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Published in: Journal of Experimental & Clinical Cancer Research 1/2020

Open Access 01-12-2020 | Kidney Cancer | Research

MicroRNA-30a-5pme: a novel diagnostic and prognostic biomarker for clear cell renal cell carcinoma in tissue and urine samples

Authors: Gonçalo Outeiro-Pinho, Daniela Barros-Silva, Elena Aznar, Ana-Isabel Sousa, Márcia Vieira-Coimbra, Jorge Oliveira, Céline S. Gonçalves, Bruno M. Costa, Kerstin Junker, Rui Henrique, Carmen Jerónimo

Published in: Journal of Experimental & Clinical Cancer Research | Issue 1/2020

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Abstract

Background

The rising incidence of renal cell carcinomas (RCC) constitutes a significant challenge owing to risk of overtreatment. Because aberrant microRNA (miR) promoter methylation contributes to cancer development, we investigated whether altered miR-30a-5p expression associates with DNA promoter methylation and evaluated the usefulness as clear cell RCC (ccRCC) diagnostic and prognostic markers.

Methods

Genome-wide methylome and RNA sequencing data from a set of ccRCC and normal tissue samples from The Cancer Genome Atlas (TCGA) database were integrated to identify candidate CpG loci involved in cancer onset. MiR-30a-5p expression and promoter methylation were quantitatively assessed by PCR in a tissue set (Cohort #1) and urine sets (Cohorts #2 and 3) from IPOPorto and Homburg University Hospital. Non-parametric tests were used for comparing continuous variables. MiR-30a-5p promoter methylation (miR-30a-5pme) performance as diagnostic (receiver operator characteristics [ROC] - validity estimates) and prognostic [metastasis-free (MFS) and disease-specific survival (DSS)] biomarker was further validated in urine samples from ccRCC patients by Kaplan Meier curves (with log rank) and both univariable and multivariable analysis.

Results

Two significant hypermethylated CpG loci in TCGA ccRCC samples, correlating with miR-30a-5p transcriptional downregulation, were disclosed. MiR-30a-5pme in ccRCC tissues was confirmed in an independent patient’s cohort of IPOPorto and associated with shorter time to relapse. In urine samples, miR-30a-5pme levels identified cancer both in testing and validation cohorts, with 83% sensitivity/53% specificity and 63% sensitivity/67% specificity, respectively. Moreover, higher miR-30a-5pme levels independently predicted metastatic dissemination and survival.

