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

被引:43
作者
Outeiro-Pinho, Goncalo [1 ,2 ]
Barros-Silva, Daniela [1 ]
Aznar, Elena [1 ,3 ]
Sousa, Ana-Isabel [1 ]
Vieira-Coimbra, Marcia [1 ]
Oliveira, Jorge [4 ]
Goncalves, Cline S. [5 ,6 ]
Costa, Bruno M. [5 ,6 ]
Junker, Kerstin [7 ]
Henrique, Rui [1 ,8 ,9 ]
Jeronimo, Carmen [1 ,9 ]
机构
[1] Portuguese Oncol Inst Porto IPO Porto, IPO Porto Res Ctr CI IPOP, Canc Biol & Epigenet Grp, Rua Dr Antonio Bernardino de Almeida, P-4200072 Porto, Portugal
[2] Univ Porto FMUP, Fac Med, Mol Med & Oncol, Porto, Portugal
[3] Univ Valencia, Inst Interuniv Invest Reconocimiento Mol & Desarr, CIBER Bioingn Biomat & Nanomed CIBER BBN, Camino de Vera S-N, Valencia 46022, Spain
[4] Portuguese Oncol Inst Porto IPO Porto, Dept Urol, Rua Dr Antonio Bernardino de Almeida, P-4200072 Porto, Portugal
[5] Univ Minho, Sch Med, Life & Hlth Sci Res Inst ICVS, Campus Gualtar, Braga, Portugal
[6] Univ Minho, ICVS 3Bs PT Govt Associate Lab, Campus Gualtar, Braga, Portugal
[7] Saarland Univ, Dept Urol & Pediat Urol, Homburg, Saar, Germany
[8] Portuguese Oncol Inst Porto, Dept Pathol, Porto, Portugal
[9] Univ Porto, Dept Pathol & Mol Immunol, Inst Biomed Sci Abel Salazar, ICBAS UP, Rua Jorge Viterbo Ferreira 228, P-4050313 Porto, Portugal
关键词
microRNA; DNA methylation; Clear cell renal cell carcinoma; Biomarker; Diagnosis; Prognosis; PROMOTER METHYLATION; MICRORNAS; RECURRENCE; TUMORS; TOOL;
D O I
10.1186/s13046-020-01600-3
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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-5p(me)) 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-5p(me) 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-5p(me) levels identified cancer both in testing and validation cohorts, with 83% sensitivity/53% specificity and 63% sensitivity/67% specificity, respectively. Moreover, higher miR-30a-5p(me) 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-5p(me) for ccRCC in urine samples, providing new insights for its clinical usefulness as non-invasive cancer biomarker.
引用
收藏
页数:11
相关论文
共 35 条
  • [1] MicroRNAs in clear cell renal cell carcinoma: biological functions and applications
    Aguiari, Gianluca
    [J]. JOURNAL OF KIDNEY CANCER AND VHL, 2015, 2 (04): : 140 - 152
  • [2] Profiling DNA Methylation Based on Next-Generation Sequencing Approaches: New Insights and Clinical Applications
    Barros-Silva, Daniela
    Joana Marques, C.
    Henrique, Rui
    Jeronimo, Carmen
    [J]. GENES, 2018, 9 (09):
  • [3] Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
    Bray, Freddie
    Ferlay, Jacques
    Soerjomataram, Isabelle
    Siegel, Rebecca L.
    Torre, Lindsey A.
    Jemal, Ahmedin
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2018, 68 (06) : 394 - 424
  • [4] Diagnostic and prognostic epigenetic biomarkers in cancer
    Costa-Pinheiro, Pedro
    Montezuma, Diana
    Henrique, Rui
    Jeronimo, Carmen
    [J]. EPIGENOMICS, 2015, 7 (06) : 1003 - 1015
  • [5] Regulation of MicroRNA Biogenesis: A miRiad of mechanisms
    Davis, Brandi N.
    Hata, Akiko
    [J]. CELL COMMUNICATION AND SIGNALING, 2009, 7
  • [6] Non-coding RNAs in human disease
    Esteller, Manel
    [J]. NATURE REVIEWS GENETICS, 2011, 12 (12) : 861 - 874
  • [7] Hsa-mir-124-3 CpG island methylation is associated with advanced tumours and disease recurrence of patients with clear cell renal cell carcinoma
    Gebauer, K.
    Peters, I.
    Dubrowinskaja, N.
    Hennenlotter, J.
    Abbas, M.
    Scherer, R.
    Tezval, H.
    Merseburger, A. S.
    Stenzl, A.
    Kuczyk, M. A.
    Serth, J.
    [J]. BRITISH JOURNAL OF CANCER, 2013, 108 (01) : 131 - 138
  • [8] The biological roles and clinical implications of microRNAs in clear cell renal cell carcinoma
    He, Ying-hua
    Chen, Chen
    Shi, Zheng
    [J]. JOURNAL OF CELLULAR PHYSIOLOGY, 2018, 233 (06) : 4458 - 4465
  • [9] 4-miRNA Score Predicts the Individual Metastatic Risk of Renal Cell Carcinoma Patients
    Heinzelmann, Joana
    Arndt, Madeleine
    Pleyers, Ramona
    Fehlmann, Tobias
    Hoelters, Sebastian
    Zeuschner, Philip
    Vogt, Alexander
    Pryalukhin, Alexey
    Schaeffeler, Elke
    Bohle, Rainer M.
    Gajda, Mieczyslaw
    Janssen, Martin
    Stoeckle, Michael
    Junker, Kerstin
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2019, 26 (11) : 3765 - 3773
  • [10] MicroRNAs with Prognostic Potential for Metastasis in Clear Cell Renal Cell Carcinoma: A Comparison of Primary Tumors and Distant Metastases
    Heinzelmann, Joana
    Unrein, Andre
    Wickmann, Ulrike
    Baumgart, Sophie
    Stapf, Marcus
    Szendroi, Attila
    Grimm, Marc-Oliver
    Gajda, Mieczyslaw R.
    Wunderlich, Heiko
    Junker, Kerstin
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2014, 21 (03) : 1046 - 1054