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van der Vlugt M, Carvalho B, Fliers J, Montazeri N, Rausch C, Grobbee EJ, Engeland MV, Spaander MCW, Meijer GA, Dekker E. Missed colorectal cancers in a fecal immunochemical test-based screening program: Molecular profiling of interval carcinomas. World J Gastrointest Oncol 2022; 14:2195-2207. [PMID: 36438700 PMCID: PMC9694267 DOI: 10.4251/wjgo.v14.i11.2195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 09/06/2022] [Accepted: 10/03/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND For optimizing fecal immunochemical test (FIT)-based screening programs, reducing the rate of missed colorectal cancers (CRCs) by FIT (FIT-interval CRCs) is an important aspect. Knowledge of the molecular make-up of these missed lesions could facilitate more accurate detection of all (precursor) lesions.
AIM To compare the molecular make-up of FIT-interval CRCs to lesions that are detected by FIT [screen-detected CRCs (SD-CRCs)].
METHODS FIT-interval CRCs observed in a Dutch pilot-program of FIT-based screening were compared to a control group of SD-CRCs in a 1:2 ratio, resulting in 27 FIT-interval CRC and 54 SD-CRCs. Molecular analyses included microsatellite instability (MSI), CpG island methylator phenotype (CIMP), DNA sequence mutations and copy number alterations (CNAs).
RESULTS Although no significant differences were reached, FIT-interval CRCs were more often CIMP positive and MSI positive (33% CIMP in FIT-interval CRCs vs 21% in SD-CRCs (P = 0.274); 19% MSI in FIT-interval CRCs vs 12% in SD-CRCs (P = 0.469)), and showed more often serrated pathway associated features such as BRAF (30% vs 12%, P = 0.090) and PTEN (15% vs 2.4%, P = 0.063) mutations. APC mutations, a classic feature of the adenoma-carcinoma-sequence, were more abundant in SD-CRCs (68% vs 40% in FIT-interval CRCs P = 0.035). Regarding CNAs differences between the two groups; FIT-interval CRCs less often showed gains at the regions 8p11.22-q24.3 (P = 0.009), and more often gains at 20p13-p12.1 (P = 0.039).
CONCLUSION Serrated pathway associated molecular features seem to be more common in FIT-interval CRCs, while classic adenoma carcinoma pathway associated molecular features seem to be more common in SD-CRCs. This indicates that proximal serrated lesions may be overrepresented among FIT-interval CRCs.
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Affiliation(s)
- Manon van der Vlugt
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam 1105 AZ, Netherlands
| | - Beatriz Carvalho
- Department of Pathology, Netherlands Cancer Institute, Amsterdam 1066 CX, Netherlands
| | - Joelle Fliers
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam 1105 AZ, Netherlands
| | - Nahid Montazeri
- Biostatistics Unit, Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam 1105 AZ, Netherlands
| | - Christian Rausch
- Department of Pathology, Netherlands Cancer Institute, Amsterdam 1066 CX, Netherlands
| | - Esmée J Grobbee
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam 3015 CN, Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht 6202 AZ, Netherlands
| | - Manon C W Spaander
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam 3015 CN, Netherlands
| | - Gerrit A Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam 1066 CX, Netherlands
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam 1105 AZ, Netherlands
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Moonen L, Mangiante L, Leunissen DJG, Lap LMV, Gabriel A, Hillen LM, Roemen GM, Koch A, van Engeland M, Dingemans AC, Foll M, Alcala N, Fernandez‐Cuesta L, Derks JL, Speel EM. Differential Orthopedia Homeobox expression in pulmonary carcinoids is associated with changes in DNA methylation. Int J Cancer 2022; 150:1987-1997. [PMID: 35076935 PMCID: PMC9303689 DOI: 10.1002/ijc.33939] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/26/2021] [Accepted: 01/03/2022] [Indexed: 11/18/2022]
Abstract
Limited number of tumor types have been examined for Orthopedia Homeobox (OTP) expression. In pulmonary carcinoids, loss of expression is a strong indicator of poor prognosis. Here, we investigated OTP expression in 37 different tumor types, and the association between OTP expression and DNA methylation levels in lung neuroendocrine neoplasms. We analyzed publicly available multi-omics data (whole-exome-, whole-genome-, RNA sequencing and Epic 850K-methylation array) of 58 typical carcinoids, 27 atypical carcinoids, 69 large cell neuroendocrine carcinoma and 51 small cell lung cancer patients and TCGA (The Cancer Genome Atlas) data of 33 tumor types. 850K-methylation analysis was cross-validated using targeted pyrosequencing on 35 carcinoids. We report bimodality of OTP expression in carcinoids (OTPhigh vs OTPlow group, likelihood-ratio test P = 1.5 × 10-2 ), with the OTPhigh group specific to pulmonary carcinoids while absent from all other cohorts analyzed. Significantly different DNA methylation levels were observed between OTPhigh and OTPlow carcinoids in 12/34 OTP infinium probes (FDR < 0.05 and β-value effect size > .2). OTPlow carcinoids harbor high DNA methylation levels as compared to OTPhigh carcinoids. OTPlow carcinoids showed a significantly worse overall survival (log-rank test P = .0052). Gene set enrichment analysis for somatically mutated genes associated with hallmarks of cancer showed robust enrichment of three hallmarks in the OTPlow group, that is, sustaining proliferative signaling, evading growth suppressor and genome instability and mutation. Together our data suggest that high OTP expression is a unique feature of pulmonary carcinoids with a favorable prognosis and that in poor prognostic patients, OTP expression is lost, most likely due to changes in DNA methylation levels.
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Affiliation(s)
- Laura Moonen
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Lise Mangiante
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM)International Agency for Research on Cancer/World Health Organisation (IARC/WHO)LyonFrance
| | - Daphne J. G. Leunissen
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Lisa M. V. Lap
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Aurelie Gabriel
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM)International Agency for Research on Cancer/World Health Organisation (IARC/WHO)LyonFrance
| | - Lisa M. Hillen
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Guido M. Roemen
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Alexander Koch
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
- Epify BVMaastrichtThe Netherlands
| | - Manon van Engeland
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Anne‐Marie C. Dingemans
- Department of Pulmonary DiseasesGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
- Department of Pulmonary MedicineErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Matthieu Foll
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM)International Agency for Research on Cancer/World Health Organisation (IARC/WHO)LyonFrance
| | - Nicolas Alcala
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM)International Agency for Research on Cancer/World Health Organisation (IARC/WHO)LyonFrance
| | - Lynnette Fernandez‐Cuesta
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM)International Agency for Research on Cancer/World Health Organisation (IARC/WHO)LyonFrance
| | - Jules L. Derks
- Department of Pulmonary DiseasesGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
| | - Ernst‐Jan M. Speel
- Department of PathologyGROW School for Oncology and Developmental Biology, Maastricht University Medical CentreMaastrichtThe Netherlands
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3
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Moonen L, Mangiante L, Leunissen DJ, Lap LM, Gabriel A, Hillen LM, Roemen GM, Koch A, van Engeland M, Dingemans AMC, Foll M, Alcala N, Fernandez-Cuesta L, Derks JL, Speel EJM. Abstract 3744: Differential Orthopedia Homeobox (OTP) expression in pulmonary carcinoids is associated with changes in DNA methylation. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Limited number of tumor types have been examined for Orthopedia Homeobox (OTP) expression. In pulmonary carcinoids, loss of expression is a strong indicator of poor prognosis. Here, we investigated OTP expression in 37 different tumor types, and the association between OTP expression and DNA methylation levels in lung neuroendocrine neoplasms.
Methods: We analyzed publicly available multi-omics data (whole-exome-, whole-genome-, RNA sequencing, Epic-850K-methylation array) of 58 typical-, 27 atypical carcinoids, 69 large cell neuroendocrine carcinoma and 51 small cell lung cancer patients and TCGA (The Cancer Genome Atlas) data of 33 tumor types. 850K-methylation analysis was cross validated using targeted pyrosequencing on 35 carcinoids.
Results: Results showed bimodality of OTP expression in carcinoids (OTPhigh versus OTPlow group, likelihood-ratio test p=1.5x10-2), with the OTPhigh group specific to pulmonary carcinoids while absent from all other cohorts analyzed. Significantly different DNA methylation levels were observed between OTPhigh and OTPlow carcinoids in 12/34 OTP infinium probes (fdr<0.05 & β-value effect size>0.2). Overall, OTPlow carcinoids harbor a high DNA methylation level as compared to OTPhigh carcinoids. OTPlow carcinoids showed a significantly worse overall survival (logrank test p=0.0052). Gene set enrichment analysis for somatically mutated genes associated with hallmarks of cancer showed robust enrichment of three hallmarks in the OTPlow group, i.e., sustaining proliferative signaling, evading growth suppressor, and genome instability and mutation.
Conclusion: High OTP expression is a unique feature of pulmonary carcinoids with a favorable prognosis. In poor prognostic patients, OTP expression is lost, most likely due to changes in DNA methylation levels.
Citation Format: Laura Moonen, Lise Mangiante, Daphne J. Leunissen, Lisa M. Lap, Aurelie Gabriel, Lisa M. Hillen, Guido M. Roemen, Alexander Koch, Manon van Engeland, Anne-Marie C. Dingemans, Matthieu Foll, Nicolas Alcala, Lynnette Fernandez-Cuesta, Jules L. Derks, Ernst-Jan M. Speel. Differential Orthopedia Homeobox (OTP) expression in pulmonary carcinoids is associated with changes in DNA methylation [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3744.
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Affiliation(s)
- Laura Moonen
- 1Maastricht University Medical Centre, Maastricht, Netherlands
| | - Lise Mangiante
- 2International Agency for Research on Cancer/World Health Organisation (IARC/WHO), Lyon, France
| | | | - Lisa M. Lap
- 1Maastricht University Medical Centre, Maastricht, Netherlands
| | - Aurelie Gabriel
- 2International Agency for Research on Cancer/World Health Organisation (IARC/WHO), Lyon, France
| | - Lisa M. Hillen
- 1Maastricht University Medical Centre, Maastricht, Netherlands
| | - Guido M. Roemen
- 1Maastricht University Medical Centre, Maastricht, Netherlands
| | - Alexander Koch
- 1Maastricht University Medical Centre, Maastricht, Netherlands
| | | | | | - Matthieu Foll
- 2International Agency for Research on Cancer/World Health Organisation (IARC/WHO), Lyon, France
| | - Nicolas Alcala
- 2International Agency for Research on Cancer/World Health Organisation (IARC/WHO), Lyon, France
| | | | - Jules L. Derks
- 1Maastricht University Medical Centre, Maastricht, Netherlands
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4
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Feng Z, Oberije CJG, van de Wetering AJP, Koch A, Wouters KAD, Vaes N, Masclee AAM, Carvalho B, Meijer GA, Zeegers MP, Herman JG, Melotte V, van Engeland M, Smits KM. Lessons From a Systematic Literature Search on Diagnostic DNA Methylation Biomarkers for Colorectal Cancer: How to Increase Research Value and Decrease Research Waste? Clin Transl Gastroenterol 2022; 13:e00499. [PMID: 35584320 PMCID: PMC9236597 DOI: 10.14309/ctg.0000000000000499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 04/22/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES To improve colorectal cancer (CRC) survival and lower incidence rates, colonoscopy and/or fecal immunochemical test screening are widely implemented. Although candidate DNA methylation biomarkers have been published to improve or complement the fecal immunochemical test, clinical translation is limited. We describe technical and methodological problems encountered after a systematic literature search and provide recommendations to increase (clinical) value and decrease research waste in biomarker research. In addition, we present current evidence for diagnostic CRC DNA methylation biomarkers. METHODS A systematic literature search identified 331 diagnostic DNA methylation marker studies published before November 2020 in PubMed, EMBASE, Cochrane Library, and Google Scholar. For 136 bodily fluid studies, extended data extraction was performed. STARD criteria and level of evidence were registered to assess reporting quality and strength for clinical translation. RESULTS Our systematic literature search revealed multiple issues that hamper the development of DNA methylation biomarkers for CRC diagnosis, including methodological and technical heterogeneity and lack of validation or clinical translation. For example, clinical translation and independent validation were limited, with 100 of 434 markers (23%) studied in bodily fluids, 3 of 434 markers (0.7%) translated into clinical tests, and independent validation for 92 of 411 tissue markers (22%) and 59 of 100 bodily fluids markers (59%). DISCUSSION This systematic literature search revealed that major requirements to develop clinically relevant diagnostic CRC DNA methylation markers are often lacking. To avoid the resulting research waste, clinical needs, intended biomarker use, and independent validation should be better considered before study design. In addition, improved reporting quality would facilitate meta-analysis, thereby increasing the level of evidence and enabling clinical translation.
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Affiliation(s)
- Zheng Feng
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - Cary J. G. Oberije
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
- The D-Lab, Department of Precision Medicine, GROW—School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, the Netherlands;
| | - Alouisa J. P. van de Wetering
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - Alexander Koch
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - Kim. A. D. Wouters
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - Nathalie Vaes
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - Ad A. M. Masclee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Maastricht University Medical Center, Maastricht, the Netherlands;
- Division of Gastroenterology-Hepatology, Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands;
| | - Beatriz Carvalho
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands;
| | - Gerrit A. Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands;
| | - Maurice P. Zeegers
- Department of Complex Genetics, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, the Netherlands;
- Department of Complex Genetics, CAPHRI – Care and Public Health Research Institute, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - James G. Herman
- Division of Hematology/Oncology, University of Pittsburgh Cancer Institute, Pittsburgh, Pennsylvania, USA
| | - Veerle Melotte
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
- Department of Clinical Genetics, Erasmus University Medical Center, University of Rotterdam, Rotterdam, the Netherlands;
| | - Manon van Engeland
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
| | - Kim M. Smits
- Department of Pathology, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands;
- Division of Medical Oncology, Department of Internal Medicine, GROW – School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands.
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5
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de Krijger M, Carvalho B, Rausch C, Bolijn AS, Delis-van Diemen PM, Tijssen M, van Engeland M, Mostafavi N, Bogie RMM, Dekker E, Masclee AAM, Verheij J, Meijer GA, Ponsioen CY. Genetic Profiling of Colorectal Carcinomas of Patients with Primary Sclerosing Cholangitis and Inflammatory Bowel Disease. Inflamm Bowel Dis 2022; 28:1309-1320. [PMID: 35554535 PMCID: PMC9434447 DOI: 10.1093/ibd/izac087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND Patients with primary sclerosing cholangitis (PSC) and inflammatory bowel disease (IBD) run a 10-fold increased risk of developing colorectal cancer (CRC) compared to patients with IBD only. The aim of this study was to perform an extensive screen of known carcinogenic genomic alterations in patients with PSC-IBD, and to investigate whether such changes occur already in nondysplastic mucosa. METHODS Archival cancer tissue and nondysplastic mucosa from resection specimens of 19 patients with PSC-IBD-CRC were characterized, determining DNA copy-number variations, microsatellite instability (MSI), mutations on 48 cancer genes, and CpG island methylator phenotype (CIMP). Genetic profiles were compared with 2 published cohorts of IBD-associated CRC (IBD-CRC; n = 11) and sporadic CRC (s-CRC; n = 100). RESULTS Patterns of chromosomal aberrations in PSC-IBD-CRC were similar to those observed in IBD-CRC and s-CRC, MSI occurred only once. Mutation frequencies were comparable between the groups, except for mutations in KRAS, which were less frequent in PSC-IBD-CRC (5%) versus IBD-CRC (38%) and s-CRC (31%; P = .034), and in APC, which were less frequent in PSC-IBD-CRC (5%) and IBD-CRC (0%) versus s-CRC (50%; P < .001). Cases of PSC-IBD-CRC were frequently CIMP positive (44%), at similar levels to cases of s-CRC (34%; P = .574) but less frequent than in cases with IBD-CRC (90%; P = .037). Similar copy number aberrations and mutations were present in matched cancers and adjacent mucosa in 5/15 and 7/11 patients, respectively. CONCLUSIONS The excess risk of CRC in patients with PSC-IBD was not explained by copy number aberrations, mutations, MSI, nor CIMP status, in cancer tissue, nor in adjacent mucosa. These findings set the stage for further exome-wide and epigenetic studies.
