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Published in: Molecular Cancer 1/2017

Open Access 01-12-2017 | Letter to the Editor

Serum microRNA profiling in patients with glioblastoma: a survival analysis

Authors: Hua Zhao, Jie Shen, Tiffany R. Hodges, Renduo Song, Gregory N. Fuller, Amy B. Heimberger

Published in: Molecular Cancer | Issue 1/2017

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Abstract

Because circulating microRNAs (miRNAs) have drawn a great deal of attention as promising novel cancer diagnostics and prognostic biomarkers, we sought to identify serum miRNAs significantly associated with outcome in glioblastoma patients. To do this, we performed global miRNA profiling in serum samples from 106 primary glioblastoma patients. The study subjects were randomly divided into two sets: set one (n = 40) and set two (n = 66). Using a Cox regression model, 3 serum miRNAs (miR-106a-5p, miR-182, and miR-145-5p) and 5 serum miRNAs (miR-222-3p, miR-182, miR-20a-5p, miR-106a-5p, and miR-145-5p) were identified significantly associated with 2-year patient overall survival and disease-free survival (P < 0.05) in both sets and the combined set. We then created the miRNA risk scores to assess the total impact of the significant serum miRNAs on survival. The high risk scores were associated with poor patient survival (overall survival: HR = 1.92, 95% CI: 1.19, 10.23, and disease-free survival: HR = 2.03, 95%CI: 1.24, 4.28), and were independent of other clinicopathological factors. Our results suggest that serum miRNAs could serve as prognostic predictors of glioblastoma.
Literature
1.
go back to reference Diederichs S, et al. The dark matter of the cancer genome: aberrations in regulatory elements, untranslated regions, splice sites, non-coding RNA and synonymous mutations. EMBO Mol Med. 2016;8:442–57.CrossRefPubMedPubMedCentral Diederichs S, et al. The dark matter of the cancer genome: aberrations in regulatory elements, untranslated regions, splice sites, non-coding RNA and synonymous mutations. EMBO Mol Med. 2016;8:442–57.CrossRefPubMedPubMedCentral
3.
go back to reference Chan JA, et al. MicroRNA-21 is an antiapoptotic factor in human glioblastoma cells. Cancer Res. 2005;65:6029–33.CrossRefPubMed Chan JA, et al. MicroRNA-21 is an antiapoptotic factor in human glioblastoma cells. Cancer Res. 2005;65:6029–33.CrossRefPubMed
4.
go back to reference Sasayama T, et al. MicroRNA-10b is overexpressed in malignant glioma and associated with tumor invasive factors, uPAR and RhoC. Int J Cancer. 2009;125:1407–13.CrossRefPubMed Sasayama T, et al. MicroRNA-10b is overexpressed in malignant glioma and associated with tumor invasive factors, uPAR and RhoC. Int J Cancer. 2009;125:1407–13.CrossRefPubMed
7.
go back to reference Touat M, et al. Emerging circulating biomarkers in glioblastoma: promises and challenges. Expert Rev Mol Diagn. 2015;15:1311–23.CrossRefPubMed Touat M, et al. Emerging circulating biomarkers in glioblastoma: promises and challenges. Expert Rev Mol Diagn. 2015;15:1311–23.CrossRefPubMed
9.
go back to reference Xue J, et al. miR-182-5p Induced by STAT3 Activation Promotes Glioma Tumorigenesis. Cancer Res. 2016;76:4293–304.CrossRefPubMed Xue J, et al. miR-182-5p Induced by STAT3 Activation Promotes Glioma Tumorigenesis. Cancer Res. 2016;76:4293–304.CrossRefPubMed
10.
go back to reference Wei J, et al. MiR-138 exerts anti-glioma efficacy by targeting immune checkpoints. Neuro Oncol. 2016;18:639–48.CrossRefPubMed Wei J, et al. MiR-138 exerts anti-glioma efficacy by targeting immune checkpoints. Neuro Oncol. 2016;18:639–48.CrossRefPubMed
11.
go back to reference Xu S, et al. Effect of miR-142-3p on the M2 macrophage and therapeutic efficacy against murine glioblastoma. J Natl Cancer Inst. 2014;106. Xu S, et al. Effect of miR-142-3p on the M2 macrophage and therapeutic efficacy against murine glioblastoma. J Natl Cancer Inst. 2014;106.