Conclusion

To the best of our knowledge, this is the first study validating the diagnostic and prognostic potential of miR-30a-5pme for ccRCC in urine samples, providing new insights for its clinical usefulness as non-invasive cancer biomarker.
Appendix
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Literature
1.
go back to reference Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394–424.CrossRef Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394–424.CrossRef
2.
go back to reference Protzel CMM, Hakenber OW. Epidemiology, Aetiology, and pathogenesis of renal cell carcinoma. Eur Urol Suppl. 2012;11(3):52–9.CrossRef Protzel CMM, Hakenber OW. Epidemiology, Aetiology, and pathogenesis of renal cell carcinoma. Eur Urol Suppl. 2012;11(3):52–9.CrossRef
3.
go back to reference Aguiari G. MicroRNAs in clear cell renal cell carcinoma: biological functions and applications. J Kidney Cancer VHL. 2015;2(4):140–52.CrossRef Aguiari G. MicroRNAs in clear cell renal cell carcinoma: biological functions and applications. J Kidney Cancer VHL. 2015;2(4):140–52.CrossRef
4.
go back to reference Silva-Santos RM, Costa-Pinheiro P, Luis A, Antunes L, Lobo F, Oliveira J, et al. MicroRNA profile: a promising ancillary tool for accurate renal cell tumour diagnosis. Br J Cancer. 2013;109(10):2646–53.CrossRef Silva-Santos RM, Costa-Pinheiro P, Luis A, Antunes L, Lobo F, Oliveira J, et al. MicroRNA profile: a promising ancillary tool for accurate renal cell tumour diagnosis. Br J Cancer. 2013;109(10):2646–53.CrossRef
5.
go back to reference Ran L, Liang J, Deng X, Wu J. miRNAs in Prediction of Prognosis in Clear Cell Renal Cell Carcinoma. BioMed Res Int. 2017;2017:4832931.CrossRef Ran L, Liang J, Deng X, Wu J. miRNAs in Prediction of Prognosis in Clear Cell Renal Cell Carcinoma. BioMed Res Int. 2017;2017:4832931.CrossRef
6.
go back to reference Xing T, He H. Epigenomics of clear cell renal cell carcinoma: mechanisms and potential use in molecular pathology. Chin J Cancer Res. 2016;28(1):80–91.PubMedPubMedCentral Xing T, He H. Epigenomics of clear cell renal cell carcinoma: mechanisms and potential use in molecular pathology. Chin J Cancer Res. 2016;28(1):80–91.PubMedPubMedCentral
7.
go back to reference Kowalik CG, Palmer DA, Sullivan TB, Teebagy PA, Dugan JM, Libertino JA, et al. Profiling microRNA from nephrectomy and biopsy specimens: predictors of progression and survival in clear cell renal cell carcinoma. BJU Int. 2017;120(3):428–40.CrossRef Kowalik CG, Palmer DA, Sullivan TB, Teebagy PA, Dugan JM, Libertino JA, et al. Profiling microRNA from nephrectomy and biopsy specimens: predictors of progression and survival in clear cell renal cell carcinoma. BJU Int. 2017;120(3):428–40.CrossRef
8.
go back to reference Zhang N, Zhou B, Huang Q, Chen X, Cui S, Huang Z, et al. Multiple metastases of clear-cell renal cell carcinoma to different region of the nasal cavity and paranasal sinus 3 times successively: a case report and literature review. Medicine. 2018;97(14):e0286.CrossRef Zhang N, Zhou B, Huang Q, Chen X, Cui S, Huang Z, et al. Multiple metastases of clear-cell renal cell carcinoma to different region of the nasal cavity and paranasal sinus 3 times successively: a case report and literature review. Medicine. 2018;97(14):e0286.CrossRef
9.
go back to reference He YH, Chen C, Shi Z. The biological roles and clinical implications of microRNAs in clear cell renal cell carcinoma. J Cell Physiol. 2018;233(6):4458–65.CrossRef He YH, Chen C, Shi Z. The biological roles and clinical implications of microRNAs in clear cell renal cell carcinoma. J Cell Physiol. 2018;233(6):4458–65.CrossRef
10.
