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Published in: Journal of Translational Medicine 1/2018

Open Access 01-12-2018 | Research

A novel DNA methylation panel accurately detects colorectal cancer independently of molecular pathway

Authors: Micaela Freitas, Fábio Ferreira, Sónia Carvalho, Fernanda Silva, Paula Lopes, Luís Antunes, Sofia Salta, Francisca Diniz, Lúcio Lara Santos, José Flávio Videira, Rui Henrique, Carmen Jerónimo

Published in: Journal of Translational Medicine | Issue 1/2018

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Abstract

Background

Colorectal cancer (CRC) is one of the most incident cancers, associated with significant morbidity and mortality, and usually classified into three main molecular pathways: chromosomal instability, microsatellite instability (MSI) and CpG island methylator phenotype (CIMP). Currently, available screening methods are either costly or of limited specificity, impairing global implementation. More cost-effective strategies, including DNA methylation-based tests, might prove advantageous. Although some are already available, its performance is suboptimal, entailing the need for better candidate biomarkers. Herein, we tested whether combined use of APC, IGF2, MGMT, RASSF1A, and SEPT9 promoter methylation might accurately detect CRC irrespective of molecular subtype.

Methods

Selected genes were validated using formalin-fixed paraffin-embedded tissues from 214 CRC and 50 non-malignant colorectal mucosae (CRN). Promoter methylation levels were assessed using real-time quantitative methylation-specific PCR. MSI and CIMP status were determined. Molecular data were correlated with standard clinicopathological features. Diagnostic and prognostic performances were evaluated by receiver operator characteristics curve and survival analyses, respectively.

Results

Except for IGF2, promoter methylation levels were significantly higher in CRC compared to CRN. A three-gene panel (MGMT, RASSF1A, SEPT9) identified malignancy with 96.6% sensitivity, 74.0% specificity and 91.5 positive predictive value (area under the curve: 0.97), independently of tumor location, stage, and molecular pathway.

