Different prognostic effect of CpG island methylation according to sex in colorectal cancer patients treated with adjuvant FOLFOX
© Lee et al. 2015
Received: 28 April 2015
Accepted: 1 July 2015
Published: 9 July 2015
Profound methylation of CpG islands constitutes a distinct molecular subtype of colorectal cancer (CRC). The frequencies of methylation in CRC vary according to clinico-pathological characteristics including sex. However, interaction between these characteristics and prognostic influence of methylation status has not been clearly defined. We have investigated the prognostic role of promoter methylation using eight CpG island methylator phenotype (CIMP) markers in 497 stage II or III CRC patients who underwent curative resection followed by adjuvant FOLFOX. Overall survival (OS) and disease-free survival (DFS) were compared between subgroups classified by methylation status, and interactions with clinico-pathological features were analyzed.
CIMP-high (≥5 methylated loci) and concurrent methylation in NEUROG1 and CDKN2A (p16) were found in 5.8 and 7.9 % of patients, respectively. Although CIMP-high status was not associated with survival, concurrent methylation in NEUROG1 and CDKN2A (p16) was associated with shorter OS and DFS. Moreover, the prognostic role of the concurrent methylation was different among sex. The negative prognostic impact was only observed in male but not in female (interaction p value = 0.026 for OS and 0.011 for DFS). In male, the 5-year OS was 61.6 % in concurrent methylation (+) and 91.7 % in concurrent methylation (−) (p < 0.001) whereas it was 95.0 and 92.8 % in female, respectively (p = 0.78).
Concurrent methylation in NEUROG1 and CDKN2A is associated with poor survival in CRC treated with adjuvant FOLFOX. Interaction analysis indicates that the prognostic role is different according to sex.
KeywordsColorectal cancer CpG islands methylator phenotype Sex FOLFOX
Colorectal cancer develops through various types of genetic and epigenetic alterations, and several critical genes and pathways underlying the carcinogenesis have been elucidated. Most notably, at least three distinct pathways have generally been accepted, the chromosomal instability (CIN), microsatellite instability (MSI), and CpG island methylator phenotype (CIMP) pathways. CIMP is characterized by a high frequency of methylation in numerous promoter CpG islands. CIMP-positive cancers have distinct features compared to CIN cancers that they are more frequently observed in proximal location, older and female patients, and have poor pathologic differentiation [1–3].
There have been controversies in the prognostic role of CIMP in colorectal cancer patients [3–8]. The inconsistency may be related to CIMP definition using different methylation markers and confounding role of other molecular alterations such as MSI or BRAF mutation. The prognostic implication of CIMP could also be different according to tumor locations [8, 9]. Moreover, methylation status of individual genes may be more important than the number of methylated markers in determining prognosis. We have recently reported that concurrent methylation in NEUROG1 and CDKN2A (p16) is associated with higher recurrence in colorectal cancer patients whereas CIMP classification based on the number of methylated markers was not . Importance of individual gene methylation such as CHFR, MGMT, and SHISA3 has also been shown in other studies [6, 10, 11].
Sex influences clinico-pathological characteristics of colorectal cancer. Male has a higher age-adjusted colorectal cancer incidence and death rate compared to female [12, 13]. The proportion of proximal cancer is higher in female whereas distal colon and rectal cancer is more frequent in male . CIMP also has sexual difference that the frequency is higher in female . The etiology for the sex difference remains uncertain while hormonal factor, dietary factor, and lifestyle factor have been suggested as the cause [15–17].
In the present study, we have analyzed the impact of methylation status on survival in 497 stage III or high-risk stage II colorectal cancer patients treated with adjuvant FOLFOX chemotherapy. We have further investigated whether the prognostic implication is different according to clinico-pathological characteristics including sex.