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Affiliation(s)
- Manon de Krijger
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands,Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
| | - Beatriz Carvalho
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Christian Rausch
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Anne S Bolijn
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | | | - Marianne Tijssen
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Nahid Mostafavi
- Biostatistics Unit of Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
| | - Roel M M Bogie
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
| | - Ad A M Masclee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Joanne Verheij
- Department of Pathology, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands
| | - Gerrit A Meijer
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Cyriel Y Ponsioen
- Address Correspondence to: Cyriel Y. Ponsioen, MD, PhD, Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands ()
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6
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Massen M, Lommen K, Wouters KAD, Vandersmissen J, van Criekinge W, Herman JG, Melotte V, Schouten LJ, van Engeland M, Smits KM. Technical considerations in PCR-based assay design for diagnostic DNA methylation cancer biomarkers. Clin Epigenetics 2022; 14:56. [PMID: 35477541 PMCID: PMC9047347 DOI: 10.1186/s13148-022-01273-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 04/07/2022] [Indexed: 11/21/2022] Open
Abstract
Background DNA methylation biomarkers for early detection, risk stratification and treatment response in cancer have been of great interest over the past decades. Nevertheless, clinical implementation of these biomarkers is limited, as only < 1% of the identified biomarkers is translated into a clinical or commercial setting. Technical factors such as a suboptimal genomic location of the assay and inefficient primer or probe design have been emphasized as important pitfalls in biomarker research. Here, we use eleven diagnostic DNA methylation biomarkers for colorectal cancer (ALX4, APC, CDKN2A, MGMT, MLH1, NDRG4, SDC2, SFRP1, SFRP2, TFPI1 and VIM), previously described in a systematic literature search, to evaluate these pitfalls. Results To assess the genomic assay location, the optimal genomic locations according to TCGA data were extracted and compared to the genomic locations used in the published assays for all eleven biomarkers. In addition, all primers and probes were technically evaluated according to several criteria, based on literature and expert opinion. Both assay location and assay design quality varied widely among studies. Conclusions Large variation in both assay location and design hinders the development of future DNA methylation biomarkers as well as inter-study comparability.
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Affiliation(s)
- Maartje Massen
- Department of Pathology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Kim Lommen
- Department of Pathology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Kim A D Wouters
- Department of Pathology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | | | - Wim van Criekinge
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, 9000, Ghent, Belgium
| | - James G Herman
- The Hillman Cancer Center, University of Pittsburgh Cancer Institute, Pittsburgh, PA, 15232, USA
| | - Veerle Melotte
- Department of Pathology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands.,Department of Clinical Genetics, Erasmus University Medical Center, 3015 GD, Rotterdam, The Netherlands
| | - Leo J Schouten
- Department of Epidemiology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Kim M Smits
- Department of Pathology, GROW - School for Oncology and Reproduction, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands.
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7
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Bogie RMM, le Clercq CMC, Voorham QJM, Cordes M, Sie D, Rausch C, van den Broek E, de Vries SDJ, van Grieken NCT, Riedl RG, Sastrowijoto P, Speel EJ, Vos R, Winkens B, van Engeland M, Ylstra B, Meijer GA, Masclee AAM, Carvalho B. Molecular pathways in post-colonoscopy versus detected colorectal cancers: results from a nested case-control study. Br J Cancer 2021; 126:865-873. [PMID: 34912077 DOI: 10.1038/s41416-021-01619-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/12/2021] [Accepted: 10/29/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Post-colonoscopy colorectal cancers (PCCRCs) pose challenges in clinical practice. PCCRCs occur due to a combination of procedural and biological causes. In a nested case-control study, we compared clinical and molecular features of PCCRCs and detected CRCs (DCRCs). METHODS Whole-genome chromosomal copy number changes and mutation status of genes commonly affected in CRC were examined by low-coverage WGS and targeted sequencing, respectively. MSI and CIMP status was also determined. RESULTS In total, 122 PCCRCs and 98 DCRCs with high-quality DNA were examined. PCCRCs were more often located proximally (P < 0.001), non-polypoid appearing (P = 0.004), early stage (P = 0.009) and poorly differentiated (P = 0.006). PCCRCs showed significantly less 18q loss (FDR < 0.2), compared to DCRCs. No significant differences in mutations were observed. PCCRCs were more commonly CIMP high (P = 0.014) and MSI (P = 0.029). After correction for tumour location, only less 18q loss remained significant (P = 0.005). CONCLUSION Molecular features associated with the sessile serrated lesions (SSLs) and non-polypoid colorectal neoplasms (CRNs) are more commonly seen in PCCRCs than in DCRCs. These together with the clinical features observed support the hypothesis that SSLs and non-polypoid CRNs are contributors to the development of PCCRCs. The future focus should be directed at improving the detection and endoscopic removal of these non-polypoid CRN and SSLs. CLINICAL TRIAL REGISTRATION NTR3093 in the Dutch trial register ( www.trialregister.nl ).
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Affiliation(s)
- Roel M M Bogie
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Chantal M C le Clercq
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Quirinus J M Voorham
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Martijn Cordes
- Amsterdam UMC, location VUmc, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, The Netherlands
| | - Daoud Sie
- Amsterdam UMC, location VUmc, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, The Netherlands
| | - Christian Rausch
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Evert van den Broek
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sara D J de Vries
- Amsterdam UMC, location VUmc, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, The Netherlands
| | - Nicole C T van Grieken
- Amsterdam UMC, location VUmc, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, The Netherlands
| | - Robert G Riedl
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Pathology, Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Prapto Sastrowijoto
- Department of Pathology, Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Ernst-Jan Speel
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Rein Vos
- Department of Methodology and Statistics, Care and Public Health Research Institute (CAPHRI), Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Bjorn Winkens
- Department of Methodology and Statistics, Care and Public Health Research Institute (CAPHRI), Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Bauke Ylstra
- Amsterdam UMC, location VUmc, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, The Netherlands
| | - Gerrit A Meijer
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ad A M Masclee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands.
| | - Beatriz Carvalho
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
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8
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Rademakers G, Massen M, Koch A, Draht MX, Buekers N, Wouters KAD, Vaes N, De Meyer T, Carvalho B, Meijer GA, Herman JG, Smits KM, van Engeland M, Melotte V. Identification of DNA methylation markers for early detection of CRC indicates a role for nervous system-related genes in CRC. Clin Epigenetics 2021; 13:80. [PMID: 33858496 PMCID: PMC8048074 DOI: 10.1186/s13148-021-01067-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 04/04/2021] [Indexed: 12/17/2022] Open
Abstract
Purpose Colonoscopy and the fecal immunochemical test (FIT) are currently the most widely used screening modalities for colorectal cancer (CRC), however, both with their own limitations. Here we aim to identify and validate stool-based DNA methylation markers for the early detection of CRC and investigate the biological pathways prone to DNA methylation. Methods DNA methylation marker discovery was performed using The Cancer Genome Atlas (TCGA) colon adenocarcinoma data set consisting of normal and primary colon adenocarcinoma tissue. The performance of the five best candidate markers and a previously identified marker, NDRG4, was evaluated on tissues and whole stool samples of healthy subjects and CRC patients using quantitative MSP assays. The results were compared and combined with FIT data. Finally, pathway and gene ontology enrichment analyses were performed using ToppFun, GOrilla and clusterProfiler. Results GDNF, HAND2, SLC35F3, SNAP91 and SORCS1 were ranked as the best performing markers. Gene combinations of all five markers, NDRG4 and FIT were evaluated to establish the biomarker panel with the highest diagnostic potential, resulting in the identification of GDNF/SNAP91/NDRG4/FIT as the best performing marker panel. Pathway and gene ontology enrichment analyses revealed that genes associated with the nervous system were enriched in the set of best performing CRC-specific biomarkers. Conclusion In silico discovery analysis using TCGA-derived data yielded a novel DNA-methylation-based assay for the early detection of CRC, potentially improving current screening modalities. Additionally, nervous system-related pathways were enriched in the identified genes, indicating an epigenetic regulation of neuronal genes in CRC. Supplementary Information The online version contains supplementary material available at 10.1186/s13148-021-01067-9.
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Affiliation(s)
- Glenn Rademakers
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Maartje Massen
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Alexander Koch
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Muriel X Draht
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Nikkie Buekers
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Kim A D Wouters
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Nathalie Vaes
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Tim De Meyer
- Department of Data Analysis and Mathematical Modelling, Ghent University, Ghent, Belgium
| | - Beatriz Carvalho
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Gerrit A Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - James G Herman
- The Hillman Cancer Center, University of Pittsburgh Cancer Institute, Pittsburgh, PA, USA
| | - Kim M Smits
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD, Maastricht, The Netherlands. .,Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands.
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9
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de Klerk LK, Goedegebuure RSA, van Grieken NCT, van Sandick JW, Cats A, Stiekema J, van der Kaaij RT, Farina Sarasqueta A, van Engeland M, Jacobs MAJM, van Wanrooij RLJ, van der Peet DL, Thorner AR, Verheul HMW, Thijssen VLJL, Bass AJ, Derks S. Molecular profiles of response to neoadjuvant chemoradiotherapy in oesophageal cancers to develop personalized treatment strategies. Mol Oncol 2021; 15:901-914. [PMID: 33506581 PMCID: PMC8024738 DOI: 10.1002/1878-0261.12907] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/10/2021] [Accepted: 01/25/2021] [Indexed: 12/31/2022] Open
Abstract
Identification of molecular predictive markers of response to neoadjuvant chemoradiation could aid clinical decision‐making in patients with localized oesophageal cancer. Therefore, we subjected pretreatment biopsies of 75 adenocarcinoma (OAC) and 16 squamous cell carcinoma (OSCC) patients to targeted next‐generation DNA sequencing, as well as biopsies of 85 OAC and 20 OSCC patients to promoter methylation analysis of eight GI‐specific genes, and subsequently searched for associations with histopathological response and disease‐free (DFS) and overall survival (OS). Thereby, we found that in OAC, CSMD1 deletion (8%) and ETV4 amplification (5%) were associated with a favourable histopathological response, whereas SMURF1 amplification (5%) and SMARCA4 mutation (7%) were associated with an unfavourable histopathological response. KRAS (15%) and GATA4 (7%) amplification were associated with shorter OS. In OSCC, TP63 amplification (25%) and TFPI2 (10%) gene promoter methylation were associated with an unfavourable histopathological response and shorter DFS (TP63) and OS (TFPI2), whereas CDKN2A deletion (38%) was associated with prolonged OS. In conclusion, this study identified candidate genetic biomarkers associated with response to neoadjuvant chemoradiotherapy in patients with localized oesophageal cancer.
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Affiliation(s)
- Leonie K de Klerk
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, The Netherlands.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Oncode Institute, Utrecht, The Netherlands
| | - Ruben S A Goedegebuure
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, The Netherlands.,Oncode Institute, Utrecht, The Netherlands
| | - Nicole C T van Grieken
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, The Netherlands
| | - Johanna W van Sandick
- Department of Surgery, Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Annemieke Cats
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Jurrien Stiekema
- Department of Surgery, Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Rosa T van der Kaaij
- Department of Surgery, Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Arantza Farina Sarasqueta
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, The Netherlands.,Department of Pathology, Leiden University Medical Center, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands
| | - Maarten A J M Jacobs
- Department of Gastroenterology and Hepatology, Amsterdam UMC, location VUmc, The Netherlands
| | - Roy L J van Wanrooij
- Department of Gastroenterology and Hepatology, Amsterdam UMC, location VUmc, The Netherlands
| | | | - Aaron R Thorner
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Henk M W Verheul
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, The Netherlands
| | | | - Adam J Bass
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Sarah Derks
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, The Netherlands.,Oncode Institute, Utrecht, The Netherlands
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10
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Moshi JM, Hoogduin KJ, Ummelen M, Henfling MER, van Engeland M, Wouters KAD, Stoop H, Demers I, Looijenga LHJ, Ramaekers FCS, Hopman ANH. Switches of SOX17 and SOX2 expression in the development of squamous metaplasia and squamous intraepithelial lesions of the uterine cervix. Cancer Med 2020; 9:6330-6343. [PMID: 32644288 PMCID: PMC7476841 DOI: 10.1002/cam4.3201] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/28/2020] [Accepted: 05/11/2020] [Indexed: 12/15/2022] Open
Abstract
AIMS The dynamics and topographical distribution of SOX17 and SOX2 expression was studied in the transformation zone (TZ) of the uterine cervix. This TZ is a dynamic area where switches from glandular into squamous epithelium can be recognized, new squamocolumnar junctions are formed, and premalignant lesions originate. SOX17 and SOX2 show mutually exclusive expression patterns in the normal uterine cervix, with SOX2 being exclusively found in squamous epithelium, while SOX17 is detected in endocervical columnar cells and reserve cells. METHODS AND RESULTS Normal cervices and squamous intraepithelial lesions (SIL) were studied with immunohistochemistry, methylation of SOX17, human papilloma virus (HPV) genotyping, and in situ hybridization. In the TZ squamous metaplasia originating from these reserve cells can still show SOX17 expression, while also remnants of SOX17-positive immature metaplasia can be recognized in the normal squamous epithelium. SOX17 expression is gradually lost during maturation, resulting in the exclusive expression of SOX2 in the majority of (SIL). This loss of SOX17 expression is independent of methylation of the CpG island in its promotor region. HPV can be detected in SOX17-positive immature metaplastic regions in the immediate vicinity of SOX2-positive SIL, suggesting that switches in SOX17 and 2 expression can occur upon HPV infection. CONCLUSIONS This switch in expression, and the strong association between the distribution of reserve cells and squamous areas within the columnar epithelium in the TZ, suggests that reserve cell proliferations, next to basal cells in the squamous epithelium, are potential targets for the formation of squamous lesions upon viral infection.
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Affiliation(s)
- Jobran M Moshi
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, Jazan University, Jazan, Kingdom of Saudi Arabia
| | - Klaas J Hoogduin
- Laboratory of Pathology, Pathan B.V., Rotterdam, The Netherlands
| | - Monique Ummelen
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Mieke E R Henfling
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Kim A D Wouters
- Department of Pathology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Hans Stoop
- Laboratory for Experimental Patho-Oncology, Department of Pathology, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Imke Demers
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Leendert H J Looijenga
- Laboratory for Experimental Patho-Oncology, Department of Pathology, Erasmus University Medical Centre, Rotterdam, The Netherlands.,Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Frans C S Ramaekers
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Anton N H Hopman
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
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11
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Lommen K, Feng Z, Oberije CJ, van de Wetering AJP, Odeh S, Koch A, Aarts MJB, van Roermund JG, Schouten LJ, Oosterwijk E, Vaes N, Masclee AAM, Carvalho B, Meijer GA, Zeegers MP, Herman JG, Tjan-Heijnen VC, Melotte V, van Engeland M, Smits K. Abstract A62: Clinical translation of liquid biopsy DNA methylation biomarkers: Lessons from two systematic reviews. Clin Cancer Res 2020. [DOI: 10.1158/1557-3265.liqbiop20-a62] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Very few (<0.1%) of DNA methylation biomarkers are eventually translated into clinical practice, even though over 5,000 have been published over the last decades. In an attempt to create an overview of the current evidence on these markers, we performed two systematic reviews on diagnostic DNA methylation biomarkers in liquid biopsies, for colorectal cancer (CRC) and renal cell carcinoma (RCC) (1). Here, we present the evidence of these systematic reviews and provide novel recommendations to improve the current clinical translation of DNA methylation biomarkers.
Methods: For CRC, we identified 109 bodily fluid biomarker studies published before January 2019 in PubMed, Embase, Cochrane Library, or Google Scholar. For RCC, we identified 6 liquid biopsy studies up to January 2019 in these databases. Data extraction (study design, patient characteristics, disease stage, tumor location, technical assays, diagnostic measures) was performed on published reports. STARD criteria and Level of Evidence (LoE) were registered to assess reporting quality and strength for clinical translation, and forest plots were generated to summarize diagnostic performance of the biomarkers.
