Discovery of methylated circulating DNA biomarkers for comprehensive non-invasive monitoring of treatment response in metastatic colorectal cancer

被引:186
作者
Barault, Ludovic [1 ,2 ]
Amatu, Alessio [3 ]
Siravegna, Giulia [1 ,2 ,4 ]
Ponzetti, Agostino [5 ]
Moran, Sebastian [6 ]
Cassingena, Andrea [3 ]
Mussolin, Benedetta [2 ]
Falcomata, Chiara [1 ,2 ]
Binder, Alexandra M. [7 ]
Cristiano, Carmen [5 ]
Oddo, Daniele [1 ,2 ]
Guarrera, Simonetta [8 ]
Cancelliere, Carlotta [2 ]
Bustreo, Sara [5 ]
Bencardino, Katia [3 ]
Maden, Sean [9 ]
Vanzati, Alice [4 ]
Zavattari, Patrizia [10 ]
Matullo, Giuseppe [8 ]
Truini, Mauro [3 ]
Grady, William M. [9 ,11 ]
Racca, Patrizia [5 ]
Michels, Karin B. [7 ]
Siena, Salvatore [3 ,12 ]
Esteller, Manel [6 ,13 ,14 ]
Bardelli, Alberto [1 ,2 ]
Sartore-Bianchi, Andrea [3 ]
Di Nicolantonio, Federica [1 ,2 ]
机构
[1] Univ Torino, Dept Oncol, Turin, Italy
[2] IRCCS, Candiolo Canc Inst FPO, Candiolo, Italy
[3] Grande Osped Metropolitano Niguarda, Niguarda Canc Ctr, Milan, Italy
[4] FIRC Inst Mol Oncol IFOM, Milan, Italy
[5] San Giovanni Battista Hosp, AOU Citta Salute & Sci, Med Oncol Div 1, Colorectal Canc Unit, Turin, Italy
[6] Bellvitge Biomed Res Inst, Canc Epigenet & Biol Program, Barcelona, Spain
[7] Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA USA
[8] Univ Torino, Italian Inst Genom Med IIGM HuGeF, Dept Med Sci, Turin, Italy
[9] Fred Hutchinson Canc Res Ctr, Div Clin Res, 1124 Columbia St, Seattle, WA 98104 USA
[10] Univ Cagliari, Unit Biol & Genet, Dept Biomed Sci, Cagliari, Italy
[11] Univ Washington, Sch Med, Dept Med, Seattle, WA 98195 USA
[12] Univ Milan, Dept Oncol & Hematooncol, Milan, Italy
[13] Univ Barcelona, Sch Med, Dept Physiol Sci 2, Barcelona, Catalonia, Spain
[14] Inst Catalana Recerca & Estudis Avancats, Barcelona, Catalonia, Spain
关键词
EARLY TUMOR SHRINKAGE; DIGITAL PCR; PHASE-II; HYPERMETHYLATION; QUANTIFICATION; RESISTANCE; MUTATIONS; PLASMA; TISSUE; TRIAL;
D O I
10.1136/gutjnl-2016-313372
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objective Mutations in cell-free circulating DNA (cfDNA) have been studied for tracking disease relapse in colorectal cancer (CRC). This approach requires personalised assay design due to the lack of universally mutated genes. In contrast, early methylation alterations are restricted to defined genomic loci allowing comprehensive assay design for population studies. Our objective was to identify cancer-specific methylated biomarkers which could be measured longitudinally in cfDNA (liquid biopsy) to monitor therapeutic outcome in patients with metastatic CRC (mCRC). Design G enome-wide methylation microarrays of CRC cell lines (n=149) identified five cancer-specific methylated loci (EYA4, GRIA4, ITGA4, MAP3K14-AS1, MSC). Digital PCR assays were employed to measure methylation of these genes in tumour tissue DNA (n=82) and cfDNA from patients with mCRC (n=182). Plasma longitudinal assessment was performed in a patient subset treated with chemotherapy or targeted therapy. Results Methylation in at least one marker was detected in all tumour tissue samples and in 156 mCRC patient cfDNA samples (85.7%). Plasma marker prevalence was 71.4% for EYA4, 68.5% for GRIA4, 69.7% for ITGA4, 69.1% for MAP3K14-AS1% and 65.1% for MSC. Dynamics of methylation markers was not affected by treatment type and correlated with objective tumour response and progression-free survival. Conclusion T his five-gene methylation panel can be used to circumvent the absence of patient-specific mutations for monitoring tumour burden dynamics in liquid biopsy under different therapeutic regimens. This method might be proposed for assessing pharmacodynamics in clinical trials or when conventional imaging has limitations.
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收藏
页码:1995 / 2005
页数:11
相关论文
共 53 条
  • [31] Genome-Scale Discovery of DNA-Methylation Biomarkers for Blood-Based Detection of Colorectal Cancer
    Lange, Christopher P. E.
    Campan, Mihaela
    Hinoue, Toshinori
    Schmitz, Roderick F.
    van der Meulen-de Jong, Andrea E.
    Slingerland, Hilde
    Kok, Peter J. M. J.
    van Dijk, Cornelis M.
    Weisenberger, Daniel J.
    Shen, Hui
    Tollenaar, Robertus A. E. M.
    Laird, Peter W.