Microsatellite status (N = 495)
KRAS mutation (N = 383)
BRAF mutation (N = 423)
Summary of methylation status
Number of methylated loci
Number of patients (%)
Number of patients with methylation (%)
We previously reported that concurrent methylation in NEUROG1 and CDKN2A (p16) was associated with higher recurrence . Concurrent methylation in NEUROG1 and CDKN2A (p16) was found in 39 patients (7.9 %). Similar to CIMP(+), concurrent methylation had higher incidence in patients with proximal tumor location, mucinous adenocarcinoma histology, MSI-high, and BRAF mutation. Although statistically not significant, concurrent methylation had a tendency of higher incidence in patients with female sex (51.3 vs. 38.4 %, p = 0.115). In addition, N2 stage was higher in patients with concurrent methylation in NEUROG1 and CDKN2A (p16) (41.0 vs. 25.5 %, p = 0.036). Incidence of obesity was similar regardless of the concurrent methylation status (25.6 % in patients with concurrent methylation vs. 35.8 % in patients without concurrent methylation, p = 0.20).
Prognosis according to methylation status
We next evaluated the influence of concurrent methylation in NEUROG1 and CDKN2A (p16) on survival. Concurrent methylation in NEUROG1 and CDKN2A (p16) was associated with poor OS and DFS (Fig. 1c) (DFS, Fig. 1d). The 5-year OS was 78.9 % in patients with concurrent methylation in NEUROG1/CDKN2A (p16) and 92.1 % in patients without concurrent methylation in NEUROG1/CDKN2A (p < 0.001). Multivariate analysis using the Cox proportional hazard model revealed that concurrent methylation in NEUROG1 and CDK2NA (p16) was an independent negative prognostic factor for OS (adjusted hazard ratio (HR) for OS 2.89, 95 % confidence interval (CI) 1.45–5.76, p = 0.002) but not for DFS.
Interaction between methylation status and clinico-pathological factors
Multivariate analysis of overall survival and disease-free survival among male patients (N = 301)
Adjusted HR (95 % CI)
Adjusted HR (95 % CI)
Age (continuous variable)
In the present study, we have investigated the impact of promoter methylation on treatment outcome of colorectal cancer patients receiving adjuvant FOLFOX chemotherapy. As all patients in our cohort were Korean, our data shows relatively low incidence of MSI-high (MSI-H) and CIMP-high. Previous studies using standardized methodologies have repeatedly shown that the Western shows higher incidence of MSI-H and CIMP-high compared to the Eastern . We observed that CIMP-high is not associated with survival, but concurrent methylation in NEUROG1 and CDKN2A (p16) has deleterious effect in terms of OS and DFS. In addition, the prognostic role of concurrent methylation in NEUROG1 and CDKN2A was different among sex; it was a negative prognostic factor in men but not in women (interaction p value of 0.026 for OS and 0.011 for DFS).
Although the prognostic role of CIMP has been extensively investigated in colorectal cancer patients, previous studies have yielded inconsistent results. In the study by Min et al., CIMP-high was a positive prognostic factor in stage II or III colorectal cancer patients treated with fluoropyrimidine-based adjuvant chemotherapy . However, CIMP-high was a negative prognostic factor in stage III, proximal colon cancer patients . These inconsistent results may have attributed from the heterogeneous cohort of patients included in the study, different CIMP-high definitions among studies and confounding role of other molecular characteristics (MSI-high, KRAS mutation, and BRAF mutation). In addition, there are evidences that each methylation locus differs in their association with survival and clinico-pathological characteristics. Concurrent promoter methylation in NEUROG1 and CDKN2A (p16) was associated with poor DFS in stages II and III colorectal cancer patients, and CHFR promoter methylation indicated poor prognosis in stage II colorectal cancer patients [4, 6]. In contrast, considerable proportion of MSI-H in sporadic colorectal cancer results from the loss of MLH1 expression by methylation of its promoter, and it is known that MSI-H is associated with better prognosis [19, 20]. In our study, CIMP-high was not associated with survival but concurrent methylation in NEUROG1 and CDKN2A (p16) was associated with poor survival. NEUROG1 is a transcription factor involved in neuronal development and differentiation, and CDKN2A (p16) is a tumor suppressor that inhibits cyclin-dependent kinases CDK4 and CDK6 [21, 22]. Although the functional role of promoter methylation in NEUROG1 and CDKN2A (p16) is inconclusive, CDKN2A (p16) promoter methylation was associated with poor survival in stages II and III colorectal cancer patients who received adjuvant fluoropyrimidine-based chemotherapy . Classifying CIMP according to the number of methylated loci may be useful for grouping patients with similar clinico-pathological characteristics; however, each promoter methylation may have different prognostic roles, and thus, identifying each methylation locus may be useful in the practice.
