Identification of a DNA methylation signature to predict disease-free survival in locally advanced rectal cancer

In locally advanced rectal cancer a preoperative predictive biomarker is necessary to adjust treatment specifically for those patients expected to suffer relapse. We applied whole genome methylation CpG island array analyses to an initial set of patients (n=11) to identify differentially methylated regions (DMRs) that separate a good from a bad prognosis group. Using a quantitative high-resolution approach, candidate DMRs were first validated in a set of 61 patients (test set) and then confirmed DMRs were further validated in additional independent patient cohorts (n=71, n=42). We identified twenty highly discriminative DMRs and validated them in the test set using the MassARRAY technique. Ten DMRs could be confirmed which allowed separation into prognosis groups (p=0.0207, HR=4.09). The classifier was validated in two additional cohorts (n=71, p=0.0345, HR=3.57 and n=42, p=0.0113, HR=3.78). Interestingly, six of the ten DMRs represented regions close to the transcriptional start sites of genes which are also marked by the Polycomb Repressor Complex component EZH2. In conclusion we present a classifier comprising 10 DMRs which predicts patient prognosis with a high degree of accuracy. These data may now help to discriminate between patients that may respond better to standard treatments from those that may require alternative modalities.

[1]  P. Robson,et al.  Integrative epigenome analysis identifies a Polycomb-targeted differentiation program as a tumor-suppressor event epigenetically inactivated in colorectal cancer , 2014, Cell Death and Disease.

[2]  S. Clarke,et al.  KRAS mutations and CDKN2A promoter methylation show an interactive adverse effect on survival and predict recurrence of rectal cancer , 2014, International journal of cancer.

[3]  D. Amadori,et al.  Gene methylation in rectal cancer: Predictive marker of response to chemoradiotherapy? , 2013, Journal of cellular physiology.

[4]  H. Putter,et al.  Epigenetic status of LINE-1 predicts clinical outcome in early-stage rectal cancer , 2013, British Journal of Cancer.

[5]  N. Cho,et al.  Prognostic implication of the CpG island methylator phenotype in colorectal cancers depends on tumour location , 2013, British Journal of Cancer.

[6]  Peter W. Laird,et al.  Interplay between the Cancer Genome and Epigenome , 2013, Cell.

[7]  C. Plass,et al.  Enrichment of methylated DNA by methyl-CpG immunoprecipitation. , 2013, Methods in molecular biology.

[8]  E. Letouzé,et al.  Towards a "Lyon molecular signature" to individualize the treatment of rectal cancer. Prognostic analysis of a prospective cohort of 94 rectal cancers T1-2-3 Nx MO to be the basis of a molecular signature. , 2012, Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique.

[9]  Steven Hawken,et al.  Systematic meta-analyses and field synopsis of genetic association studies in colorectal cancer. , 2012, Journal of the National Cancer Institute.

[10]  K. Vistisen,et al.  Induction chemotherapy with capecitabine and oxaliplatin followed by chemoradiotherapy before total mesorectal excision in patients with locally advanced rectal cancer. , 2012, Annals of oncology : official journal of the European Society for Medical Oncology.

[11]  Data production leads,et al.  An integrated encyclopedia of DNA elements in the human genome , 2012 .

[12]  Michael Rehli,et al.  Genome‐wide methylation screen in low‐grade breast cancer identifies novel epigenetically altered genes as potential biomarkers for tumor diagnosis , 2012, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[13]  ENCODEConsortium,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[14]  Torsten Hothorn,et al.  Preoperative chemoradiotherapy and postoperative chemotherapy with fluorouracil and oxaliplatin versus fluorouracil alone in locally advanced rectal cancer: initial results of the German CAO/ARO/AIO-04 randomised phase 3 trial. , 2012, The Lancet. Oncology.

[15]  C. Plass,et al.  A systematic comparison of quantitative high-resolution DNA methylation analysis and methylation-specific PCR , 2012, Epigenetics.

[16]  Peter A. Jones Functions of DNA methylation: islands, start sites, gene bodies and beyond , 2012, Nature Reviews Genetics.

[17]  D. Tait,et al.  Multicenter randomized phase II clinical trial comparing neoadjuvant oxaliplatin, capecitabine, and preoperative radiotherapy with or without cetuximab followed by total mesorectal excision in patients with high-risk rectal cancer (EXPERT-C). , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[18]  Sunil Krishnan,et al.  Neoadjuvant treatment response as an early response indicator for patients with rectal cancer. , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[19]  T. Beißbarth,et al.  CpG island methylator phenotype infers a poor disease-free survival in locally advanced rectal cancer. , 2012, Surgery.

[20]  J. Gaedcke,et al.  The molecular basis of chemoradiosensitivity in rectal cancer:implications for personalized therapies , 2012, Langenbeck's Archives of Surgery.

[21]  P. A. van den Brandt,et al.  The CpG island methylator phenotype in colorectal cancer: progress and problems. , 2012, Biochimica et biophysica acta.

[22]  T. Beißbarth,et al.  Preoperative versus postoperative chemoradiotherapy for locally advanced rectal cancer: results of the German CAO/ARO/AIO-94 randomized phase III trial after a median follow-up of 11 years. , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[23]  W. Hohenberger,et al.  Preoperative versus postoperative chemoradiotherapy for locally advanced rectal cancer: results of the German CAO/ARO/AIO-94 randomized phase III trial after a median follow-up of 11 years. , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[24]  Joseph Beyene,et al.  Diagnostic Accuracy of MRI for Assessment of T Category, Lymph Node Metastases, and Circumferential Resection Margin Involvement in Patients with Rectal Cancer: A Systematic Review and Meta-analysis , 2012, Annals of Surgical Oncology.