Findings: Our systematic literature search revealed multiple issues that hamper the development of DNA methylation biomarkers for RCC and CRC diagnosis, including methodologic and technical heterogeneity and lack of validation or clinical translation. Among the most important issues were a lack of translation from tissue into liquid biopsy; for CRC 88/389 (23%) CRC markers were studied in liquid biopsies, and for RCC these numbers were 15/44 (34%). In addition, results showed a lack of independent validation, with 37/88 (42%) CRC markers and 9/15 (60%) RCC markers in liquid biopsies studied in more than one study or study population. Also, inappropriate marker identification and primer design, lack of true clinical need definition, and low reporting quality were issues that were recognized in our systematic literature searches. These issues all hamper the development of the field, keep the LoE low, and hinder the translation of DNA methylation biomarkers into clinical tests.
Interpretation: Our systematic literature searches revealed that major requirements to develop clinically relevant diagnostic DNA methylation markers are often lacking. To avoid the resulting research waste, clinical needs, intended biomarker use, and independent validation should be better considered prior to study design. In addition, improved reporting quality would facilitate meta-analysis, thereby increasing LoE and enabling clinical translation.
Reference: 1. Lommen et al. Eur Urol Oncol 2019; https://doi.org/10.1016/j.euo.2019.07.011.
Citation Format: Kim Lommen, Zheng Feng, Cary J.G. Oberije, Alouisa J. P. van de Wetering, Selena Odeh, Alexander Koch, Maureen J. B. Aarts, Joep G. van Roermund, Leo J. Schouten, Egbert Oosterwijk, Nathalie Vaes, Ad A. M. Masclee, Beatriz Carvalho, Gerrit A. Meijer, Maurice P. Zeegers, James G. Herman, Vivianne C. Tjan-Heijnen, Veerle Melotte, Manon van Engeland, Kim Smits. Clinical translation of liquid biopsy DNA methylation biomarkers: Lessons from two systematic reviews [abstract]. In: Proceedings of the AACR Special Conference on Advances in Liquid Biopsies; Jan 13-16, 2020; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(11_Suppl):Abstract nr A62.
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Affiliation(s)
- Kim Lommen
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Zheng Feng
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Cary J.G. Oberije
- 2Department of Pathology & Department of Precision Medicine, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Alouisa J. P. van de Wetering
- 3Division of Gastroenterology and Hepatology, Department of Internal Medicine, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Selena Odeh
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Alexander Koch
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Maureen J. B. Aarts
- 4Department of Medical Oncology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Joep G. van Roermund
- 5Department of Urology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Leo J. Schouten
- 6Department of Epidemiology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Egbert Oosterwijk
- 7Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands,
| | - Nathalie Vaes
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Ad A. M. Masclee
- 8Division of Gastroenterology-Hepatology, Department of Internal Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Beatriz Carvalho
- 9Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands,
| | - Gerrit A. Meijer
- 9Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands,
| | - Maurice P. Zeegers
- 10Department of Complex Genetics, NUTRIM School of Nutrition and Translational Research in Metabolism & CAPHRI – Care and Public Health Research Institute, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - James G. Herman
- 11Division of Hematology/Oncology, University of Pittsburgh Cancer Institute, Pittsburgh, PA
| | - Vivianne C. Tjan-Heijnen
- 4Department of Medical Oncology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Veerle Melotte
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Manon van Engeland
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
| | - Kim Smits
- 1Department of Pathology, GROW—School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands,
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12
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Greuter MJ, Carvalho B, Wit MD, Dekker E, Spaander MC, Meijer GA, Engeland MV, Coupé VM. Can a biomarker triage test reduce colonoscopy burden in fecal immunochemical test screening? J Comp Eff Res 2020; 9:563-571. [PMID: 32462913 DOI: 10.2217/cer-2019-0130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To assess the potential of biomarker triage testing (BM-TT) in the Dutch colorectal cancer (CRC) screening program. Materials & methods: Using the Adenoma and Serrated pathway to Colorectal CAncer model, we simulated fecal immunochemical test (FIT)47-screening and various FIT plus BM-TT screening scenarios in which only individuals with both a positive FIT and BM-TT are referred to colonoscopy. Results: Adding a low polyp sensitivity BM-TT to FIT-screening reduced colonoscopy burden (89-100%) while increasing CRC mortality (27-41%) compared with FIT47-screening only. The FIT plus high polyp sensitivity BM-TT scenarios also decreased colonoscopy burden (71-89%) while hardly affecting CRC mortality (FIT47 0-4% increase, FIT15 2-7% decrease). Conclusion: Adding a BM-TT to FIT-screening considerably reduces colonoscopy burden, but could also decrease screening effectiveness. Combining FIT15 with a high polyp sensitivity BM-TT seems most promising.
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Affiliation(s)
- Marjolein Je Greuter
- Department of Epidemiology & Biostatistics, Decision Modeling Center, Amsterdam UMC - Vrije Universiteit Amsterdam, The Netherlands
| | - Beatriz Carvalho
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Meike de Wit
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Evelien Dekker
- Department of Gastroenterology, Amsterdam UMC - Academic Medical Center, Amsterdam, The Netherlands
| | - Manon Cw Spaander
- Department of Gastroenterology & Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Gerrit A Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology & Developmental Biology, Maastricht, The Netherlands
| | - Veerle Mh Coupé
- Department of Epidemiology & Biostatistics, Decision Modeling Center, Amsterdam UMC - Vrije Universiteit Amsterdam, The Netherlands
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13
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Koch A, Jeschke J, Van Criekinge W, van Engeland M, De Meyer T. MEXPRESS update 2019. Nucleic Acids Res 2020; 47:W561-W565. [PMID: 31114869 PMCID: PMC6602516 DOI: 10.1093/nar/gkz445] [Citation(s) in RCA: 151] [Impact Index Per Article: 37.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 05/07/2019] [Accepted: 05/15/2019] [Indexed: 01/22/2023] Open
Abstract
The recent growth in the number of publicly available cancer omics databases has been accompanied by the development of various tools that allow researchers to visually explore these data. In 2015, we built MEXPRESS, an online tool for the integration and visualization of gene expression, DNA methylation and clinical data from The Cancer Genome Atlas (TCGA), a large collection of publicly available multi-omics cancer data. MEXPRESS addresses the need for an easy-to-use, interactive application that allows researchers to identify dysregulated genes and their clinical relevance in cancer. Furthermore, while other tools typically do not support integrated visualization of expression and DNA methylation data in combination with the precise genomic location of the methylation, MEXPRESS is unique in how it depicts these diverse data types together. Motivated by the large number of users MEXPRESS has managed to attract over the past 3 years and the recent migration of all TCGA data to a new data portal, we developed a new version of MEXPRESS (https://mexpress.be). It contains the latest TCGA data, additional types of omics and clinical data and extra functionality, allowing users to explore mechanisms of gene dysregulation beyond expression and DNA methylation.
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Affiliation(s)
- Alexander Koch
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Jana Jeschke
- Laboratory of Cancer Epigenetics, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Wim Van Criekinge
- Department of Data Analysis and Mathematical Modelling, Ghent University, 9000 Ghent, Belgium
| | - Manon van Engeland
- Department of Pathology, GROW School for Oncology and Developmental Biology, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Tim De Meyer
- Department of Data Analysis and Mathematical Modelling, Ghent University, 9000 Ghent, Belgium.,CRIG - Cancer Research Institute Ghent, Ghent University, 9000 Ghent, Belgium
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14
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Ettaieb M, Kerkhofs T, van Engeland M, Haak H. Past, Present and Future of Epigenetics in Adrenocortical Carcinoma. Cancers (Basel) 2020; 12:cancers12051218. [PMID: 32414074 PMCID: PMC7281315 DOI: 10.3390/cancers12051218] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 04/23/2020] [Accepted: 04/27/2020] [Indexed: 02/01/2023] Open
Abstract
DNA methylation profiling has been suggested a reliable technique to distinguish between benign and malignant adrenocortical tumors, a process which with current diagnostic methods remains challenging and lacks diagnostic accuracy of borderline tumors. Accurate distinction between benign and malignant adrenal tumors is of the essence, since ACC is a rare but aggressive endocrine disease with an annual incidence of about 2.0 cases per million people per year. The estimated five-year overall survival rate for ACC patients is <50%. However, available treatment regimens are limited, in which a radical surgical resection is the only curable option. Nevertheless, up to 85% of patients with radical resection show recurrence of the local disease often with concurrent metastases. Adrenolytic therapy with mitotane, administered alone or in combination with cytotoxic agents, is currently the primary (palliative) treatment for patients with advanced ACC and is increasingly used in adjuvant setting to prevent recurrence. Prognostic stratification is important in order to individualize adjuvant therapies. On April 1, 2020, there were 7404 publications on adrenocortical carcinoma (adrenocortical carcinoma) OR adrenocortical carcinoma [MeSH Terms]) OR adrenal cortex cancer[MeSH Terms]) OR adrenal cortical carcinoma [MeSH Terms]) OR adrenal cortex neoplasm [MeSH Terms]) OR adrenocortical cancer [MeSH Terms]), yet the underlying pathophysiology and characteristics of ACC is not fully understood. Knowledge on epigenetic alterations in the process of adrenal tumorigenesis is rapidly increasing and will add to a better understanding of the pathogenesis of ACC. DNA methylation profiling has been heralded as a promising method in the prognostication of ACC. This review summarizes recent findings on epigenetics of ACC and its role in diagnosis, prognosis and therapeutic strategies.
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Affiliation(s)
- Madeleine Ettaieb
- Department of Internal Medicine, Division of Endocrinology, Maxima Medical Center, 5631 Eindhoven/Veldhoven, The Netherlands;
- Correspondence:
| | - Thomas Kerkhofs
- Department of Internal Medicine, Division of Medical Oncology, Maastricht University Medical Center, 6229 Maastricht, The Netherlands;
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, 6229 Maastricht, The Netherlands;
| | - Harm Haak
- Department of Internal Medicine, Division of Endocrinology, Maxima Medical Center, 5631 Eindhoven/Veldhoven, The Netherlands;
- Department of Internal Medicine, Division of General Internal Medicine, Maastricht University Medical Center, 6229 Maastricht, The Netherlands
- Department of Health Services Research and CAPHRI School for Public Health and Primary Care, Maastricht University Medical Center, 6229 Maastricht, The Netherlands
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15
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Hrzic R, Simons CCJM, Schouten LJ, van Engeland M, Brandt PVD, Weijenberg MP. Investigation of sirtuin 1 polymorphisms in relation to the risk of colorectal cancer by molecular subtype. Sci Rep 2020; 10:3359. [PMID: 32098999 PMCID: PMC7042277 DOI: 10.1038/s41598-020-60300-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 02/11/2020] [Indexed: 01/07/2023] Open
Abstract
Sirtuin 1 (SIRT1), a histone deacetylase, is involved in maintenance of genetic stability, inflammation, immune response, metabolism (energy-sensing molecule) and colorectal tumorigenesis. We investigated SIRT1's specific role in colorectal tumorigenesis by studying SIRT1 polymorphisms in relation to colorectal cancer (CRC) risk by microsatellite instability (MSI) and CpG island methylator phenotype (CIMP) status. The Netherlands Cohort study (NLCS) was initiated in 1986 and includes 120,852 participants in a case-cohort design. CRC tumour samples were available for incident cases between 1989 and 1993. Toenail deoxyribonucleic acid (DNA) was used for genotyping of two SIRT1 tagging variants (rs10997870 and rs12778366). Excluding the first 2.3 years of follow-up, subcohort members and CRC cases with no toenail DNA available and those with low sample call rates, and CRC cases with no tumour DNA available left 3478 subcohort members and 533 CRC cases. Cox regression was utilised to estimate hazard ratios (HRs) for MSI and CIMP positive and negative tumours by SIRT1 genotypes. The results were that the rs12778366 TC/CC versus TT genotype was inversely associated with MSI CRC (HR = 0.41, 95% confidence interval: 0.20, 0.88), while no association was found with the risk of an MSS tumour (TC/CC versus TT carriers: HR = 1.13, 95% CI: 0.89, 1.44). No significant associations were found between other SIRT1 genotypes and CRC subtypes. In conclusion, the results suggest a role for SIRT1 polymorphisms in colorectal tumorigenesis, particularly MSI CRC.
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Affiliation(s)
- Rok Hrzic
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands.,Department of International Health, Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | - Colinda C J M Simons
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Leo J Schouten
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Piet van den Brandt
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands.,Department of Epidemiology, CAPHRI - School for Public Health and Primary Care, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Matty P Weijenberg
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands.
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de Ruijter TC, van der Heide F, Smits KM, Aarts MJ, van Engeland M, Heijnen VCG. Prognostic DNA methylation markers for hormone receptor breast cancer: a systematic review. Breast Cancer Res 2020; 22:13. [PMID: 32005275 PMCID: PMC6993426 DOI: 10.1186/s13058-020-1250-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 01/15/2020] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND In patients with hormone receptor-positive breast cancer, differentiating between patients with a low and a high risk of recurrence is an ongoing challenge. In current practice, prognostic clinical parameters are used for risk prediction. DNA methylation markers have been proven to be of additional prognostic value in several cancer types. Numerous prognostic DNA methylation markers for breast cancer have been published in the literature. However, to date, none of these markers are used in clinical practice. METHODS We conducted a systematic review of PubMed and EMBASE to assess the number and level of evidence of published DNA methylation markers for hormone receptor-positive breast cancer. To obtain an overview of the reporting quality of the included studies, all were scored according to the REMARK criteria that were established as reporting guidelines for prognostic biomarker studies. RESULTS A total of 74 studies were identified reporting on 87 different DNA methylation markers. Assessment of the REMARK criteria showed variation in reporting quality of the studies. Eighteen single markers and one marker panel were studied in multiple independent populations. Hypermethylation of the markers RASSF1, BRCA, PITX2, CDH1, RARB, PCDH10 and PGR, and the marker panel GSTP1, RASSF1 and RARB showed a statistically significant correlation with poor disease outcome that was confirmed in at least one other, independent study. CONCLUSION This systematic review provides an overview on published prognostic DNA methylation markers for hormone receptor-positive breast cancer and identifies eight markers that have been independently validated. Analysis of the reporting quality of included studies suggests that future research on this topic would benefit from standardised reporting guidelines.
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Affiliation(s)
- Tim C. de Ruijter
- Division of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- GROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
| | - Frank van der Heide
- Division of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Kim M. Smits
- Division of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- GROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
- Department of Pathology, Maastricht University Medical Centre, 6202 AZ Maastricht, The Netherlands
| | - Maureen J. Aarts
- Division of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- GROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
| | - Manon van Engeland
- GROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
- Department of Pathology, Maastricht University Medical Centre, 6202 AZ Maastricht, The Netherlands
| | - Vivianne C. G. Heijnen
- Division of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- GROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
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17
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Hopman ANH, Moshi JM, Hoogduin KJ, Ummelen M, Henfling MER, van Engeland M, Wouters KAD, Stoop H, Looijenga LHJ, Ramaekers FCS. SOX17 expression and its down-regulation by promoter methylation in cervical adenocarcinoma in situ and adenocarcinoma. Histopathology 2019; 76:383-393. [PMID: 31444787 PMCID: PMC7027543 DOI: 10.1111/his.13980] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 08/20/2019] [Indexed: 12/12/2022]
Abstract
AIMS SOX17 expression has not been studied in glandular lesions of the uterine cervix like adenocarcinoma in situ (AIS) and invasive adenocarcinomas (AdC), whereas SOX17 promoter CpG island methylation has been reported. Therefore, the aim of this study was to relate the topographical distribution of SOX17 expression and SOX17 methylation status to each other, and to SOX2 expression, human papillomavirus (HPV) type, and physical status of the virus. METHODS AND RESULTS Immunohistochemistry was used in 45 cases to assess expression of SOX17 and SOX2. SOX17 promoter methylation was determined in 25 cases by means of bisulphite conversion and methylation-specific polymerase chain reaction. SOX17 and SOX2 showed a mutually exclusive expression pattern in normal epithelium, with a sharp delineation in the squamocolumnar junction. SOX17 was found in endocervical columnar and reserve cells, whereas SOX2 was exclusively found in squamous epithelium. In both glandular lesions and cases with coexisting glandular and squamous intraepithelial components, a complex combination of SOX17 and SOX2 expression patterns was seen and mutually exclusive expression was lost. Frequently, gain of expression of SOX2 was found and expression of SOX17 was lost. Methylation of the CpG island in the SOX17 promoter was shown to be strongly associated with loss of expression of SOX17 (P = 0.0016). CONCLUSIONS In this study, we show for the first time a direct correlation between the topographical distribution of SOX17 expression and the methylation status of its gene promoter. This explains the heterogeneity of SOX17 expression in the glandular lesions of the cervix. No correlation was found between HPV type and physical status of the virus on the one hand and methylation status on the other.
