New DNA Methylation Markers for Pancreatic Cancer: Discovery, Tissue Validation, and Pilot Testing in Pancreatic Juice

被引:100
|
作者
Kisiel, John B. [1 ]
Raimondo, Massimo [2 ]
Taylor, William R. [1 ]
Yab, Tracy C. [1 ]
Mahoney, Douglas W. [3 ]
Sun, Zhifu [3 ]
Middha, Sumit [3 ]
Baheti, Saurabh [3 ]
Zou, Hongzhi [4 ]
Smyrk, Thomas C. [5 ]
Boardman, Lisa A. [1 ]
Petersen, Gloria M. [6 ]
Ahlquist, David A. [1 ]
机构
[1] Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN 55905 USA
[2] Mayo Clin, Div Gastroenterol & Hepatol, Jacksonville, FL 32224 USA
[3] Mayo Clin, Dept Biomed Stat & Informat, Rochester, MN 55905 USA
[4] Mayo Clin, Ctr Individualized Med, Rochester, MN 55905 USA
[5] Mayo Clin, Anat Pathol, Rochester, MN 55905 USA
[6] Mayo Clin, Dept Epidemiol, Rochester, MN 55905 USA
关键词
K-RAS MUTATIONS; COLORECTAL-CANCER; CPG ISLANDS; STOOL; GENE; ADENOCARCINOMA; REVEALS; PROFILE; SAMPLES;
D O I
10.1158/1078-0432.CCR-14-2469
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Discriminant markers for pancreatic cancer detection are needed. We sought to identify and validate methylated DNA markers for pancreatic cancer using next-generation sequencing unbiased by known targets. Experimental Design: At a referral center, we conducted four sequential case-control studies: discovery, technical validation, biologic validation, and clinical piloting. Candidate markers were identified using variance-inflated logistic regression on reducedrepresentation bisulfite DNA sequencing results from matched pancreatic cancers, benign pancreas, and normal colon tissues. Markers were validated technically on replicate discovery study DNA and biologically on independent, matched, blinded tissues by methylation-specific PCR. Clinical testing of six methylation candidates and mutant KRAS was performed on secretin-stimulated pancreatic juice samples from 61 patients with pancreatic cancer, 22 with chronic pancreatitis, and 19 with normal pancreas on endoscopic ultrasound. Areas under receiver-operating characteristics curves (AUC) for markers were calculated. Results: Sequencing identified >500 differentially hyper-methylated regions. On independent tissues, AUC on 19 selected markers ranged between 0.73 and 0.97. Pancreatic juice AUC values for CD1D, KCNK12, CLEC11A, NDRG4, IKZF1, PKRCB, and KRAS were 0.92*, 0.88, 0.85, 0.85, 0.84, 0.83, and 0.75, respectively, for pancreatic cancer compared with normal pancreas and 0.92*, 0.73, 0.76, 0.85*, 0.73, 0.77, and 0.62 for pancreatic cancer compared with chronic pancreatitis (*, P = 0.001 vs. KRAS). Conclusions: We identified and validated novel DNA methylation markers strongly associated with pancreatic cancer. On pilot testing in pancreatic juice, best markers (especially CD1D) highly discriminated pancreatic cases from controls. (C) 2015 AACR.
引用
收藏
页码:4473 / 4481
页数:9
相关论文
共 42 条
  • [1] Detection of Gastric Cancer with Novel Methylated DNA Markers: Discovery, Tissue Validation, and Pilot Testing in Plasma
    Anderson, Bradley W.
    Suh, Yun-Suhk
    Choi, Boram
    Lee, Hyuk-Joon
    Yab, Tracy C.
    Taylor, William R.
    Dukek, Brian A.
    Berger, Calise K.
    Cao, Xiaoming
    Foote, Patrick H.
    Devens, Mary E.
    Boardman, Lisa A.
    Kisiel, John B.
    Mahoney, Douglas W.
    Slettedahl, Seth W.
    Allawi, Hatim T.
    Lidgard, Graham P.
    Smyrk, Thomas C.
    Yang, Han-Kwang
    Ahlquist, David A.
    CLINICAL CANCER RESEARCH, 2018, 24 (22) : 5724 - 5734
  • [2] Stool DNA testing for the detection of pancreatic cancer Assessment of Methylation Marker Candidates
    Kisiel, John B.
    Yab, Tracy C.
    Taylor, William R.
    Chari, Suresh T.
    Petersen, Gloria M.
    Mahoney, Douglas W.
    Ahlquist, David A.