13.
go back to reference van der Vos KE, et al. Directly visualized glioblastoma-derived extracellular vesicles transfer RNA to microglia/macrophages in the brain. Neuro Oncol. 2016;18:58–69.CrossRefPubMed van der Vos KE, et al. Directly visualized glioblastoma-derived extracellular vesicles transfer RNA to microglia/macrophages in the brain. Neuro Oncol. 2016;18:58–69.CrossRefPubMed
15.
go back to reference Fernandez-Mercado M, et al. The circulating transcriptome as a source of non-invasive cancer biomarkers: concepts and controversies of non-coding and coding RNA in body fluids. J Cell Mol Med. 2015;19:2307–23.CrossRefPubMedPubMedCentral Fernandez-Mercado M, et al. The circulating transcriptome as a source of non-invasive cancer biomarkers: concepts and controversies of non-coding and coding RNA in body fluids. J Cell Mol Med. 2015;19:2307–23.CrossRefPubMedPubMedCentral
16.
go back to reference Igaz I, et al. Diagnostic Relevance of microRNAs in Other Body Fluids Including Urine, Feces, and Saliva. EXS. 2015;106:245–52.PubMed Igaz I, et al. Diagnostic Relevance of microRNAs in Other Body Fluids Including Urine, Feces, and Saliva. EXS. 2015;106:245–52.PubMed
17.
go back to reference Wang J, et al. Tumor-associated circulating microRNAs as biomarkers of cancer. Molecules. 2014;19:1912–38.CrossRefPubMed Wang J, et al. Tumor-associated circulating microRNAs as biomarkers of cancer. Molecules. 2014;19:1912–38.CrossRefPubMed
18.
go back to reference Schwarzenbach H, et al. Clinical relevance of circulating cell-free microRNAs in cancer. Nat Rev Clin Oncol. 2014;11:145–56.CrossRefPubMed Schwarzenbach H, et al. Clinical relevance of circulating cell-free microRNAs in cancer. Nat Rev Clin Oncol. 2014;11:145–56.CrossRefPubMed
19.
go back to reference Healy NA, et al. Systemic mirnas as potential biomarkers for malignancy. Int J Cancer. 2012;131:2215–22.CrossRefPubMed Healy NA, et al. Systemic mirnas as potential biomarkers for malignancy. Int J Cancer. 2012;131:2215–22.CrossRefPubMed
20.
go back to reference Mittra I, et al. Nucleic acids in circulation: are they harmful to the host? J Biosci. 2012;37:301–12.CrossRefPubMed Mittra I, et al. Nucleic acids in circulation: are they harmful to the host? J Biosci. 2012;37:301–12.CrossRefPubMed
22.
go back to reference Anindo MI, et al. Insights into the potential use of microRNAs as biomarker in cancer. Int J Surg. 2012;10:443–9.CrossRefPubMed Anindo MI, et al. Insights into the potential use of microRNAs as biomarker in cancer. Int J Surg. 2012;10:443–9.CrossRefPubMed
23.
go back to reference Jarry J, et al. The validity of circulating microRNAs in oncology: Five years of challenges and contradictions. Mol Oncol. 2014;8:819–29.CrossRefPubMed Jarry J, et al. The validity of circulating microRNAs in oncology: Five years of challenges and contradictions. Mol Oncol. 2014;8:819–29.CrossRefPubMed
24.
25.
go back to reference Herman A, et al. Analysis of Glioblastoma Patients’ Plasma Revealed the Presence of MicroRNAs with a Prognostic Impact on Survival and Those of Viral Origin. PLoS ONE. 2015;10, e0125791.CrossRefPubMedPubMedCentral Herman A, et al. Analysis of Glioblastoma Patients’ Plasma Revealed the Presence of MicroRNAs with a Prognostic Impact on Survival and Those of Viral Origin. PLoS ONE. 2015;10, e0125791.CrossRefPubMedPubMedCentral
26.
go back to reference Dong L, et al. miRNA microarray reveals specific expression in the peripheral blood of glioblastoma patients. Int J Oncol. 2014;45:746–56.PubMed Dong L, et al. miRNA microarray reveals specific expression in the peripheral blood of glioblastoma patients. Int J Oncol. 2014;45:746–56.PubMed
27.