There are sex differences in colorectal cancer incidence, death rate, and clinico-pathological characteristics . Female colorectal cancer patients tend to have CIMP-high and proximal tumor location compared to male patients. To our knowledge, no study has revealed the interaction between sex and prognostic impact of promoter methylation yet. In this study, we found that the prognostic role of concurrent methylation in NEUROG1 and CDKN2A (p16) was influenced by sex. It was associated with poor prognosis only in male patients. Previous studies have shown that a negative prognostic role of obesity has sex-related differences [15, 25]. However, we could not find association between methylation status and obesity. Because of the retrospective nature of this study, we could not examine other potential mechanism underlying the sex differences including hormonal factor, dietary factor, and lifestyle factor. Future prospective cohort study may provide answers to the differences.
Other limitation of this study is that only patients treated with adjuvant FOLFOX were included. Therefore, we cannot answer whether the poor prognosis of patients with concurrent methylation in NEUROG1 and CDKN2A (p16) is due to its innate biology or its resistance to adjuvant chemotherapy regimen. However, the major strength of the study is that the study cohort was homogenous, that all patients underwent surgery at a high-volume center and received the same adjuvant FOLFOX chemotherapy, which is the current standard care in patients with stage III colorectal cancer . Our findings need further validation in an independent cohort of patients.
While CIMP is well known for its role in colon cancer tumorigenesis, the prognostic role of CIMP has not been well defined. In this study, CIMP-high did not have a prognostic role; however, concurrent methylation in NEUROG1 and CDKN2A (p16) was independently associated with poor survival in colorectal cancer patients treated with adjuvant FOLFOX. In addition, the prognostic role of concurrent methylation in NEUROG1 and CDKN2A (p16) was influenced by sex. A negative prognostic role of promoter methylation was shown in men but not in women. Elucidating the underlying mechanism that results in sex difference is warranted in the future.
Patients and adjuvant chemotherapy
This study included 497 pathologically proven stage III or high-risk stage II colorectal cancer patients who received curative surgery followed by adjuvant FOLFOX chemotherapy at Seoul National University Hospital (SNUH; Seoul, Korea) between April 2005 and December 2011. Main inclusion criteria for the retrospective patient selection were age over 18, adenocarcinoma histology, stage III or high-risk stage II, complete resection of the tumor with negative margin, completion of at least 6 cycles of adjuvant FOLFOX chemotherapy. High-risk stage II was defined if the patient had any of the following: T4 lesion, obstruction or perforation, lymphovascular invasion, perineural invasion, or poorly differentiated histology . Patients with upper rectal cancer were included if the patient did not receive pre- or post-operative radiation. Patients were excluded if they met the following criteria: previous chemotherapy for colorectal cancer (CRC), previous radiotherapy for CRC, signet ring cell histology, distant metastasis, and history of other malignancy within 5 years. None of the patients received anti-EGFR or anti-VEGF treatment adjunct to FOLFOX. Patient received FOLFOX chemotherapy as either FOLFOX-4 (288 patients) or modified FOLFOX-6 (209 patients) regimen . Adjuvant chemotherapy was planned for a total of 12 cycles.
Patients were assessed every 2 weeks during chemotherapy treatment and then at least every 6 months for 5 years. The post chemotherapy period assessment included a medical history taking, physical examination, measurement of the carcinoembryonic antigen level, chest computed tomography, and abdominal computed tomography. The diagnosis of recurrence was made on the basis of imaging and, if necessary, biopsy.
Eligible patients were identified from electronic database, and chart review was performed using the electronic medical record system of SNUH. The study protocol was reviewed and approved by the institutional review board of SNUH.