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Affiliation(s)
- Anton N H Hopman
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jobran M Moshi
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands.,Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, Jazan University, Jazan, Kingdom of Saudi Arabia
| | - Klaas J Hoogduin
- Laboratory for Experimental Patho-Oncology, Department of Pathology, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Monique Ummelen
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Mieke E R Henfling
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Kim A D Wouters
- Department of Pathology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Hans Stoop
- Laboratory for Experimental Patho-Oncology, Department of Pathology, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Leendert H J Looijenga
- Laboratory for Experimental Patho-Oncology, Department of Pathology, Erasmus University Medical Centre, Rotterdam, the Netherlands.,Princess Maxima Centre for Paediatric Oncology, Utrecht, the Netherlands
| | - Frans C S Ramaekers
- Department of Molecular Cell Biology, GROW School for Oncology & Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
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18
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de Ruijter TC, Smits KM, Aarts MJ, van Hellemond IEG, Van Neste L, de Vries B, Peer PGM, Veeck J, van Engeland M, Tjan-Heijnen VCG. The trans-DATA study: aims and design of a translational breast cancer prognostic marker identification study. Diagn Progn Res 2019; 3:20. [PMID: 31641693 PMCID: PMC6796450 DOI: 10.1186/s41512-019-0065-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 08/12/2019] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The effect of extended adjuvant aromatase inhibition in hormone-positive breast cancer after sequential tamoxifen, aromatase inhibitor treatment of 5 years was recently investigated by the DATA study. This study found no statistically significant effect of prolonged aromatase therapy. However, subgroup analysis showed post hoc statistically significant benefits in certain sub-populations. The trans-DATA study is a translational sub-study aiming to identify DNA methylation markers prognostic of patient outcome. METHODS Patients from the DATA study are included in the trans-DATA study. Primary breast tumour tissue will be collected, subtyped and used for DNA isolation. A genome-wide DNA methylation discovery assay will be performed on 60 patients that had a distant recurrence and 60 patients that did not have a distant recurrence using the Infinium Methylation EPIC Bead Chip platform. Differentially methylated regions of interest will be selected based on Akaike's Information Criterion, Gene Ontology Analysis and correlation between methylation and expression levels. Selected candidate genes will subsequently be validated in the remaining patients using qMSP. DISCUSSION The trans-DATA study uses a cohort derived from a clinical randomised trial. This study was designed to avoid common pitfalls in marker discovery studies such as selection bias, confounding and lack of reproducibility. In addition to the usual clinical risk factors, the results of this study may identify predictors of high recurrence risk in hormone receptor-positive breast cancer patients treated with sequential tamoxifen and aromatase inhibitor therapy.
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Affiliation(s)
- Tim C. de Ruijter
- 0000 0004 0480 1382grid.412966.eDivision of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Kim M. Smits
- 0000 0004 0480 1382grid.412966.eDivision of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eDepartment of Pathology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Maureen J. Aarts
- 0000 0004 0480 1382grid.412966.eDivision of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Irene E. G. van Hellemond
- 0000 0004 0480 1382grid.412966.eDivision of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Leander Van Neste
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eDepartment of Pathology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Bart de Vries
- Department of Pathology, Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Petronella G. M. Peer
- 0000 0004 0444 9382grid.10417.33Biostatistics, Department for Health Evidence, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jürgen Veeck
- 0000 0004 0480 1382grid.412966.eDivision of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Manon van Engeland
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eDepartment of Pathology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Vivianne C. G. Tjan-Heijnen
- 0000 0004 0480 1382grid.412966.eDivision of Medical Oncology, Maastricht University Medical Center, PO Box 5800, 6202 AZ Maastricht, The Netherlands
- 0000 0004 0480 1382grid.412966.eGROW – School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
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19
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Cornel KMC, Wouters K, Van de Vijver KK, van der Wurff AAM, van Engeland M, Kruitwagen RFPM, Pijnenborg JMA. Gene Promoter Methylation in Endometrial Carcinogenesis. Pathol Oncol Res 2018; 25:659-667. [PMID: 30430425 PMCID: PMC6449282 DOI: 10.1007/s12253-018-0489-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2017] [Accepted: 10/10/2018] [Indexed: 02/07/2023]
Abstract
Up to 60% of untreated atypical hyperplastic endometrium will develop into endometrial carcinoma (EC), and for those who underwent a hysterectomy a coexisting EC is found in up to 50%. Gene promoter methylation might be related to the EC development. The aim of this study is to determine changes in gene promoter profiles in normal endometrium, atypical hyperplasia (AH) and EC in relation to K-Ras mutations. A retrospective study was conducted in patients diagnosed with endometrial hyperplasia with and without subsequent EC. Promoter methylation of APC, hMLh1, O6-MGMT, P14, P16, RASSF1, RUNX3 was analysed on pre-operative biopsies, and correlated to the final histological diagnosis, and related to the presence of K-Ras mutations. In the study cohort (n=98), differences in promoter methylation were observed for hMLH1, O6-MGMT, and P16. Promoter methylation of hMLH1 and O6-MGMT gradually increased from histologically normal endometrium to AH to EC; 27.3, 36.4% and 38.0% for hMLH1 and 8.3%, 18.2% and 31.4% for O6-MGMT, respectively. P16 promoter methylation was significantly different in AH (7.7%) compared to EC (38%). K-Ras mutations were observed in 12.1% of AH, and in 19.6% of EC cases. No association of K-Ras mutation with promoter methylation of any of the tested genes was found. In conclusion, hMLH1 and O6-MGMT promoter methylation are frequently present in AH, and thus considered to be early events in the carcinogenesis of EC, whereas P16 promoter methylation was mainly present in EC, and not in precursor lesions supporting a late event in the carcinogenesis.
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Affiliation(s)
- Karlijn M C Cornel
- GROW- School for Oncology &Developmental Biology, Maastricht University Medical Centre, Maastricht, Netherlands. .,Department of Obstetrics and Gynaecology, Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands.
| | - Kim Wouters
- Department of Pathology, Maastricht University Medical Centre, Maastricht, Netherlands
| | | | | | - Manon van Engeland
- GROW- School for Oncology &Developmental Biology, Maastricht University Medical Centre, Maastricht, Netherlands.,Department of Pathology, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Roy F P M Kruitwagen
- GROW- School for Oncology &Developmental Biology, Maastricht University Medical Centre, Maastricht, Netherlands.,Department of Obstetrics and Gynaecology, Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX, Maastricht, The Netherlands
| | - Johanna M A Pijnenborg
- Department of Obstetrics and Gynaecology, Radboud University Medical Centre, Nijmegen, The Netherlands
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20
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Vaes N, Schonkeren SL, Brosens E, Koch A, McCann CJ, Thapar N, Hofstra RM, van Engeland M, Melotte V. A combined literature and in silico analysis enlightens the role of the NDRG family in the gut. Biochim Biophys Acta Gen Subj 2018; 1862:2140-2151. [DOI: 10.1016/j.bbagen.2018.07.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 06/29/2018] [Accepted: 07/05/2018] [Indexed: 12/12/2022]
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Koch A, Meijer GA, Herman JG, Criekinge WV, Engeland MV. Abstract 3291: The human cancer DNA methylation marker atlas. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
For decades, scientists have been searching for cancer biomarkers to improve the diagnosis and treatment of cancer. This resource-intensive and time-consuming endeavor has resulted in thousands of biomarker publications, but translation of these markers into clinical practice hardly takes place. Estimations by Poste (2011) and Kern (2012) put the number of published markers that are used in the clinic below one percent. This failure to translate biomedical findings into clinical applications has been termed the translational research valley of death (Butler, 2008).
If we are to cross this biomedical valley of death for DNA methylation markers, we have to increase the scientific quality and reproducibility of biomarker research, reduce the number of markers lost in translation, and accelerate the development of clinically useful markers. This will require a large-scale, coordinated effort from all stakeholders: scientists, funding organizations, scientific journals, private partners, and patients.
We have devised a strategy to tackle these issues and improve the reliability, efficiency and translation of cancer DNA methylation markers, while at the same time promoting data sharing. At the heart of this strategy is the construction of a database of all published markers. This marker atlas would provide researchers with a valuable resource where they can find and evaluate existing markers or, in collaboration with private partners, have a marker experimentally validated. Using the collected data, we also plan to develop a reporting standard for DNA methylation markers. The ultimate goal of our efforts is to offer cancer patients more and better biomarkers. We have summarized our approach in an article submitted to Nature Reviews Clinical Oncology for review.
While our submitted article announces our intent to create the marker atlas, we would like to present the first version of the database to the research community at AACR, together with the insights we will have gained by then and an update on our progress with the reporting standard. In our initial analyses for example, we counted over 14,000 publications describing an estimated 2,422 cancer DNA methylation markers (compared to fourteen commercially available markers (0.6%), a clinical translation rate in line with the numbers published by Poste and Kern). Based on the data collected between the submission of this abstract and the AACR conference, we will be able to improve this estimate, giving us a more accurate view of the current status of the cancer DNA methylation biomarker field.
The AACR conference would be the perfect platform to introduce the marker atlas to the wider cancer research community and to grow community support. Not only would it provide us with expert feedback and increase the number of collaborators, community-wide support will be indispensable for the longevity of what we believe to be a valuable resource. More information on the atlas can be found online at cancermatlas.com.
Citation Format: Alexander Koch, Gerrit A. Meijer, James G. Herman, Wim Van Criekinge, Manon van Engeland. The human cancer DNA methylation marker atlas [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3291.
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22
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Deckers IA, van Engeland M, van den Brandt PA, Van Neste L, Soetekouw PM, Aarts MJ, Baldewijns MM, Keszei AP, Schouten LJ. Promoter CpG island methylation in ion transport mechanisms and associated dietary intakes jointly influence the risk of clear-cell renal cell cancer. Int J Epidemiol 2018; 46:622-631. [PMID: 27789672 DOI: 10.1093/ije/dyw266] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/25/2016] [Indexed: 12/12/2022] Open
Abstract
Background Sodium intake, but not potassium or fluid intake, has been associated with higher renal cell cancer (RCC) risk. However, risk factors may differ by molecular subtypes of the tumour. In renal physiology, electrolyte and water homeostasis is facilitated by ion transport mechanisms (ITM). Aberrant regulation of ITM genes, for example by promoter CpG island methylation, may modify associations between sodium, potassium and fluid intake and RCC risk. Methods We identified ARHGDIG , ATP1A1 , SCNN1B and SLC8A3 as ITM genes exhibiting RCC-specific promoter methylation and down-regulation. Methylation-specific polymerase chain reaction (PCR) was used to analyse promoter CpG island methylation in tumour DNA of 453 RCC cases from the Netherlands Cohort Study ( n = 120 852) after 20.3 years of follow-up. Diet was measured at baseline using food-frequency questionnaires. Cox regression analyses were restricted to clear-cell (cc)RCC ( n = 306) and stratified by tumours with no, low (1 gene) and high (≥ 2 genes) methylation. Results Sodium intake (high vs low) increased ccRCC risk particularly in tumours with a high methylation index: hazard ratio (HR) [95% confidence interval (CI)]: 2.04 (1.16-3.58), whereas heterogeneity across the methylation index was not significant ( P -heterogeneity = 0.26). Potassium intake was differentially associated with ccRCC risk ( P -heterogeneity = 0.008); the risk for high (vs low) potassium intake was low for unmethylated tumours [HR (95% CI): 0.60 (0.36-1.01)], but high for tumours with a high methylation index [HR (95% CI): 1.60 (0.96-2.65)]. Risks similarly differed for fluid intake, though not significantly ( P -heterogeneity = 0.54). Conclusions Our findings suggest for the first time that dietary intakes are differentially associated with ccRCC risk according to molecular subtypes defined by ITM gene-specific promoter methylation.
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Affiliation(s)
| | | | | | | | - Patricia Mmb Soetekouw
- Department of Medical Oncology, Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands
| | - Maureen Jb Aarts
- Department of Medical Oncology, Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands
| | - Marcella Mll Baldewijns
- Department of Pathology.,Department of Pathology, Antwerp University Hospital, Antwerp, Belgium
| | - András P Keszei
- Department of Epidemiology.,Department of Medical Informatics, Uniklinik RWTH Aachen University, Aachen, Germany
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23
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Lansdorp-Vogelaar I, Goede SL, Bosch LJ, Melotte V, Carvalho B, van Engeland M, Meijer GA, de Koning HJ, van Ballegooijen M. Cost-effectiveness of High-performance Biomarker Tests vs Fecal Immunochemical Test for Noninvasive Colorectal Cancer Screening. Clin Gastroenterol Hepatol 2018; 16:504-512.e11. [PMID: 28733262 PMCID: PMC5773413 DOI: 10.1016/j.cgh.2017.07.011] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 06/30/2017] [Accepted: 07/02/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Biomarker assays could increase the accuracy of noninvasive detection of colorectal cancer (CRC); fecal immunochemical tests (FITs) are estimated to miss 27%-47% of CRCs and 70%-80% of advanced adenomas per round of screening. We investigated the conditions under which biomarker screens would be cost-effective compared with FIT screens of average-risk individuals. METHODS We used the MISCAN-Colon microsimulation model to estimate the effects of various CRC screening test characteristics on life-years gained (LYG) and; age-specific all-cause mortality was based on the 2010 Dutch life tables. Simulated CRC incidence rate and CRC stage distribution were calibrated to observed data in The Netherlands from 1999 through 2003 (before opportunities for screening). Survival rates after diagnosis of CRC at an age younger than 75 years were based on CRC relative survival data from 1985 through 2004; survival for individuals diagnosed at an age of 75 years or older was adjusted to fit the observed age-increasing mortality/incidence ratio. We modeled FIT along with hypothetical biomarker tests with different test performance levels. For each biomarker test we calculated the maximum unit cost for the test to be cost-effective compared with FIT, assuming a willingness-to-pay threshold of €50,000 ($56,000) per LYG. RESULTS Biennial FIT screening of subjects 55-75 years old provided 84.9 LYG at a cost of €122,000 ($137,000) per 1000 participants. Considering a unit cost of €7 ($8) for FIT (including kit and analysis only, excluding organizational costs), a biomarker test that detects CRC with higher levels of specificity and sensitivity (100%) and advanced adenomas at a proportionally higher level of sensitivity (53%) should never exceed a cost of €51 ($57). The threshold cost could increase to more than €200 ($224) for high-performing biomarker tests in cases of limited colonoscopy capacity or higher uptake of this test. CONCLUSIONS By using the MISCAN-Colon microsimulation model to estimate effects of CRC screening tests, we found that for a biomarker test with increased overall performance to be cost-effective, it should not exceed 7-fold the unit cost of FIT. This maximum would increase substantially if colonoscopy becomes more expensive or scarce, or if the new test has higher screening uptake. These values could be used to estimate the added value of new biomarkers compared with current FIT screening.
