DNA hypermethylation appears early and shows increased frequency with dysplasia in Lynch syndrome-associated colorectal adenomas and carcinomas
© Valo et al. 2015
Received: 9 April 2015
Accepted: 29 June 2015
Published: 22 July 2015
Lynch syndrome (LS) is associated with germline mutations in DNA mismatch repair (MMR) genes. The first “hit” to inactivate one allele of the predisposing MMR gene is present in every cell, contributing to accelerated tumorigenesis. Less information is available of the nature, timing, and order of other molecular “hits” required for tumor development. To this end, MMR protein expression and coordinated promoter methylation were examined in colorectal specimens prospectively collected from LS mutation carriers (n = 55) during colonoscopy surveillance (10/2011–5/2013), supplemented with retrospective specimens.
Loss of MMR protein corresponding to the gene mutated in the germline increased with dysplasia, with frequency of 0 % in normal mucosa, 50–68 % in low-grade dysplasia adenomas, and 100 % in high-grade dysplasia adenomas and carcinomas. Promoter methylation as a putative “second hit” occurred in 1/56 (2 %) of tumors with silenced MMR protein. A general hypermethylation tendency was evaluated by two gene sets, eight CpG island methylator phenotype (CIMP) genes, and seven candidate tumor suppressor genes linked to colorectal carcinoma (CRC). Hypermethylation followed the same trend as MMR protein loss and was present in some low-grade dysplasia adenomas that still expressed MMR protein suggesting the absence of a “second hit.” To assess prospectively collected normal mucosa for carcinogenic “fields,” the specimen donors were stratified according to age at biopsy (50 years or below vs. above 50 years) and further according to the absence vs. presence of a (previous or concurrent) diagnosis of CRC. In mutation carriers over 50 years old, two markers from the candidate gene panel (SFRP1 and SLC5A8) revealed a significantly elevated average degree of methylation in individuals with CRC diagnosis vs. those without.
Our findings emphasize the importance and early appearance of epigenetic alterations in LS-associated tumorigenesis. The results serve early detection and assessment of progression of CRC.
KeywordsLynch syndrome Colorectal cancer Adenoma-carcinoma sequence DNA methylation CpG island methylator phenotype MS-MLPA
Colorectal cancer (CRC) develops via multiple steps involving genetic and epigenetic changes. The majority of CRCs are sporadic. In Lynch syndrome (LS), inherited defects of the DNA mismatch repair (MMR) genes MLH1, MSH2, MSH6, and PMS2 confer high lifetime risks of CRC and extracolonic cancers . Cancers arising in LS mutation carriers as well as some 12 % of sporadic CRCs exhibit microsatellite instability (MSI) . Promoter methylation of MLH1 was recognized as a primary cause for sporadic MSI CRC [3, 4]. In LS, germline mutation combined with somatic mutations or loss of heterozygosity underlies biallelic inactivation of MMR genes. MMR defects together with other genetic and epigenetic changes accelerate neoplastic transformation of the normal colonic epithelium .
Aberrant CpG island methylation affecting multiple tumor suppressor genes is frequent in sporadic CRC and colonic adenomas [6, 7], giving rise to a CpG island methylator phenotype (CIMP). CIMP tumors form a subtype with distinct histology compared to tumors derived from the traditional adenoma carcinoma sequence . The molecular basis of CIMP and its clinical implications are only beginning to be explored [5, 9]. In hereditary CRC, the importance of CIMP is largely unknown.
This investigation was undertaken to clarify the role of CIMP and its time of appearance in colorectal adenoma-carcinoma progression sequence in LS. LS mutation carriers are enrolled in lifelong colonoscopy surveillance with 2–3-year intervals , and we took advantage of the regular surveillance to obtain consecutive specimens. Furthermore, a previous mouse study implicated a number of candidate genes in association with MLH1 mutation and diet , prompting us to evaluate the respective genes as methylation targets in human LS.
