Promoter hypermethylation in plasma-derived cell-free DNA as a prognostic marker for pancreatic adenocarcinoma staging

被引:33
作者
Henriksen, Stine Dam [1 ,2 ,3 ,4 ]
Madsen, Poul Henning [5 ]
Larsen, Anders Christian [1 ]
Johansen, Martin Berg [6 ]
Pedersen, Inge Sokilde [5 ]
Krarup, Henrik [4 ,5 ]
Thorlacius-Ussing, Ole [1 ,3 ,4 ]
机构
[1] Aalborg Univ Hosp, Dept Gastrointestinal Surg, Aalborg, Denmark
[2] Hosp Vendsyssel, Dept Gen Surg, Hjorring, Denmark
[3] Aalborg Univ, Dept Clin Med, Hobrovej 18-22, DK-9000 Aalborg, Denmark
[4] Aalborg Univ Hosp, Clin Canc Res Ctr, Aalborg, Denmark
[5] Aalborg Univ Hosp, Sect Mol Diagnost, Clin Biochem, Aalborg, Denmark
[6] Aalborg Univ Hosp, Unit Clin Biostat & Bioinformat, Aalborg, Denmark
关键词
biomarker; epigenetics; hypermethylation; pancreatic cancer; prognosis; CANCER; METHYLATION; SERUM; DIAGNOSIS; GENES;
D O I
10.1002/ijc.31024
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Correct staging of pancreatic cancer is paramount, as treatment is stage specific. However, minimally invasive tools to facilitate staging are lacking. DNA promoter hypermethylation is a hallmark of cancer. The aim of this study is to evaluate promoter hypermethylation in cell-free DNA as a prognostic marker for stage classification of pancreatic adenocarcinoma. Consecutive patients with pancreatic adenocarcinoma were prospectively included. Plasma samples were obtained before diagnostic work-up and treatment. Patients were staged according to the TNM classification. Methylation-specific PCR of 28 genes was performed. Prognostic prediction models for staging of pancreatic adenocarcinoma were developed by multivariable logistic regression analysis using stepwise backwards elimination. Ninety-five patients with pancreatic adenocarcinoma were included. The mean number of hypermethylated genes was identical for stage I, II and III disease (7.09 (95% CI; 5.51-8.66), 7.00 (95% CI; 5.93-8.07) and 6.77 (95% CI; 5.08-8.46)), respectively, and highly significantly different from stage IV disease (10.24 (95% CI; 8.88-11.60)). The prediction model (SEPT9v2, SST, ALX4, CDKN2B, HIC1, MLH1, NEUROG1, and BNC1) enabled the differentiation of stage IV from stage I-III disease (AUC of 0.87 (cut point 0.55; sensitivity 74%, specificity 87%)). Model (MLH1, SEPT9v2, BNC1, ALX4, CDKN2B, NEUROG1, WNT5A, and TFPI2) enabled the differentiation of stage I-II from stage III-IV disease (AUC of 0.82 (cut point 0.66; sensitivity 73%, specificity 80%)). Cell-free DNA promoter hypermethylation has the potential to be blood-based prognostic markers for pancreatic adenocarcinoma, as panels of hypermethylated genes enables the differentiation according to cancer stage. However, further validation is required.
引用
收藏
页码:2489 / 2497
页数:9
相关论文
共 34 条
[1]  
[Anonymous], PANCR CANC STAG
[2]  
[Anonymous], LAB TECHNIQUES THROM
[3]   Hospital of diagnosis and likelihood of surgical treatment for pancreatic cancer [J].
Bakens, M. J. A. M. ;
van Gestel, Y. R. B. M. ;
Bongers, M. ;
Besselink, M. G. H. ;
Dejong, C. H. C. ;
Molenaar, I. Q. ;
Busch, O. R. C. ;
Lemmens, V. E. P. P. ;
de Hingh, I. H. J. T. .
BRITISH JOURNAL OF SURGERY, 2015, 102 (13) :1670-1675
[4]   Serum CA 19-9 as a Biomarker for Pancreatic Cancer-A Comprehensive Review [J].
