A distinct DNA methylation profile associated with microsatellite and chromosomal stable sporadic colorectal cancers
Andrew Silver
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorNeel Sengupta
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorDavid Propper
St Bartholomew's Hospital, Gloucester House, Little Britain, London, United Kingdom
Search for more papers by this authorPeter Wilson
St Bartholomew's Hospital, Gloucester House, Little Britain, London, United Kingdom
Search for more papers by this authorThorsten Hagemann
Centre for Cancer and Inflammation, Institute of Cancer and the CR-UK Clinical Centre, Charterhouse Square, London, United Kingdom
Search for more papers by this authorAsif Patel
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorAlexandra Parker
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorAnil Ghosh
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorRoger Feakins
Department of Histopathology, Royal London Hospital, London, United Kingdom
Search for more papers by this authorSina Dorudi
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorCorresponding Author
Nirosha Suraweera
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Tel: +44-207-882-2591, Fax: +44-207-882-2196
Centre for Digestive Diseases, Blizard Institute of Cell and Molecular Sciences, Barts and The London, Queen Mary's School of Medicine and Dentistry, 4 Newark St, Whitechapel E1 2AT, United KingdomSearch for more papers by this authorAndrew Silver
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorNeel Sengupta
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorDavid Propper
St Bartholomew's Hospital, Gloucester House, Little Britain, London, United Kingdom
Search for more papers by this authorPeter Wilson
St Bartholomew's Hospital, Gloucester House, Little Britain, London, United Kingdom
Search for more papers by this authorThorsten Hagemann
Centre for Cancer and Inflammation, Institute of Cancer and the CR-UK Clinical Centre, Charterhouse Square, London, United Kingdom
Search for more papers by this authorAsif Patel
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorAlexandra Parker
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorAnil Ghosh
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorRoger Feakins
Department of Histopathology, Royal London Hospital, London, United Kingdom
Search for more papers by this authorSina Dorudi
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Search for more papers by this authorCorresponding Author
Nirosha Suraweera
Centre for Digestive Diseases, Blizard Institute for Cell and Molecular Sciences, Barts and The London, Whitechapel, London, United Kingdom
Tel: +44-207-882-2591, Fax: +44-207-882-2196
Centre for Digestive Diseases, Blizard Institute of Cell and Molecular Sciences, Barts and The London, Queen Mary's School of Medicine and Dentistry, 4 Newark St, Whitechapel E1 2AT, United KingdomSearch for more papers by this authorAbstract
Aberrant DNA methylation, microsatellite instability (MSI) and chromosomal instability (CIN) are well-characterised molecular features of sporadic colorectal cancers (CRCs). In addition to CpG island methylator phenotype (CIMP) associated with MSI, an intermediate methylation subgroup is also a feature of non-MSI cancers. A large proportion of CRCs have no evidence of either MSI or CIN, here called Microsatellite and Chromosomal Stable (MACS), and require their methylation profile to be established. The clinical and molecular features of 170 sporadic CRC patients were investigated and stratified into MSI, CIN and MACS groups. MACS were most often found in the left colon and had a significantly lower BRAF mutation frequency (p < 0.001) compared with MSI. MACS had better survival [hazard ratio (HR) = 0.244, p = 0.017] compared with CIN, but were similar to MSI. The methylation status of 1,505 CpG loci from cancer-related genes was analysed in a subset of CRCs (n = 44 normal–tumour pairs) and compared with CIN, MSI and MACS status. Using two-way hierarchical clustering, three subgroups were identified, which associated with CIN, MSI and MACS status. Using significance analysis of microarray, 16 CpG loci demonstrating methylation changes associated with MACS were identified. A combination of six loci identified MACS with 81% sensitivity and 93% specificity. This result now requires independent validation. Hypomethylation of a CpG locus within the sonic hedgehog (SHH) promoter correlated with increased gene expression and was associated significantly with MACS cancers. In conclusion, we propose that MACS have distinct clinicopathological features and can be distinguished from other CRCs by a specific set of methylation loci.
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References
- 1 Stoler DL, Chen N, Basik M, Kahlenberg MS, Rodriguez-Bigas MA, Petrelli NJ, Anderson GR. The onset and extent of genomic instability in sporadic colorectal tumor progression. Proc Natl Acad Sci USA 1999; 96: 15121–6.
- 2 Vogelstein B, Fearon ER, Hamilton SR, Kern SE, Preisinger AC, Leppert M, Nakamura Y, White R, Smits AM, Bos JL. Genetic alterations during colorectal-tumor development. N Engl J Med 1988; 319: 525–2.