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Affiliation(s)
- Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, The Netherlands.
| | - S. Lucas Goede
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Linda J.W. Bosch
- Department of Pathology, VU University Medical Centre, Amsterdam, The Netherlands,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Beatriz Carvalho
- Department of Pathology, VU University Medical Centre, Amsterdam, The Netherlands,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Gerrit A. Meijer
- Department of Pathology, VU University Medical Centre, Amsterdam, The Netherlands,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Harry J. de Koning
- Department of Public Health, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Joosten SC, Deckers IA, Aarts MJ, Hoeben A, van Roermund JG, Smits KM, Melotte V, van Engeland M, Tjan-Heijnen VC. Prognostic DNA methylation markers for renal cell carcinoma: a systematic review. Epigenomics 2017; 9:1243-1257. [PMID: 28803494 DOI: 10.2217/epi-2017-0040] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM Despite numerous published prognostic methylation markers for renal cell carcinoma (RCC), none of these have yet changed patient management. Our aim is to systematically review and evaluate the literature on prognostic DNA methylation markers for RCC. MATERIALS & METHODS We conducted an exhaustive search of PubMed, EMBASE and MEDLINE up to April 2017 and identified 49 publications. Studies were reviewed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement, assessed for their reporting quality using the Reporting Recommendations for Tumor Marker Prognostic Studies (REMARK) criteria, and were graded to determine the level of evidence (LOE) for each biomarker. RESULTS We identified promoter methylation of BNC1, SCUBE3, GATA5, SFRP1, GREM1, RASSF1A, PCDH8, LAD1 and NEFH as promising prognostic markers. Extensive methodological heterogeneity across the included studies was observed, which hampers comparability and reproducibility of results, providing a possible explanation why these biomarkers do not reach the clinic. CONCLUSION Potential prognostic methylation markers for RCC have been identified, but they require further validation in prospective studies to determine their true clinical value.
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Affiliation(s)
- Sophie C Joosten
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Ivette Ag Deckers
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Maureen J Aarts
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Ann Hoeben
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Joep G van Roermund
- Department of Urology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Kim M Smits
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands.,Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Vivianne C Tjan-Heijnen
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
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25
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Bosch LJW, Trooskens G, Snaebjornsson P, Coupé VMH, Mongera S, Haan JC, Richman SD, Koopman M, Tol J, de Meyer T, Louwagie J, Dehaspe L, van Grieken NCT, Ylstra B, Verheul HMW, van Engeland M, Nagtegaal ID, Herman JG, Quirke P, Seymour MT, Punt CJA, van Criekinge W, Carvalho B, Meijer GA. Decoy receptor 1 ( DCR1) promoter hypermethylation and response to irinotecan in metastatic colorectal cancer. Oncotarget 2017; 8:63140-63154. [PMID: 28968978 PMCID: PMC5609910 DOI: 10.18632/oncotarget.18702] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 05/23/2017] [Indexed: 12/11/2022] Open
Abstract
Diversity in colorectal cancer biology is associated with variable responses to standard chemotherapy. We aimed to identify and validate DNA hypermethylated genes as predictive biomarkers for irinotecan treatment of metastatic CRC patients. Candidate genes were selected from 389 genes involved in DNA Damage Repair by correlation analyses between gene methylation status and drug response in 32 cell lines. A large series of samples (n=818) from two phase III clinical trials was used to evaluate these candidate genes by correlating methylation status to progression-free survival after treatment with first-line single-agent fluorouracil (Capecitabine or 5-fluorouracil) or combination chemotherapy (Capecitabine or 5-fluorouracil plus irinotecan (CAPIRI/FOLFIRI)). In the discovery (n=185) and initial validation set (n=166), patients with methylated Decoy Receptor 1 (DCR1) did not benefit from CAPIRI over Capecitabine treatment (discovery set: HR=1.2 (95%CI 0.7-1.9, p=0.6), validation set: HR=0.9 (95%CI 0.6-1.4, p=0.5)), whereas patients with unmethylated DCR1 did (discovery set: HR=0.4 (95%CI 0.3-0.6, p=0.00001), validation set: HR=0.5 (95%CI 0.3-0.7, p=0.0008)). These results could not be replicated in the external data set (n=467), where a similar effect size was found in patients with methylated and unmethylated DCR1 for FOLFIRI over 5FU treatment (methylated DCR1: HR=0.7 (95%CI 0.5-0.9, p=0.01), unmethylated DCR1: HR=0.8 (95%CI 0.6-1.2, p=0.4)). In conclusion, DCR1 promoter hypermethylation status is a potential predictive biomarker for response to treatment with irinotecan, when combined with capecitabine. This finding could not be replicated in an external validation set, in which irinotecan was combined with 5FU. These results underline the challenge and importance of extensive clinical evaluation of candidate biomarkers in multiple trials.
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Affiliation(s)
- Linda J W Bosch
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Geert Trooskens
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - Petur Snaebjornsson
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Veerle M H Coupé
- Department of Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, The Netherlands
| | - Sandra Mongera
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
| | - Josien C Haan
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
| | - Susan D Richman
- Pathology and Tumour Biology, University of Leeds, Leeds, UK
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jolien Tol
- Department of Internal Medicine, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - Tim de Meyer
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | | | - Luc Dehaspe
- MDxHealth, SA, Liège, Belgium.,Genomics Core Facility, UZ Leuven, Leuven, Belgium
| | | | - Bauke Ylstra
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
| | - Henk M W Verheul
- Department of Oncology, VU University Medical Center, Amsterdam, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology and Maastricht University Medical Center, Maastricht, The Netherlands
| | - Iris D Nagtegaal
- Department of Pathology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
| | - James G Herman
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Philip Quirke
- Pathology and Tumour Biology, University of Leeds, Leeds, UK
| | - Matthew T Seymour
- St James's Institute of Oncology, St James's University Hospital, Leeds, UK
| | - Cornelis J A Punt
- Department of Medical Oncology, Academic Medical Center, Amsterdam, The Netherlands
| | - Wim van Criekinge
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium.,MDxHealth, SA, Liège, Belgium
| | - Beatriz Carvalho
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Gerrit A Meijer
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.,Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
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26
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Affiliation(s)
- Guro E Lind
- Department of Molecular Oncology, Institute for Cancer Research & Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Oslo, Norway
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology & Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
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27
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van Vlodrop IJH, Joosten SC, De Meyer T, Smits KM, Van Neste L, Melotte V, Baldewijns MMLL, Schouten LJ, van den Brandt PA, Jeschke J, Yi JM, Schuebel KE, Ahuja N, Herman JG, Aarts MJ, Bosman FT, Van Criekinge W, van Engeland M. A Four-Gene Promoter Methylation Marker Panel Consisting of GREM1, NEURL, LAD1, and NEFH Predicts Survival of Clear Cell Renal Cell Cancer Patients. Clin Cancer Res 2017; 23:2006-2018. [PMID: 27756787 DOI: 10.1158/1078-0432.ccr-16-1236] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 09/02/2016] [Accepted: 09/24/2016] [Indexed: 11/16/2022]
Abstract
Purpose: The currently used prognostic models for patients with nonmetastatic clear cell renal cell carcinoma (ccRCC) are based on clinicopathologic features and might be improved by adding molecular markers. Epigenetic alterations occur frequently in ccRCC and are promising biomarkers. The aim of this study is to identify prognostic promoter methylation markers for ccRCC.Experimental Design: We integrated data generated by massive parallel sequencing of methyl-binding domain enriched DNA and microarray-based RNA expression profiling of 5-aza-2'-deoxycytidine-treated ccRCC cell lines to comprehensively characterize the ccRCC methylome. A selection of the identified methylation markers was evaluated in two independent series of primary ccRCC (n = 150 and n = 185) by methylation-specific PCR. Kaplan-Meier curves and log-rank tests were used to estimate cause-specific survival. HRs and corresponding 95% confidence intervals (CI) were assessed using Cox proportional hazard models. To assess the predictive capacity and fit of models combining several methylation markers, HarrellC statistic and the Akaike Information Criterion were used.Results: We identified four methylation markers, that is, GREM1, NEURL, LAD1, and NEFH, that individually predicted prognosis of patients with ccRCC. The four markers combined were associated with poorer survival in two independent patient series (HR, 3.64; 95% CI, 1.02-13.00 and HR, 7.54; 95% CI, 2.68-21.19). These findings were confirmed in a third series of ccRCC cases from The Cancer Genome Atlas (HR, 3.60; 95% CI, 2.02-6.40).Conclusions: A four-gene promoter methylation marker panel consisting of GREM1, NEURL, LAD1, and NEFH predicts outcome of patients with ccRCC and might be used to improve current prognostic models. Clin Cancer Res; 23(8); 2006-18. ©2016 AACR.
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Affiliation(s)
- Iris J H van Vlodrop
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Sophie C Joosten
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Tim De Meyer
- BioBix: Laboratory of Bioinformatics and Computational Genomics, Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - Kim M Smits
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
- Department of Radiation Oncology (MAASTRO), GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Leander Van Neste
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Marcella M L L Baldewijns
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Leo J Schouten
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Piet A van den Brandt
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Jana Jeschke
- The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
- Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles, Brussels, Belgium
| | - Joo Mi Yi
- Research Institute, Dongnam Institute of Radiological and Medical Sciences (DIRAMS), Jangan-eup, Gijang-gun, Busan, Korea
| | - Kornel E Schuebel
- The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nita Ahuja
- The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Maureen J Aarts
- Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Fred T Bosman
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Wim Van Criekinge
- BioBix: Laboratory of Bioinformatics and Computational Genomics, Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands.
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28
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Ussi AE, Rebolj M, Thorat MA, Bietrix F, Fauvel AC, Hajdúch M, Hill C, Walker I, van Engeland M, Cuzick J, Meijer G. Assessing opportunities for coordinated R&D in early cancer detection and management in Europe. Int J Cancer 2017; 140:1700-1701. [PMID: 27943265 DOI: 10.1002/ijc.30564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 11/04/2016] [Indexed: 11/08/2022]
Affiliation(s)
- Anton E Ussi
- EATRIS ERIC, European Infrastructure for Translational Medicine, Amsterdam, The Netherlands
| | - Matejka Rebolj
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Barts & The London School of Medicine and Dentistry, Queen Mary University of London, United Kingdom
| | - Mangesh A Thorat
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Barts & The London School of Medicine and Dentistry, Queen Mary University of London, United Kingdom
| | - Florence Bietrix
- EATRIS ERIC, European Infrastructure for Translational Medicine, Amsterdam, The Netherlands
| | - Anne-Charlotte Fauvel
- EATRIS ERIC, European Infrastructure for Translational Medicine, Amsterdam, The Netherlands
| | - Marian Hajdúch
- Institute of Molecular and Translational Medicine (IMTM), Olomouc, Czech Republic
| | | | | | - Manon van Engeland
- GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jack Cuzick
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Barts & The London School of Medicine and Dentistry, Queen Mary University of London, United Kingdom
| | - Gerrit Meijer
- Netherlands Cancer Institute, Amsterdam, The Netherlands
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29
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van Lanschot MCJ, Carvalho B, Coupé VMH, van Engeland M, Dekker E, Meijer GA. Molecular stool testing as an alternative for surveillance colonoscopy: a cross-sectional cohort study. BMC Cancer 2017; 17:116. [PMID: 28173852 PMCID: PMC5297018 DOI: 10.1186/s12885-017-3078-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 01/20/2017] [Indexed: 12/15/2022] Open
Abstract
Background As in many other European countries, a nationwide screening program for colorectal cancer (CRC) has recently been introduced in the Netherlands. As a side effect, such a screening program will inherently yield an increase in the demand for surveillance after removal of polyps/adenomas or CRC. Although these patients are at increased risk of metachronous colorectal neoplasia, solid evidence on CRC-related mortality reduction as a result of colonoscopy-based surveillance programs is lacking. Furthermore, colonoscopy-based surveillance leads to high patient burden, high logistic demands and high costs. Therefore, new surveillance strategies are needed. The aim of the present study, named Molecular stool testing for Colorectal CAncer Surveillance (MOCCAS), is to determine the performance characteristics of two established non-invasive tests, i.e., the multitarget stool DNA test Cologuard® and the faecal immunochemical test (FIT) in the detection of CRC and advanced adenomas as an alternative for colonoscopy surveillance. Methods In this observational cross-sectional cohort study, subjects aged 50 to 75 years will be approached to collect (whole-) stool samples for molecular testing and a FIT prior to their scheduled surveillance colonoscopy. The results of the tests will allow calculation of test sensitivities and specificities in the context of surveillance. This will provide the required input for the Dutch ASCCA model (Adenoma and Serrated pathway to Colorectal CAncer) to simulate surveillance strategies differing in frequency and duration. The model will allow predictions of lifetime health effects and costs. Multiple centres in the Netherlands will participate in the study that aims to include 4,000 individuals. Discussion The outcome of this study will inform on the (cost-) effectiveness of stool based molecular testing as an alternative for colonoscopy in the rapidly expanding surveillance population. Trial registration ClinicalTrials.gov (https://clinicaltrials.gov/): NCT02715141. Retrospectively registered 17 February 2016.
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Affiliation(s)
- Meta C J van Lanschot
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121 1066 CX, Amsterdam, The Netherlands.,Department of Gastroenterology and Hepatology, Academic Medical Center, Meibergdreef 9 1105 AZ, Amsterdam, The Netherlands
| | - Beatriz Carvalho
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121 1066 CX, Amsterdam, The Netherlands
| | - Veerle M H Coupé
- Department of Epidemiology and Biostatistics, VU medical center, De Boelelaan 1118, 1081 HZ, Amsterdam, The Netherlands
| | - Manon van Engeland
- GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Universiteitssingel 40 6229 ER, Maastricht, The Netherlands
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Academic Medical Center, Meibergdreef 9 1105 AZ, Amsterdam, The Netherlands
| | - Gerrit A Meijer
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121 1066 CX, Amsterdam, The Netherlands.
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30
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Simons CCJM, Schouten LJ, Godschalk RW, van Engeland M, van den Brandt PA, van Schooten FJ, Weijenberg MP. Energy restriction at young age, genetic variants in the insulin-like growth factor pathway and colorectal cancer risk in the Netherlands Cohort Study. Int J Cancer 2016; 140:272-284. [PMID: 27649841 DOI: 10.1002/ijc.30439] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 08/08/2016] [Accepted: 08/18/2016] [Indexed: 12/16/2022]
Abstract
The energy restriction (ER)-colorectal cancer (CRC) association is inconsistent in literature. To strengthen the biological plausibility of the ER-CRC association, we investigated whether genetic variation in the insulin-like growth factor (IGF) pathway, a putative underlying mechanism, modulated this association in the Netherlands Cohort Study. Participants completed a questionnaire (n = 120,852) and provided toenail clippings for DNA (∼75%) at baseline. Individuals living in a Western city during the Hunger Winter (1944-45) or Western rural versus non-Western area were exposed to (severe) ER at young age. Genotyping was performed for 3,768 subcohort members and 2,580 CRC cases (case-cohort with 16.3 years follow-up). Cox hazard ratios for CRC were estimated across combined categories of ER and a genetic sum score of unfavorable alleles based on 18 single nucleotide polymorphisms in IGF-related genes and ER and an IGF1 19-CA repeat polymorphism. The reference included ER exposed individuals, so that increased hazard ratios were expected in higher combined categories for calculating relative excess risks due to interaction (additive interactions). Wald tests for multiplicative interactions were also performed. Multiplicative and additive interactions were nonsignificant. Combined ER-genetic sum score categories showed increasing CRC risks in men, but confidence intervals were wide. Women carrying two variant IGF1 19-CA repeat alleles versus those carrying two wild type IGF1 19-CA repeat alleles were at an ∼50% decreased CRC risk, irrespective of ER exposure. In conclusion, data indicate that the IGF pathway might be involved in the ER-CRC association in men, but not women, although interactions were nonsignificant, hampering definite conclusions.
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Affiliation(s)
- Colinda C J M Simons
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Leo J Schouten
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Roger W Godschalk
- Department of Toxicology, NUTRIM-School for Nutrition and Translational Research on Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Piet A van den Brandt
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Frederik J van Schooten
- Department of Toxicology, NUTRIM-School for Nutrition and Translational Research on Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Matty P Weijenberg
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
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31
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Bosch LJ, Melotte V, Mongera S, Daenen KL, Coupe VH, van Turenhout ST, Stoop EM, de Wijkerslooth TR, Mulder CJ, Kuipers EJ, Dekker E, Domanico M, Lidgard GP, Berger BM, Carvalho B, van Engeland M, Meijer GA. Abstract 4338: Advanced neoplasia detection in colorectal cancer screening using multiple stool DNA markers and haemoglobin. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-4338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose of the study: Molecular tests have the potential to improve current non-invasive faecal immunochemical test (FIT) screening for colorectal cancer (CRC) and advanced precancerous lesions. We examined the performance of a panel of faecal DNA (sDNA) markers and FIT in archival samples from an invitational CRC screening population.