Conclusions

Combined promoter methylation analysis of MGMT/RASSF1A/SEPT9 displays a better performance than currently available epigenetic-based biomarkers for CRC, providing the basis for the development of a non-invasive assay to detect CRC irrespective of the molecular pathway.
Appendix
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Literature
1.
go back to reference Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, Parkin DM, Forman D, Bray F. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer. 2015;136:E359–86.CrossRefPubMed Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, Parkin DM, Forman D, Bray F. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer. 2015;136:E359–86.CrossRefPubMed
2.
go back to reference Carethers JM, Jung BH. Genetics and genetic biomarkers in sporadic colorectal cancer. Gastroenterology. 2015;149(1177–1190):e1173. Carethers JM, Jung BH. Genetics and genetic biomarkers in sporadic colorectal cancer. Gastroenterology. 2015;149(1177–1190):e1173.
4.
go back to reference Jass JR. Classification of colorectal cancer based on correlation of clinical, morphological and molecular features. Histopathology. 2007;50:113–30.CrossRefPubMed Jass JR. Classification of colorectal cancer based on correlation of clinical, morphological and molecular features. Histopathology. 2007;50:113–30.CrossRefPubMed
5.
6.
go back to reference An B, Kondo Y, Okamoto Y, Shinjo K, Kanemitsu Y, Komori K, Hirai T, Sawaki A, Tajika M, Nakamura T, et al. Characteristic methylation profile in CpG island methylator phenotype-negative distal colorectal cancers. Int J Cancer. 2010;127:2095–105.CrossRefPubMed An B, Kondo Y, Okamoto Y, Shinjo K, Kanemitsu Y, Komori K, Hirai T, Sawaki A, Tajika M, Nakamura T, et al. Characteristic methylation profile in CpG island methylator phenotype-negative distal colorectal cancers. Int J Cancer. 2010;127:2095–105.CrossRefPubMed
7.
go back to reference Weisenberger DJ, Siegmund KD, Campan M, Young J, Long TI, Faasse MA, Kang GH, Widschwendter M, Weener D, Buchanan D, et al. CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet. 2006;38:787–93.CrossRefPubMed Weisenberger DJ, Siegmund KD, Campan M, Young J, Long TI, Faasse MA, Kang GH, Widschwendter M, Weener D, Buchanan D, et al. CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet. 2006;38:787–93.CrossRefPubMed
8.
go back to reference Jia M, Gao X, Zhang Y, Hoffmeister M, Brenner H. Different definitions of CpG island methylator phenotype and outcomes of colorectal cancer: a systematic review. Clin Epigenet. 2016;8:25.CrossRef Jia M, Gao X, Zhang Y, Hoffmeister M, Brenner H. Different definitions of CpG island methylator phenotype and outcomes of colorectal cancer: a systematic review. Clin Epigenet. 2016;8:25.CrossRef
9.
10.
go back to reference Ogino S, Kawasaki T, Kirkner GJ, Loda M, Fuchs CS. CpG island methylator phenotype-low (CIMP-Low) in colorectal cancer: possible associations with male sex and KRAS mutations. J Mol Diagn. 2006;8:582–8.CrossRefPubMedPubMedCentral Ogino S, Kawasaki T, Kirkner GJ, Loda M, Fuchs CS. CpG island methylator phenotype-low (CIMP-Low) in colorectal cancer: possible associations with male sex and KRAS mutations. J Mol Diagn. 2006;8:582–8.CrossRefPubMedPubMedCentral
11.