go back to reference Yang C, et al. Identification of seven serum microRNAs from a genome-wide serum microRNA expression profile as potential noninvasive biomarkers for malignant astrocytomas. Int J Cancer. 2013;132:116–27.CrossRefPubMed Yang C, et al. Identification of seven serum microRNAs from a genome-wide serum microRNA expression profile as potential noninvasive biomarkers for malignant astrocytomas. Int J Cancer. 2013;132:116–27.CrossRefPubMed
28.
go back to reference Ilhan-Mutlu A, et al. Plasma MicroRNA-21 concentration may be a useful biomarker in glioblastoma patients. Cancer Invest. 2012;30:615–21.CrossRefPubMed Ilhan-Mutlu A, et al. Plasma MicroRNA-21 concentration may be a useful biomarker in glioblastoma patients. Cancer Invest. 2012;30:615–21.CrossRefPubMed
29.
go back to reference Zhi F, et al. Identification of 9 serum microRNAs as potential noninvasive biomarkers of human astrocytoma. Neuro Oncol. 2015;17:383–91.CrossRefPubMed Zhi F, et al. Identification of 9 serum microRNAs as potential noninvasive biomarkers of human astrocytoma. Neuro Oncol. 2015;17:383–91.CrossRefPubMed
30.
go back to reference Yue X, et al. Downregulation of serum microRNA-205 as a potential diagnostic and prognostic biomarker for human glioma. J Neurosurg. 2016;124:122–8.CrossRefPubMed Yue X, et al. Downregulation of serum microRNA-205 as a potential diagnostic and prognostic biomarker for human glioma. J Neurosurg. 2016;124:122–8.CrossRefPubMed
32.
go back to reference Crowley E, et al. Liquid biopsy: monitoring cancer-genetics in the blood. Nat Rev Clin Oncol. 2013;10:472–84.CrossRefPubMed Crowley E, et al. Liquid biopsy: monitoring cancer-genetics in the blood. Nat Rev Clin Oncol. 2013;10:472–84.CrossRefPubMed
34.
go back to reference Wang Z, et al. Oncogenic miR-20a and miR-106a enhance the invasiveness of human glioma stem cells by directly targeting TIMP-2. Oncogene. 2015;34:1407–19.CrossRefPubMed Wang Z, et al. Oncogenic miR-20a and miR-106a enhance the invasiveness of human glioma stem cells by directly targeting TIMP-2. Oncogene. 2015;34:1407–19.CrossRefPubMed
35.
go back to reference Kouri FM, et al. miRNA-182 and the regulation of the glioblastoma phenotype - toward miRNA-based precision therapeutics. Cell Cycle. 2015;14:3794–800.CrossRefPubMedPubMedCentral Kouri FM, et al. miRNA-182 and the regulation of the glioblastoma phenotype - toward miRNA-based precision therapeutics. Cell Cycle. 2015;14:3794–800.CrossRefPubMedPubMedCentral
38.
go back to reference Malzkorn B, et al. Identification and functional characterization of microRNAs involved in the malignant progression of gliomas. Brain Pathol. 2010;20:539–50.CrossRefPubMed Malzkorn B, et al. Identification and functional characterization of microRNAs involved in the malignant progression of gliomas. Brain Pathol. 2010;20:539–50.CrossRefPubMed
39.
go back to reference Ernst A, et al. De-repression of CTGF via the miR-17-92 cluster upon differentiation of human glioblastoma spheroid cultures. Oncogene. 2010;29:3411–22.CrossRefPubMed Ernst A, et al. De-repression of CTGF via the miR-17-92 cluster upon differentiation of human glioblastoma spheroid cultures. Oncogene. 2010;29:3411–22.CrossRefPubMed
41.
go back to reference Lee HK, et al. MicroRNA-145 is downregulated in glial tumors and regulates glioma cell migration by targeting connective tissue growth factor. PLoS ONE. 2013;8, e54652.CrossRefPubMedPubMedCentral Lee HK, et al. MicroRNA-145 is downregulated in glial tumors and regulates glioma cell migration by targeting connective tissue growth factor. PLoS ONE. 2013;8, e54652.CrossRefPubMedPubMedCentral
Metadata
Title
Serum microRNA profiling in patients with glioblastoma: a survival analysis
Authors
Hua Zhao
Jie Shen
Tiffany R. Hodges
Renduo Song
Gregory N. Fuller
Amy B. Heimberger
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Molecular Cancer / Issue 1/2017
Electronic ISSN: 1476-4598
DOI
https://doi.org/10.1186/s12943-017-0628-5

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