Methods: Whole stool samples were prospectively collected from individuals participating an invitational primary colonoscopy-screening program (COCOS trial). Only participants that provided stool, performed FIT (OC-Sensor) and underwent colonoscopy were selected. The sDNA panel included quantitative molecular assays for KRAS mutations and for aberrant NDRG4 and BMP3 methylation. The performance of the sDNA plus FIT panel was compared to the FIT results alone, by Receiver Operator Characteristic (ROC) analyses.
Results: A total of 1047 individuals (51% male) with a median age of 60 years (range 50-75) were included, of which 7 (0.7%) had colorectal cancer and 104 (9.9%) had advanced precancerous lesions (advanced adenomas or sessile serrated polyps ≥ 1 cm).
The combination of sDNA and FIT was more sensitive than FIT alone for detecting advanced precancerous lesions (49% (50/102) and 25% (26/102), respectively). Specificities among individuals with non-advanced or negative findings (controls) were 89% and 96% for sDNA and FIT testing, respectively.
ROC analysis of CRC and advanced precancerous lesions compared to controls revealed an Area Under the Curve (AUC) of 0.75 for the sDNA plus FIT test, compared to 0.68 for FIT alone. At an equal specificity of 95%, advanced precancerous lesions were detected with a higher sensitivity by the sDNA plus FIT test compared to FIT alone (36% vs 28%, p = 0.08).
Conclusions: In an invitational colorectal cancer screening cohort, combining stool DNA markers with FIT detected more advanced neoplasia than FIT alone, primarily due to detecting more advanced adenomas.
Citation Format: Linda J.W. Bosch, Veerle Melotte, Sandra Mongera, Kathleen L.J. Daenen, Veerle H.M. Coupe, Sietze T. van Turenhout, Esther M. Stoop, Thomas R. de Wijkerslooth, Chris J.J. Mulder, Ernst J. Kuipers, Evelien Dekker, Michael Domanico, Graham P. Lidgard, Barry M. Berger, Beatriz Carvalho, Manon van Engeland, Gerrit A. Meijer. Advanced neoplasia detection in colorectal cancer screening using multiple stool DNA markers and haemoglobin. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 4338.
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Affiliation(s)
| | - Veerle Melotte
- 2Maastricht University Medical Center, Maastricht, Netherlands
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32
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Schouten LJ, Deckers IAG, van den Brandt PA, Baldewijns MMLL, van Engeland M. Alcohol and Dietary Folate Intake and Promoter CpG Island Methylation in Clear-Cell Renal Cell Cancer. Nutr Cancer 2016; 68:1097-107. [PMID: 27340879 DOI: 10.1080/01635581.2016.1187283] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
We investigated whether alcohol and dietary folate intakes were associated with promoter methylation in clear-cell renal cell carcinoma (ccRCC). The Netherlands Cohort Study with a case-cohort design included 120,852 subjects aged 55-69 yr in 1986. Diet was measured with a food-frequency questionnaire. After 20.3 yr of follow-up, paraffin-embedded tumor blocks were collected. Methylation-specific polymerase chain reaction (MSP) was used to analyze promoter methylation of 11 genes. ccRCC cases were classified into low (0-19% of the genes), intermediate (20-39%), and high (40%+) methylation. Multivariable Cox regression analyses were conducted, stratified according to methylation, including 3980 subcohort members and 297 ccRCC cases. Increasing alcohol intake was associated with decreased ccRCC risk, but was not statistically significant; multivariable adjusted hazard ratio (HR) for ≥30 g alcohol/day versus 0 g/day was 0.78 [95% confidence interval (CI): 0.48-1.24], and P-value for trend was 0.46. In strata according to methylation index, no significant heterogeneity was observed. Dietary folate intake was not associated with ccRCC risk. There was no significant heterogeneity between strata according to methylation index. There was no effect modification of alcohol and dietary folate intake on ccRCC risk, nor in strata according to methylation index. Our findings do not support the hypothesis that alcohol and dietary folate intakes are involved in ccRCC.
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Affiliation(s)
- Leo J Schouten
- a Department of Epidemiology , School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre , Maastricht , The Netherlands
| | - Ivette A G Deckers
- a Department of Epidemiology , School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre , Maastricht , The Netherlands
| | - Piet A van den Brandt
- a Department of Epidemiology , School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre , Maastricht , The Netherlands.,b Department of Epidemiology , School for Public Health and Primary Care (CAPHRI), Maastricht University Medical Centre , Maastricht , The Netherlands
| | | | - Manon van Engeland
- d Department of Pathology , School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre , Maastricht , The Netherlands
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Draht MXG, Smits KM, Jooste V, Tournier B, Vervoort M, Ramaekers C, Chapusot C, Weijenberg MP, van Engeland M, Melotte V. Analysis of RET promoter CpG island methylation using methylation-specific PCR (MSP), pyrosequencing, and methylation-sensitive high-resolution melting (MS-HRM): impact on stage II colon cancer patient outcome. Clin Epigenetics 2016; 8:44. [PMID: 27118999 PMCID: PMC4845472 DOI: 10.1186/s13148-016-0211-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 04/14/2016] [Indexed: 12/20/2022] Open
Abstract
Background Already since the 1990s, promoter CpG island methylation markers have been considered promising diagnostic, prognostic, and predictive cancer biomarkers. However, so far, only a limited number of DNA methylation markers have been introduced into clinical practice. One reason why the vast majority of methylation markers do not translate into clinical applications is lack of independent validation of methylation markers, often caused by differences in methylation analysis techniques. We recently described RET promoter CpG island methylation as a potential prognostic marker in stage II colorectal cancer (CRC) patients of two independent series. Methods In the current study, we analyzed the RET promoter CpG island methylation of 241 stage II colon cancer patients by direct methylation-specific PCR (MSP), nested-MSP, pyrosequencing, and methylation-sensitive high-resolution melting (MS-HRM). All primers were designed as close as possible to the same genomic region. In order to investigate the effect of different DNA methylation assays on patient outcome, we assessed the clinical sensitivity and specificity as well as the association of RET methylation with overall survival for three and five years of follow-up. Results Using direct-MSP and nested-MSP, 12.0 % (25/209) and 29.6 % (71/240) of the patients showed RET promoter CpG island methylation. Methylation frequencies detected by pyrosequencing were related to the threshold for positivity that defined RET methylation. Methylation frequencies obtained by pyrosequencing (threshold for positivity at 20 %) and MS-HRM were 13.3 % (32/240) and 13.8 % (33/239), respectively. The pyrosequencing threshold for positivity of 20 % showed the best correlation with MS-HRM and direct-MSP results. Nested-MSP detected RET promoter CpG island methylation in deceased patients with a higher sensitivity (33.1 %) compared to direct-MSP (10.7 %), pyrosequencing (14.4 %), and MS-HRM (15.4 %). While RET methylation frequencies detected by nested-MSP, pyrosequencing, and MS-HRM varied, the prognostic effect seemed similar (HR 1.74, 95 % CI 0.97–3.15; HR 1.85, 95 % CI 0.93–3.86; HR 1.83, 95 % CI 0.92–3.65, respectively). Conclusions Our results show that upon optimizing and aligning four RET methylation assays with regard to primer location and sensitivity, differences in methylation frequencies and clinical sensitivities are observed; however, the effect on the marker’s prognostic outcome is minimal. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0211-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Muriel X G Draht
- Department of Pathology, GROW - School for Oncology & Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands
| | - Kim M Smits
- Department of Radiation Oncology (MAASTRO), GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Valérie Jooste
- Registre Bourguignon des cancers digestifs, INSERM U866, Universite de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France
| | - Benjamin Tournier
- Service de Pathologie, Centre Hospitalier Universitaire de Dijon, Dijon, France
| | - Martijn Vervoort
- Zuyd University of Applied Sciences, Heerlen, The Netherlands ; Chemelot Innovation and Learning Labs, Geleen, The Netherlands
| | | | - Caroline Chapusot
- Service de Pathologie, Centre Hospitalier Universitaire de Dijon, Dijon, France
| | - Matty P Weijenberg
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology & Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW - School for Oncology & Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands
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Dong T, Zhang M, Dong Y, Herman JG, van Engeland M, Zhong G, Guo M. Methylation of RASSF10 promotes cell proliferation and serves as a docetaxel resistant marker in human breast cancer. Discov Med 2015; 20:261-271. [PMID: 26645898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Breast cancer is a leading cause of death among females worldwide. However, the mechanisms of breast cancer remain largely unclear. RASSF10 is frequently methylated in certain types of human cancers. To understand the mechanism of RASSF10 in breast cancer, samples of breast cancer cell lines, primary cancer, breast tissue adjacent to cancer, and normal breast tissue were investigated in this study. Methylation specific PCR (MSP), flow cytometry, western blot, and siRNA knockdown assay were used. Complete methylation was found in MCF7, MDA-MB-435, and MDA-MB-468 cells, partial methylation was found in ZR75-1 cells, and unmethylation was revealed in SKBR3 cells. Loss of RASSF10 expression was found in MCF7, MDA-MB-435, and MDA-MB-468 cells, and high expression of RASSF10 was found in ZR75-1 and SKBR3 cells. The expression of RASSF10 was induced by 5-aza-2'-deoxycytidine (5-Aza) in MCF7, MDA-MB-435, and MDA-MB-468 cells. RASSF10 methylation was found in 77.8% (49/63) of primary breast cancer and 17.8% (8/45) of adjacent tissue samples. No methylation was found in normal breast tissue samples. Restoration of RASSF10 expression inhibited cell proliferation and induced G2/M phase arrest in MCF7 and MDA-MB-468 cells. RASSF10 sensitized these cells to docetaxel. RASSF10 induced apoptosis and activated P53 signaling in breast cancer cells. In conclusion, RASSF10 is frequently methylated in human breast cancer and infrequently in adjacent tissue samples. RASSF10 methylation may serve as an early detective marker. The expression of RASSF10 is regulated by promoter region methylation. Since restoration of RASSF10 expression sensitized breast cancer cells to docetaxel, RASSF10 methylation is a potential docetaxel resistant marker. RASSF10 suppresses breast cancer growth by activating P53 signaling.
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Affiliation(s)
- Tenghui Dong
- Department of Gastroenterology and Hepatology, Chinese PLA General Hospital, Beijing 100853, China
| | - Meiying Zhang
- Department of Gastroenterology and Hepatology, Chinese PLA General Hospital, Beijing 100853, China
- Medical College of NanKai University, Tianjin 300071, China
| | - Yan Dong
- Department of Gastroenterology and Hepatology, Chinese PLA General Hospital, Beijing 100853, China
| | - James G Herman
- The Hillman Cancer Center, University of Pittsburgh Cancer Institute, Pittsburgh, PA 15213, USA
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Guanglin Zhong
- Department of Internal Medicine, Chinese PLA General Hospital, Beijing 100853, China
| | - Mingzhou Guo
- Department of Gastroenterology and Hepatology, Chinese PLA General Hospital, Beijing 100853, China
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van Osch FHM, Voets AM, Schouten LJ, Gottschalk RWH, Simons CCJM, van Engeland M, Lentjes MHFM, van den Brandt PA, Smeets HJM, Weijenberg MP. Mitochondrial DNA copy number in colorectal cancer: between tissue comparisons, clinicopathological characteristics and survival. Carcinogenesis 2015; 36:1502-10. [PMID: 26476438 DOI: 10.1093/carcin/bgv151] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Accepted: 10/07/2015] [Indexed: 12/29/2022] Open
Abstract
Low mitochondrial DNA (mtDNA) copy number in tumors has been associated with worse prognosis in colorectal cancer (CRC). This study further deciphers the role of mtDNA copy number in CRC by comparing mtDNA copy number between healthy, adenoma and carcinoma tissue, by investigating its association according to several clinicopathological characteristics in CRC, and by relating it to CRC-specific survival in CRC patients. A hospital-based series of samples including cancer, adenoma and adjacent histologically normal tissue from primary CRC patients (n = 56) and recurrent CRC (n = 16) was studied as well as colon mucosa samples from healthy subjects (n = 76). Furthermore, mtDNA copy number was assessed in carcinomas of 693 CRC cases identified from the population-based Netherlands Cohort Study (NLCS). MtDNA copy number was significantly lower in carcinoma tissue (P = 0.011) and adjacent tissue (P < 0.001) compared to earlier resected adenoma tissue and in primary CRC tissue compared to recurrent CRC tissue (P = 0.011). Within both study populations, mtDNA copy number was significantly lower in mutated BRAF (P = 0.027 and P = 0.006) and in microsatellite unstable (MSI) tumors (P = 0.033 and P < 0.001) and higher in KRAS mutated tumors (P = 0.004). Furthermore, the association between mtDNA and survival seemed to follow an inverse U-shape with the highest HR observed in the second quintile of mtDNA copy number (HR = 1.70, 95% CI = 1.18, 2.44) compared to the first quintile. These results might reflect an association of mtDNA copy number with various malignant processes in cancer cells and warrants further research on tumor energy metabolism in CRC prognosis.
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Affiliation(s)
| | | | | | | | | | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht 6200MD, The Netherlands
| | - Marjolein H F M Lentjes
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht 6200MD, The Netherlands
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Cleven AHG, Derks S, Draht MXG, Smits KM, Melotte V, Van Neste L, Tournier B, Jooste V, Chapusot C, Weijenberg MP, Herman JG, de Bruïne AP, van Engeland M. CHFR promoter methylation indicates poor prognosis in stage II microsatellite stable colorectal cancer. Clin Cancer Res 2015; 20:3261-71. [PMID: 24928946 DOI: 10.1158/1078-0432.ccr-12-3734] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Data on the prognostic significance of promoter CpG island methylation in colorectal cancer (CRC) are conflicting, possibly due to associations between methylation and other factors affecting survival such as genetic alterations and use of adjuvant therapy. Here, we examine the prognostic impact of promoter methylation in patients with CRC treated with surgery alone in the context of microsatellite instability (MSI), BRAF and KRAS mutations. EXPERIMENTAL METHODS One hundred and seventy-three CRCs were analyzed for promoter methylation of 19 tumor suppressor and DNA repair genes, the CpG island methylator phenotype (CIMP), MSI, the exon 15 V600E BRAF mutation and KRAS codon 12 and 13 mutations. RESULTS Unsupervised hierarchical clustering based on methylation status of 19 genes revealed three subgroups: cluster 1 [CL1, 57% (98/173) of CRCs], cluster 2 [CL2, 25% (43/173) of CRCs], and cluster 3 [CL3, 18% (32/173) of CRCs]. CL3 had the highest methylation index (0.25, 0.49, and 0.69, respectively, P = <0.01) and was strongly associated with CIMP (P < 0.01). Subgroup analysis for tumor stage, MSI, and BRAF status showed no statistically significant differences in survival between CL1, CL2, and CL3 nor between CIMP and non-CIMP CRCs. Analyzing genes separately revealed that CHFR promoter methylation was associated with a poor prognosis in stage II, microsatellite stability (MSS), BRAF wild-type (WT) CRCs: multivariate Cox proportional HR = 3.89 [95% confidence interval (CI), 1.58-9.60, P < 0.01; n = 66] and HR = 2.11 (95% CI, 0.95-4.69, P = 0.068, n = 136) in a second independent population-based study. CONCLUSIONS CHFR promoter CpG island methylation, which is associated with MSI, also occurs frequently in MSS CRCs and is a promising prognostic marker in stage II, MSS, BRAF WT CRCs.