Characteristics of sample series
No. of individuals or specimens
No. of individuals or specimens
• Individuals with mutation in
39 (71 %)
33 (77 %)
13 (24 %)
7 (16 %)
3 (5 %)
3 (7 %)
• Colorectal specimens
Normal colonic mucosa
Low dysplasia adenoma
High dysplasia adenoma
Familial adenomatous polyposis
• Individuals with mutation in
22 (100 %)
• Colorectal specimens
Normal colonic mucosa
Adenoma (all dysplasia grades)
MMR status and analysis of MMR gene promoter methylation as the “second hit”
Proportion of decreased MMR protein expression in Lynch syndrome adenomas and carcinomas
Proportion (%) with decreased MMR protein corresponding to the gene mutated in germline
p value vs. normal colon
p value vs. low dysplasia
p value vs. normal colon
p value vs. low dysplasia
p value vs. normal colon
p value vs. low dysplasia
p value vs. normal colon
p value vs. low dysplasia
0/33 (0 %)
0/7 (0 %)
0/3 (0 %)
0/43 (0 %)
Adenoma low dysplasia
17/25 (68 %)
4/6 (67 %)
1/2 (50 %)
22/33 (67 %)
Adenoma high dysplasia
13/13 (100 %)
1/1 (100 %)
14/14 (100 %)
12/12 (100 %)
3/3 (100 %)
5/5 (100 %)
20/20 (100 %)
To assess whether coordinated methylation of multiple CpG islands that are normally unmethylated plays a role in colorectal tumorigenesis, methylation-specific multiplex ligation-dependent probe amplification (MS-MLPA) was used to study eight genes firmly associated with CIMP (CACNA1G, IGF2, NEUROG1, RUNX3, SOCS1, CDKN2A, MLH1, and CRABP1). The MS-MLPA CIMP probe mix contains 3–6 probes for each CIMP marker gene, and the average methylation dosage ratios (Dm) obtained for each probe and type of specimen are given in Additional file 1: Table S1. Hypermethylation in tumor tissues was evaluated relative to probe-specific thresholds derived from normal mucosa. The hypermethylation thresholds for the retrospective (FFPE) series are given in Additional file 2: Table S2 and those for the prospective (fresh frozen) series in the legend of Additional file 3: Figure S1. A gene was considered hypermethylated when at least one fourth (25 %) or more of probe target sites were methylated .
The prospective LS series revealed increased methylation in adenomas and carcinomas vs. normal colonic mucosa for the CIMP markers IGF2, NEUROG1, and CRABP1 (p values mostly non-significant due to small numbers of specimens; Additional file 3: Figure S1A). Hyperplastic polyps, too, showed frequent hypermethylation with IGF2 and NEUROG1. LS vs. FAP-associated adenomas and matching normal mucosa showed comparable frequencies of hypermethylation.
The analyses were extended to the retrospective LS series with higher number of tumors available (Fig. 1). Adenomas with high-grade dysplasia and carcinomas showed the highest frequencies of hypermethylation (defined with stringency level I of Additional file 2: Table S2). The frequencies of hypermethylation for IGF2 and NEUROG1 were significantly increased in all tumor types when compared to normal colon. Notably, the difference was significant already in adenomas with low-grade dysplasia (89 % vs. 21 %, p < 0.001, for IGF2 and 56 % vs. 8 %, p < 0.001, for NEUROG1). Only carcinomas showed significantly elevated hypermethylation frequencies for MLH1 and CRABP1.
Methylation analysis of candidate genes
A custom MS-MLPA kit was designed to study methylation of seven candidate genes previously associated with early colon oncogenesis in an experimental mouse model (DKK1, SFRP1, SFRP2, SFRP5, CDH1, HOXD1, and SLC5A8 (Additional file 4: Table S3) . The average Dm obtained for each probe and type of specimen are shown in Additional file 1: Table S1. Probe-specific hypermethylation thresholds were determined as described for CIMP markers (stringency level I), separately for the retrospective series (Additional file 2: Table S2) and the prospective series (legend of Additional file 3: Figure S1).
The prospective LS series indicated significantly higher frequencies of hypermethylation for SFRP1 (95 %, p = 0.006) and SFRP2 (67 %, p = 0.012) in carcinomas vs. normal colonic mucosa (Additional file 3: Figure S1B). Additionally, 50 % of hyperplastic polyps revealed hypermethylation for SFRP1 relative to normal mucosa (p = 0.030). Hypermethylation frequencies in colonic tissues were comparable in LS vs. FAP.