- 3 Goel A, Arnold CN, Niedzwiecki D, Chang DK, Ricciardiello L, Carethers JM, Dowell JM, Wasserman L, Compton C, Mayer RJ, Bertagnolli MM, Boland CR. Characterisation of sporadic colon cancer by patterns of genomic instability. Cancer Res 2003; 63: 1608–14.
- 4 Ionov Y, Peinado MA, Malkhosyan S, Shibata D, Perucho M. Ubiquitous somatic mutations in simple repeated sequences reveal a new mechanism for colonic carcinogenesis. Nature 1993; 363: 558–61.
- 5 Thibodeau SN, Bren G, Schaid D. Microsatellite instability in cancer of the proximal colon. Science 1993; 260: 816–9.
- 6 Lengauer C, Kinzler KW, Vogelstein B. Genetic instability in colorectal cancers. Nature 1997; 386: 623–7.
- 7 Rowan A, Halford S, Gaasenbeek M, Kemp Z, Sieber O, Volikos E, Douglas E, Fiegler H, Carter N, Talbot I, Silver A, Tomlinson I. Refining molecular analysis in the pathways of colorectal carcinogenesis. Clinical Gastroenterol Hepatol 2005; 3: 1115–23.
- 8 Kim H, Jen J, Vogelstein B, Hamilton SR. Clinical and pathological characteristics of sporadic colorectal carcinomas with DNA replication errors in microsatellite sequences. Am J Pathol 1994; 145: 148–56.
- 9 Sinicrope FA, Rego RL, Halling KC, Foster N, Sargent DJ, La Plant B, French AJ, Laurie JA, Goldberg RM, Thibodeau SN, Witzig TE. Prognostic impact of microsatellite instability and DNA ploidy in human colon carcinoma patients. Gastroenterology 2006; 131: 729–37.
- 10 Wang C, van Rijnsoever M, Grieu F, Bydder S, Elsaleh H, Joseph D, Harvey J, Iacopetta B. Prognostic significance of microsatellite instability and Kras mutation type in stage II colorectal cancer. Oncology 2003; 64: 259–65.
- 11 Hawkins NJ, Tomlinson I, Meagher A, Ward RL. Microsatellite stable diploid carcinomas: a biologically distinct and aggressive subset of sporadic colorectal cancer. Br J Cancer 2001; 84: 232–36.
- 12 Georgiades IB, Curtis LJ, Morris RM, Bird CC, Wyllie AH. Heterogeneity studies identify a subset of sporadic colorectal cancers without evidence for chromosomal and microsatellite instability. Oncogene 1999; 18: 7933–40.
- 13 Tang R, Changchien CR, Wu MC, Fan CW, Liu KW, Chen JS, Chien HT, Hsieh LL. Colorectal cancer without high microsatellite instability and chromosomal instability—an alternative genetic pathway to human colorectal cancer. Carcinogenesis 2004; 25: 841–6.
- 14 Cai G, Xu Y, Lu H, Shi Y, Lian P, Peng J, Du X, Zhou X, Guan Z, Shi D, Cai S. Clinicopathologic and molecular features of sporadic microsatellite and chromosomal-stable colorectal cancers. Int J Colorectal Dis 2008; 23: 365–73.
- 15 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.
- 16 van Rijnsoever M, Grieu F, Elsaleh H, Joseph D, Iacopetta B. Characterisation of colorectal cancers showing hypermethylation at multiple CpG islands. Gut 2002; 51: 797–802.
- 17 Ogino S, Cantor M, Kawasaki T, Brahmandam M, Kirkner GJ, Weisenberger DJ, Campan M, Laird PW, Loda M, Fuchs CS. CpG island methylator phenotype (CIMP) of colorectal cancer is best characterised by quantitative DNA methylation analysis and prospective cohort studies. Gut 2006; 55: 1000–6.
- 18 Weisenberger DJ, Siegmund KD, Campan M, Young J, Long TI, Faasse MA, Kang GH, Widschwendter M, Weener D, Buchanan D, Koh H, Simms L, et al. CpG island methylator phenotype underlines sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet 2006; 38: 787–93.
- 19 Ferracin M, Gafà R, Miotto E, Veronese A, Pultrone C, Sabbioni S, Lanza G, Negrini M. The methylator phenotype in microsatellite stable colorectal cancers is characterised by a distinct gene expression profile. J Pathol 2008; 214: 594–602.
- 20 Cheng YW, Pincas H, Bacolod MD, Schemmann G, Giardina SF, Huang J, Barral S, Idrees K, Khan SA, Zeng Z, Rosenberg S, Notterman DA, et al. CpG island methylator phenotype associates with low-degree chromosomal abnormalities in colorectal cancer. Clin Cancer Res 2008; 14: 6005–13.