go back to reference Shen LL, Toyota M, Kondo Y, Lin E, Zhang L, Guo Y, Hernandez NS, Chen XL, Ahmed S, Konishi K, et al. Integrated genetic and epigenetic analysis identifies three different subclasses of colon cancer. Proc Natl Acad Sci USA. 2007;104:18654–9.CrossRefPubMedPubMedCentral Shen LL, Toyota M, Kondo Y, Lin E, Zhang L, Guo Y, Hernandez NS, Chen XL, Ahmed S, Konishi K, et al. Integrated genetic and epigenetic analysis identifies three different subclasses of colon cancer. Proc Natl Acad Sci USA. 2007;104:18654–9.CrossRefPubMedPubMedCentral
12.
go back to reference Warren JD, Xiong W, Bunker AM, Vaughn CP, Furtado LV, Roberts WL, Fang JC, Samowitz WS, Heichman KA. Septin 9 methylated DNA is a sensitive and specific blood test for colorectal cancer. BMC Med. 2011;9:9.CrossRef Warren JD, Xiong W, Bunker AM, Vaughn CP, Furtado LV, Roberts WL, Fang JC, Samowitz WS, Heichman KA. Septin 9 methylated DNA is a sensitive and specific blood test for colorectal cancer. BMC Med. 2011;9:9.CrossRef
13.
go back to reference Esteller M, Sparks A, Toyota M, Sanchez-Cespedes M, Capella G, Peinado MA, Gonzalez S, Tarafa G, Sidransky D, Meltzer SJ, et al. Analysis of adenomatous polyposis coli promoter hypermethylation in human cancer. Can Res. 2000;60:4366–71. Esteller M, Sparks A, Toyota M, Sanchez-Cespedes M, Capella G, Peinado MA, Gonzalez S, Tarafa G, Sidransky D, Meltzer SJ, et al. Analysis of adenomatous polyposis coli promoter hypermethylation in human cancer. Can Res. 2000;60:4366–71.
14.
go back to reference Lee BB, Lee EJ, Jung EH, Chun H-K, Chang DK, Song SY, Park J, Kim D-H. Aberrant methylation of APC, MGMT, RASSF2A, and Wif-1 genes in plasma as a biomarker for early detection of colorectal cancer. Clin Cancer Res Off J Am Assoc Cancer Res. 2009;15:6185–91.CrossRef Lee BB, Lee EJ, Jung EH, Chun H-K, Chang DK, Song SY, Park J, Kim D-H. Aberrant methylation of APC, MGMT, RASSF2A, and Wif-1 genes in plasma as a biomarker for early detection of colorectal cancer. Clin Cancer Res Off J Am Assoc Cancer Res. 2009;15:6185–91.CrossRef
15.
go back to reference Ogino S, Kawasaki T, Kirkner GJ, Suemoto Y, Meyerhardt JA, Fuchs CS. Molecular correlates with MGMT promoter methylation and silencing support CpG island methylator phenotype-low (CIMP-low) in colorectal cancer. Gut. 2007;56:1564–71.CrossRefPubMedPubMedCentral Ogino S, Kawasaki T, Kirkner GJ, Suemoto Y, Meyerhardt JA, Fuchs CS. Molecular correlates with MGMT promoter methylation and silencing support CpG island methylator phenotype-low (CIMP-low) in colorectal cancer. Gut. 2007;56:1564–71.CrossRefPubMedPubMedCentral
16.
go back to reference Sakamoto N, Terai T, Ajioka Y, Abe S, Kobayasi O, Hirai S, Hino O, Watanabe H, Sato N, Shimoda T, Fujii H. Frequent hypermethylation of RASSF1A in early flat-type colorectal tumors. Oncogene. 2004;23:8900–7.CrossRefPubMed Sakamoto N, Terai T, Ajioka Y, Abe S, Kobayasi O, Hirai S, Hino O, Watanabe H, Sato N, Shimoda T, Fujii H. Frequent hypermethylation of RASSF1A in early flat-type colorectal tumors. Oncogene. 2004;23:8900–7.CrossRefPubMed
17.
go back to reference Wasserkort R, Kalmar A, Valcz G, Spisak S, Krispin M, Toth K, Tulassay Z, Sledziewski AZ, Molnar B. Aberrant septin 9 DNA methylation in colorectal cancer is restricted to a single CpG island. BMC Cancer. 2013;13:11.CrossRef Wasserkort R, Kalmar A, Valcz G, Spisak S, Krispin M, Toth K, Tulassay Z, Sledziewski AZ, Molnar B. Aberrant septin 9 DNA methylation in colorectal cancer is restricted to a single CpG island. BMC Cancer. 2013;13:11.CrossRef
18.
