.
Zurück zum Zitat Wang Z, Song Q, Yang Z et al (2019) Construction of immune-related risk signature for renal papillary cell carcinoma. Cancer Med 8:289–304PubMed Wang Z, Song Q, Yang Z et al (2019) Construction of immune-related risk signature for renal papillary cell carcinoma. Cancer Med 8:289–304PubMed
15.
Zurück zum Zitat Berardi G, Morise Z, Sposito C et al (2019) Development of a nomogram to predict outcome after liver resection for hepatocellular carcinoma in child-pugh b cirrhosis. J Hepatol 72:75–84PubMed Berardi G, Morise Z, Sposito C et al (2019) Development of a nomogram to predict outcome after liver resection for hepatocellular carcinoma in child-pugh b cirrhosis. J Hepatol 72:75–84PubMed
16.
Zurück zum Zitat Subramanian A, Tamayo P, Mootha VK et al (2005) Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA 102:15545–15550PubMedPubMedCentral Subramanian A, Tamayo P, Mootha VK et al (2005) Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA 102:15545–15550PubMedPubMedCentral
17.
Zurück zum Zitat Gao W, Zhang Y, Niu M et al (2019) Identification of miR-145-5p-centered competing endogenous rna network in laryngeal squamous cell carcinoma. Proteomics 19:e1900020PubMed Gao W, Zhang Y, Niu M et al (2019) Identification of miR-145-5p-centered competing endogenous rna network in laryngeal squamous cell carcinoma. Proteomics 19:e1900020PubMed
18.
Zurück zum Zitat Zhou ZX, Zhang ZP, Tao ZZ, Tan TZ (2018) MiR-632 promotes laryngeal carcinoma cell proliferation, migration and invasion through negative regulation of GSK3beta. Oncol Res 28:21–31PubMed Zhou ZX, Zhang ZP, Tao ZZ, Tan TZ (2018) MiR-632 promotes laryngeal carcinoma cell proliferation, migration and invasion through negative regulation of GSK3beta. Oncol Res 28:21–31PubMed
19.
Zurück zum Zitat Cai K, Wang Y, Bao X (2011) MiR-106b promotes cell proliferation via targeting RB in laryngeal carcinoma. J Exp Clin Cancer Res 30:73PubMedPubMedCentral Cai K, Wang Y, Bao X (2011) MiR-106b promotes cell proliferation via targeting RB in laryngeal carcinoma. J Exp Clin Cancer Res 30:73PubMedPubMedCentral
20.
Zurück zum Zitat Gao C, Hu S (2019) miR-506 is a YAP1-dependent tumor suppressor in laryngeal squamous cell carcinoma. Cancer Biol Ther 20:826–836PubMedPubMedCentral Gao C, Hu S (2019) miR-506 is a YAP1-dependent tumor suppressor in laryngeal squamous cell carcinoma. Cancer Biol Ther 20:826–836PubMedPubMedCentral
21.
Zurück zum Zitat Gao W, Zhang C, Li W et al (2019) Promoter methylation-regulated miR-145-5p inhibits laryngeal squamous cell carcinoma progression by targeting FSCN1. Mol Ther 27:365–379PubMed Gao W, Zhang C, Li W et al (2019) Promoter methylation-regulated miR-145-5p inhibits laryngeal squamous cell carcinoma progression by targeting FSCN1. Mol Ther 27:365–379PubMed
22.
Zurück zum Zitat Karatas OF (2018) Antiproliferative potential of miR-33a in laryngeal cancer Hep-2 cells via targeting PIM1. Head Neck 40:2455–2461PubMed Karatas OF (2018) Antiproliferative potential of miR-33a in laryngeal cancer Hep-2 cells via targeting PIM1. Head Neck 40:2455–2461PubMed
23.
Zurück zum Zitat Ottaviani S, Stebbing J, Frampton AE et al (2018) TGF-beta induces miR-100 and miR-125b but blocks let-7a through LIN28B controlling PDAC progression. Nat Commun 9:1845PubMedPubMedCentral Ottaviani S, Stebbing J, Frampton AE et al (2018) TGF-beta induces miR-100 and miR-125b but blocks let-7a through LIN28B controlling PDAC progression. Nat Commun 9:1845PubMedPubMedCentral
24.
Zurück zum Zitat Khalaj M, Woolthuis CM, Hu W et al (2017) miR-99 regulates normal and malignant hematopoietic stem cell self-renewal. J Exp Med 214:2453–2470PubMedPubMedCentral Khalaj M, Woolthuis CM, Hu W et al (2017) miR-99 regulates normal and malignant hematopoietic stem cell self-renewal. J Exp Med 214:2453–2470PubMedPubMedCentral
25.