- 21 Ang P, Loh M, Liem N, Lim PL, Grieu F, Vaithilingam A, Platell C, Yong WP, Iacopetta B, Soong R. Comprehensive profiling of DNA methylation in colorectal cancer reveals subgroups with distinctive clinicopathological and molecular features. BMC Cancer 2010; 10: 227–35.
- 22 Yagi K, Akagi K, Hayashi H, Nagae G, Tsuji S, Isagawa T, Midorikawa Y, Nishimura Y, Sakamoto H, Seto Y, Aburatani H, Kaneda A. Three DNA methylation epigenotypes in human colorectal cancer. Clin Cancer Res 2010; 16: 21–3.
- 23
Zhou XP,
Hoang JM,
Li YJ,
Seruca R,
Carneiro F,
Sobrinho-Simoes M,
Lothe RA,
Gleeson CM,
Russell SE,
Muzeau F,
Flejou JF,
Hoang-Xuan K, et al.
Determination of the replication error phenotype in human tumours without the requirement for matching normal DNA by analysis of mononucleotide repeat microsatellites,
Genes Chrom Cancer
1998;
21:
101–7.
10.1002/(SICI)1098-2264(199802)21:2<101::AID-GCC4>3.0.CO;2-4 CAS PubMed Web of Science® Google Scholar
- 24 Miyazaki M, Furuya T, Shiraki A, Sato T, Oga A, Sasaki K. The relationship of DNA ploidy to chromosomal instability in primary human colorectal cancers. Cancer Res 1999; 59: 5283–5.
- 25 Brink M, de Goeij AF, Weijenberg MP, Roemen GM, Lentjes MH, Pachen MM, Smits KM, de Bruïne AP, Goldbohm RA, van den Brandt PA. K-ras oncogene mutations in sporadic colorectal cancers in The Netherlands Cohort Study. Carcinogenesis 2003; 24: 703–10.
- 26 Ogino S, Kawasaki T, Kirkner GJ, Kraft P, Loda M, Fuchs CS. Evaluation of markers for CpG island methylation phenotype (CIMP) in colorectal cancer by a large population-based sample. J Mol Diag 2007; 9: 305–14.
- 27 Tusher V, Tibshirani R, Chu G. Significance analysis of microarrays applied to the ionising radiation response. Proc Natl Acad Sci USA 2001; 98: 5116–21.
- 28 Tibshirani R, Hastie T, Narasimhan B, Chu G. Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc Natl Acad Sci USA 2002; 99: 6567–72.
- 29 Caraux G, Pinloche S. PermutMatrix: a graphical environment to arrange gene expression profiles in optimal linear order. Bioinformatics 2005; 21: 1280–1.
- 30 Fu X, Deng H, Zhao L, Li J, Zhou Y, Zhang Y. Distinct expression patterns of hedgehog ligands between cultured ands primary colorectal cancers are associated with aberrant methylation of their promoters. Mol Cell Biochem 2010; 337: 185–92.
- 31 Kakar S, Deng G, Sahai V, Matsuzaki K, Tanaka H, Miura S, Kim YS. Clinicopathologic characteristics, CpG island methylator phenotype, and BRAF mutations in microsatellite-stable colorectal cancers without chromosomal instability. Arch Pathol Lab Med 2008; 132: 958–64.
- 32 Banerjea A, Hands RE, Powar MP, Bustin SA, Dorudi S. Microsatellite and chromosomal stable colorectal cancers demonstrate poor immunogenicity and early disease recurrence. Colorectal Dis 2009; 11: 601–8.
- 33 Ostwald C, Linnebacher M, Weirich V, Prall F. Chromosomally and microsatellite stable colorectal carcinomas without the CpG island methylator phenotype in a molecular classification. Int J Oncol 2009; 35: 321–7.
- 34 Derks S, Postma C, Carvalho B, van den Bosch SM, Moerkerk PT, Herman JG, Weijenberg MP, de Bruïne AP, Meijer GA, van Engeland M. Integrated analysis of chromosomal, microsatellite and epigenetic instability in colorectal cancer identifies specific associations between promoter methylation of pivotal tumour suppressor and DNA repair genes and specific chromosomal alterations. Carcinogenesis 2008; 29: 434–9.
- 35 Mahindroo N, Punchihewa C, Fujii N. Hedgehog-Gli signalling pathway inhibitors as anticancer agents. J Med Chem 2009; 52: 3829–45.