    CANCER, 2012, 118 (10) : 2623 - 2631
  • [3] Novel Methylated DNA Markers Discriminate Advanced Neoplasia in Pancreatic Cysts: Marker Discovery, Tissue Validation, and Cyst Fluid Testing
    Majumder, Shounak
    Taylor, William R.
    Yab, Tracy C.
    Berger, Calise K.
    Dukek, Brian A.
    Cao, Xiaoming
    Foote, Patrick H.
    Wu, Chung Wah
    Mahoney, Douglas W.
    Aslanian, Harry R.
    Fernandez-Del Castillo, Carlos
    Doyle, Leona A.
    Farrell, James J.
    Fisher, William E.
    Lee, Linda S.
    Lee, Yvonne N.
    Park, Walter
    Rodrigues, Clifton
    Rothberg, Bonnie Elyssa Gould
    Salem, Ronald R.
    Simeone, Diane M.
    Urs, Sumithra
    Van Buren, George
    Smyrk, Thomas C.
    Allawi, Hatim T.
    Lidgard, Graham P.
    Raimondo, Massimo
    Chari, Suresh T.
    Kendrick, Michael L.
    Kisiel, John B.
    Topazian, Mark D.
    Ahlquist, David A.
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2019, 114 (09): : 1539 - 1549
  • [4] Discovery and validation of tissue-specific DNA methylation as noninvasive diagnostic markers for colorectal cancer
    Dapeng Li
    Lei Zhang
    Jinming Fu
    Hao Huang
    Yanlong Liu
    Lin Zhu
    Hongru Sun
    Simin Sun
    Ding Zhang
    Tian Tian
    Fan Wang
    Fulan Hu
    Xiaolin Peng
    Gairui Li
    Liyuan Zhao
    Ting Zheng
    Xuan Wang
    Binbin Cui
    Yashuang Zhao
    Clinical Epigenetics, 2022, 14
  • [5] Discovery and validation of tissue-specific DNA methylation as noninvasive diagnostic markers for colorectal cancer
    Li, Dapeng
    Zhang, Lei
    Fu, Jinming
    Huang, Hao
    Liu, Yanlong
    Zhu, Lin
    Sun, Hongru
    Sun, Simin
    Zhang, Ding
    Tian, Tian
    Wang, Fan
    Hu, Fulan
    Peng, Xiaolin
    Li, Gairui
    Zhao, Liyuan
    Zheng, Ting
    Wang, Xuan
    Cui, Binbin
    Zhao, Yashuang
    CLINICAL EPIGENETICS, 2022, 14 (01)
  • [6] DNA Methylation Markers for Detection of Cholangiocarcinoma: Discovery, Validation, and Clinical Testing in Biliary Brushings and Plasma
    Yang, Ju Dong
    Ghoz, Hassan
    Aboelsoud, Mohammed M.
    Taylor, William R.
    Yab, Tracy C.
    Berger, Calise K.
    Cao, Xiaoming
    Foote, Patrick H.
    Giama, Nasra H.
    Fritcher, Emily G. Barr
    Mahoney, Douglas W.
    Moser, Catherine D.
    Smyrk, Thomas C.
    Kipp, Benjamin R.
    Gores, Gregory J.
    Roberts, Lewis R.
    Kisiel, John B.
    HEPATOLOGY COMMUNICATIONS, 2021, 5 (08) : 1448 - 1459
  • [7] Methylation Profile of Circulating Plasma DNA in Patients With Pancreatic Cancer
    Melnikov, Anatoliy A.
    Scholtens, Denise
    Talamonti, Mark S.
    Bentrem, David J.
    Levenson, Victor V.
    JOURNAL OF SURGICAL ONCOLOGY, 2009, 99 (02) : 119 - 122
  • [8] Deciphering DNA methylation signatures of pancreatic cancer and pancreatitis
    Natale, Francesco
    Vivo, Maria
    Falco, Geppino
    Angrisano, Tiziana
    CLINICAL EPIGENETICS, 2019, 11 (01)
  • [9] Characterizing DNA methylation patterns in pancreatic cancer genome
    Tan, Aik Choon
    Jimeno, Antonio
    Lin, Steven H.
    Wheelhouse, Jenna
    Chan, Fonda
    Solomon, Anna
    Rajeshkumar, N. V.
    Rubio-Viqueira, Belen
    Hidalgo, Manuel
    MOLECULAR ONCOLOGY, 2009, 3 (5-6) : 425 - 438
  • [10] Validation of Blood Testing for K-ras Mutations in Colorectal and Pancreatic Cancer
    Rogosnitzky, Moshe
    Danks, Rachel
    ANTICANCER RESEARCH, 2010, 30 (07) : 2943 - 2947