go back to reference Tóth K, Sipos F, Kalmár A, Patai ÁV, Wichmann B, Stoehr R, Golcher H, Schellerer V, Tulassay Z, Molnár B. Detection of methylated SEPT9 in plasma is a reliable screening method for both left- and right-sided colon cancers. PLoS ONE. 2012;7:e46000.CrossRefPubMedPubMedCentral Tóth K, Sipos F, Kalmár A, Patai ÁV, Wichmann B, Stoehr R, Golcher H, Schellerer V, Tulassay Z, Molnár B. Detection of methylated SEPT9 in plasma is a reliable screening method for both left- and right-sided colon cancers. PLoS ONE. 2012;7:e46000.CrossRefPubMedPubMedCentral
19.
go back to reference Miroglio A, Jammes H, Tost J, Ponger L, Gut IG, El Abdalaoui H, Coste J, Chaussade S, Arimondo PB, Lamarque D, Dandolo L. Specific hypomethylated CpGs at the IGF2 locus act as an epigenetic biomarker for familial adenomatous polyposis colorectal cancer. Epigenomics. 2010;2:365–75.CrossRefPubMed Miroglio A, Jammes H, Tost J, Ponger L, Gut IG, El Abdalaoui H, Coste J, Chaussade S, Arimondo PB, Lamarque D, Dandolo L. Specific hypomethylated CpGs at the IGF2 locus act as an epigenetic biomarker for familial adenomatous polyposis colorectal cancer. Epigenomics. 2010;2:365–75.CrossRefPubMed
20.
go back to reference Cheng YW, Idrees K, Shattock R, Khan SA, Zeng ZS, Brennan CW, Paty P, Barany F. Loss of imprinting and marked gene elevation are 2 forms of aberrant IGF2 expression in colorectal cancer. Int J Cancer. 2010;127:568–77.CrossRefPubMedPubMedCentral Cheng YW, Idrees K, Shattock R, Khan SA, Zeng ZS, Brennan CW, Paty P, Barany F. Loss of imprinting and marked gene elevation are 2 forms of aberrant IGF2 expression in colorectal cancer. Int J Cancer. 2010;127:568–77.CrossRefPubMedPubMedCentral
21.
go back to reference Baba Y, Nosho K, Shima K, Huttenhower C, Tanaka N, Hazra A, Giovannucci EL, Fuchs CS, Ogino S. Hypomethylation of the IGF2 DMR in colorectal tumors, detected by bisulfite pyrosequencing, Is Associated With Poor Prognosis. Gastroenterology. 2010;139:1855–64.CrossRefPubMedPubMedCentral Baba Y, Nosho K, Shima K, Huttenhower C, Tanaka N, Hazra A, Giovannucci EL, Fuchs CS, Ogino S. Hypomethylation of the IGF2 DMR in colorectal tumors, detected by bisulfite pyrosequencing, Is Associated With Poor Prognosis. Gastroenterology. 2010;139:1855–64.CrossRefPubMedPubMedCentral
22.
go back to reference Church TR, Wandell M, Lofton-Day C, Mongin SJ, Burger M, Payne SR, Castaños-Vélez E, Blumenstein BA, Rösch T, Osborn N, et al. Prospective evaluation of methylated SEPT9 in plasma for detection of asymptomatic colorectal cancer. Gut. 2014;63:317–25.CrossRefPubMed Church TR, Wandell M, Lofton-Day C, Mongin SJ, Burger M, Payne SR, Castaños-Vélez E, Blumenstein BA, Rösch T, Osborn N, et al. Prospective evaluation of methylated SEPT9 in plasma for detection of asymptomatic colorectal cancer. Gut. 2014;63:317–25.CrossRefPubMed
23.
go back to reference Shen LL, Kondo Y, Rosner GL, Xiao LC, Hernandez NS, Vilaythong J, Houlihan PS, Krouse RS, Prasad AR, Einspahr JG, et al. MGMT promoter methylation and field defect in sporadic colorectal cancer. J Nat Cancer Inst. 2005;97:1330–8.CrossRefPubMed Shen LL, Kondo Y, Rosner GL, Xiao LC, Hernandez NS, Vilaythong J, Houlihan PS, Krouse RS, Prasad AR, Einspahr JG, et al. MGMT promoter methylation and field defect in sporadic colorectal cancer. J Nat Cancer Inst. 2005;97:1330–8.CrossRefPubMed
24.
go back to reference Pinheiro M, Ahlquist T, Danielsen SA, Lind GE, Veiga I, Pinto C, Costa V, Afonso L, Sousa O, Fragoso M, et al. Colorectal carcinomas with microsatellite instability display a different pattern of target gene mutations according to large bowel site of origin. BMC Cancer. 2010;10:587.CrossRefPubMedPubMedCentral Pinheiro M, Ahlquist T, Danielsen SA, Lind GE, Veiga I, Pinto C, Costa V, Afonso L, Sousa O, Fragoso M, et al. Colorectal carcinomas with microsatellite instability display a different pattern of target gene mutations according to large bowel site of origin. BMC Cancer. 2010;10:587.CrossRefPubMedPubMedCentral