Correlation of candidate gene methylation with mRNA expression in cancer cell lines
To evaluate functional significance of promoter methylation, MMR-deficient colorectal, endometrial, and ovarian cancer cell lines (Additional file 5: Table S4) were treated with the demethylating agent 5-aza-CdR and the histone deacetylase inhibitor TSA, followed by RNA profiling on microarrays. Consistent (1.8–7.2-fold) treatment-induced upregulation of SFRP1 was seen in HCT15, HCT116, and HEC59 analogous to LS-associated CRC and endometrial cancer. SFRP2 was significantly upregulated (1.9-fold) in HCT116. Upregulation was accompanied by reduced promoter methylation by MS-MLPA.
When methylation (Dm) values were plotted against mRNA expression in all studied cancer cell lines (treated and untreated) and the corresponding normal tissues, a significant inverse correlation was observed between SFRP1 (r = −0.688, p = 0.001) and SFRP2 (r = −0.657, p = 0.002) mRNA expression and methylation (Additional file 6: Figure S2). Moreover, SFRP1 and SFRP2 expressions were significantly lower in the untreated cancer cell lines compared to the corresponding normal controls (data not shown). Our data suggest that DNA methylation plays a significant role in the expressional regulation of these genes.
Hypermethylation of CIMP and candidate genes vs. expressional status of MMR proteins
Eleven adenomas with low-grade dysplasia retained MMR protein expression (Table 2) suggesting that the second hit to inactivate the responsible MMR gene had not yet occurred. DNA was available for eight such adenomas, and 3/8, 4/8, 6/8, and 2/8 revealed hypermethylation of IGF2, NEUROG1, SFRP1, and SFRP2, respectively. The hypermethylation frequencies were essentially comparable to those in low-grade dysplasia adenomas with silenced MMR protein (15/18, 4/18, 11/18, and 10/18 for the respective loci). The results suggest that hypermethylation of the investigated genes can occur prior to somatic inactivation of the predisposing MMR gene.
Effect of age at biopsy on normal colonic tissue methylation
Since DNA methylation tends to increase with age , the level of methylation in each prospectively collected colorectal mucosa specimen was evaluated against the chronological age of the individual at the time of biopsy. A moderate-to-strong positive correlation was detected between age at biopsy and normal colonic mucosa Dm values corresponding to IGF2 probes I (r = 0.694, p < 0.0001), II (r = 0.726, p < 0.0001), and III (r = 0.742, p < 0.0001) and NEUROG1 probes I (r = 0.566, p < 0.0001), III (r = 0.703, p < 0.0001), and IV (r = 0.655, p < 0.0001) (Additional file 7: Figure 3SA–B). Additionally, moderate correlation between age at biopsy and SFRP1 (r = 0.554, p < 0.0001), SFRP2 (r = 0.550, p < 0.0001), and SLC5A8 (r = 0.554, p < 0.0001) methylation was observed in normal colonic mucosa (Additional file 7: Figure S3C). This indicates that aging itself increases methylation of the CIMP markers in the histologically normal mucosa. No age-related correlation was observed for MLH1 region C methylation.
Analysis of field defects in histologically normal colonic mucosa
To investigate if aberrant DNA methylation might form carcinogenic “fields” in the histologically normal mucosa, colonic mucosa biopsies of the prospective LS series were evaluated for hypermethylation of CIMP markers and candidate genes. The individuals were divided into four groups depending on age at biopsy and absence vs. presence of (previous or concurrent) CRC (groups 1–4). The first two groups included mutation carriers 50 years old and below and consisted of 22 individuals without CRC (group 1) and 6 individuals with CRC (group 2). The remaining two groups included mutation carriers above 50 years and consisted of 17 individuals without CRC (group 3) and 10 individuals with CRC (group 4). The interval between CRC diagnosis and time of biopsy was 5.1 years (range 0–11.5) in group 2 and 5.5 years (range 0–12.4) in group 4. Average age at biopsy was comparable in group 1 (35, range 26–50) vs. group 2 (43, range 39–48) and in group 3 (61, range 51–75) vs. group 4 (63, range 51–74), excluding the age effect as a possible confounder in the respective comparisons.
When the effect of CRC on CIMP marker methylation was examined within the age groups (≤50 and above 50), no significant differences were observed (Additional file 8: Figure S4). However, age effect was evident from comparisons of the “under 50, no CRC” with the “over 50, no CRC” groups and “under 50, CRC” with the “over 50, CRC” groups, which revealed significant increases in methylation for several IGF2 and NEUROG1 probes (Additional file 8: Figure S4).