Ballehaninna U.K. ;
Chamberlain R.S. .
Indian Journal of Surgical Oncology, 2011, 2 (2) :88-100
[5]   Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies [J].
Bettegowda, Chetan ;
Sausen, Mark ;
Leary, Rebecca J. ;
Kinde, Isaac ;
Wang, Yuxuan ;
Agrawal, Nishant ;
Bartlett, Bjarne R. ;
Wang, Hao ;
Luber, Brandon ;
Alani, Rhoda M. ;
Antonarakis, Emmanuel S. ;
Azad, Nilofer S. ;
Bardelli, Alberto ;
Brem, Henry ;
Cameron, John L. ;
Lee, Clarence C. ;
Fecher, Leslie A. ;
Gallia, Gary L. ;
Gibbs, Peter ;
Le, Dung ;
Giuntoli, Robert L. ;
Goggins, Michael ;
Hogarty, Michael D. ;
Holdhoff, Matthias ;
Hong, Seung-Mo ;
Jiao, Yuchen ;
Juhl, Hartmut H. ;
Kim, Jenny J. ;
Siravegna, Giulia ;
Laheru, Daniel A. ;
Lauricella, Calogero ;
Lim, Michael ;
Lipson, Evan J. ;
Marie, Suely Kazue Nagahashi ;
Netto, George J. ;
Oliner, Kelly S. ;
Olivi, Alessandro ;
Olsson, Louise ;
Riggins, Gregory J. ;
Sartore-Bianchi, Andrea ;
Schmidt, Kerstin ;
Shih, Ie-Ming ;
Oba-Shinjo, Sueli Mieko ;
Siena, Salvatore ;
Theodorescu, Dan ;
Tie, Jeanne ;
Harkins, Timothy T. ;
Veronese, Silvio ;
Wang, Tian-Li ;
Weingart, Jon D. .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
[6]   Kruppel-Like Factor 10 Expression as a Prognostic Indicator for Pancreatic Adenocarcinoma [J].
Chang, Vincent H. S. ;
Chu, Pei-Yi ;
Peng, Shu-Ling ;
Mao, Tsui-Lien ;
Shan, Yan-Shen ;
Hsu, Ching-Fang ;
Lin, Chun-Yu ;
Tsai, Kelvin K. C. ;
Yu, Winston C. Y. ;
Ch'ang, Hui-Ju .
AMERICAN JOURNAL OF PATHOLOGY, 2012, 181 (02) :423-430
[7]  
Costa Fabricio F, 2010, Cancer Manag Res, V2, P255, DOI 10.2147/CMR.S7280
[8]   Genetic and Epigenetic Alterations in Pancreatic Carcinogenesis [J].
Delpu, Yannick ;
Hanoun, Naima ;
Lulka, Hubert ;
Sicard, Flavie ;
Selves, Janick ;
Buscail, Louis ;
Torrisani, Jerome ;
Cordelier, Pierre .
CURRENT GENOMICS, 2011, 12 (01) :15-24
[9]  
Esteller M, 1999, CANCER RES, V59, P67
[10]   Definitive Characterization of CA 19-9 in Resectable Pancreatic Cancer Using a Reference Set of Serum and Plasma Specimens [J].
Haab, Brian B. ;
Huang, Ying ;
Balasenthil, Seetharaman ;
Partyka, Katie ;
Tang, Huiyuan ;
Anderson, Michelle ;
Allen, Peter ;
Sasson, Aaron ;
Zeh, Herbert ;
Kaul, Karen ;
Kletter, Doron ;
Ge, Shaokui ;
Bern, Marshall ;
Kwon, Richard ;
Blasutig, Ivan ;
Srivastava, Sudhir ;
Frazier, Marsha L. ;
Sen, Subrata ;
Hollingsworth, Michael A. ;
Rinaudo, Jo Ann ;
Killary, Ann M. ;
Brand, Randall E. .
PLOS ONE, 2015, 10 (10)