25.
go back to reference Ramalho-Carvalho J, Pires M, Lisboa S, Graca I, Rocha P, Barros-Silva JD, Savva-Bordalo J, Mauricio J, Resende M, Teixeira MR, et al. Altered expression of MGMT in high-grade gliomas results from the combined effect of epigenetic and genetic aberrations. PLoS ONE. 2013;8:e58206.CrossRefPubMedPubMedCentral Ramalho-Carvalho J, Pires M, Lisboa S, Graca I, Rocha P, Barros-Silva JD, Savva-Bordalo J, Mauricio J, Resende M, Teixeira MR, et al. Altered expression of MGMT in high-grade gliomas results from the combined effect of epigenetic and genetic aberrations. PLoS ONE. 2013;8:e58206.CrossRefPubMedPubMedCentral
26.
go back to reference Toyota M, Ahuja N, Ohe-Toyota M, Herman JG, Baylin SB, Issa JP. CpG island methylator phenotype in colorectal cancer. Proc Natl Acad Sci USA. 1999;96:8681–6.CrossRefPubMedPubMedCentral Toyota M, Ahuja N, Ohe-Toyota M, Herman JG, Baylin SB, Issa JP. CpG island methylator phenotype in colorectal cancer. Proc Natl Acad Sci USA. 1999;96:8681–6.CrossRefPubMedPubMedCentral
28.
go back to reference Ned RM, Melillo S, Marrone M. Fecal DNA testing for colorectal cancer screening: the ColoSure test. PLoS currents. 2011;3:RRN1220.PubMedPubMedCentral Ned RM, Melillo S, Marrone M. Fecal DNA testing for colorectal cancer screening: the ColoSure test. PLoS currents. 2011;3:RRN1220.PubMedPubMedCentral
29.
go back to reference Gyparaki MT, Basdra EK, Papavassiliou AG. DNA methylation biomarkers as diagnostic and prognostic tools in colorectal cancer. J Mol Med Jmm. 2013;91:1249–56.CrossRef Gyparaki MT, Basdra EK, Papavassiliou AG. DNA methylation biomarkers as diagnostic and prognostic tools in colorectal cancer. J Mol Med Jmm. 2013;91:1249–56.CrossRef
30.
go back to reference Matthaios D, Balgkouranidou I, Karayiannakis A, Bolanaki H, Xenidis N, Amarantidis K, Chelis L, Romanidis K, Chatzaki A, Lianidou E, et al. Methylation status of the APC and RASSF1A promoter in cell-free circulating DNA and its prognostic role in patients with colorectal cancer. Oncol Lett. 2016;12:748–56.CrossRefPubMedPubMedCentral Matthaios D, Balgkouranidou I, Karayiannakis A, Bolanaki H, Xenidis N, Amarantidis K, Chelis L, Romanidis K, Chatzaki A, Lianidou E, et al. Methylation status of the APC and RASSF1A promoter in cell-free circulating DNA and its prognostic role in patients with colorectal cancer. Oncol Lett. 2016;12:748–56.CrossRefPubMedPubMedCentral
31.
go back to reference Song L, Li Y. SEPT9: a specific circulating biomarker for colorectal cancer. Adv Clin Chem. 2015;72:171–204.CrossRefPubMed Song L, Li Y. SEPT9: a specific circulating biomarker for colorectal cancer. Adv Clin Chem. 2015;72:171–204.CrossRefPubMed
32.
go back to reference Hofstetter B, Niemierko A, Forrer C, Benhattar J, Albertini V, Pruschy M, Bosman FT, Catapano CV, Ciernik IF. Impact of genomic methylation on radiation sensitivity of colorectal carcinoma. Int J Radiat Oncol Biol Phys. 2010;76:1512–9.CrossRefPubMed Hofstetter B, Niemierko A, Forrer C, Benhattar J, Albertini V, Pruschy M, Bosman FT, Catapano CV, Ciernik IF. Impact of genomic methylation on radiation sensitivity of colorectal carcinoma. Int J Radiat Oncol Biol Phys. 2010;76:1512–9.CrossRefPubMed
33.
34.
35.