Studies on sporadic CRC have demonstrated that promoter hypermethylation can act as an alternative mechanism to mutations, having a causal role in colorectal tumorigenesis [5, 3]. Promoter methylation can be detected in CRC-associated normal colonic mucosa and aberrant crypt foci (ACF), the earliest identifiable neoplastic lesions of the colon [15, 16]. Aging increases genomic DNA methylation  and is therefore particularly relevant to sporadic CRC which develops two to three decades later than hereditary CRC. We utilized unique features of LS, including increased tumor incidence and the availability of multiple specimens per individual (normal mucosa, adenoma, and carcinoma, taken at different time points), to gain insights into the role of DNA methylation alterations in hereditary CRC.
Loss of MMR protein corresponding to the predisposing MMR gene increased with the degree of dysplasia (Table 2), in agreement with results from a smaller series of screen-detected LS-adenomas . In addition, we demonstrate that inactivation of MLH1 by somatic methylation can constitute a “second hit” in LS-associated tumorigenesis. The method of methylation analysis (notably, the ability for quantification of methylation) and the particular region(s) of MMR gene promoters evaluated are important factors to take into account in “second hit” analyses. While one previous study  detected MLH1 methylation in 10/18 (56 %) of LS-adenomas by methylation-specific PCR, which is not a quantitative method, our frequency (1/30, 3 %, for region C methylation in adenomas with silenced MLH1 protein) complies with other quantitative studies for the same region suggesting that in a small but definite proportion (2–15 %) of tumors from LS patients the wild-type allele is inactivated by MLH1 promoter hypermethylation [19–22]. Hypermethylation of region A of MLH1 was relatively common (up to 60 %) in the LS samples (Fig. 1). Methylation of region A correlates with age and does not silence gene expression, whereas methylation of region C (located closely upstream to the transcription start site) correlates with gene silencing [12, 21, 23]. Moreover, the single adenoma with MLH1 promoter methylation in region C in our investigation was CIMP(+) by all three criteria tested, supporting previous evidence of MMR gene methylation as the “second hit” being associated with a more general CIMP in the tumors [19, 24].
The fact that almost half of the low-grade dysplasia adenomas retained MMR protein expression suggests that somatic inactivation of the wild-type allele may not always precede polyp formation, consistent with Yurgelun et al. . In such cases, the existence of other somatic driver events has been hypothesized . Moreover, non-tumorous mucosa from resections for intestinal cancer revealed a frequent occurrence of MMR-deficient crypt foci in LS mutation carriers, which contrasts with the low number of adenomas and carcinomas becoming clinically manifested and underlines the necessity of other tumorigenic events before or after MMR gene inactivation . DNA methylation changes are excellent candidates for such events. The exact step at which the most abundant or important DNA methylation changes may occur remains unsettled. In the sporadic setting, a number of studies conclude that most alterations disrupting the normal patterns of DNA methylation occur in precursor lesions (ACF and polyps) rather than at more advanced stages (carcinoma and metastasis) . On the other hand, Beggs et al.  detected the bulk of promoter hypermethylation in the transition from adenoma to carcinoma, rather than from normal tissue to adenoma. Ibrahim et al.  found that DNA methylation changes take place sequentially at specific transition points involving RUNX3 in normal colonic mucosa, NEUROG1 and CACNA1G in hyperplastic polyps, SFRP2 and IGF2-DMR0 in adenomatous polyps, and CDKN2A and MLH1 in the adenocarcinoma stage. We chose to use previously established CIMP markers and panels and found that CpG island methylation in LS adenomas and carcinomas increases with dysplasia (Figs. 1 and 2). Among the individual markers, the frequency of specimens with hypermethylation of IGF2 and NEUROG1 was significantly increased in adenomas with low-grade dysplasia already (Fig. 1), including some with the predisposing MMR gene not silenced, yet, indicating that methylation of IGF2 and NEUROG1 may provide a marker of early colon oncogenesis.