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Affiliation(s)
- Arjen H G Cleven
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sarah Derks
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Muriel X G Draht
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kim M Smits
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, MarylandAuthors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Veerle Melotte
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Leander Van Neste
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Benjamin Tournier
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Valerie Jooste
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Caroline Chapusot
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Matty P Weijenberg
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James G Herman
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Adriaan P de Bruïne
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Manon van Engeland
- Authors' Affiliations: Departments of Pathology, Radiation Oncology (MAASTRO) and Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands; Service de Pathologie; Registre des cancers digestifs, Université de Bourgogne, Centre Hospitalier Universitaire de Dijon, Dijon, France; and The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, Maryland
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Gao L, van den Hurk K, Nsengimana J, Laye JP, van den Oord JJ, Beck S, Gruis NA, Zoutman WH, van Engeland M, Newton-Bishop JA, Winnepenninckx VJ, van Doorn R. Prognostic Significance of Promoter Hypermethylation and Diminished Gene Expression of SYNPO2 in Melanoma. J Invest Dermatol 2015; 135:2328-2331. [PMID: 25918983 DOI: 10.1038/jid.2015.163] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Linda Gao
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Karin van den Hurk
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jérémie Nsengimana
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Jonathan P Laye
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Joost J van den Oord
- Laboratory of Translational Cell and Tissue Research and University Hospitals, University of Leuven, KUL, Leuven, Belgium
| | - Samuel Beck
- Leiden Cytology and Pathology Laboratory, Rijswijk, The Netherlands
| | - Nelleke A Gruis
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Willem H Zoutman
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Julia A Newton-Bishop
- Section of Epidemiology and Biostatistics, Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Véronique J Winnepenninckx
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Remco van Doorn
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands.
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Derks S, Cleven AHG, Melotte V, Smits KM, Brandes JC, Azad N, van Criekinge W, de Bruïne AP, Herman JG, van Engeland M. Emerging evidence for CHFR as a cancer biomarker: from tumor biology to precision medicine. Cancer Metastasis Rev 2015; 33:161-71. [PMID: 24375389 PMCID: PMC3988518 DOI: 10.1007/s10555-013-9462-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Novel insights in the biology of cancer have switched the paradigm of a “one-size-fits-all” cancer treatment to an individualized biology-driven treatment approach. In recent years, a diversity of biomarkers and targeted therapies has been discovered. Although these examples accentuate the promise of personalized cancer treatment, for most cancers and cancer subgroups no biomarkers and effective targeted therapy are available. The great majority of patients still receive unselected standard therapies with no use of their individual molecular characteristics. Better knowledge about the underlying tumor biology will lead the way toward personalized cancer treatment. In this review, we summarize the evidence for a promising cancer biomarker: checkpoint with forkhead and ring finger domains (CHFR). CHFR is a mitotic checkpoint and tumor suppressor gene, which is inactivated in a diverse group of solid malignancies, mostly by promoter CpG island methylation. CHFR inactivation has shown to be an indicator of poor prognosis and sensitivity to taxane-based chemotherapy. Here we summarize the current knowledge of altered CHFR expression in cancer, the impact on tumor biology and implications for personalized cancer treatment.
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Affiliation(s)
- Sarah Derks
- Department of Medical Oncology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Arjen H. G. Cleven
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
| | - Veerle Melotte
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
| | - Kim M. Smits
- Department of Radiation Oncology (MAASTRO Clinic), GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Johann C. Brandes
- Department of Hematology and Oncology, Atlanta VA Medical Center Winship Cancer Institute, Emory University, Atlanta, GA USA
| | - Nilofer Azad
- Department of Gastrointestinal Oncology, The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Wim van Criekinge
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
- MDxHealth, Irvine, CA USA
| | - Adriaan P. de Bruïne
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
| | - James G. Herman
- Department of Tumor Biology, The Sidney Kimmel Comprehensive Cancer Center at the Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, 6200 MD Maastricht, The Netherlands
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Deckers IAG, Schouten LJ, Van Neste L, van Vlodrop IJH, Soetekouw PMMB, Baldewijns MMLL, Jeschke J, Ahuja N, Herman JG, van den Brandt PA, van Engeland M. Promoter Methylation of CDO1 Identifies Clear-Cell Renal Cell Cancer Patients with Poor Survival Outcome. Clin Cancer Res 2015; 21:3492-500. [PMID: 25904753 DOI: 10.1158/1078-0432.ccr-14-2049] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 04/10/2015] [Indexed: 12/31/2022]
Abstract
PURPOSE In this era of molecular diagnostics, prediction of clear-cell renal cell cancer (ccRCC) survival requires optimization, as current prognostic markers fail to determine individual patient outcome. Epigenetic events are promising molecular markers. Promoter CpG island methylation of cysteine dioxygenase type 1 (CDO1), which was identified as prognostic marker for breast cancer, is studied as a potential marker for ccRCC survival. EXPERIMENTAL DESIGN We collected primary tissues of 365 ccRCC cases identified within the prospective Netherlands Cohort Study (NLCS). In this population-based series, CDO1 promoter methylation was observed in 124 of 324 (38.3%) patients with successful methylation-specific PCR analysis. Kaplan-Meier curves and Wilcoxon tests were used to evaluate 10-year ccRCC-specific survival. Cox regression analysis was used to obtain crude and multivariate HRs and 95% confidence intervals (CI). The relative prognostic value of multivariate models with and without CDO1 promoter methylation was compared using likelihood-ratio tests. RESULTS Patients with CDO1 promoter methylation have a significantly poorer survival than those without (Wilcoxon P = 0.006). Differences in survival were independent of other prognostic factors, including age and sex (HR, 1.66; 95% CI, 1.12-2.45) and TNM stage, tumor size, and Fuhrman grade (HR, 1.89; 95% CI, 1.25-2.85). Multivariate models performed better with than without CDO1 promoter methylation status (likelihood-ratio P = 0.003). Survival curves were validated in an independent series of 280 ccRCC cases from The Cancer Genome Atlas (TCGA; Wilcoxon P < 0.001). CONCLUSIONS CDO1 promoter methylation may not substitute common prognostic makers to predict ccRCC survival, but offers additional, relevant prognostic information, indicating that it might be a novel molecular marker to determine ccRCC prognosis.
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Affiliation(s)
- Ivette A G Deckers
- Department of Epidemiology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Leo J Schouten
- Department of Epidemiology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Leander Van Neste
- Department of Pathology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Iris J H van Vlodrop
- Department of Pathology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Patricia M M B Soetekouw
- Division of Medical Oncology, Department of Internal Medicine, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Marcella M L L Baldewijns
- Department of Pathology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jana Jeschke
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland. Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles, Brussels, Belgium
| | - Nita Ahuja
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland. Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland. Department of Urology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James G Herman
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Piet A van den Brandt
- Department of Epidemiology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Manon van Engeland
- Department of Pathology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, the Netherlands.
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Melotte V, Yi JM, Lentjes MHFM, Smits KM, Van Neste L, Niessen HEC, Wouters KAD, Louwagie J, Schuebel KE, Herman JG, Baylin SB, van Criekinge W, Meijer GA, Ahuja N, van Engeland M. Spectrin repeat containing nuclear envelope 1 and forkhead box protein E1 are promising markers for the detection of colorectal cancer in blood. Cancer Prev Res (Phila) 2014; 8:157-64. [PMID: 25538088 DOI: 10.1158/1940-6207.capr-14-0198] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Identifying biomarkers in body fluids may improve the noninvasive detection of colorectal cancer. Previously, we identified N-Myc downstream-regulated gene 4 (NDRG4) and GATA binding protein 5 (GATA5) methylation as promising biomarkers for colorectal cancer in stool DNA. Here, we examined the utility of NDRG4, GATA5, and two additional markers [Forkhead box protein E1 (FOXE1) and spectrin repeat containing nuclear envelope 1 (SYNE1)] promoter methylation as biomarkers in plasma DNA. Quantitative methylation-specific PCR was performed on plasma DNA from 220 patients with colorectal cancer and 684 noncancer controls, divided in a training set and a test set. Receiver operating characteristic analysis was performed to measure the area under the curve of GATA5, NDRG4, SYNE1, and FOXE1 methylation. Functional assays were performed in SYNE1 and FOXE1 stably transfected cell lines. The sensitivity of NDRG4, GATA5, FOXE1, and SYNE1 methylation in all stages of colorectal cancer (154 cases, 444 controls) was 27% [95% confidence interval (CI), 20%-34%), 18% (95% CI, 12%-24%), 46% (95% CI, 38%-54%), and 47% (95% CI, 39%-55%), with a specificity of 95% (95% CI, 93%-97%), 99% (95% CI, 98%-100%), 93% (95% CI, 91%-95%), and 96% (95% CI, 94%-98%), respectively. Combining SYNE1 and FOXE1, increased the sensitivity to 56% (95% CI, 48%-64%), while the specificity decreased to 90% (95% CI, 87%-93%) in the training set and to 58% sensitivity (95% CI, 46%-70%) and 91% specificity (95% CI, 80%-100%) in a test set (66 cases, 240 controls). SYNE1 overexpression showed no major differences in cell proliferation, migration, and invasion compared with controls. Overexpression of FOXE1 significantly decreased the number of colonies in SW480 and HCT116 cell lines. Overall, our data suggest that SYNE1 and FOXE1 are promising markers for colorectal cancer detection.
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Affiliation(s)
- Veerle Melotte
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Joo Mi Yi
- Dongnam Institute of Radiological and Medical Sciences (DIRAMS), Busan, South Korea
| | - Marjolein H F M Lentjes
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Kim M Smits
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands. Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Leander Van Neste
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands. MDxHealth, Herstal, Belgium
| | - Hanneke E C Niessen
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Kim A D Wouters
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Kornel E Schuebel
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James G Herman
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stephen B Baylin
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Gerrit A Meijer
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Nita Ahuja
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, Maryland. Department of Surgery, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, Maryland. Department of Urology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands.
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Schouten LJ, Deckers IA, Brandt PAVD, Soetekouw PM, Baldewijns MM, Engeland MV. Abstract 1272: Alcohol and dietary folate intake and gene promoter methylation in clear-cell renal cell cancer. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-1272] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: High intake of alcohol and low intake of folate have been associated with gene promoter methylation. Increased promoter methylation of tumor suppressor genes plays an important role in renal cell cancer (RCC). On the other hand, however, alcohol intake is associated with a decreased risk of RCC risk in most prospective studies. We therefore investigated whether alcohol and dietary folate intakes were associated with gene promoter methylation in RCC.
Methods: The Netherlands Cohort Study (NLCS) with case-cohort design included 120,852 subjects aged 55-69 years in 1986. Diet was measured with a food-frequency questionnaire. After 20.3 years of follow-up, paraffin-embedded tumor blocks were collected from 454 incident RCC cases, of which 80% had clear cell (cc) histology. Methylation-specific PCR (MSP) was used to analyze promoter CpG island methylation in tumor DNA. Genes were selected that were known to be involved in ccRCC. Furthermore, genes were selected exhibiting 1) promoter CpG island methylation in ccRCC cell lines and not in normal kidney tissue in a genome-wide methylation screen (MBD-affinity massive parallel sequencing) and 2) ccRCC-specific down-regulation in the TCGA data. In total, we identified 14 genes (CDO1, CFTR, CSPG4, FST, FZD10, GAL, GRE1, LAD1, NEFH, NEURL, RASGFR2, SFN, SFRP1, VHL) as candidate markers. We computed a sum score of methylated genes and divided the ccRCC cases into those with low- (0-18% of the genes methylated), intermediate- (20-45%) and high- (46-100%) methylated tumors. Multivariable analyses were conducted using Cox regression analyses, stratified according to methylation sum score and included 4,439 subcohort members and 300 ccRCC cases.
Results: Prevalence of gene promoter methylation was on average 36%, but varied from 7.8% (VHL) to 96.5% (SFN).
Increasing intakes of alcohol were associated with decreased risk in all ccRCC cases, but not statistically significant: multivariable adjusted HR (95% CI) for ≥15g alcohol/day vs. 0 g/day 0.79 (0.54-1.16), and p for trend 0.44. In strata of ccRCC according to methylation sum score no significant heterogeneity was observed, although the HR for ≥ 15g alcohol/day versus 0 g/day was significantly decreased in ccRCC with a high methylation sum score: 0.36 (95% CI 0.14-0.93), p for trend, 0.14.
Dietary intake of folate was not associated with ccRCC risk: HR for the quintile of highest intake versus lowest intake: 1.07 (CI, 0.70-1.64) and p for trend, 0.59. Between strata of ccRCC cases according to methylation sum score no significant heterogeneity was observed. There was no effect-modification of alcohol and dietary folate intake on overall ccRCC risk, nor in strata according to methylation sum score.
Conclusion: Our findings show that alcohol and dietary folate intake are not associated with ccRCC risk, neither overall nor in strata according to methylation sum score.
Citation Format: Leo J. Schouten, Ivette A.G. Deckers, Piet A. van den Brandt, Patricia M.M.B. Soetekouw, Marcella M.M.L. Baldewijns, Manon van Engeland. Alcohol and dietary folate intake and gene promoter methylation in clear-cell renal cell cancer. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 1272. doi:10.1158/1538-7445.AM2014-1272
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Deckers IAG, Brandt PAVD, Engeland MV, Soetekouw PMMB, Baldewijns MMLL, Keszei AP, Schouten LJ. Abstract 5060: Dietary sodium, potassium and fluid intake and clear cell renal cell cancer: heterogeneous effects by DNA methylation of genes involved in renal salt homeostasis. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-5060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Sodium, potassium and fluid play a key role in renal salt homeostasis. We showed that sodium intake is associated with higher renal cell cancer (RCC) risk. Promoter CpG island methylation, leading to silencing of tumor suppressor genes, may also affect RCC carcinogenesis. We investigated whether associations between sodium, potassium and fluid intake and RCC risk differed for RCC subtypes defined by promoter methylation of genes involved in renal salt homeostasis.
Methods: The Netherlands Cohort Study (NLCS) with case-cohort design included 120,852 subjects aged 55-69 years. Diet was measured with a food frequency questionnaire. After 20.3 years of follow-up, paraffin-embedded tumor blocks from 454 incident RCC cases were collected, of which 80% had clear cell (cc) histology. Methylation-specific PCR was used to analyze promoter CpG island methylation in tumor DNA. Genes involved in renal salt homeostasis were of interest if exhibiting 1) promoter CpG island methylation in ccRCC cell lines and not in normal kidney tissue in a genome-wide methylation screen (MBD-affinity massive parallel sequencing) and 2) ccRCC-specific down-regulation in public expression data. We identified ARHGDIG, ATP1A1, SCNN1B and SLC8A3 as candidate genes, which were then combined into a methylation sum score and categorized representing no (0 genes methylated), low (1 gene methylated) and high (≥2 genes methylated) methylation. Cox regression analyses were stratified accordingly and included 4,439 subcohort members and 348 ccRCC cases.
Results: ARHGDIG, ATP1A1, SCNN1B and SLC8A3 were methylated in 22.7%, 16.4%, 42.2% and 5.5% of ccRCC tumors. High sodium intake increased overall ccRCC risk [HR(95%CI): 1.42(1.06-1.89)] regardless of methylation status (P-heterogeneity = 0.69). High potassium intake was differently associated with ccRCC risk (P-heterogeneity = 0.02); ccRCC risk was lower for tumors without methylation [HR(95%CI): 0.59(0.36-0.98)], but higher for tumors with high methylation [HR(95%CI): 1.50(0.89-2.52)]. For fluid intake, HRs similarly differed across the methylation subtypes, but heterogeneity was not significant (P-heterogeneity = 0.45). Individual gene analyses showed that SCNN1B was most indicative of the heterogeneous effects.
Discussion: Our findings indicate for the first time a joint influence of diet and epigenetics to determine ccRCC risk. By investigating specific dietary intakes and DNA methylation in selected genes we provide a biological rational for the role of renal salt homeostasis in the development of ccRCC. In particular, we show that, besides sodium intake, also potassium and fluid intake may be implicated in ccRCC etiology, when the epigenetic environment is considered. Further exploration of the temporal relationship and exact pathological pathway is however warranted.