Molecular pathologic analysis
Analysis of DNA methylation and microsatellites was performed as previously described [4, 29]. All patients (N = 322) included in the previous report were included in the present study . DNA methylation analysis was re-performed for these patients concurrently with the new patients (N = 175). In brief, tumor tissue slides were reviewed and areas of high tumor cell density (~1 cm2) were marked and dissected with a knife blade. Non-neoplastic colon mucosa tissues were also dissected. The dissected tumor tissues were collected into a microtube containing tissue lysis buffer and proteinase K. Manual microdissection was performed to enrich tumor cell DNA proportion in the sample DNA, because the results of quantitative MethyLight analysis may be influenced by high proportions of contaminating normal cells. After sodium bisulfite conversion of DNA using the EZ DNA methylation kit (Zymo Research, Orange, CA, USA), the methylation status was quantified using MethyLight assay in the following eight CIMP markers: CACNA1G, CDKN2A (p16), CRABP1, IGF2, MLH1, NEUROG1, RUNX3, and SOCS1. The primer sequences and polymerase chain reaction (PCR) conditions have been described previously [29, 30]. M.SssI-treated genomic DNA was used as a reference sample. Percentage of methylated reference (PMR) at a particular locus was calculated by dividing the GENE/ALU ratio of a patient sample by the GENE/ALU ratio of the M.SssI-treated human genomic DNA sample and multiplying by 100. MethyLight assay was repeated in triplicate, and of the three measured values, the median was regarded as a representative value of methylation level of each marker. A CpG island locus with PMR >4 was considered to be methylated [4, 29, 31]. CIMP status was defined according to the number of methylated markers: CIMP-high (methylation at ≥5 markers), CIMP-low (1–4 markers), or CIMP-negative (0 marker) [4, 29, 31].
The microsatellite status of each tumor was determined by evaluating the five microsatellite markers (D2S123, D5S346, D17S250, BAT25, and BAT26). Either forward or reverse primer for each marker was labeled with fluorescence, and PCR products were electrophoresed and analyzed. We classified MSI status as follows: MSI-high (MSI-H; instability at two or more microsatellite markers), MSI-low (MSI-L; instability at one marker), or microsatellite stable (MSS) (no instability). Only MSI-H was regarded as having MSI, and MSI-L was grouped with MSS [4, 32].
Analysis of KRAS and BRAF mutation was performed as previously described . DNA was extracted from paraffin-embedded tissue, and KRAS mutation (codon 12 and 13 of exon 2) was analyzed by using hemi-nested PCR method followed by direct sequencing. BRAF mutations at codon 600 (V600E) were analyzed by using a real-time PCR-based allelic discrimination method .
The primary objective of this study was to investigate the effect of promoter methylation status on the treatment outcome (OS and DFS) and their association with sex in colorectal cancer patients treated with adjuvant FOLFOX chemotherapy. The clinical database was last updated in October 2014. DFS was calculated from the date of operation to the first date of documented recurrence or death. Data from patients who were free of recurrence were censored at the date of the last follow-up visit for DFS. In the analysis of OS, death from any cause was the primary end point. Categorical variables were compared using the chi-square test. OS and DFS were calculated using the Kaplan-Meier method, and comparisons were made using the log-rank tests. HR was calculated using the Cox proportional hazard model, and baseline characteristics were adjusted by using backward stepwise model including covariates which have the prognostic role: age (continuous variable), sex, stage (II vs. III), histology (mucinous adenocarcinoma vs. others), tumor location (proximal vs. distal), angiolymphatic invasion, venous invasion, perineural invasion, and MSI status. Two-sided p values of less than 0.05 were considered statistically significant. Statistical analysis was performed with SPSS software for Windows, version 18.0 (SPSS, Chicago, IL, USA).
This research was supported by grants from the Korea Health Technology R&D Project (HI14C1277) through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare; the NRF grant funded by the Korea government (MSIP) (2011–0030049); and the Converging Research Center Program funded by the Ministry of Science, ICT and Future Planning (2014M3C1A8048802).