go back to reference Wu D, Zhou G, Jin P, Zhu J, Li S, Wu Q, Wang G, Sheng J, Wang J, Song L, et al. Detection of colorectal cancer using a simplified SEPT9 gene methylation assay is a reliable method for opportunistic screening. J Mol Diagn. 2016;18:535–45.CrossRefPubMed Wu D, Zhou G, Jin P, Zhu J, Li S, Wu Q, Wang G, Sheng J, Wang J, Song L, et al. Detection of colorectal cancer using a simplified SEPT9 gene methylation assay is a reliable method for opportunistic screening. J Mol Diagn. 2016;18:535–45.CrossRefPubMed
36.
go back to reference Huang ZH, Li LH, Yang F, Wang JF. Detection of aberrant methylation in fecal DNA as a molecular screening tool for colorectal cancer and precancerous lesions. World J Gastroenterol. 2007;13:950–4.CrossRefPubMedPubMedCentral Huang ZH, Li LH, Yang F, Wang JF. Detection of aberrant methylation in fecal DNA as a molecular screening tool for colorectal cancer and precancerous lesions. World J Gastroenterol. 2007;13:950–4.CrossRefPubMedPubMedCentral
37.
go back to reference Jeronimo C, Henrique R. Epigenetic biomarkers in urological tumors: a systematic review. Cancer Lett. 2014;342:264–74.CrossRefPubMed Jeronimo C, Henrique R. Epigenetic biomarkers in urological tumors: a systematic review. Cancer Lett. 2014;342:264–74.CrossRefPubMed
38.
go back to reference Costa-Pinheiro P, Montezuma D, Henrique R, Jeronimo C. Diagnostic and prognostic epigenetic biomarkers in cancer. Epigenomics. 2015;7:1003–15.CrossRefPubMed Costa-Pinheiro P, Montezuma D, Henrique R, Jeronimo C. Diagnostic and prognostic epigenetic biomarkers in cancer. Epigenomics. 2015;7:1003–15.CrossRefPubMed
39.
go back to reference Lofton-Day C, Model F, DeVos T, Tetzner R, Distler J, Schuster M, Song XL, Lesche R, Liebenberg V, Ebert M, et al. DNA methylation biomarkers for blood-based colorectal cancer screening. Clin Chem. 2008;54:414–23.CrossRefPubMed Lofton-Day C, Model F, DeVos T, Tetzner R, Distler J, Schuster M, Song XL, Lesche R, Liebenberg V, Ebert M, et al. DNA methylation biomarkers for blood-based colorectal cancer screening. Clin Chem. 2008;54:414–23.CrossRefPubMed
40.
go back to reference Nagasaka T, Tanaka N, Cullings HM, Sun DS, Sasamoto H, Uchida T, Koi M, Nishida N, Naomoto Y, Boland CR, et al. Analysis of fecal DNA methylation to detect gastrointestinal neoplasia. J Nat Cancer Inst. 2009;101:1244–58.CrossRefPubMedPubMedCentral Nagasaka T, Tanaka N, Cullings HM, Sun DS, Sasamoto H, Uchida T, Koi M, Nishida N, Naomoto Y, Boland CR, et al. Analysis of fecal DNA methylation to detect gastrointestinal neoplasia. J Nat Cancer Inst. 2009;101:1244–58.CrossRefPubMedPubMedCentral
41.
go back to reference Ahlquist DA, Zou HZ, Domanico M, Mahoney DW, Yab TC, Taylor WR, Butz ML, Thibodeau SN, Rabeneck L, Paszat LF, et al. Next-generation stool DNA test accurately detects colorectal cancer and large adenomas. Gastroenterology. 2012;142:248–56.CrossRefPubMed Ahlquist DA, Zou HZ, Domanico M, Mahoney DW, Yab TC, Taylor WR, Butz ML, Thibodeau SN, Rabeneck L, Paszat LF, et al. Next-generation stool DNA test accurately detects colorectal cancer and large adenomas. Gastroenterology. 2012;142:248–56.CrossRefPubMed
42.
go back to reference Wallner M, Herbst A, Behrens A, Crispin A, Stieber P, Goke B, Lamerz R, Kolligs FT. Methylation of serum DNA is an independent prognostic marker in colorectal cancer. Clin Cancer Res. 2006;12:7347–52.CrossRefPubMed Wallner M, Herbst A, Behrens A, Crispin A, Stieber P, Goke B, Lamerz R, Kolligs FT. Methylation of serum DNA is an independent prognostic marker in colorectal cancer. Clin Cancer Res. 2006;12:7347–52.CrossRefPubMed
