Commonality and differences of methylation signatures in the plasma of patients with pancreatic cancer and colorectal cancer

被引:24
|
作者
Melson, Joshua [1 ]
Li, Yan [2 ]
Cassinotti, Elisa [3 ]
Melnikov, Anatoliy [4 ]
Boni, Luigi [3 ]
Ai, Junmei [2 ]
Greenspan, Michael [1 ]
Mobarhan, Sohrab [1 ]
Levenson, Victor [4 ]
Deng, Youping [2 ]
机构
[1] Rush Univ, Med Ctr, Div Digest Dis, Chicago, IL 60612 USA
[2] Rush Univ, Med Ctr, Canc Ctr Quantitat Sci Core, Dept Internal Med,Dept Biochem, Chicago, IL 60612 USA
[3] Univ Insubria, Minimally Invas Surg Res Ctr, Dept Surg Sci, Varese, Italy
[4] US Biomarkers Inc, Buffalo Grove, NY USA
关键词
methylation; biomarkers; pancreatic cancer; colorectal cancer; cancer screening; epigenetics; STOOL DNA TEST; PERIPHERAL-BLOOD; BREAST; GENES; HYPERMETHYLATION; PREPROENKEPHALIN; COLONOSCOPY; STATISTICS; BIOMARKERS; NEOPLASIA;
D O I
10.1002/ijc.28593
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Profiling of DNA methylation status of specific genes is a way to screen for colorectal cancer (CRC) and pancreatic cancer (PC) in blood. The commonality of methylation status of cancer-related tumor suppressor genes between CRC and PC is largely unknown. Methylation status of 56 cancer-related genes was compared in plasma of patients in the following cohorts: CRC, PC and healthy controls. Cross validation determined the best model by area under ROC curve (AUC) to differentiate cancer methylation profiles from controls. Optimal preferential gene methylation signatures were derived to differentiate either cancer (CRC or PC) from controls. For CRC alone, a three gene signature (CYCD2, HIC and VHL) had an AUC 0.9310, sensitivity (Sens)=0.826, specificity (Spec)=0.9383. For PC alone, an optimal signature consisted of five genes (VHL, MYF3, TMS, GPC3 and SRBC), AUC 0.848; Sens=0.807, Spec=0.666. Combined PC and CRC signature or combined cancer signature was derived to differentiate either CRC and PC from controls (MDR1, SRBC, VHL, MUC2, RB1, SYK and GPC3) AUC=0.8177, Sens=0.6316 Spec=0.840. In a validation cohort, N=10 CRC patients, the optimal CRC signature (CYCD2, HIC and VHL) had AUC 0.900. In all derived signatures (CRC, PC and combined cancer signature) the optimal panel used preferential VHL methylation. In conclusion, CRC and PC differ in specific genes methylated in plasma other than VHL. Preferential methylation of VHL is shared in the optimal signature for CRC alone, PC alone and combined PC and CRC. Future investigations may identify additional methylation markers informative for the presence of both CRC and PC. What's new? The potential use of the methylation status of cancer-related genes as a biomarker for plasma-based screening is an area of investigation for both pancreatic and colorectal cancer. While there is evidence that pancreatic and colorectal cancer may share methylation markerswhich might enable concomitant and non-invasive screeninghow similar their methylation profiles is remains unknown. Here, the authors defined the best methylation signature for both pancreatic and colorectal cancer and identified VHL as a shared optimal marker. The findings suggest that the methylation status of genes may be utilized as a potential source of information on both types of tumors.
引用
收藏
页码:2656 / 2662
页数:7
相关论文
共 50 条
  • [1] DNA methylation signatures in colorectal cancer
    Whitehall, Vicki
    Dumenil, Troy
    Scherer, Andreas
    Greco, Sonia
    Mould, Arne
    Boyle, Glen
    Leggett, Barbara
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2012, 27 : 28 - 28
  • [2] 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
  • [3] Deciphering DNA methylation signatures of pancreatic cancer and pancreatitis
    Natale, Francesco
    Vivo, Maria
    Falco, Geppino
    Angrisano, Tiziana
    CLINICAL EPIGENETICS, 2019, 11 (01)
  • [4] Deciphering DNA methylation signatures of pancreatic cancer and pancreatitis
    Francesco Natale
    Maria Vivo
    Geppino Falco
    Tiziana Angrisano
    Clinical Epigenetics, 2019, 11
  • [5] Differences in DNA Methylation Signatures Reveal Multiple Pathways of Progression From Adenoma to Colorectal Cancer
    Luo, Yanxin
    Wong, Chao-Jen
    Kaz, Andrew M.
    Dzieciatkowski, Slavomir
    Carter, Kelly T.
    Morris, Shelli M.
    Wang, Jianping
    Willis, Joseph E.
    Makar, Karen W.
    Ulrich, Cornelia M.
    Lutterbaugh, James D.
    Shrubsole, Martha J.
    Zheng, Wei
    Markowitz, Sanford D.
    Grady, William M.
    GASTROENTEROLOGY, 2014, 147 (02) : 418 - +
  • [6] Comprehensive analysis of plasma cfDNA methylation biomarkers for pancreatic cancer patients
    Imai, Kenta
    Takahashi, Kazuki
    Yanagaki, Mitsuru
    Uwagawa, Tadashi
    Ueno, Toshihide
    Niida, Atsushi
    Kohsaka, Shinji
    CANCER SCIENCE, 2025, 116 : 1722 - 1722
  • [7] Non-invasive detection of colorectal cancer and advanced adenoma using cancer-specific methylation signatures in plasma ctDNA
    Zhu, Boqun
    Cai, Mingyan
    Cai, Guoxiang
    Yang, Jinlin
    Zhou, Changjiang
    Nie, Yuqiang
    Wang, Hui
    Gore, Athurva
    Gong, Haibo
    Liu, Rui
    Zhou, Pinghong
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2019, 34 : 484 - 484
  • [8] Evaluation of Prognostic Immune Signatures in Patients with Breast, Colorectal and Pancreatic Cancer Receiving Chemotherapy
    Vogl, Ursula M.
    Oehler, Leopold
    Rasic, Masa
    Frischer, Josa M.
    Modak, Madhura
    Stoeckl, Johannes
    ANTICANCER RESEARCH, 2017, 37 (04) : 1947 - 1955
  • [9] Fecal microbiome signatures of pancreatic cancer patients
    Half, Elizabeth
    Keren, Nirit
    Reshef, Leah
    Dorfman, Tatiana
    Lachter, Ishai
    Kluger, Yoram
    Reshef, Naama
    Knobler, Hilla
    Maor, Yaakov
    Stein, Assaf
    Konikoff, Fred M.
    Gophna, Uri
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [10] The signatures of autozygosity among patients with colorectal cancer
    Bacolod, Manny D.
    Schemmann, Gunter S.
    Wang, Shuang
    Shattock, Richard
    Giardina, Sarah F.
    Zeng, Zhaoshi
    Shia, Jinru
    Stengel, Robert F.
    Gerry, Norman
    Hoh, Josephine
    Kirchhoff, Tomas
    Gold, Bert
    Christman, Michael F.
    Offit, Kenneth
    Gerald, William L.
    Notterman, Daniel A.
    Ott, Jurg
    Paty, Philip B.
    Barany, Francis
    CANCER RESEARCH, 2008, 68 (08) : 2610 - 2621