    [J]. PLOS ONE, 2012, 7 (11):
  • [32] Colorectal cancer tumour markers and biomarkers: Recent therapeutic advances
    Lech, Gustaw
    Slotwinski, Robert
    Slodkowski, Maciej
    Krasnodebski, Ireneusz Wojciech
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2016, 22 (05) : 1745 - 1755
  • [33] Identification of tissue-specific cell death using methylation patterns of circulating DNA
    Lehmann-Werman, Roni
    Neiman, Daniel
    Zemmour, Hai
    Moss, Joshua
    Magenheim, Judith
    Vaknin-Dembinsky, Adi
    Rubertsson, Sten
    Nellgard, Bengt
    Blennow, Kaj
    Zetterberg, Henrik
    Spalding, Kirsty
    Haller, Michael J.
    Wasserfall, Clive H.
    Schatz, Desmond A.
    Greenbaum, Carla J.
    Dorrell, Craig
    Grompe, Markus
    Zick, Aviad
    Hubert, Ayala
    Maoz, Myriam
    Fendrich, Volker
    Bartsch, Detlef K.
    Golan, Talia
    Ben Sasson, Shmuel A.
    Zamir, Gideon
    Razin, Aharon
    Cedar, Howard
    Shapiro, A. M. James
    Glaser, Benjamin
    Shemer, Ruth
    Dor, Yuval
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (13) : E1826 - E1834
  • [34] Sensitive digital quantification of DNA methylation in clinical samples
    Li, Meng
    Chen, Wei-dong
    Papadopoulos, Nickolas
    Goodman, Steven N.
    Bjerregaard, Niels Christian
    Laurberg, Soren
    Levin, Bernard
    Juhl, Hartmut
    Arber, Nadir
    Moinova, Helen
    Durkee, Kris
    Schmidt, Kerstin
    He, Yiping
    Diehl, Frank
    Velculescu, Victor E.
    Zhou, Shibin
    Diaz, Luis A., Jr.
    Kinzler, Kenneth W.
    Markowitz, Sanford D.
    Vogelstein, Bert
    [J]. NATURE BIOTECHNOLOGY, 2009, 27 (09) : 858 - U118
  • [35] 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.
    [J]. GASTROENTEROLOGY, 2014, 147 (02) : 418 - +
  • [36] Epigenetic Homogeneity Within Colorectal Tumors Predicts Shorter Relapse-Free and Overall Survival Times for Patients With Locoregional Cancer
    Martinez-Cardus, Anna
    Moran, Sebastian
    Musulen, Eva
    Moutinho, Catia
    Manzano, Jose L.
    Martinez-Balibrea, Eva
    Tierno, Montserrat
    Elez, Elena
    Landolfi, Stefania
    Lorden, Patricia
    Arribas, Carles
    Mueller, Fabian
    Bock, Christoph
    Tabernero, Josep
    Esteller, Manel
    [J]. GASTROENTEROLOGY, 2016, 151 (05) : 961 - 972
  • [37] The molecular landscape of colorectal cancer cell lines unveils clinically actionable kinase targets
    Medico, Enzo
    Russo, Mariangela
    Picco, Gabriele
    Cancelliere, Carlotta
    Valtorta, Emanuele
    Corti, Giorgio
    Buscarino, Michela
    Isella, Claudio
    Lamba, Simona
    Martinoglio, Barbara
    Veronese, Silvio
    Siena, Salvatore
    Sartore-Bianchi, Andrea
    Beccuti, Marco
    Mottolese, Marcella
    Linnebacher, Michael
    Cordero, Francesca
    Di Nicolantonio, Federica
    Bardelli, Alberto
    [J]. NATURE COMMUNICATIONS, 2015, 6
  • [38] Genome-scale analysis of DNA methylation in colorectal cancer using Infinium HumanMethylation450 BeadChips
    Naumov, Vladimir A.
    Generozov, Edward V.
    Zaharjevskaya, Natalya B.
    Matushkina, Darya S.
    Larin, Andrey K.
    Chernyshov, Stanislav V.
    Alekseev, Mikhail V.
    Shelygin, Yuri A.
    Govorun, Vadim M.
    [J]. EPIGENETICS, 2013, 8 (09) : 921 - 934
  • [39] Comprehensive DNA Methylation Analysis Reveals a Common Ten-Gene Methylation Signature in Colorectal Adenomas and Carcinomas
    Patai, Arpad V.
    Valcz, Gabor
    Hollosi, Peter
    Kalmar, Alexandra
    Peterfia, Balint
    Patai, Arpad
    Wichmann, Barnabas
    Spisak, Sandor
    Bartak, Barbara Kinga
    Leiszter, Katalin
    Toth, Kinga
    Sipos, Ferenc
    Kovalszky, Ilona
    Peter, Zoltan
    Miheller, Pal
    Tulassay, Zsolt
    Molnar, Bela
    [J]. PLOS ONE, 2015, 10 (08):
  • [40] Additional annotation enhances potential for biologically-relevant analysis of the Illumina Infinium HumanMethylation450 BeadChip array
    Price, E. Magda
    Cotton, Allison M.
    Lam, Lucia L.
    Farre, Pau
    Emberly, Eldon
    Brown, Carolyn J.
    Robinson, Wendy P.
    Kobor, Michael S.
    [J]. EPIGENETICS & CHROMATIN, 2013, 6