43.
go back to reference Hibi K, Mizukami H, Shirahata A, Goto T, Sakata M, Sanada Y. Aberrant methylation of the Netrin-1 receptor genes UNC5C and DCC detected in advanced colorectal cancer. World J Surg. 2009;33:1053–7.CrossRefPubMed Hibi K, Mizukami H, Shirahata A, Goto T, Sakata M, Sanada Y. Aberrant methylation of the Netrin-1 receptor genes UNC5C and DCC detected in advanced colorectal cancer. World J Surg. 2009;33:1053–7.CrossRefPubMed
44.
go back to reference Perez-Carbonell L, Balaguer F, Toiyama Y, Egoavil C, Rojas E, Guarinos C, Andreu M, Llor X, Castells A, Jover R, et al. IGFBP3 methylation is a novel diagnostic and predictive biomarker in colorectal cancer. PLoS ONE. 2014;9:11.CrossRef Perez-Carbonell L, Balaguer F, Toiyama Y, Egoavil C, Rojas E, Guarinos C, Andreu M, Llor X, Castells A, Jover R, et al. IGFBP3 methylation is a novel diagnostic and predictive biomarker in colorectal cancer. PLoS ONE. 2014;9:11.CrossRef
45.
go back to reference Lind GE, Danielsen SA, Ahlquist T, Merok MA, Andresen K, Skotheim RI, Hektoen M, Rognum TO, Meling GI, Hoff G, et al. Identification of an epigenetic biomarker panel with high sensitivity and specificity for colorectal cancer and adenomas. Mol Cancer. 2011;10:15.CrossRef Lind GE, Danielsen SA, Ahlquist T, Merok MA, Andresen K, Skotheim RI, Hektoen M, Rognum TO, Meling GI, Hoff G, et al. Identification of an epigenetic biomarker panel with high sensitivity and specificity for colorectal cancer and adenomas. Mol Cancer. 2011;10:15.CrossRef
46.
go back to reference Li JY, Chen C, Bi XE, Zhou CC, Huang T, Ni C, Yang P, Chen S, Ye M, Duan SW. DNA methylation of CMTM3, SSTR2, and MDFI genes in colorectal cancer. Gene. 2017;630:1–7.CrossRefPubMed Li JY, Chen C, Bi XE, Zhou CC, Huang T, Ni C, Yang P, Chen S, Ye M, Duan SW. DNA methylation of CMTM3, SSTR2, and MDFI genes in colorectal cancer. Gene. 2017;630:1–7.CrossRefPubMed
47.
go back to reference Li Y, Lyu Z, Zhao L, Cheng H, Zhu D, Gao Y, Shang X, Shi H. Prognostic value of MGMT methylation in colorectal cancer: a meta-analysis and literature review. Tumour Biol. 2015;36:1595–601.CrossRefPubMed Li Y, Lyu Z, Zhao L, Cheng H, Zhu D, Gao Y, Shang X, Shi H. Prognostic value of MGMT methylation in colorectal cancer: a meta-analysis and literature review. Tumour Biol. 2015;36:1595–601.CrossRefPubMed
48.
go back to reference Juo YY, Johnston FM, Zhang DY, Juo HH, Wang H, Pappou EP, Yu T, Easwaran H, Baylin S, van Engeland M, Ahuja N. Prognostic value of CpG island methylator phenotype among colorectal cancer patients: a systematic review and meta-analysis. Ann Oncol. 2014;25:2314–27.CrossRefPubMedPubMedCentral Juo YY, Johnston FM, Zhang DY, Juo HH, Wang H, Pappou EP, Yu T, Easwaran H, Baylin S, van Engeland M, Ahuja N. Prognostic value of CpG island methylator phenotype among colorectal cancer patients: a systematic review and meta-analysis. Ann Oncol. 2014;25:2314–27.CrossRefPubMedPubMedCentral
Metadata
Title
A novel DNA methylation panel accurately detects colorectal cancer independently of molecular pathway
Authors
Micaela Freitas
Fábio Ferreira
Sónia Carvalho
Fernanda Silva
Paula Lopes
Luís Antunes
Sofia Salta
Francisca Diniz
Lúcio Lara Santos
José Flávio Videira
Rui Henrique
Carmen Jerónimo
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2018
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-018-1415-9

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