In sporadic colorectal tumors, MMR deficiency is mainly proposed to serve cancer progression rather than initiation . Moreover, analysis of microdissected glands revealed significant heterogeneity for MSI and promoter methylation of MMR genes within individual polyps . Our IHC and MSI results (Table 2), like those by Yurgelun et al. , suggest the possibility that some LS adenomas might be initiated by mechanisms other than MMR deficiency and that the MMR and non-MMR pathways may converge in later stages (adenomas with high-grade dysplasia and carcinomas). CIMP and candidate genes were often hypermethylated in low-grade dysplasia adenomas from our series regardless of MMR status of the tumors; thus, aberrant methylation might be among the earliest events in colorectal tumors developing in MMR gene mutation carriers.
Apart from adenomatous polyps that are viewed as precursors of CRC, LS mutation carriers may also exhibit polyps that develop along the serrated pathway, including hyperplastic polyps . Hyperplastic polyps are traditionally considered to be non-neoplastic, lacking potential for malignant progression . The latter view is supported by observations of a virtual absence of MMR defects in hyperplastic polyps from LS mutation carriers [25, 34]. A gland-level analysis of hyperplastic polyps from sporadic cases has shown frequent MSI and methylation aberrations, and the possibility that such polyps might be precursors to MSI CRC cannot be ruled out . In light of the findings described above, the frequent hypermethylation we observed for the markers from the CIMP panel (Additional file 3: Figure S1A) and candidate gene panel (Additional file 3: Figure S1B) in hyperplastic polyps from LS mutation carriers is interesting and warrants further studies to evaluate the significance of such methylation events in tumorigenesis.
Specific dietary compounds are known to act as important modifiers of the methylation patterns of the colon, and DNA methylation of the intestinal mucosa can thus link nutrition to cancer . Here, we report significantly increased hypermethylation frequencies for two secreted frizzled-related proteins, SFRP1 and SFRP2, in LS-associated adenomas and carcinomas when compared to normal colon (Fig. 3). These genes emerged from our previous dietary intervention study on the Mlh1 mouse model . In the normal colon epithelial cells, SFRPs function as Wnt signaling antagonists and compete with Wnt proteins for binding to their receptor, frizzled. Transcriptional silencing of these genes through promoter hypermethylation (epigenetic gatekeeper) activates the APC protein complex which further promotes cell proliferation and ACF formation . Interestingly, hypermethylation of these genes with concomitant reduction in gene expression was reported to apply to both CIMP-high and non-CIMP tumors, which indicates that aberrant methylation of these genes may occur in colorectal tumors irrespective of their subtype .
Field defects are clonal abnormalities in the epithelial gene expression that precede cancer development and predispose to it, occasionally causing the simultaneous occurrence of multiple tumors within a field . Age-related DNA methylation changes have been proposed as potential sources of field defects in the colon [16, 14]. Observations that DNA methylation in normal mucosa may associate with pathway-specific susceptibility to CRC [39, 40] and that synchronous cancer pairs share epigenetic features such as CIMP and LINE-1 methylation status  support the existence of epigenetic field defects in CRC development. In our investigation, mutation carriers over 50 years old with a previous CRC diagnosis showed a significantly elevated average degree of methylation of SFRP1 and SLC5A8 vs. cancer-free individuals of a comparable age. Differences between the two groups of mucosa were small though statistically significant. SFRP1 was discussed above; SLC5A8 encodes a sodium transporter that directly influences the absorption of short-chain fatty acids (e.g., butyrate, a histone deacetylase inhibitor) from the apical membrane of the intestinal tract into the colon  and is frequently silenced in ACF and CRC by promoter methylation . Our findings are consistent with a recent epigenome-wide study by Luo et al. who identified 65 loci with higher methylation in (sporadic) CRC-associated mucosa vs. colon mucosa from cancer-free individuals .
We show that increased DNA methylation of CIMP markers and candidate gene loci accompanies tumor progression in LS. Methylation alterations may form carcinogenic fields in histologically normal mucosa and occur in adenomas at a stage where MMR protein expression is still intact. When affecting the predisposing MMR gene, promoter methylation can constitute the somatic “second hit”. Our results provide new insights into the multistep colorectal tumorigenesis in LS and CRC in general [29, 36, 43]. The findings also pinpoint potential markers for early detection and the assessment of progression of CRC. Altered methylation at such marker loci may help identify individuals prone to develop CRC through CIMP who might benefit from demethylating agents for chemoprevention or treatment .
