Identification and Evaluation of Plasma MicroRNAs for Early Detection of Colorectal Cancer

被引:142
作者
Luo, Xiaoya [1 ,2 ]
Stock, Christian [1 ]
Burwinkel, Barbara [3 ,4 ]
Brenner, Hermann [1 ]
机构
[1] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[2] Capital Med Univ, Beijing Friendship Hosp, Dept Gastroenterol, Beijing, Peoples R China
[3] Heidelberg Univ, Dept Gynecol & Obstet, Div Mol Biol Breast Canc, Heidelberg, Germany
[4] German Canc Res Ctr, Mol Epidemiol Grp, Heidelberg, Germany
关键词
OCCULT BLOOD-TESTS; CIRCULATING MICRORNAS; CROSS-VALIDATION; EXPRESSION; MARKERS; MIR-143; BIOMARKERS; CARCINOMA; ADENOMA; MIR-21;
D O I
10.1371/journal.pone.0062880
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Background: Colorectal cancer (CRC) is one of the most commonly diagnosed cancers. Circulating microRNAs (miRNAs) have been suggested as potentially promising markers for early detection of CRC. We aimed to identify and evaluate a panel of miRNAs that might be suitable for CRC early detection. Methods: MiRNAs were profiled by TaqMan MicroRNA Array and screened for differential expression in 5 pools of plasma samples of CRC patients (N = 50) and 5 pools of neoplasm-free controls (N = 50). Additional miRNAs were selected from a literature review. Identified candidates were evaluated in independent validation samples with respect to discrimination of CRC patients (N = 80) or advanced adenoma patients (N = 50) and neoplasm-free controls (N = 194). Diagnostic performance of the panel of miRNAs was assessed by multiple logistic regression, using bootstrap analysis to correct for over-optimism. Results: Five miRNAs identified to be differentially expressed from TaqMan MicroRNA Array (miR-29a, -106b, -133a, -342-3p, -532-3p), and seven miRNAs reported to be differentially expressed in the literature (miR-18a, -20a, -21, -92a, -143, -145, 181b) were selected for validation. Nine of the twelve miRNAs (miR-18a, -20a, -21, -29a, -92a, -106b, -133a, -143, -145) were found to be differentially expressed in CRC patients and controls in the validation samples. The optimism-corrected area under the curve was 0.745 (95% confidence interval: 0.708-0.846). None of the selected miRNAs showed significant differential expression between advanced adenoma patients and neoplasm-free controls. Conclusion: The identified panel of miRNAs could be of potential use in the development of a multi-marker blood based test for early detection of CRC. Impact: The study underscores the high potential of plasma miRNAs for the improvement of current offers of non-invasive CRC screening.
引用
收藏
页数:9
相关论文
共 53 条
[1]
Bootstrap estimated true and false positive rates and ROC curve [J].
Adler, Werner ;
Lausen, Berthold .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2009, 53 (03) :718-729
[2]
Investigation of miR-21, miR-141, and miR-221 in blood circulation of patients with prostate cancer [J].
Agaoglu, Fulya Yaman ;
Kovancilar, Muge ;
Dizdar, Yavuz ;
Darendeliler, Emin ;
Holdenrieder, Stefan ;
Dalay, Nejat ;
Gezer, Ugur .
TUMOR BIOLOGY, 2011, 32 (03) :583-588
[3]
Ali S, 2011, AM J TRANSL RES, V3, P28
[4]
Characterization of global microRNA expression reveals oncogenic potential of miR-145 in metastatic colorectal cancer [J].
Arndt, Greg M. ;
Dossey, Lesley ;
Cullen, Lara M. ;
Lai, Angela ;
Druker, Riki ;
Eisbacher, Michael ;
Zhang, Chunyan ;
Tran, Nham ;
Fan, Hongtao ;
Retzlaff, Kathy ;
Bittner, Anton ;
Raponi, Mitch .
BMC CANCER, 2009, 9 :374
[5]
MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[6]
Serum MicroRNA-21 as Marker for Necroinflammation in Hepatitis C Patients with and without Hepatocellular Carcinoma [J].
Bihrer, Verena ;
Waidmann, Oliver ;
Friedrich-Rust, Mireen ;
Forestier, Nicole ;
Susser, Simone ;
Haupenthal, Joerg ;
Welker, Martin ;
Shi, Ying ;
Peveling-Oberhag, Jan ;
Polta, Andreas ;
von Wagner, Michael ;
Radeke, Heinfried H. ;
Sarrazin, Christoph ;
Trojan, Joerg ;
Zeuzem, Stefan ;
Kronenberger, Bernd ;
Piiper, Albrecht .
PLOS ONE, 2011, 6 (10)
[7]
Long-Term Risk of Colorectal Cancer After Negative Colonoscopy [J].
Brenner, Hermann ;
Chang-Claude, Jenny ;
Seiler, Christoph M. ;
Hoffmeister, Michael .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (28) :3761-3767
[8]
Protection From Colorectal Cancer After Colonoscopy A Population-Based, Case-Control Study [J].
Brenner, Hermann ;
Chang-Claude, Jenny ;
Seiler, Christoph M. ;
Rickert, Alexander ;
Hoffmeister, Michael .
ANNALS OF INTERNAL MEDICINE, 2011, 154 (01) :22-U156
[9]
Low-Dose Aspirin Use and Performance of Immunochemical Fecal Occult Blood Tests [J].
Brenner, Hermann ;
Tao, Sha ;
Haug, Ulrike .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2010, 304 (22) :2513-2520
[10]
Inter-test agreement and quantitative cross-validation of immunochromatographical fecal occult blood tests [J].
Brenner, Hermann ;
Haug, Ulrike ;
Hundt, Sabrina .
INTERNATIONAL JOURNAL OF CANCER, 2010, 127 (07) :1643-1649