Diagnosis of Pancreatic Ductal Adenocarcinoma and Chronic Pancreatitis by Measurement of microRNA Abundance in Blood and Tissue

被引:101
作者
Bauer, Andrea S. [1 ]
Keller, Andreas [2 ]
Costello, Eithne [3 ,4 ]
Greenhalf, William [3 ,4 ]
Bier, Melanie [1 ]
Borries, Anne [2 ]
Beier, Markus [2 ]
Neoptolemos, John [3 ,4 ]
Buechler, Markus [5 ]
Werner, Jens [5 ]
Giese, Nathalia [5 ]
Hoheisel, Joerg D. [1 ]
机构
[1] Deutsch Krebsforschungszentrum, Div Funct Genome Anal, D-6900 Heidelberg, Germany
[2] Biomarker Discovery Ctr Heidelberg, Heidelberg, Germany
[3] Royal Liverpool Univ Hosp, Natl Inst Hlth Res, Pancreas Biomed Res Unit, Liverpool, Merseyside, England
[4] Royal Liverpool Univ Hosp, Liverpool Expt Canc Med Ctr, Liverpool, Merseyside, England
[5] Heidelberg Univ, Dept Surg, D-6900 Heidelberg, Germany
关键词
FALSE DISCOVERY RATE; CANCER; MICROARRAY;
D O I
10.1371/journal.pone.0034151
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
A solid process for diagnosis could have a substantial impact on the successful treatment of pancreatic cancer, for which currently mortality is nearly identical to incidence. Variations in the abundance of all microRNA molecules from peripheral blood cells and pancreas tissues were analyzed on microarrays and in part validated by real-time PCR assays. In total, 245 samples from two clinical centers were studied that were obtained from patients with pancreatic ductal adenocarcinoma or chronic pancreatitis and from healthy donors. Utilizing the minimally invasive blood test, receiver operating characteristic (ROC) curves and the corresponding area under the curve (AUC) analysis demonstrated very high sensitivity and specificity of a distinction between healthy people and patients with either cancer or chronic pancreatitis; respective AUC values of 0.973 and 0.950 were obtained. Confirmative and partly even more discriminative diagnosis could be performed on tissue samples with AUC values of 1.0 and 0.937, respectively. In addition, discrimination between cancer and chronic pancreatitis was achieved (AUC = 0.875). Also, several miRNAs were identified that exhibited abundance variations in both tissue and blood samples. The results could have an immediate diagnostic value for the evaluation of tumor reoccurrence in patients, who have undergone curative surgical resection, and for people with a familial risk of pancreatic cancer.
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页数:6
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