Identification of miRNAs Enriched in Extracellular Vesicles Derived from Serum Samples of Breast Cancer Patients

被引:56
作者
Ozawa, Patricia M. M. [1 ]
Vieira, Evelyn [1 ]
Lemos, Debora S. [1 ]
Melo Souza, Ingrid L. [2 ]
Zanata, Silvio M. [2 ]
Pankievicz, Vania C. [3 ]
Tuleski, Thalita R. [3 ]
Souza, Emanuel M. [3 ]
Wowk, Pryscilla F. [4 ]
Urban, Cicero de Andrade [5 ,6 ]
Kuroda, Flavia [6 ]
Lima, Rubens S. [6 ]
Almeida, Rodrigo C. [1 ,7 ]
Gradia, Daniela F. [1 ]
Cavalli, Iglenir J. [1 ]
Cavalli, Luciane R. [8 ,9 ]
Malheiros, Danielle [1 ]
Ribeiro, Enilze M. S. F. [1 ]
机构
[1] Univ Fed Parana, Dept Genet, BR-81531980 Curitiba, Parana, Brazil
[2] Univ Fed Parana, Dept Cell & Mol Biol, BR-81531980 Curitiba, Parana, Brazil
[3] Univ Fed Parana, Dept Biochem & Mol Biol, BR-81531980 Curitiba, Parana, Brazil
[4] Fiocruz Parana, Carlos Chagas Inst, BR-81350010 Curitiba, Parana, Brazil
[5] Positivo Univ, Med Sch, BR-81280330 Curitiba, Parana, Brazil
[6] Nossa Senhora Gracas Hosp, Breast Unit, BR-80810040 Curitiba, Parana, Brazil
[7] Leiden Univ, Med Ctr, Dept Biomed Data Sci, Mol Epidemiol, NL-2300 R Leiden, Netherlands
[8] Georgetown Univ, Lombardi Comprehens Canc Ctr, Dept Oncol, Washington, DC 20057 USA
[9] Fac Pequeno Principe, Res Inst Pele Pequeno Principe, BR-80230020 Curitiba, Parana, Brazil
关键词
extracellular vesicles; circulating microRNAs; RNA-seq; miRNA; liquid biopsy; CIRCULATING MICRORNAS; CELL-PROLIFERATION; EXPRESSION; METASTASIS; BIOMARKERS; INVASION; RNA;
D O I
10.3390/biom10010150
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
MicroRNAs derived from extracellular vesicles (EV-miRNAs) are circulating miRNAs considered as potential new diagnostic markers for cancer that can be easily detected in liquid biopsies. In this study, we performed RNA sequencing analysis as a screening strategy to identify EV-miRNAs derived from serum of clinically well-annotated breast cancer (BC) patients from the south of Brazil. EVs from three groups of samples (healthy controls (CT), luminal A (LA), and triple-negative (TNBC)) were isolated from serum using a precipitation method and analyzed by RNA-seq (screening phase). Subsequently, four EV-miRNAs (miR-142-5p, miR-150-5p, miR-320a, and miR-4433b-5p) were selected to be quantified by quantitative real-time PCR (RT-qPCR) in individual samples (test phase). A panel composed of miR-142-5p, miR-320a, and miR-4433b-5p distinguished BC patients from CT with an area under the curve (AUC) of 0.8387 (93.33% sensitivity, 68.75% specificity). The combination of miR-142-5p and miR-320a distinguished LA patients from CT with an AUC of 0.9410 (100% sensitivity, 93.80% specificity). Interestingly, decreased expression of miR-142-5p and miR-150-5p were significantly associated with more advanced tumor grades (grade III), while the decreased expression of miR-142-5p and miR-320a was associated with a larger tumor size. These results provide insights into the potential application of EVs-miRNAs from serum as novel specific markers for early diagnosis of BC.
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页数:16
相关论文
共 58 条
[1]   The functions of animal microRNAs [J].
Ambros, V .
NATURE, 2004, 431 (7006) :350-355
[2]  
[Anonymous], 2017, EST 2018 INC CANC BR
[3]  
[Anonymous], 2010, GENOME BIOL, DOI DOI 10.1186/gb-2010-11-10-r106
[4]   Argonaute2 complexes carry a population of circulating microRNAs independent of vesicles in human plasma [J].
Arroyo, Jason D. ;
Chevillet, John R. ;
Kroh, Evan M. ;
Ruf, Ingrid K. ;
Pritchard, Colin C. ;
Gibson, Donald F. ;
Mitchell, Patrick S. ;
Bennett, Christopher F. ;
Pogosova-Agadjanyan, Era L. ;
Stirewalt, Derek L. ;
Tait, Jonathan F. ;
Tewari, Muneesh .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (12) :5003-5008
[5]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21609, 10.3322/caac.21492]
[6]   microRNA-Associated Progression Pathways and Potential Therapeutic Targets Identified by Integrated mRNA and microRNA Expression Profiling in Breast Cancer [J].
Buffa, Francesca M. ;
Camps, Carme ;
Winchester, Laura ;
Snell, Cameron E. ;
Gee, Harriet E. ;
Sheldon, Helen ;
Taylor, Marian ;
Harris, Adrian L. ;
Ragoussis, Jiannis .
CANCER RESEARCH, 2011, 71 (17) :5635-5645
[7]   Exosomal-like vesicles are present in human blood plasma [J].
Caby, MP ;
Lankar, D ;
Vincendeau-Scherrer, C ;
Raposo, G ;
Bonnerot, C .
INTERNATIONAL IMMUNOLOGY, 2005, 17 (07) :879-887
[8]   Identification of MicroRNAs as Breast Cancer Prognosis Markers through the Cancer Genome Atlas [J].
Chang, Jeremy T-H. ;
Wang, Fan ;
Chapin, William ;
Huang, R. Stephanie .
PLOS ONE, 2016, 11 (12)
[9]   Circulating microRNAs in plasma as early detection markers for breast cancer [J].
Cuk, Katarina ;
Zucknick, Manuela ;
Heil, Joerg ;
Madhavan, Dharanija ;
Schott, Sarah ;
Turchinovich, Andrey ;
Arlt, Dorit ;
Rath, Michelle ;
Sohn, Christof ;
Benner, Axel ;
Junkermann, Hans ;
Schneeweiss, Andreas ;
Burwinkel, Barbara .
INTERNATIONAL JOURNAL OF CANCER, 2013, 132 (07) :1602-1612
[10]   A miRNA-based signature predicts development of disease recurrence in HER2 positive breast cancer after adjuvant trastuzumab-based treatment [J].
Du, F. ;
Yuan, P. ;
Zhao, Z. T. ;
Yang, Z. ;
Wang, T. ;
Zhao, J. D. ;
Luo, Y. ;
Ma, F. ;
Wang, J. Y. ;
Fan, Y. ;
Cai, R. G. ;
Zhang, P. ;
Li, Q. ;
Song, Y. M. ;
Xu, B. H. .
SCIENTIFIC REPORTS, 2016, 6