Absolute quantification of cell-free microRNAs in cancer patients

被引:102
作者
Ferracin, Manuela [1 ,2 ]
Lupini, Laura [1 ]
Salamon, Irene [1 ]
Saccenti, Elena [3 ,7 ]
Zanzi, Maria Vittoria [4 ]
Rocchi, Andrea [6 ]
Da Ros, Lucia [6 ]
Zagatti, Barbara [1 ,2 ]
Musa, Gentian [1 ]
Bassi, Cristian [1 ]
Mangolini, Alessandra [1 ]
Cavallesco, Giorgio [1 ,5 ]
Frassoldati, Antonio [6 ]
Volpato, Stefano [7 ]
Carcoforo, Paolo [1 ,4 ]
Hollingsworth, Alan B. [8 ]
Negrini, Massimo [1 ,2 ]
机构
[1] Univ Ferrara, Dept Morphol Surg & Expt Med, I-44100 Ferrara, Italy
[2] Univ Ferrara, LTTA, I-44100 Ferrara, Italy
[3] S Anna Univ Hosp, Sect Hematol, Ferrara, Italy
[4] S Anna Univ Hosp, Breast Unit, Ferrara, Italy
[5] S Anna Univ Hosp, Sect Gen & Thorac Surg, Ferrara, Italy
[6] S Anna Univ Hosp, Clin Oncol Unit, Ferrara, Italy
[7] Univ Ferrara, Dept Med Sci, I-44100 Ferrara, Italy
[8] Mercy Hosp OKC, Dept Surg, Oklahoma City, OK USA
关键词
cell-free microRNA; droplet digital PCR; breast cancer; cancer biomarkers; DROPLET-DIGITAL PCR; CIRCULATING MICRORNAS; BREAST-CANCER; PLASMA; SERUM; BIOMARKERS; ORIGIN; MIRNAS;
D O I
10.18632/oncotarget.3859
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
The hypothesis to use microRNAs (miRNAs) circulating in the blood as cancer biomarkers was formulated some years ago based on promising initial results. After some exciting discoveries, however, it became evident that the accurate quantification of cell-free miRNAs was more challenging than expected. Difficulties were linked to the strong impact that many, if not all, pre- and post-analytical variables have on the final results. In this study, we used currently available high-throughput technologies to identify miRNAs present in plasma and serum of patients with breast, colorectal, lung, thyroid and melanoma tumors, and healthy controls. Then, we assessed the absolute level of nine different miRNAs (miR-320a, miR-21-5p, miR-378a-3p, miR-181a-5p, miR-3156-5p, miR-2110, miR-125a-5p, miR-425-5p, miR-766-3p) in 207 samples from healthy controls and cancer patients using droplet digital PCR (ddPCR) technology. We identified miRNAs specifically modulated in one or more cancer types, according to tissue source. The significant reduction of miR-181a-5p levels in breast cancer patients serum was further validated using two independent cohorts, one from Italy (n = 70) and one from US (n = 90), with AUC 0.66 and 0.73 respectively. This study finally powers the use of cell-free miRNAs as cancer biomarkers and propose miR-181a-5p as a diagnostic breast cancer biomarker.
引用
收藏
页码:14545 / 14555
页数:11
相关论文
共 28 条
[1]
Direct Serum Assay for MicroRNA-21 Concentrations in Early and Advanced Breast Cancer [J].
Asaga, Sota ;
Kuo, Christine ;
Nguyen, Tung ;
Terpenning, Marilou ;
Giuliano, Armando E. ;
Hoon, Dave S. B. .
CLINICAL CHEMISTRY, 2011, 57 (01) :84-91
[2]
Comparisons of microRNA Patterns in Plasma before and after Tumor Removal Reveal New Biomarkers of Lung Squamous Cell Carcinoma [J].
Aushev, Vasily N. ;
Zborovskaya, Irina B. ;
Laktionov, Konstantin K. ;
Girard, Nicolas ;
Cros, Marie-Pierre ;
Herceg, Zdenko ;
Krutovskikh, Vladimir .
