MicroRNA profiling associated with non-small cell lung cancer: next generation sequencing detection, experimental validation, and prognostic value

被引:29
作者
Gallach, Sandra [1 ,2 ]
Jantus-Lewintre, Eloisa [1 ,2 ,3 ]
Calabuig-Farinas, Silvia [1 ,2 ,4 ]
Montaner, David [5 ]
Alonso, Sergio [6 ]
Sirera, Rafael [2 ,3 ]
Blasco, Ana [2 ,7 ]
Uso, Marta [1 ]
Guijarro, Ricardo [8 ,9 ]
Martorell, Miguel [4 ,10 ]
Camps, Carlos [1 ,2 ,7 ,11 ]
机构
[1] Hosp Gen Univ Valencia, Mol Oncol Lab, Fdn Invest, Valencia, Spain
[2] Ctr Invest Biomed Red Canc CIBEROnc, Madrid, Spain
[3] Univ Politecn Valencia, Dept Biotechnol, Valencia, Spain
[4] Univ Valencia, Dept Pathol, Valencia, Spain
[5] Ctr Invest Principe Felipe, Dept Computat Genom, Valencia, Spain
[6] Inst Reserca Germans Trias & Pujol PMPPC IGTP, Program Predict & Personalized Med Canc, Badalona, Spain
[7] Hosp Gen Univ Valencia, Dept Med Oncol, Valencia, Spain
[8] Univ Valencia, Dept Surg, Valencia, Spain
[9] Hosp Gen Univ Valencia, Dept Thorac Surg, Valencia, Spain
[10] Hosp Gen Univ Valencia, Dept Pathol, Valencia, Spain
[11] Univ Valencia, Dept Med, Valencia, Spain
关键词
microRNAs; NSCLC; NGS; profiling; prognosis; DOWN-REGULATION; MESENCHYMAL TRANSITION; INTEGRATIVE ANALYSIS; EXPRESSION PROFILES; INHIBITS MIGRATION; MESSENGER-RNA; TUMOR; INVASION; PROLIFERATION; SIGNATURE;
D O I
10.18632/oncotarget.18603
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The average five-year survival for non-small cell lung cancer (NSCLC) patients is approximately 15%. Emerging evidence indicates that microRNAs (miRNAs) constitute a new class of gene regulators in humans that may play an important role in tumorigenesis. Hence, there is growing interest in studying their role as possible new biomarkers whose expression is aberrant in cancer. Therefore, in this study we identified dysregulated miRNAs by next generation sequencing (NGS) and analyzed their prognostic value. Methods: Sequencing by oligo ligation detection technology was used to identify dysregulated miRNAs in a training cohort comprising paired tumor/normal tissue samples (N = 32). We validated 22 randomly selected differentially-expressed miRNAs by quantitative real time PCR in tumor and adjacent normal tissue samples (N = 178). Kaplan-Meier survival analysis and Cox regression were used in multivariate analysis to identify independent prognostic biomarkers. Results: NGS analysis revealed that 39 miRNAs were dysregulated in NSCLC: 28 were upregulated and 11 were downregulated. Twenty-two miRNAs were validated in an independent cohort. Interestingly, the group of patients with high expression of both miRNAs (miR-21(high) and miR-188(high)) showed shorter relapse-free survival (RFS) and overall survival (OS) times. Multivariate analysis confirmed that this combined signature is an independent prognostic marker for RFS and OS (p = 0.001 and p < 0.0001, respectively). Conclusions: NGS technology can specifically identify dysregulated miRNA profiles in resectable NSCLC samples. MiR-21 or miR-188 overexpression correlated with a negative prognosis, and their combined signature may represent a new independent prognostic biomarker for RFS and OS.
引用
收藏
页码:56143 / 56157
页数:15
相关论文
共 97 条
[1]   miR-224 overexpression is a strong and independent prognosticator of short-term relapse and poor overall survival in colorectal adenocarcinoma [J].
Adamopoulos, Panagiotis G. ;
Kontos, Christos K. ;
Rapti, Stamatia-Maria ;
Papadopoulos, Iordanis N. ;
Scorilas, Andreas .
INTERNATIONAL JOURNAL OF ONCOLOGY, 2015, 46 (02) :849-859
[2]   MicroRNA pathways in flies and worms: Growth, death, fat, stress, and timing [J].
Ambros, V .
CELL, 2003, 113 (06) :673-676
[3]  
Anand Sudarshan, 2011, Genes Cancer, V2, P1134, DOI 10.1177/1947601911423032
[4]  
[Anonymous], TUMOUR BIOL
[5]   Uncovering the clinical utility of miR-143, miR-145 and miR-224 for predicting the survival of bladder cancer patients following treatment [J].
Avgeris, Margaritis ;
Mavridis, Konstantinos ;
Tokas, Theodoros ;
Stravodimos, Konstantinos ;
Fragoulis, Emmanuel G. ;
Scorilas, Andreas .
CARCINOGENESIS, 2015, 36 (05) :528-537
[6]   A microRNA-based prediction algorithm for diagnosis of non-small lung cell carcinoma in minimal biopsy material [J].
Bediaga, N. G. ;
Davies, M. P. A. ;
Acha-Sagredo, A. ;
Hyde, R. ;
Raji, O. Y. ;
Page, R. ;
Walshaw, M. ;
Gosney, J. ;
Alfirevic, A. ;
Field, J. K. ;
Liloglou, T. .
BRITISH JOURNAL OF CANCER, 2013, 109 (09) :2404-2411
[7]   Small RNA Sequencing for Profiling MicroRNAs in Long-Term Preserved Formalin-Fixed and Paraffin-Embedded Non-Small Cell Lung Cancer Tumor Specimens [J].
Buitrago, Daniel H. ;
Patnaik, Santosh K. ;
Kadota, Kyuichi ;
Kannisto, Eric ;
Jones, David R. ;
Adusumilli, Prasad S. .
PLOS ONE, 2015, 10 (03)
[8]   Biomarkers in Early-Stage Non-Small-Cell Lung Cancer Current Concepts and Future Directions [J].
Burotto, Mauricio ;
Thomas, Anish ;
Subramaniam, Deepa ;
Giaccone, Giuseppe ;
Rajan, Arun .
JOURNAL OF THORACIC ONCOLOGY, 2014, 9 (11) :1609-1617
[9]   The identification of KRAS mutations at codon 12 in plasma DNA is not a prognostic factor in advanced non-small cell lung cancer patients [J].
Camps, Carlos ;
Jantus-Lewintre, Eloisa ;
Cabrera, Andrea ;
Blasco, Ana ;
Sanmartin, Elena ;
Gallach, Sandra ;
Caballero, Cristina ;
del Pozo, Nieves ;
Rosell, Rafael ;
Guijarro, Ricardo ;
Sirera, Rafael .
LUNG CANCER, 2011, 72 (03) :365-369
[10]   Importance of Quality of Life in Patients with Non-Small-Cell Lung Cancer [J].
Camps, Carlos ;
del Pozo, Nieves ;
Blasco, Ana ;
Blasco, Pilar ;
Sirera, Rafael .
CLINICAL LUNG CANCER, 2009, 10 (02) :83-90