Zurück zum Zitat Funamizu N, Lacy CR, Kamada M, Yanaga K, Manome Y (2019) microRNA-200b and -301 are associated with gemcitabine response as biomarkers in pancreatic carcinoma cells. Int J Oncol 54:991–1000PubMed Funamizu N, Lacy CR, Kamada M, Yanaga K, Manome Y (2019) microRNA-200b and -301 are associated with gemcitabine response as biomarkers in pancreatic carcinoma cells. Int J Oncol 54:991–1000PubMed
26.
Zurück zum Zitat Dong P, Xiong Y, Yu J et al (2018) Control of PD-L1 expression by miR-140/142/340/383 and oncogenic activation of the OCT4-miR-18a pathway in cervical cancer. Oncogene 37:5257–5268PubMedPubMedCentral Dong P, Xiong Y, Yu J et al (2018) Control of PD-L1 expression by miR-140/142/340/383 and oncogenic activation of the OCT4-miR-18a pathway in cervical cancer. Oncogene 37:5257–5268PubMedPubMedCentral
27.
Zurück zum Zitat Fang SS, Guo JC, Zhang JH et al (2019) A P53-related microRNA model for predicting the prognosis of hepatocellular carcinoma patients. J Cell Physiol 235:3569–3578PubMed Fang SS, Guo JC, Zhang JH et al (2019) A P53-related microRNA model for predicting the prognosis of hepatocellular carcinoma patients. J Cell Physiol 235:3569–3578PubMed
28.
Zurück zum Zitat Ma YS, Wu TM, Lv ZW et al (2017) High expression of miR-105-1 positively correlates with clinical prognosis of hepatocellular carcinoma by targeting oncogene NCOA1. Oncotarget 8:11896–11905PubMedPubMedCentral Ma YS, Wu TM, Lv ZW et al (2017) High expression of miR-105-1 positively correlates with clinical prognosis of hepatocellular carcinoma by targeting oncogene NCOA1. Oncotarget 8:11896–11905PubMedPubMedCentral
29.
Zurück zum Zitat Lu G, Fu D, Jia C et al (2017) Reduced miR-105-1 levels are associated with poor survival of patients with non-small cell lung cancer. Oncol Lett 14:7842–7848PubMedPubMedCentral Lu G, Fu D, Jia C et al (2017) Reduced miR-105-1 levels are associated with poor survival of patients with non-small cell lung cancer. Oncol Lett 14:7842–7848PubMedPubMedCentral
30.
Zurück zum Zitat Wei S, Liu K, He Q, Gao Y, Shen L (2019) PES1 is regulated by CD44 in liver cancer stem cells via miR-105-5p. FEBS Lett 593:1777–1786PubMed Wei S, Liu K, He Q, Gao Y, Shen L (2019) PES1 is regulated by CD44 in liver cancer stem cells via miR-105-5p. FEBS Lett 593:1777–1786PubMed
31.
Zurück zum Zitat Zuo JJ, Tao ZZ, Chen C et al (2017) Characteristics of cigarette smoking without alcohol consumption and laryngeal cancer: overall and time-risk relation. A meta-analysis of observational studies. Eur Arch Otorhinolaryngol 274:1617–1631PubMed Zuo JJ, Tao ZZ, Chen C et al (2017) Characteristics of cigarette smoking without alcohol consumption and laryngeal cancer: overall and time-risk relation. A meta-analysis of observational studies. Eur Arch Otorhinolaryngol 274:1617–1631PubMed
32.
Zurück zum Zitat Kariche N, Hortal MT, Benyahia S et al (2018) Comparative assessment of HPV, alcohol and tobacco etiological fractions in Algerian patients with laryngeal squamous cell carcinoma. Infect Agent Cancer 13:8PubMedPubMedCentral Kariche N, Hortal MT, Benyahia S et al (2018) Comparative assessment of HPV, alcohol and tobacco etiological fractions in Algerian patients with laryngeal squamous cell carcinoma. Infect Agent Cancer 13:8PubMedPubMedCentral
33.
Zurück zum Zitat Zhu Y, Guo L, Wang S, Yu Q, Lu J (2018) Association of smoking and XPG, CYP1A1, OGG1, ERCC5, ERCC1, MMP2, and MMP9 gene polymorphisms with the early detection and occurrence of laryngeal squamous carcinoma. J Cancer 9:968–977PubMedPubMedCentral Zhu Y, Guo L, Wang S, Yu Q, Lu J (2018) Association of smoking and XPG, CYP1A1, OGG1, ERCC5, ERCC1, MMP2, and MMP9 gene polymorphisms with the early detection and occurrence of laryngeal squamous carcinoma. J Cancer 9:968–977PubMedPubMedCentral
34.
