Prognostic MicroRNAs in Cancer Tissue from Patients Operated for Pancreatic Cancer-Five MicroRNAs in a Prognostic Index

被引:91
作者
Schultz, Nicolai A. [1 ]
Andersen, Klaus K. [2 ]
Roslind, Anne [2 ]
Willenbrock, Hanni [3 ,4 ]
Wojdemann, Morten [5 ]
Johansen, Julia S. [6 ]
机构
[1] Rigshosp, Copenhagen Univ Hosp, Dept Surg Gastroenterol & Transplantat, DK-2100 Copenhagen, Denmark
[2] Danish Canc Soc, Inst Canc Epidemiol, Copenhagen, Denmark
[3] Copenhagen Univ Hosp, Herlev Hosp, Dept Pathol, Div Surg, Copenhagen, Denmark
[4] Exiqon, Vedbaek, Denmark
[5] Copenhagen Univ Hosp, Herlev Hosp, Div Surg, Dept Gastroenterol, Copenhagen, Denmark
[6] Copenhagen Univ Hosp, Herlev Hosp, Dept Oncol & Med, Copenhagen, Denmark
关键词
EXPRESSION PATTERNS; CA19-9; LEVELS; SURVIVAL; MIRNAS; RECOMMENDATIONS; ADENOCARCINOMA; TRANSCRIPTOME; PROFILES; FROZEN; TUMORS;
D O I
10.1007/s00268-012-1705-y
中图分类号
R61 [外科手术学];
学科分类号
摘要
The aim of the present study was to identify a panel of microRNAs (miRNAs) that can predict overall survival (OS) in non micro-dissected cancer tissues from patients operated for pancreatic cancer (PC). MiRNAs were purified from formalin-fixed paraffin embedded (FFPE) cancer tissue from 225 patients operated for PC. Only a few of those patients received adjuvant chemotherapy. Expressions of miRNAs were determined with the TaqMan MicroRNA Array v2.0. Two statistical methods, univariate selection and the Lasso (Least Absolute Shrinkage and Selection Operator) method, were applied in conjunction with the Cox proportional hazard model to relate miRNAs to OS. High expression of miR-212 and miR-675 and low expression of miR-148a*, miR-187, and let-7g* predicted short OS independent of age, gender, calendar year of operation, KRAS mutation status, tumor stage, American Society of Anesthesiologists (ASA) score, localization (not miR-148a*), and differentiation of tumor. A prognostic index (PI) based on these five miRNAs was calculated for each patient. The median survival was 1.09 years (Confidence Interval [CI] 0.98-1.43) for PI > median PI compared to 2.23 years (CI 1.84-4.36) for PI < median. MiR-212, miR-675, miR-187, miR-205, miR-944, miR-431, miR-194*, miR-148a*, and miR-769-5p showed the strongest prediction ability by the Lasso method. Thus miR-212, miR-675, miR-187, and miR-148a* were predictors for OS in both statistical methods. The combination of five miRNAs expression in non micro-dissected FFPE PC tissue can identify patients with short OS after radical surgery. The results are independent of chemotherapy treatment. Patients with a prognostic index > median had a very short median OS of only 1 year.
引用
收藏
页码:2699 / 2707
页数:9
相关论文
共 51 条
[1]  
Ali S, 2011, AM J TRANSL RES, V3, P28
[2]  
[Anonymous], 2000, PATHOLOGY GENETICS T
[3]  
[Anonymous], 2007, R LANG ENV STAT COMP
[4]   MicroRNAs: Novel Biomarkers for Human Cancer [J].
Bartels, Claudine L. ;
Tsongalis, Gregory J. .
CLINICAL CHEMISTRY, 2009, 55 (04) :623-631
[5]   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
[6]   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
[7]   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
[8]   Predicting survival from microarray data -: a comparative study [J].
Bovelstad, H. M. ;
Nygard, S. ;
Storvold, H. L. ;
Aldrin, M. ;
Borgan, O. ;
Frigessi, A. ;
Lingjaerde, O. C. .
BIOINFORMATICS, 2007, 23 (16) :2080-2087
[9]   Transcriptome analysis of microdissected pancreatic intraepithelial neoplastic lesions [J].
Buchholz, M ;
Braun, M ;
Heidenblut, A ;
Kestler, HA ;
Klöppel, G ;
Schmiegel, W ;
Hahn, SA ;
Lüttges, J ;
Gress, TM .
ONCOGENE, 2005, 24 (44) :6626-6636
[10]   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