Citation Format: Ivette A. G. Deckers, Piet A. van den Brandt, Manon van Engeland, Patricia M. M. B. Soetekouw, Marcella M. L. L. Baldewijns, András P. Keszei, Leo J. Schouten. Dietary sodium, potassium and fluid intake and clear cell renal cell cancer: heterogeneous effects by DNA methylation of genes involved in renal salt homeostasis. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 5060. doi:10.1158/1538-7445.AM2014-5060
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Yakkioui Y, van Overbeeke JJ, Santegoeds R, van Engeland M, Temel Y. Chordoma: the entity. Biochim Biophys Acta Rev Cancer 2014; 1846:655-69. [PMID: 25193090 DOI: 10.1016/j.bbcan.2014.07.012] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Revised: 07/28/2014] [Accepted: 07/30/2014] [Indexed: 01/08/2023]
Abstract
Chordomas are malignant tumors of the axial skeleton, characterized by their locally invasive and slow but aggressive growth. These neoplasms are presumed to be derived from notochordal remnants with a molecular alteration preceding their malignant transformation. As these tumors are most frequently observed on the skull base and sacrum, patients suffering from a chordoma present with debilitating neurological disease, and have an overall 5-year survival rate of 65%. Surgical resection with adjuvant radiotherapy is the first-choice treatment modality in these patients, since chordomas are resistant to conventional chemotherapy. Even so, management of chordomas can be challenging, as chordoma patients often present with recurrent disease. Recent advances in the understanding of the molecular events that contribute to the development of chordomas are promising; the most novel finding being the identification of brachyury in the disease process. Here we present an overview of the current paradigms and summarize relevant research findings.
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Affiliation(s)
- Youssef Yakkioui
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands; Department of Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Jacobus J van Overbeeke
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands; Department of Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Remco Santegoeds
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands; Department of Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Manon van Engeland
- Department of Pathology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands; Department of Neuroscience, Maastricht University Medical Center, Maastricht, The Netherlands
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Deckers IA, van den Brandt PA, van Engeland M, van Schooten FJ, Godschalk RW, Keszei AP, Schouten LJ. Polymorphisms in genes of the renin-angiotensin-aldosterone system and renal cell cancer risk: interplay with hypertension and intakes of sodium, potassium and fluid. Int J Cancer 2014; 136:1104-16. [PMID: 24978482 DOI: 10.1002/ijc.29060] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 06/18/2014] [Indexed: 01/20/2023]
Abstract
Hypertension is an established risk factor for renal cell cancer (RCC). The renin-angiotensin-aldosterone system (RAAS) regulates blood pressure and is closely linked to hypertension. RAAS additionally influences homeostasis of electrolytes (e.g. sodium and potassium) and fluid. We investigated single nucleotide polymorphisms (SNPs) in RAAS and their interactions with hypertension and intakes of sodium, potassium and fluid regarding RCC risk in the Netherlands Cohort Study (NLCS), which was initiated in 1986 and included 120,852 participants aged 55 to 69 years. Diet and lifestyle were assessed by questionnaires and toenail clippings were collected. Genotyping of toenail DNA was performed using the SEQUENOM® MassARRAY® platform for a literature-based selection of 13 candidate SNPs in seven key RAAS genes. After 20.3 years of follow-up, Cox regression analyses were conducted using a case-cohort approach including 3,583 subcohort members and 503 RCC cases. Two SNPs in AGTR1 were associated with RCC risk. AGTR1_rs1492078 (AA vs. GG) decreased RCC risk [hazard ratio (HR) (95% confidence interval (CI)): 0.70(0.49-1.00)], whereas AGTR1_rs5186 (CC vs. AA) increased RCC risk [HR(95%CI): 1.49(1.08-2.05)]. Associations were stronger in participants with hypertension. The RCC risk for AGT_rs3889728 (AG + AA vs. GG) was modified by hypertension (p interaction = 0.039). SNP-diet interactions were not significant, although HRs suggested interaction between SNPs in ACE and sodium intake. SNPs in AGTR1 and AGT influenced RCC susceptibility, and their effects were modified by hypertension. Sodium intake was differentially associated with RCC risk across genotypes of several SNPs, yet some analyses had probably inadequate power to show significant interaction. Results suggest that RAAS may be a candidate pathway in RCC etiology.
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Affiliation(s)
- Ivette A Deckers
- Department of Epidemiology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Centre, Maastricht, The Netherlands
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Gao L, van den Hurk K, Moerkerk PTM, Goeman JJ, Beck S, Gruis NA, van den Oord JJ, Winnepenninckx VJ, van Engeland M, van Doorn R. Promoter CpG island hypermethylation in dysplastic nevus and melanoma: CLDN11 as an epigenetic biomarker for malignancy. J Invest Dermatol 2014; 134:2957-2966. [PMID: 24999589 DOI: 10.1038/jid.2014.270] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2013] [Revised: 05/02/2014] [Accepted: 05/26/2014] [Indexed: 11/09/2022]
Abstract
Dysplastic nevi are melanocytic lesions that represent an intermediate stage between common nevus and melanoma. Histopathological distinction of dysplastic nevus from melanoma can be challenging and there is a requirement for molecular diagnostic markers. In this study, we examined promoter CpG island methylation of a selected panel of genes, identified in a genome-wide methylation screen, across a spectrum of 405 melanocytic neoplasms. Promoter methylation analysis in common nevi, dysplastic nevi, primary melanomas, and metastatic melanomas demonstrated progressive epigenetic deregulation. Dysplastic nevi were affected by promoter methylation of genes that are frequently methylated in melanoma but not in common nevi. We assessed the diagnostic value of the methylation status of five genes in distinguishing primary melanoma from dysplastic nevus. In particular, CLDN11 promoter methylation was specific for melanoma, as it occurred in 50% of primary melanomas but in only 3% of dysplastic nevi. A diagnostic algorithm that incorporates methylation of the CLDN11, CDH11, PPP1R3C, MAPK13, and GNMT genes was validated in an independent sample set and helped distinguish melanoma from dysplastic nevus (area under the curve 0.81). Melanoma-specific methylation of these genes supports the utility as epigenetic biomarkers and could point to their significance in melanoma development.
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Affiliation(s)
- Linda Gao
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands; The first two and last three authors contributed equally to this work
| | - Karin van den Hurk
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands; The first two and last three authors contributed equally to this work
| | - Peter T M Moerkerk
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jelle J Goeman
- Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands; Current address: Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Samuel Beck
- Leiden Cytology and Pathology Laboratory, Leiden, The Netherlands
| | - Nelleke A Gruis
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Joost J van den Oord
- Laboratory of Translational Cell and Tissue Research, Department of Pathology, University Hospital, University of Leuven, Leuven, Belgium
| | - Véronique J Winnepenninckx
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands; The first two and last three authors contributed equally to this work
| | - Manon van Engeland
- Department of Pathology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands; The first two and last three authors contributed equally to this work
| | - Remco van Doorn
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands; The first two and last three authors contributed equally to this work.
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Simons CCJM, van den Brandt PA, Stehouwer CDA, van Engeland M, Weijenberg MP. Body size, physical activity, early-life energy restriction, and associations with methylated insulin-like growth factor-binding protein genes in colorectal cancer. Cancer Epidemiol Biomarkers Prev 2014; 23:1852-62. [PMID: 24972776 DOI: 10.1158/1055-9965.epi-13-1285] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND We investigated body size, physical activity, and early-life energy restriction in relation to colorectal tumors with and without methylated insulin-like growth factor-binding protein (IGFBP) genes, which are putative tumor-suppressor genes. METHODS We determined IGFBP2, IGFBP3, and IGFBP7 promoter CpG island hypermethylation in tumors of 733 colorectal cancer cases from the Netherlands Cohort Study (N = 120,852). Participants self-reported lifestyle and dietary factors at baseline in 1986. Using a case-cohort approach (N subcohort = 5,000), we estimated hazard ratios (HR) for colorectal cancer by extent of IGFBP methylation. RESULTS Comparison of the highest versus lowest sex-specific tertiles of adult body mass index (BMI) gave multivariable-adjusted HRs [95% confidence intervals (CI)] for colorectal cancers with 0 (18.7%), 1 (29.5%), 2 (32.4%), and 3 (19.5%) methylated genes of 1.39 (0.88-2.19), 1.11 (0.77-1.62), 1.67 (1.17-2.38), and 2.07 (1.29-3.33), respectively. Other anthropometric measures and physical activity were not associated with colorectal cancer risk by extent of IGFBP methylation, except height in sex-specific analyses for women. Exposure to energy restriction during the Dutch Hunger Winter versus nonexposure gave HRs (95% CIs) for colorectal cancers with 0, 1, 2, and 3 methylated genes of 1.01 (0.67-1.53), 1.03 (0.74-1.44), 0.72 (0.52-0.99), and 0.50 (0.32-0.78), respectively. CONCLUSIONS Adult BMI, height (in women only), and early-life energy restriction were associated with the risk of having a colorectal tumor characterized by IGFBP methylation. IMPACT Body size may particularly increase the risk of IGFBP gene-methylated colorectal tumors; this finding might facilitate more targeted approaches to prevent obesity-related colorectal cancers.
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Affiliation(s)
- Colinda C J M Simons
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Piet A van den Brandt
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
| | - Coen D A Stehouwer
- Department of Internal Medicine, CARIM - School for Cardiovascular Diseases, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Manon van Engeland
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Matty P Weijenberg
- Department of Epidemiology, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands.
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Smits KM, Melotte V, Niessen HE, Dubois L, Oberije C, Troost EG, Starmans MH, Boutros PC, Vooijs M, van Engeland M, Lambin P. Epigenetics in radiotherapy: Where are we heading? Radiother Oncol 2014; 111:168-77. [DOI: 10.1016/j.radonc.2014.05.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2013] [Revised: 03/17/2014] [Accepted: 05/01/2014] [Indexed: 12/20/2022]
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Swarts DRA, Scarpa A, Corbo V, Van Criekinge W, van Engeland M, Gatti G, Henfling MER, Papotti M, Perren A, Ramaekers FCS, Speel EJM, Volante M. MEN1 gene mutation and reduced expression are associated with poor prognosis in pulmonary carcinoids. J Clin Endocrinol Metab 2014; 99:E374-8. [PMID: 24276465 DOI: 10.1210/jc.2013-2782] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
CONTEXT MEN1 gene alterations have been implicated in lung carcinoids, but their effect on gene expression and disease outcome is unknown. OBJECTIVE Our objective was to analyze MEN1 gene and expression anomalies in lung neuroendocrine neoplasms and their correlations with clinicopathologic data and disease outcome. DESIGN We examined 74 lung neuroendocrine neoplasms including 58 carcinoids and 16 high-grade neuroendocrine carcinomas (HGNECs) for MEN1 mutations (n = 70) and allelic losses (n = 69), promoter hypermethylation (n = 65), and mRNA (n = 74) expression. Results were correlated with disease outcome. RESULTS MEN1 mutations were found in 7 of 55 (13%) carcinoids and in 1 HGNEC, mostly associated with loss of the second allele. MEN1 decreased expression levels correlated with the presence of mutations (P = .0060) and was also lower in HGNECs than carcinoids (P = .0024). MEN1 methylation was not associated with mRNA expression levels. Patients with carcinoids harboring MEN1 mutation and loss had shorter overall survival (P = .039 and P = .035, respectively) and low MEN1 mRNA levels correlated with distant metastasis (P = .00010) and shorter survival (P = .0071). In multivariate analysis, stage and MEN1 allelic loss were independent predictors of prognosis. CONCLUSION Thirteen percent of pulmonary carcinoids harbor MEN1 mutation associated with reduced mRNA expression and poor prognosis. Also in mutation-negative tumors, low MEN1 gene expression correlates with an adverse disease outcome. Hypermethylation was excluded as the underlying mechanism.
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Affiliation(s)
- Dorian R A Swarts
- Departments of Molecular Cell Biology (D.R.A.S., M.E.R.H., F.C.S.R.) and Pathology (E.-J.M.S., M.v.E.), GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands; Applied Research on Cancer-NET Research Centre and Department of Pathology and Diagnostics (A.S., V.C.), University and Hospital Trust of Verona, 37134 Verona, Italy; Laboratory of Bioinformatics and Computational Genomics (W.V.C.), Ghent University, Belgium; Department of Oncology (G.G., M.P., M.V.), Division of Pathology, University of Turin at San Luigi Hospital, Orbassano, Torino, Italy; and Department of Pathology (A.P.), University of Bern, Bern, Switzerland
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Hogervorst JGF, de Bruijn-Geraets D, Schouten LJ, van Engeland M, de Kok TMCM, Goldbohm RA, van den Brandt PA, Weijenberg MP. Dietary acrylamide intake and the risk of colorectal cancer with specific mutations in KRAS and APC. Carcinogenesis 2014; 35:1032-8. [PMID: 24398672 DOI: 10.1093/carcin/bgu002] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Acrylamide, a probable human carcinogen, is present in heat-treated carbohydrate-rich foods. Epidemiological studies have not shown a clear association between acrylamide intake and colorectal cancer (CRC) risk. This may be due to the molecular heterogeneity in colorectal tumors, which was not taken into consideration before. Since the acrylamide metabolite glycidamide induces specific DNA mutations in rodents, we investigated whether acrylamide is associated with CRC risk characterized by mutations in Kirsten-ras (KRAS) and adenomatous polyposis coli (APC); key genes in colorectal carcinogenesis. This case-cohort analysis, within the Netherlands Cohort Study on diet and cancer, was based on 7.3 years of follow-up. Acrylamide intake was assessed with a food frequency questionnaire. Mutation analysis of codons 1286-1520 in exon 15 in APC and codons 12 and 13 in exon 1 in KRAS was performed on tumor tissue of 733 cases. Hazard ratios (HR) were calculated using Cox proportional hazards analysis. Among men, acrylamide intake was statistically significantly associated with an increased risk of particularly tumors with an activating KRAS mutation {HR fourth versus first quartile: 2.12 [95% confidence interval (CI): 1.16-3.87], P trend: 0.01}. Among women, acrylamide intake was statistically significantly associated with a decreased risk of particularly tumors with a truncating APC mutation (fourth versus first quartile: 0.47 (95% CI: 0.23-0.94), P trend: 0.02), but only in the highest quartile of intake. This is the first study to show that acrylamide might be associated with CRC with specific somatic mutations, differentially in men and women. More research is needed to corroborate or refute these findings.
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Voorham QJM, Janssen J, Tijssen M, Snellenberg S, Mongera S, van Grieken NCT, Grabsch H, Kliment M, Rembacken BJ, Mulder CJJ, van Engeland M, Meijer GA, Steenbergen RDM, Carvalho B. Promoter methylation of Wnt-antagonists in polypoid and nonpolypoid colorectal adenomas. BMC Cancer 2013; 13:603. [PMID: 24350795 PMCID: PMC3878219 DOI: 10.1186/1471-2407-13-603] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 12/09/2013] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Nonpolypoid adenomas are a subgroup of colorectal adenomas that have been associated with a more aggressive clinical behaviour compared to their polypoid counterparts. A substantial proportion of nonpolypoid and polypoid adenomas lack APC mutations, APC methylation or chromosomal loss of the APC locus on chromosome 5q, suggesting the involvement of other Wnt-pathway genes. The present study investigated promoter methylation of several Wnt-pathway antagonists in both nonpolypoid and polypoid adenomas. METHODS Quantitative methylation-specific PCR (qMSP) was used to evaluate methylation of four Wnt-antagonists, SFRP2, WIF-1, DKK3 and SOX17 in 18 normal colorectal mucosa samples, 9 colorectal cancer cell lines, 18 carcinomas, 44 nonpolypoid and 44 polypoid adenomas. Results were integrated with previously obtained data on APC mutation, methylation and chromosome 5q status from the same samples. RESULTS Increased methylation of all genes was found in the majority of cell lines, adenomas and carcinomas compared to normal controls. WIF-1 and DKK3 showed a significantly lower level of methylation in nonpolypoid compared to polypoid adenomas (p < 0.01). Combining both adenoma types, a positive trend between APC mutation and both WIF-1 and DKK3 methylation was observed (p < 0.05). CONCLUSIONS Methylation of Wnt-pathway antagonists represents an additional mechanism of constitutive Wnt-pathway activation in colorectal adenomas. Current results further substantiate the existence of partially alternative Wnt-pathway disruption mechanisms in nonpolypoid compared to polypoid adenomas, in line with previous observations.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Beatriz Carvalho
- Department of Pathology, VU University Medical Center, PO Box 7057, 1007 MB Amsterdam, The Netherlands.
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