go back to reference Heinzelmann J, Henning B, Sanjmyatav J, Posorski N, Steiner T, Wunderlich H, et al. Specific miRNA signatures are associated with metastasis and poor prognosis in clear cell renal cell carcinoma. World J Urol. 2011;29(3):367–73.CrossRef Heinzelmann J, Henning B, Sanjmyatav J, Posorski N, Steiner T, Wunderlich H, et al. Specific miRNA signatures are associated with metastasis and poor prognosis in clear cell renal cell carcinoma. World J Urol. 2011;29(3):367–73.CrossRef
11.
go back to reference Davis BN, Hata A. Regulation of MicroRNA biogenesis: a miRiad of mechanisms. Cell Comm Signaling. 2009;7:18.CrossRef Davis BN, Hata A. Regulation of MicroRNA biogenesis: a miRiad of mechanisms. Cell Comm Signaling. 2009;7:18.CrossRef
12.
go back to reference Mlcochova H, Hezova R, Stanik M, Slaby O. Urine microRNAs as potential noninvasive biomarkers in urologic cancers. Urologic Oncol. 2014;32(1):41.e1–9.CrossRef Mlcochova H, Hezova R, Stanik M, Slaby O. Urine microRNAs as potential noninvasive biomarkers in urologic cancers. Urologic Oncol. 2014;32(1):41.e1–9.CrossRef
13.
go back to reference Lorenzen JM, Thum T. Circulating and urinary microRNAs in kidney disease. Clin J Am Soc Nephrol. 2012;7(9):1528–33.CrossRef Lorenzen JM, Thum T. Circulating and urinary microRNAs in kidney disease. Clin J Am Soc Nephrol. 2012;7(9):1528–33.CrossRef
14.
go back to reference Esteller M. Non-coding RNAs in human disease. Nat Rev Genet. 2011;12(12):861–74.CrossRef Esteller M. Non-coding RNAs in human disease. Nat Rev Genet. 2011;12(12):861–74.CrossRef
15.
go back to reference Jeronimo C, Henrique R. Epigenetic biomarkers in urological tumors: a systematic review. Cancer Lett. 2014;342(2):264–74.CrossRef Jeronimo C, Henrique R. Epigenetic biomarkers in urological tumors: a systematic review. Cancer Lett. 2014;342(2):264–74.CrossRef
16.
go back to reference Heinzelmann J, Unrein A, Wickmann U, Baumgart S, Stapf M, Szendroi A, et al. MicroRNAs with prognostic potential for metastasis in clear cell renal cell carcinoma: a comparison of primary tumors and distant metastases. Ann Surg Oncol. 2014;21(3):1046–54.CrossRef Heinzelmann J, Unrein A, Wickmann U, Baumgart S, Stapf M, Szendroi A, et al. MicroRNAs with prognostic potential for metastasis in clear cell renal cell carcinoma: a comparison of primary tumors and distant metastases. Ann Surg Oncol. 2014;21(3):1046–54.CrossRef
17.
go back to reference Heinzelmann J, Arndt M, Pleyers R, Fehlmann T, Hoelters S, Zeuschner P, et al. 4-miRNA score predicts the individual metastatic risk of renal cell carcinoma patients. Ann Surg Oncol. 2019;26(11):3765–73.CrossRef Heinzelmann J, Arndt M, Pleyers R, Fehlmann T, Hoelters S, Zeuschner P, et al. 4-miRNA score predicts the individual metastatic risk of renal cell carcinoma patients. Ann Surg Oncol. 2019;26(11):3765–73.CrossRef
18.
go back to reference Yang X, Chen Y, Chen L. The versatile role of microRNA-30a in human Cancer. Cell Physiol Biochemistry. 2017;41(4):1616–32.CrossRef Yang X, Chen Y, Chen L. The versatile role of microRNA-30a in human Cancer. Cell Physiol Biochemistry. 2017;41(4):1616–32.CrossRef
19.
go back to reference Zheng B, Zhu H, Gu D, Pan X, Qian L, Xue B, et al. MiRNA-30a-mediated autophagy inhibition sensitizes renal cell carcinoma cells to sorafenib. Biochem Biophys Res Commun. 2015;459(2):234–9.CrossRef Zheng B, Zhu H, Gu D, Pan X, Qian L, Xue B, et al. MiRNA-30a-mediated autophagy inhibition sensitizes renal cell carcinoma cells to sorafenib. Biochem Biophys Res Commun. 2015;459(2):234–9.CrossRef
20.
go back to reference Sun L, Chen Y, Su Q, Tang X, Liang Y, Che G, et al. Increased plasma miRNA-30a as a biomarker for non-small cell lung Cancer. Med Sci Monitor. 2016;22:647–55.CrossRef Sun L, Chen Y, Su Q, Tang X, Liang Y, Che G, et al. Increased plasma miRNA-30a as a biomarker for non-small cell lung Cancer. Med Sci Monitor. 2016;22:647–55.CrossRef
21.