PLOS ONE, 2013, 8 (10)
[3]
MicroRNA signatures in tissues and plasma predict development and prognosis of computed tomography detected lung cancer [J].
Boeri, Mattia ;
Verri, Carla ;
Conte, Davide ;
Roz, Luca ;
Modena, Piergiorgio ;
Facchinetti, Federica ;
Calabro, Elisa ;
Croce, Carlo M. ;
Pastorino, Ugo ;
Sozzi, Gabriella .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (09) :3713-3718
[4]
Circulating miRNAs are correlated with tumor progression in prostate cancer [J].
Brase, Jan C. ;
Johannes, Marc ;
Schlomm, Thorsten ;
Faelth, Maria ;
Haese, Alexander ;
Steuber, Thomas ;
Beissbarth, Tim ;
Kuner, Ruprecht ;
Sueltmann, Holger .
INTERNATIONAL JOURNAL OF CANCER, 2011, 128 (03) :608-616
[5]
Characterization of microRNAs in serum: a novel class of biomarkers for diagnosis of cancer and other diseases [J].
Chen, Xi ;
Ba, Yi ;
Ma, Lijia ;
Cai, Xing ;
Yin, Yuan ;
Wang, Kehui ;
Guo, Jigang ;
Zhang, Yujing ;
Chen, Jiangning ;
Guo, Xing ;
Li, Qibin ;
Li, Xiaoying ;
Wang, Wenjing ;
Zhang, Yan ;
Wang, Jin ;
Jiang, Xueyuan ;
Xiang, Yang ;
Xu, Chen ;
Zheng, Pingping ;
Zhang, Juanbin ;
Li, Ruiqiang ;
Zhang, Hongjie ;
Shang, Xiaobin ;
Gong, Ting ;
Ning, Guang ;
Wang, Jun ;
Zen, Ke ;
Zhang, Junfeng ;
Zhang, Chen-Yu .
CELL RESEARCH, 2008, 18 (10) :997-1006
[6]
Circulating Plasma MiR-141 Is a Novel Biomarker for Metastatic Colon Cancer and Predicts Poor Prognosis [J].
Cheng, Hanyin ;
Zhang, Lina ;
Cogdell, David E. ;
Zheng, Hong ;
Schetter, Aaron J. ;
Nykter, Matti ;
Harris, Curtis C. ;
Chen, Kexin ;
Hamilton, Stanley R. ;
Zhang, Wei .
PLOS ONE, 2011, 6 (03)
[7]
Cheng HR, 2013, PLOS ONE, V8, DOI [10.1371/journal.pone.0053008, 10.1371/journal.pone.0064795]
[8]
Circulating microRNA profiles reflect the presence of breast tumours but not the profiles of microRNAs within the tumours [J].
Cookson, Victoria J. ;
Bentley, Michael A. ;
Hogan, Brian V. ;
Horgan, Kieran ;
Hayward, Bruce E. ;
Hazelwood, Lee D. ;
Hughes, Thomas A. .
CELLULAR ONCOLOGY, 2012, 35 (04) :301-308
[9]
Tolerance of Droplet-Digital PCR vs Real-Time Quantitative PCR to Inhibitory Substances [J].
Dingle, Tanis C. ;
Sedlak, Ruth Hall ;
Cook, Linda ;
Jerome, Keith R. .
CLINICAL CHEMISTRY, 2013, 59 (11) :1670-1672
[10]
MicroRNA profiling for the identification of cancers with unknown primary tissue-of-origin [J].
Ferracin, Manuela ;
Pedriali, Massimo ;
Veronese, Angelo ;
Zagatti, Barbara ;
Gafa, Roberta ;
Magri, Eros ;
Lunardi, Maria ;
Munerato, Gardenia ;
Querzoli, Giulia ;
Maestri, Iva ;
Ulazzi, Linda ;
Nenci, Italo ;
Croce, Carlo M. ;
Lanza, Giovanni ;
Querzoli, Patrizia ;
Negrini, Massimo .
JOURNAL OF PATHOLOGY, 2011, 225 (01) :43-53