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 50 条
  • [1] PANCREATIC CANCER DETECTION USING METHYLATED DNA MARKERS IN PANCREATIC JUICE: A PROSPECTIVE MULTICENTER VALIDATION STUDY
    Engels, Megan M.
    Berger, Calise K.
    Hoogenboom, Sanne A.
    Sarwal, Dhruv
    Klatte, Derk C.
    De La Fuente, Jaime
    Gandhi, Sonal
    Taylor, William R.
    Foote, Patrick H.
    Doering, Karen
    Delgado, Adriana
    Burger, Kelli N.
    Mahoney, Douglas
    Abu Dayyeh, Barham K.
    Bofill-Garcia, Aliana
    Brahmbhatt, Bhaumik
    Chandrasekhara, Vinay
    Gleeson, Ferga C.
    Gomez, Victoria
    Kumbhari, Vivek
    Law, Ryan
    Levy, Michael J.
    Lukens, Frank
    Raimondo, Massimo
    Rajan, Elizabeth
    Storm, Andrew C.
    Vargas, Eric J.
    Wallace, Michael B.
    Kisiel, John B.
    Majumder, Shounak
    GASTROENTEROLOGY, 2023, 164 (06) : S267 - S267
  • [2] DNA Methylation Markers for Detection of Extrahepatic Cholangiocarcinoma: Discovery, Tissue validation, and Pilot Testing in Biliary Brush Samples
    Ghoz, Hassan M.
    Aboelsoud, Mohammed M.
    Yab, Tracy C.
    Berger, Calise K.
    Taylor, William R.
    Cao, Xiaoming
    Foote, Patrick H.
    Giama, Nasra H.
    Moser, Catherine D.
    Mahoney, Douglas W.
    Fritcher, Emily G. Barr
    Kipp, Benjamin R.
    Smyrk, Thomas C.
    Roberts, Lewis R.
    Ahlquist, David
    Kisiel, John B.
    HEPATOLOGY, 2015, 62 : 295A - 295A
  • [3] 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
  • [4] 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
  • [5] Detection of Pancreatic High-Grade Dysplasia and Cancer using Novel Methylated DNA Markers: Discovery and Tissue Validation
    Majumder, Shounak
    Taylor, William R.
    Yab, Tracy C.
    Cao, Xiaoming
    Foote, Patrick H.
    Berger, Calise K.
    Smyrk, Thomas
    Mahoney, Douglas W.
    Chari, Suresh
    Kisiel, John B.
    Ahlquist, David A.
    GASTROENTEROLOGY, 2016, 150 (04) : S120 - S121
  • [6] DNA methylation alterations in the pancreatic juice of patients with suspected pancreatic disease
    Matsubayashi, H
    Canto, M
    Sato, N
    Klein, A
    Abe, T
    Yamashita, K
    Yeo, CJ
    Kalloo, A
    Hruban, R
    Goggins, M
    CANCER RESEARCH, 2006, 66 (02) : 1208 - 1217
  • [7] Cell-Free DNA Methylation: The New Frontiers of Pancreatic Cancer Biomarkers' Discovery
    Brancaccio, Mariarita
    Natale, Francesco
    Falco, Geppino
    Angrisano, Tiziana
    GENES, 2020, 11 (01)
  • [8] 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
  • [9] 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)
  • [10] Molecular detection of pancreatic neuroendocrine tumors using methylated DNA markers: Discovery and tissue validation.
    Majumder, Shounak
    Berger, Calise K.
    Foote, Patrick H.
    Cao, Xiaoming
    McGlinch, Maria
    Gysbers, Brianna
    Halfdanarson, Thorvardur Ragnar
    Graham, Rondell P.
    de la Fuente, Jaime
    Robran, Mariah J.
    Doering, Karen A.
    Burger, Kelli
    Mahoney, Douglas W.
    Taylor, William R.
    Petersen, Gloria M.
    Ahlquist, David A.
    Kisiel, John B.
    JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)