CRC families represented the nationwide Hereditary Colorectal Cancer Registry of Finland. Colorectal fresh frozen biopsies (prospective series, Table 1) were gathered from LS and FAP patients during colonoscopy screenings and colectomies performed at the Helsinki University Central Hospital and Jyväskylä Central Hospital during 10/2011–5/2013. Normal mucosa biopsies were collected from one to four distinct colonic regions. In addition, blood was drawn to provide another source of normal cells for comparison. Forty-three individuals from the prospective series also contributed archival specimens (retrospective series, Table 1; predisposing MMR gene mutations specified in Additional file 10: Table S5). The histology of adenomas and carcinomas was verified by one of the authors (A.R). Carcinoma sections for DNA extractions contained 30–80 % tumor epithelium (average 50 %). The Institutional Ethics Board of Central Finland Health Care District approved the collection of biopsies during surveillance (K-S shp Dnro 10U/2011). The National Authority for Medicolegal Affairs (Dnro 1272/04/044/07) approved the collection of archival specimens.
Immunohistochemistry (IHC) for MMR protein expression
IHC was performed by standard procedures  with the following primary antibodies: MLH1 (clone ES05; 75 mg/l; Dako North America, Inc. CA), MSH2 (clone G219-1129; 0.5 mg/ml; BD Pharmingen), MSH6 (clone EP49, AC00-47, Epitomics, Burlingame, CA), and PMS2 (clone EPR3947, 0.324 mg/ml, Abcam, Cambridge, UK). Negative cancer cell immunostaining was interpreted to indicate inactivation of the respective MMR gene.
Microsatellite instability (MSI) analysis
MSI analysis was based on the mononucleotide repeat markers BAT25 and BAT26, which are sensitive and specific indicators of the MSI-high phenotype [47, 48]. Tumors with unstable BAT25 or BAT26 were considered to have MSI, whereas those with normal BAT25 and BAT26 were microsatellite-stable.
Methylation-specific multiplex ligation-dependent probe amplification (MS-MLPA) for methylation analysis
MS-MLPA probes contain a recognition sequence (GCGC) for the methylation-sensitive endonuclease HhaI, and methylated template DNA generates a signal peak . MS-MLPA was performed according to the manufacturer’s instructions . The methylation dosage ratios (Dm) were calculated separately for each normal mucosa and tumor sample (Additional file 1: Table S1) as described . The Dm value of 0.15 or above (corresponding to 15 % of methylated DNA) was treated as the conservative technical threshold for methylation detection . Since the baseline level for methylation in normal tissue may vary between probes (Additional file 1: Table S1), normal mucosa specimens were used to determine thresholds for hypermethylation in tumor tissues (Additional file 2: Table S2). Dm values in each tumor were compared to these thresholds to determine whether or not the tumor was hypermethylated at the respective locus. The results from individual tumors were then combined to calculate the hypermethylation frequency for each tumor type. The hypermethylation threshold (separate for fresh frozen and archival tissue-derived DNA) was defined as the mean Dm in normal mucosa plus 1 standard deviation (stringency level I) or 2 standard deviations (stringency level II) with the purpose to achieve an optimal discrimination between normal and tumor tissues. Stringency level I was used in all contexts except for classification of tissue specimens into CIMP(+) and CIMP(−) categories where stringency level II provided a better distinction (Fig. 2). In the prospective series, an average Dm value incorporating 1–4 colorectal regions was calculated to describe the normal mucosa Dm of each individual.
MS-MLPA was found to be highly reproducible (an average difference of Dm = 0.029 was observed between 288 replicate measurements) and sensitive (even 5 % methylation could be reliably detected in most cases; Additional file 9: Figure S5).
MMR gene promoter methylation
For studies of the “second hit,” the methylation status of MMR genes was analyzed by SALSA MLPA probemix ME011 (MRC Holland, Amsterdam, The Netherlands). Analyzed MLH1 promoter regions corresponded to regions A, B, and C as described by Deng et al. .
