MicroRNA expression profiles associated with pancreatic adenocarcinoma and ampullary adenocarcinoma

被引:142
作者
Schultz, Nicolai A. [1 ,2 ]
Werner, Jens [3 ]
Willenbrock, Hanni [4 ]
Roslind, Anne [5 ]
Giese, Nathalia [3 ]
Horn, Thomas [5 ]
Wojdemann, Morten [2 ]
Johansen, Julia S. [6 ,7 ]
机构
[1] Univ Copenhagen Hosp, Rigshosp, Dept Surg Gastroenterol & Transplantat, DK-2100 Copenhagen, Denmark
[2] Univ Copenhagen Hosp, Herlev Hosp, Dept Gastroenterol, Div Surg, DK-2100 Copenhagen, Denmark
[3] Heidelberg Univ, Dept Gen Visceral & Transplant Surg, Heidelberg, Germany
[4] Exiqon AS, Vedbaek, Denmark
[5] Univ Copenhagen Hosp, Herlev Hosp, Dept Pathol, DK-2100 Copenhagen, Denmark
[6] Univ Copenhagen Hosp, Herlev Hosp, Dept Oncol, DK-2100 Copenhagen, Denmark
[7] Univ Copenhagen Hosp, Herlev Hosp, Dept Med, DK-2100 Copenhagen, Denmark
关键词
ampullary adenocarcinoma; chronic pancreatitis; microRNA; normal pancreas; pancreatic adenocarcinoma; pancreatic cancer; CANCER; SIGNATURE; CARCINOMA; PATTERNS; PAPILLA; FROZEN; VATER;
D O I
10.1038/modpathol.2012.122
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
MicroRNAs have potential as diagnostic cancer biomarkers. The aim of this study was (1) to define microRNA expression patterns in formalin-fixed parafin-embedded tissue from pancreatic ductal adenocarcinoma, ampullary adenocarcinoma, normal pancreas and chronic pancreatitis without using micro-dissection and (2) to discover new diagnostic microRNAs and combinations of microRNAs in cancer tissue. The expression of 664 microRNAs in tissue from 170 pancreatic adenocarcinomas and 107 ampullary adenocarcinomas were analyzed using a commercial microRNA assay. Results were compared with chronic pancreatitis, normal pancreas and duodenal adenocarcinoma. In all, 43 microRNAs had higher and 41 microRNAs reduced expression in pancreatic cancer compared with normal pancreas. In all, 32 microRNAs were differently expressed in pancreatic adenocarcinoma compared with chronic pancreatitis (17 higher; 15 reduced). Several of these microRNAs have not before been related to diagnosis of pancreatic cancer (eg, miR-492, miR-614, miR-622). MiR-614, miR-492, miR-622, miR-135b* and miR-196 were most differently expressed. MicroRNA profiles of pancreatic and ampullary adenocarcinomas were correlated (0.990). MicroRNA expression profiles for pancreatic cancer described in the literature were consistent with our findings, and the microRNA profile for pancreatic adenocarcinoma (miR-196b-miR-217) was validated. We identified a more significant expression profile, the difference between miR-411 and miR-198 (P = 2.06 x 10(-54)) and a diagnostic LASSO classifier using 19 microRNAs (sensitivity 98.5%; positive predictive value 97.8%; accuracy 97.0%). We also identified microRNA profiles to subclassify ampullary adenocarcinomas into pancreatobiliary or intestinal type. In conclusion, we found that combinations of two microRNAs could roughly separate neoplastic from nonneoplastic samples. A diagnostic 19 microRNA classifier was constructed which without micro-dissection could discriminate pancreatic and ampullary adenocarcinomas from chronic pancreatitis and normal pancreas with high sensitivity and accuracy. Ongoing prospective studies will evaluate if these microRNA profiles are useful on fine-needle biopsies for early diagnosis of pancreatic cancer. Modern Pathology (2012) 25, 1609-1622; doi:10.1038/modpathol.2012.122; published online 10 August 2012
引用
收藏
页码:1609 / 1622
页数:14
相关论文
共 45 条
[1]  
Albores-Saavedra J, 2000, CANCER, V89, P508, DOI 10.1002/1097-0142(20000801)89:3<508::AID-CNCR5>3.0.CO
[2]  
2-D
[3]   Pathogenesis and treatment of neoplastic diseases of the papilla of Vater: Kausch-Whipple procedure with lymph node dissection in cancer of the papilla of Vater [J].
Beger, HG ;
Thorab, FC ;
Liu, Z ;
Harada, N ;
Rau, BM .
JOURNAL OF HEPATO-BILIARY-PANCREATIC SURGERY, 2004, 11 (04) :232-238
[4]   Presentation, treatment and outcome in patients with ampullary tumours [J].
Bettschart, V ;
Rahman, MQ ;
Engelken, FJF ;
Madhavan, KK ;
Parks, RW ;
Garden, OJ .
BRITISH JOURNAL OF SURGERY, 2004, 91 (12) :1600-1607
[5]   MicroRNA expression patterns to differentiate pancreatic adenocarcinoma from normal pancreas and chronic pancreatitis [J].
Bloomston, Mark ;
Frankel, Wendy L. ;
Petrocca, Fabio ;
Volinia, Stefano ;
Alder, Hansjuerg ;
Hagan, John P. ;
Liu, Chang-Gong ;
Bhatt, Darshna ;
Taccioli, Cristian ;
Croce, Carlo M. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2007, 297 (17) :1901-1908
[6]   Stromal biology of pancreatic cancer [J].
Chu, Gerald C. ;
Kimmelman, Alec C. ;
Hezel, Aram F. ;
DePinho, Ronald A. .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2007, 101 (04) :887-907
[7]   MicroRNA-21 is Overexpressed in Pancreatic Cancer and a Potential Predictor of Survival [J].
Dillhoff, Mary ;
Liu, James ;
Frankel, Wendy ;
Croce, Carlo ;
Bloomston, Mark .
JOURNAL OF GASTROINTESTINAL SURGERY, 2008, 12 (12) :2171-2176
[8]   miRNAs in human cancer [J].
Farazi, Thalia A. ;
Spitzer, Jessica I. ;
Morozov, Pavel ;
Tuschl, Thomas .
JOURNAL OF PATHOLOGY, 2011, 223 (02) :102-115
[9]   Sparse inverse covariance estimation with the graphical lasso [J].
Friedman, Jerome ;
Hastie, Trevor ;
Tibshirani, Robert .
BIOSTATISTICS, 2008, 9 (03) :432-441
[10]   The mir-200 family and mir-205 regulate epithelial to mesenchymal transition by targeting ZEB1 and SIP1 [J].
Gregory, Philip A. ;
Bert, Andrew G. ;
Paterson, Emily L. ;
Barry, Simon C. ;
Tsykin, Anna ;
Farshid, Gelareh ;
Vadas, Mathew A. ;
Khew-Goodall, Yeesim ;
Goodall, Gregory J. .
NATURE CELL BIOLOGY, 2008, 10 (05) :593-601