Zurück zum Zitat Cao S, Huang Y, Zhang Q et al (2019) Molecular mechanisms of apoptosis and autophagy elicited by combined treatment with oridonin and cetuximab in laryngeal squamous cell carcinoma. Apoptosis 24:33–45PubMed Cao S, Huang Y, Zhang Q et al (2019) Molecular mechanisms of apoptosis and autophagy elicited by combined treatment with oridonin and cetuximab in laryngeal squamous cell carcinoma. Apoptosis 24:33–45PubMed
35.
Zurück zum Zitat Lin C, Wang Z, Li L et al (2015) The role of autophagy in the cytotoxicity induced by recombinant human arginase in laryngeal squamous cell carcinoma. Appl Microbiol Biotechnol 99:8487–8494PubMed Lin C, Wang Z, Li L et al (2015) The role of autophagy in the cytotoxicity induced by recombinant human arginase in laryngeal squamous cell carcinoma. Appl Microbiol Biotechnol 99:8487–8494PubMed
36.
Zurück zum Zitat Teng B, Zhao L, Gao J et al (2017) 20(s)-Protopanaxadiol (PPD) increases the radiotherapy sensitivity of laryngeal carcinoma. Food Funct 8:4469–4477PubMed Teng B, Zhao L, Gao J et al (2017) 20(s)-Protopanaxadiol (PPD) increases the radiotherapy sensitivity of laryngeal carcinoma. Food Funct 8:4469–4477PubMed
37.
Zurück zum Zitat Dai F, Chen G, Wang Y et al (2019) Identification of candidate biomarkers correlated with the diagnosis and prognosis of cervical cancer via integrated bioinformatics analysis. Onco Targets Ther 12:4517–4532PubMedPubMedCentral Dai F, Chen G, Wang Y et al (2019) Identification of candidate biomarkers correlated with the diagnosis and prognosis of cervical cancer via integrated bioinformatics analysis. Onco Targets Ther 12:4517–4532PubMedPubMedCentral
39.
Zurück zum Zitat Biswas NK, Das S, Maitra A, Sarin R, Majumder PP (2014) Somatic mutations in arachidonic acid metabolism pathway genes enhance oral cancer post-treatment disease-free survival. Nat Commun 5:5835PubMed Biswas NK, Das S, Maitra A, Sarin R, Majumder PP (2014) Somatic mutations in arachidonic acid metabolism pathway genes enhance oral cancer post-treatment disease-free survival. Nat Commun 5:5835PubMed
40.
Zurück zum Zitat La Paglia L, Listi A, Caruso S et al (2017) Potential role of ANGPTL4 in the cross talk between metabolism and cancer through PPAR signaling pathway. PPAR Res 2017:8187235PubMedPubMedCentral La Paglia L, Listi A, Caruso S et al (2017) Potential role of ANGPTL4 in the cross talk between metabolism and cancer through PPAR signaling pathway. PPAR Res 2017:8187235PubMedPubMedCentral
41.
Zurück zum Zitat Jachimowicz RD, Beleggia F, Isensee J et al (2019) UBQLN4 represses homologous recombination and is overexpressed in aggressive tumors. Cell 176:505–519PubMed Jachimowicz RD, Beleggia F, Isensee J et al (2019) UBQLN4 represses homologous recombination and is overexpressed in aggressive tumors. Cell 176:505–519PubMed
42.
Zurück zum Zitat Qiu Z, Guo W, Wang Q et al (2015) MicroRNA-124 reduces the pentose phosphate pathway and proliferation by targeting PRPS1 and RPIA mRNAs in human colorectal cancer cells. Gastroenterology 149:1587–1598PubMed Qiu Z, Guo W, Wang Q et al (2015) MicroRNA-124 reduces the pentose phosphate pathway and proliferation by targeting PRPS1 and RPIA mRNAs in human colorectal cancer cells. Gastroenterology 149:1587–1598PubMed
Metadaten
Titel
Identification of core miRNA prognostic markers in patients with laryngeal cancer using bioinformatics analysis
verfasst von
Guan-Jiang Huang
Bei-Bei Yang
Publikationsdatum
12.08.2020
Verlag
Springer Berlin Heidelberg
Erschienen in
European Archives of Oto-Rhino-Laryngology / Ausgabe 5/2021
Print ISSN: 0937-4477
Elektronische ISSN: 1434-4726
DOI
https://doi.org/10.1007/s00405-020-06275-2

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