go back to reference Wu X, Weng L, Li X, Guo C, Pal SK, Jin JM, et al. Identification of a 4-microRNA signature for clear cell renal cell carcinoma metastasis and prognosis. PLoS One. 2012;7(5):e35661.CrossRef Wu X, Weng L, Li X, Guo C, Pal SK, Jin JM, et al. Identification of a 4-microRNA signature for clear cell renal cell carcinoma metastasis and prognosis. PLoS One. 2012;7(5):e35661.CrossRef
22.
go back to reference Padrao NA, Monteiro-Reis S, Torres-Ferreira J, Antunes L, Leca L, Montezuma D, et al. MicroRNA promoter methylation: a new tool for accurate detection of urothelial carcinoma. Br J Cancer. 2017;116(5):634–9.CrossRef Padrao NA, Monteiro-Reis S, Torres-Ferreira J, Antunes L, Leca L, Montezuma D, et al. MicroRNA promoter methylation: a new tool for accurate detection of urothelial carcinoma. Br J Cancer. 2017;116(5):634–9.CrossRef
23.
go back to reference Ramalho-Carvalho J, Goncalves CS, Graca I, Bidarra D, Pereira-Silva E, Salta S, et al. A multiplatform approach identifies miR-152-3p as a common epigenetically regulated onco-suppressor in prostate cancer targeting TMEM97. Clin Epigenetics. 2018;10:40.CrossRef Ramalho-Carvalho J, Goncalves CS, Graca I, Bidarra D, Pereira-Silva E, Salta S, et al. A multiplatform approach identifies miR-152-3p as a common epigenetically regulated onco-suppressor in prostate cancer targeting TMEM97. Clin Epigenetics. 2018;10:40.CrossRef
24.
go back to reference Ramalho-Carvalho J, Graca I, Gomez A, Oliveira J, Henrique R, Esteller M, et al. Downregulation of miR-130b~301b cluster is mediated by aberrant promoter methylation and impairs cellular senescence in prostate cancer. J Hematol Oncol. 2017;10(1):43.CrossRef Ramalho-Carvalho J, Graca I, Gomez A, Oliveira J, Henrique R, Esteller M, et al. Downregulation of miR-130b~301b cluster is mediated by aberrant promoter methylation and impairs cellular senescence in prostate cancer. J Hematol Oncol. 2017;10(1):43.CrossRef
25.
go back to reference Torres-Ferreira J, Ramalho-Carvalho J, Gomez A, Menezes FD, Freitas R, Oliveira J, et al. MiR-193b promoter methylation accurately detects prostate cancer in urine sediments and miR-34b/c or miR-129-2 promoter methylation define subsets of clinically aggressive tumors. Mol Cancer. 2017;16(1):26.CrossRef Torres-Ferreira J, Ramalho-Carvalho J, Gomez A, Menezes FD, Freitas R, Oliveira J, et al. MiR-193b promoter methylation accurately detects prostate cancer in urine sediments and miR-34b/c or miR-129-2 promoter methylation define subsets of clinically aggressive tumors. Mol Cancer. 2017;16(1):26.CrossRef
26.
go back to reference Patard JJ, Leray E, Rioux-Leclercq N, Cindolo L, Ficarra V, Zisman A, et al. Prognostic value of histologic subtypes in renal cell carcinoma: a multicenter experience. J Clin Oncol. 2005;23(12):2763–71.CrossRef Patard JJ, Leray E, Rioux-Leclercq N, Cindolo L, Ficarra V, Zisman A, et al. Prognostic value of histologic subtypes in renal cell carcinoma: a multicenter experience. J Clin Oncol. 2005;23(12):2763–71.CrossRef
27.
go back to reference Hsieh JJ, Purdue MP, Signoretti S, Swanton C, Albiges L, Schmidinger M, et al. Renal cell carcinoma. Nat Rev Dis Prim. 2017;3:17009.CrossRef Hsieh JJ, Purdue MP, Signoretti S, Swanton C, Albiges L, Schmidinger M, et al. Renal cell carcinoma. Nat Rev Dis Prim. 2017;3:17009.CrossRef
28.
go back to reference Huang QB, Ma X, Zhang X, Liu SW, Ai Q, Shi TP, et al. Down-regulated miR-30a in clear cell renal cell carcinoma correlated with tumor Hematogenous metastasis by targeting angiogenesis-specific DLL4. PLoS One. 2013;8(6):e67294.CrossRef Huang QB, Ma X, Zhang X, Liu SW, Ai Q, Shi TP, et al. Down-regulated miR-30a in clear cell renal cell carcinoma correlated with tumor Hematogenous metastasis by targeting angiogenesis-specific DLL4. PLoS One. 2013;8(6):e67294.CrossRef