CpG island methylator phenotype (CIMP)
Promoter methylation of CACNA1G, IGF2, NEUROG1, RUNX3, SOCS1, CDKN2A, MLH1, and CRABP1 was studied by SALSA MLPA probemix ME042 (MRC Holland, Amsterdam, The Netherlands). The probemix contains 3–6 probes for each CIMP marker gene. A gene was considered methylated when one fourth (25 %) or more probes were methylated . Two alternative marker panels were utilized to classify colorectal tumors as CIMP(+) or CIMP(−). The Weisenberger panel [52, 53] includes five genes (CACNA1G, SOCS1, RUNX3, IGF2, and NEUROG1), at least three of which should be methylated for CIMP(+) . The Ogino panel includes three additional genes (CDKN2A, MLH1, and CRABP1) [52, 53], and five or more methylated genes out of eight (Ogino 5/8, CIMP-low) or six or more methylated genes out of eigth (Ogino 6/8, CIMP-high) were regarded to indicate CIMP(+).
Custom MS-MLPA for methylation analysis of candidate genes
To study promoter methylation of DKK1, SFRP1, SFRP2, SFRP5, CDH1, HOXD1, and SLC5A8 , a custom MS-MLPA assay was designed. CpG islands (CGI) were identified by EMBOSS CpGplot  and CpG Island Searcher . DNAs from cancer cell lines and normal tissues were bisulfite sequenced (with primers specified in Additional file 4: Table S3A) to determine the methylation statuses of the CpG sites within the CGIs. Custom MS-MLPA probes were designed to target GCGC sites (Additional file 4: Table S3B). Salsa MLPA P300-A2 Human DNA Reference-2 (MRC Holland, Amsterdam, The Netherlands) was added to the custom designed MS-MLPA probe mix. The custom assay was optimized against bisulfite sequencing as described , resulting in the conservative technical threshold of Dm ≥ 0.15 for methylation detection.
Epigenetic drug treatments and analysis of genome-wide mRNA expression
Cancer cell lines (Additional file 5: Table S4) were treated with epigenetic drugs and RNA expression was profiled on Affymetrix Human Genome U133 Plus 2.0 GeneChip® microarrays (Affymetrix, Santa Clara, CA) as described . Normal tissue DNA and RNA were purchased from Amsbio (Abingdon, UK). Microarray data were analyzed by GeneSpring GX software, version 12 (Agilent Technologies, Santa Clara, CA) using RMA normalization. Statistically significant gene expression changes were identified by moderated t test combined with the Benjamini and Hochberg correction for multiple testing and by using filters based on p value cutoff of 0.05 and fold change cutoff of +/−1.5. The mRNA expression profiling data have been submitted to GEO (accession number: GSE58058).
Statistical analysis of methylation data was performed using the SPSS software, version 20.0 (IBM SPSS Inc. Chicago, IL, USA). Frequency of methylated target sites in each type of tissue specimen was calculated separately for each gene using the probe-specific threshold values. Two-sided p values were calculated for each pairwise comparison by Fisher’s exact test and adjusted for multiple comparisons by Bonferroni correction. Pearson product-moment correlation coefficient (r) was used to study the correlation of methylation and expression and the association between age at biopsy and methylation in normal colonic mucosa (individual average normal colon Dm values). Statistical significance of methylation differences between groups studied for field defects was tested by one-way ANOVA, and Tukey’s post hoc test was used for pairwise comparisons. Alternatively, the non-parametric test Kruskal-Wallis one-way ANOVA (k samples, pairwise comparisons) was utilized for series not normally distributed. Homogeneity of variances was tested by Levene’s test and normality by Shapiro-Wilk test. P values <0.05 were considered significant.
aberrant crypt foci
CpG island methylator phenotype
familial adenomatous polyposis
long interspersed element
methylation-specific multiplex ligation-dependent probe amplification
secreted frizzled-related protein
The authors wish to thank all patients contributing to this study. We thank Tuula Lehtinen, Kirsi Pylvänäinen and Sanna Vainionpää for acquiring the samples and patients information. Saila Saarinen, Erkki Hänninen, Carita Liikanen, and Juha Manninen are thanked for laboratory assistance and Godfrey Lowndes for statistical advice.
This study was supported by the Integrative Life Science (ILS) doctoral program of the University of Helsinki (SV) and grants from the Academy of Finland (No. 257795 to PP), the Cancer Society of Finland (SV, AR, J-PM, and PP), the Sigrid Juselius Foundation (AR, J-PM, MN, and PP), the Nordic Cancer Union (PP), the Päivikki and Sakari Sohlberg Foundation (PP), Biocentrum Helsinki (PP), and the European Research Council (FP7-ERC-232635 to MN and PP).
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