- Issa JP. CpG island methylator phenotype in cancer. Nat Rev Cancer. 2004;4(12):988–93.PubMedView ArticleGoogle Scholar
- Barault L, Charon-Barra C, Jooste V, de la Vega MF, Martin L, Roignot P, et al. Hypermethylator phenotype in sporadic colon cancer: study on a population-based series of 582 cases. Cancer Res. 2008;68(20):8541–6.PubMedView ArticleGoogle Scholar
- Ogino S, Nosho K, Kirkner GJ, Kawasaki T, Meyerhardt JA, Loda M, et al. CpG island methylator phenotype, microsatellite instability, BRAF mutation and clinical outcome in colon cancer. Gut. 2009;58(1):90–6.PubMed CentralPubMedView ArticleGoogle Scholar
- Han SW, Lee HJ, Bae JM, Cho NY, Lee KH, Kim TY, et al. Methylation and microsatellite status and recurrence following adjuvant FOLFOX in colorectal cancer. Int J Cancer. 2013;132(9):2209–16.PubMedView ArticleGoogle Scholar
- Shiovitz S, Bertagnolli MM, Renfro LA, Nam E, Foster NR, Dzieciatkowski S, et al. CpG island methylator phenotype is associated with response to adjuvant irinotecan-based therapy for stage III colon cancer. Gastroenterology. 2014;147(3):637–45.PubMedView ArticleGoogle Scholar
- Cleven AH, Derks S, Draht MX, Smits KM, Melotte V, Van Neste L, et al. CHFR promoter methylation indicates poor prognosis in stage II microsatellite stable colorectal cancer. Clin Cancer Res. 2014;20(12):3261–71.PubMedView ArticleGoogle Scholar
- Min BH, Bae JM, Lee EJ, Yu HS, Kim YH, Chang DK, et al. The CpG island methylator phenotype may confer a survival benefit in patients with stage II or III colorectal carcinomas receiving fluoropyrimidine-based adjuvant chemotherapy. BMC Cancer. 2011;11:344.PubMed CentralPubMedView ArticleGoogle Scholar
- Ahn JB, Chung WB, Maeda O, Shin SJ, Kim HS, Chung HC, et al. DNA methylation predicts recurrence from resected stage III proximal colon cancer. Cancer. 2011;117(9):1847–54.PubMed CentralPubMedView ArticleGoogle Scholar
- Bae JM, Kim JH, Cho NY, Kim TY, Kang GH. Prognostic implication of the CpG island methylator phenotype in colorectal cancers depends on tumour location. Br J Cancer. 2013;109(4):1004–12.PubMed CentralPubMedView ArticleGoogle Scholar
- Li Y, Lyu Z, Zhao L, Cheng H, Zhu D, Gao Y, et al. Prognostic value of MGMT methylation in colorectal cancer: a meta-analysis and literature review. Tumour Biol. 2015;36(3):1595–601.PubMedView ArticleGoogle Scholar
- Tsai MH, Chen WC, Yu SL, Chen CC, Jao TM, Huang CY, et al. DNA Hypermethylation of SHISA3 in colorectal cancer: an independent predictor of poor prognosis. Ann Surg Oncol. 2015. [Epub ahead on print].
- Ferlay J, Steliarova-Foucher E, Lortet-Tieulent J, Rosso S, Coebergh JW, Comber H, et al. Cancer incidence and mortality patterns in Europe: estimates for 40 countries in 2012. Eur J Cancer. 2013;49(6):1374–403.PubMedView ArticleGoogle Scholar
- Siegel R, Desantis C, Jemal A. Colorectal cancer statistics, 2014. CA Cancer J Clin. 2014;64(2):104–17.PubMedView ArticleGoogle Scholar
- Nelson RL, Dollear T, Freels S, Persky V. The relation of age, race, and gender to the subsite location of colorectal carcinoma. Cancer. 1997;80(2):193–7.PubMedView ArticleGoogle Scholar
- Sinicrope FA, Foster NR, Sargent DJ, O’Connell MJ, Rankin C. Obesity is an independent prognostic variable in colon cancer survivors. Clin Cancer Res. 2010;16(6):1884–93.PubMed CentralPubMedView ArticleGoogle Scholar
- Folkerd EJ, Dowsett M. Influence of sex hormones on cancer progression. J Clin Oncol. 2010;28(26):4038–44.PubMedView ArticleGoogle Scholar
- Nguyen SP, Bent S, Chen YH, Terdiman JP. Gender as a risk factor for advanced neoplasia and colorectal cancer: a systematic review and meta-analysis. Clin Gastroenterol Hepatol. 2009;7(6):676–81. e1-3.PubMedView ArticleGoogle Scholar