29.
go back to reference Wang C, Cai L, Liu J, Wang G, Li H, Wang X, et al. MicroRNA-30a-5p inhibits the growth of renal cell carcinoma by modulating GRP78 expression. Cell Physiol Biochemistry. 2017;43(6):2405–19.CrossRef Wang C, Cai L, Liu J, Wang G, Li H, Wang X, et al. MicroRNA-30a-5p inhibits the growth of renal cell carcinoma by modulating GRP78 expression. Cell Physiol Biochemistry. 2017;43(6):2405–19.CrossRef
30.
go back to reference Barros-Silva D, Marques CJ, Henrique R, Jeronimo C. Profiling DNA Methylation Based on Next-Generation Sequencing Approaches: New Insights and Clinical Applications. Genes. 2018;9:9.CrossRef Barros-Silva D, Marques CJ, Henrique R, Jeronimo C. Profiling DNA Methylation Based on Next-Generation Sequencing Approaches: New Insights and Clinical Applications. Genes. 2018;9:9.CrossRef
31.
go back to reference Tang Y, Jiang S, Gu Y, Li W, Mo Z, Huang Y, et al. Promoter DNA methylation analysis reveals a combined diagnosis of CpG-based biomarker for prostate cancer. Oncotarget. 2017;8(35):58199–209.CrossRef Tang Y, Jiang S, Gu Y, Li W, Mo Z, Huang Y, et al. Promoter DNA methylation analysis reveals a combined diagnosis of CpG-based biomarker for prostate cancer. Oncotarget. 2017;8(35):58199–209.CrossRef
32.
go back to reference Hildebrandt MA, Gu J, Lin J, Ye Y, Tan W, Tamboli P, et al. Hsa-miR-9 methylation status is associated with cancer development and metastatic recurrence in patients with clear cell renal cell carcinoma. Oncogene. 2010;29(42):5724–8.CrossRef Hildebrandt MA, Gu J, Lin J, Ye Y, Tan W, Tamboli P, et al. Hsa-miR-9 methylation status is associated with cancer development and metastatic recurrence in patients with clear cell renal cell carcinoma. Oncogene. 2010;29(42):5724–8.CrossRef
33.
go back to reference Gebauer K, Peters I, Dubrowinskaja N, Hennenlotter J, Abbas M, Scherer R, et al. Hsa-mir-124-3 CpG island methylation is associated with advanced tumours and disease recurrence of patients with clear cell renal cell carcinoma. Br J Cancer. 2013;108(1):131–8.CrossRef Gebauer K, Peters I, Dubrowinskaja N, Hennenlotter J, Abbas M, Scherer R, et al. Hsa-mir-124-3 CpG island methylation is associated with advanced tumours and disease recurrence of patients with clear cell renal cell carcinoma. Br J Cancer. 2013;108(1):131–8.CrossRef
34.
go back to reference Martins AT, Monteiro P, Ramalho-Carvalho J, Costa VL, Dinis-Ribeiro M, Leal C, et al. High RASSF1A promoter methylation levels are predictive of poor prognosis in fine-needle aspirate washings of breast cancer lesions. Breast Cancer Res Treat. 2011;129(1):1–9.CrossRef Martins AT, Monteiro P, Ramalho-Carvalho J, Costa VL, Dinis-Ribeiro M, Leal C, et al. High RASSF1A promoter methylation levels are predictive of poor prognosis in fine-needle aspirate washings of breast cancer lesions. Breast Cancer Res Treat. 2011;129(1):1–9.CrossRef
35.
go back to reference Costa-Pinheiro P, Montezuma D, Henrique R, Jeronimo C. Diagnostic and prognostic epigenetic biomarkers in cancer. Epigenomics. 2015;7(6):1003–15.CrossRef Costa-Pinheiro P, Montezuma D, Henrique R, Jeronimo C. Diagnostic and prognostic epigenetic biomarkers in cancer. Epigenomics. 2015;7(6):1003–15.CrossRef
Metadata
Title
MicroRNA-30a-5pme: a novel diagnostic and prognostic biomarker for clear cell renal cell carcinoma in tissue and urine samples
Authors
Gonçalo Outeiro-Pinho
Daniela Barros-Silva
Elena Aznar
Ana-Isabel Sousa
Márcia Vieira-Coimbra
Jorge Oliveira
Céline S. Gonçalves
Bruno M. Costa
Kerstin Junker
Rui Henrique
Carmen Jerónimo
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Journal of Experimental & Clinical Cancer Research / Issue 1/2020
Electronic ISSN: 1756-9966
DOI
https://doi.org/10.1186/s13046-020-01600-3

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