[25]  K. D. Sørensen,et al.  Identification and validation of highly frequent CpG island hypermethylation in colorectal adenomas and carcinomas , 2011, International journal of cancer.

[26]  T. Joh,et al.  ERas enhances resistance to CPT-11 in gastric cancer. , 2011, Anticancer research.

[27]  C. Plass,et al.  DNA methylation changes in cells regrowing after fractioned ionizing radiation. , 2011, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[28]  P. Chapuis,et al.  Magnetic resonance imaging cannot predict histological tumour involvement of a circumferential surgical margin in rectal cancer , 2011, Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland.

[29]  J. Issa,et al.  Dissecting DNA hypermethylation in cancer , 2011, FEBS letters.

[30]  Yi Zhang,et al.  The diverse functions of Dot1 and H3K79 methylation. , 2011, Genes & development.

[31]  L. Påhlman,et al.  Mesorectal fascia instead of circumferential resection margin in preoperative staging of rectal cancer. , 2011, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[32]  A. Bird,et al.  CpG islands and the regulation of transcription. , 2011, Genes & development.

[33]  Kemp H. Kernstine,et al.  DNA methylation biomarkers for lung cancer , 2011, Tumor Biology.

[34]  Antonio Reverter,et al.  A Boolean-based systems biology approach to predict novel genes associated with cancer: Application to colorectal cancer , 2011, BMC Systems Biology.

[35]  Yoshihisa Watanabe,et al.  Methylation of DNA in cancer. , 2010, Advances in clinical chemistry.

[36]  T. Mahmoudi,et al.  The Leukemia-Associated Mllt10/Af10-Dot1l Are Tcf4/β-Catenin Coactivators Essential for Intestinal Homeostasis , 2010, PLoS biology.

[37]  Jean-Baptiste Cazier,et al.  Meta-analysis of three genome-wide association studies identifies susceptibility loci for colorectal cancer at 1q41, 3q26.2, 12q13.13 and 20q13.33 , 2010, Nature Genetics.

[38]  E. Kubota,et al.  Resistance to chemotherapeutic agents and promotion of transforming activity mediated by embryonic stem cell-expressed Ras (ERas) signal in neuroblastoma cells. , 2010, International journal of oncology.

[39]  H. Nagawa,et al.  Prognostic significance of response to preoperative radiotherapy, lymph node metastasis, and CEA level in patients undergoing total mesorectal excision of rectal cancer , 2010, International Journal of Colorectal Disease.

[40]  H. Putter,et al.  Identification of a Quantitative MINT Locus Methylation Profile Predicting Local Regional Recurrence of Rectal Cancer , 2010, Clinical Cancer Research.

[41]  T. Rauch,et al.  CpG island hypermethylation in human astrocytomas. , 2010, Cancer research.

[42]  B. Mao,et al.  RNF220, an E3 ubiquitin ligase that targets Sin3B for ubiquitination. , 2010, Biochemical and biophysical research communications.

[43]  D. Tait,et al.  Neoadjuvant capecitabine and oxaliplatin before chemoradiotherapy and total mesorectal excision in MRI-defined poor-risk rectal cancer: a phase 2 trial. , 2010, The Lancet. Oncology.

[44]  J. Skibber,et al.  Lymph node status after neoadjuvant radiotherapy for rectal cancer is a biologic predictor of outcome , 2009, Cancer.

[45]  Christopher Willett,et al.  NCCN Clinical Practice Guidelines in Oncology: rectal cancer. , 2009, Journal of the National Comprehensive Cancer Network : JNCCN.

[46]  T. Sawada,et al.  ERas oncogene expression and epigenetic regulation by histone acetylation in human cancer cells. , 2007, Anticancer research.

[47]  Gordon K. Smyth,et al.  A comparison of background correction methods for two-colour microarrays , 2007, Bioinform..

[48]  Bernard Leduc,et al.  Preoperative radiotherapy with or without concurrent fluorouracil and leucovorin in T3-4 rectal cancers: results of FFCD 9203. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[49]  Rainer Fietkau,et al.  Prognostic significance of tumor regression after preoperative chemoradiotherapy for rectal cancer. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[50]  John K Field,et al.  Quantitative high-throughput analysis of DNA methylation patterns by base-specific cleavage and mass spectrometry. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[51]  E. Venkatraman,et al.  The relationship of pathologic tumor regression grade (TRG) and outcomes after preoperative therapy in rectal cancer. , 2005, International journal of radiation oncology, biology, physics.

[52]  Rainer Fietkau,et al.  Preoperative versus postoperative chemoradiotherapy for rectal cancer. , 2004, The New England journal of medicine.

[53]  P. Adeleine,et al.  Improved sphincter preservation in low rectal cancer with high-dose preoperative radiotherapy: the lyon R96-02 randomized trial. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[54]  I. Nishimoto,et al.  ik3-2, a relative to ik3-1/Cables, is involved in both p53-mediated and p53-independent apoptotic pathways. , 2003, Biochemical and biophysical research communications.

[55]  S. Larson,et al.  Long-Term Prognostic Significance of Extent of Rectal Cancer Response to Preoperative Radiation and Chemotherapy , 2002, Annals of surgery.

[56]  M. Oh,et al.  Issues in cDNA microarray analysis: quality filtering, channel normalization, models of variations and assessment of gene effects. , 2001, Nucleic acids research.

[57]  J. Herman,et al.  CpG island methylator phenotype in colorectal cancer. , 1999, Proceedings of the National Academy of Sciences of the United States of America.