- Kim JH, Kang GH. Molecular and prognostic heterogeneity of microsatellite-unstable colorectal cancer. World J Gastroenterol. 2014;20(15):4230–43.PubMed CentralPubMedView ArticleGoogle Scholar
- Boland CR, Goel A. Microsatellite instability in colorectal cancer. Gastroenterology. 2010;138(6):2073–87. 6.PubMed CentralPubMedView ArticleGoogle Scholar
- Guastadisegni C, Colafranceschi M, Ottini L, Dogliotti E. Microsatellite instability as a marker of prognosis and response to therapy: a meta-analysis of colorectal cancer survival data. Eur J Cancer. 2010;46(15):2788–98.PubMedView ArticleGoogle Scholar
- Sun Y, Nadal-Vicens M, Misono S, Lin MZ, Zubiaga A, Hua X, et al. Neurogenin promotes neurogenesis and inhibits glial differentiation by independent mechanisms. Cell. 2001;104(3):365–76.PubMedView ArticleGoogle Scholar
- Gil J, Peters G. Regulation of the INK4b-ARF-INK4a tumour suppressor locus: all for one or one for all. Nat Rev Mol Cell Biol. 2006;7(9):667–77.PubMedView ArticleGoogle Scholar
- Kim JC, Choi JS, Roh SA, Cho DH, Kim TW, Kim YS. Promoter methylation of specific genes is associated with the phenotype and progression of colorectal adenocarcinomas. Ann Surg Oncol. 2010;17(7):1767–76.PubMedView ArticleGoogle Scholar
- Koo JH, Leong RW. Sex differences in epidemiological, clinical and pathological characteristics of colorectal cancer. J Gastroenterol Hepatol. 2010;25(1):33–42.PubMedView ArticleGoogle Scholar
- Meyerhardt JA, Catalano PJ, Haller DG, Mayer RJ, Benson 3rd AB, Macdonald JS, et al. Influence of body mass index on outcomes and treatment-related toxicity in patients with colon carcinoma. Cancer. 2003;98(3):484–95.PubMedView ArticleGoogle Scholar
- Andre T, Boni C, Navarro M, Tabernero J, Hickish T, Topham C, et al. Improved overall survival with oxaliplatin, fluorouracil, and leucovorin as adjuvant treatment in stage II or III colon cancer in the MOSAIC trial. J Clin Oncol. 2009;27(19):3109–16.PubMedView ArticleGoogle Scholar
- Schmoll HJ, Van Cutsem E, Stein A, Valentini V, Glimelius B, Haustermans K, et al. ESMO Consensus Guidelines for management of patients with colon and rectal cancer. a personalized approach to clinical decision making. Ann Oncol. 2012;23(10):2479–516.PubMedView ArticleGoogle Scholar
- Lee DW, Han SW, Lee HJ, Rhee YY, Bae JM, Cho NY, et al. Prognostic implication of mucinous histology in colorectal cancer patients treated with adjuvant FOLFOX chemotherapy. Br J Cancer. 2013;108(10):1978–84.PubMed CentralPubMedView ArticleGoogle Scholar
- Kim JH, Shin SH, Kwon HJ, Cho NY, Kang GH. Prognostic implications of CpG island hypermethylator phenotype in colorectal cancers. Virchows Arch. 2009;455(6):485–94.PubMedView ArticleGoogle Scholar
- Weisenberger DJ, Siegmund KD, Campan M, Young J, Long TI, Faasse MA, et al. CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet. 2006;38(7):787–93.PubMedView ArticleGoogle Scholar
- Ogino S, Kawasaki T, Brahmandam M, Cantor M, Kirkner GJ, Spiegelman D, et al. Precision and performance characteristics of bisulfite conversion and real-time PCR (MethyLight) for quantitative DNA methylation analysis. J Mol Diagn. 2006;8(2):209–17.PubMed CentralPubMedView ArticleGoogle Scholar
- Lee DW, Kim KJ, Han SW, Lee HJ, Rhee YY, Bae JM, et al. KRAS mutation is associated with worse prognosis in stage III or high-risk stage II colon cancer patients treated with adjuvant FOLFOX. Ann Surg Oncol. 2015;22(1):187–94.PubMedView ArticleGoogle Scholar
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