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A cross-sectional study of global DNA methylation and risk of colorectal adenoma
© King et al.; licensee BioMed Central Ltd. 2014
Received: 17 October 2013
Accepted: 27 June 2014
Published: 7 July 2014
The methylation of DNA is recognized as a key epigenetic mechanism and evidence for its role in the development of several malignancies is accumulating. We evaluated the relationship between global methylation in DNA derived from normal appearing colon mucosal tissue and blood leukocytes, and colorectal adenoma risk.
Patients, aged 40 to 65, scheduled for a screening colonoscopy were recruited. During the colonoscopy, two pinch biopsies of healthy, normal appearing mucosa were obtained from the descending colon. A fasting blood sample was also collected. The methylation status of LINE-1 (long interspersed nuclear element-1) repetitive sequences, as a surrogate measure of global methylation, was quantified in DNA extracted from normal colon mucosa and blood leukocytes. Statistical analysis of the relationship between global DNA methylation and adenoma risk was conducted on 317 participants, 108 subjects with at least one pathologically confirmed adenoma and 209 subjects with a normal colonoscopy.
A statistically significant inverse relationship was observed between LINE-1 methylation in colon tissue DNA and adenoma risk for males and for both sexes combined for the lowest methylation quartile compared to the highest (adjusted ORs = 2.94 and 2.26 respectively). For blood, although the overall pattern of odds ratio estimates was towards an increase in risk for lower methylation quartiles compared to the highest methylation quartile, there were no statistically significant relationships observed. A moderate correlation was found between LINE-1 methylation levels measured in tissue and blood (Pearson correlation 0.36).
We observed that lower levels of LINE-1 DNA methylation in normal appearing background colon mucosa were associated with increased adenoma risk for males, and for both sexes combined. Though these findings provide some support for a relationship between LINE-1 DNA methylation in colon mucosal tissue and adenoma risk, large prospective cohort studies are needed to confirm results. Until such investigations are done, the clinical usefulness of LINE-1 methylation as a biomarker of increased adenoma risk is uncertain. Regardless, this study contributes to a better understanding of the role of global DNA methylation as an early event in CR carcinogenesis with implications for future etiologic research.
There is wide-spread interest in clarifying the role of aberrant global DNA methylation as an early event in colorectal carcinogenesis. Colorectal cancer, the third most commonly diagnosed cancer worldwide, is associated with significant mortality and morbidity [1–3]. Despite decreasing trends in colorectal cancer mortality rates over the last 10 years in both males and females, colorectal cancer remains the second most common cause of cancer death in Canada and the United States for both sexes combined [4, 5]. The classical model for colorectal tumour development involves a stepwise histological progression from aberrant proliferative epithelial dysplasia to adenoma (adenomatous polyp) to colorectal cancer (adenocarcinoma) [6–9].
The methylation of DNA is recognized as a key epigenetic mechanism in the regulation of gene expression and chromosomal stability, and evidence for its role in the development of several malignancies is accumulating [10–12]. Global DNA methylation refers to the overall genome-wide content of methylated cytosines within CpG (cytosine-phosphate-guanine) sites [13, 14]. The majority of CpG sites (about 80%) are found in repetitive sequences, multiple copies of DNA that are normally methylated . LINE-1 (long interspersed nuclear element-1) sequences, with an average size of 900 base pairs, comprise approximately 17% of the human genome  and are the most widely studied repetitive sequence within the context of global DNA methylation measurement [17, 18]. LINE-1 methylation levels have been shown to represent a reliable surrogate measure of global DNA methylation [19–23].
Global DNA hypomethylation, which is characterized by a generalized decrease in the number of methylated cytosines within CpG sites, is recognized as an early and consistent event in colorectal carcinogenesis [24–28] and is associated with mechanisms that drive the early stages of the carcinogenic process including chromosomal instability [29–31], elevated chromosomal mutation rates [32, 33] and loss of imprinting [34–36]. Yamada et al.  observed a significantly increased number of microadenomas (small colonic intramucosal lesions) in hypomethylated mouse models as compared to controls suggesting that hypomethylation may promote early stage tumour development in the colon in mice . In humans, the role of global DNA methylation in colorectal tumourigenesis has primarily been investigated by comparing methylation patterns in colorectal tumour tissue, with matched adjacent normal appearing tissue obtained from the same patient [37–42] or with normal colon tissue from non-diseased control subjects [37, 38]. These studies indicate that virtually all colorectal tumours (benign adenomas and cancers) display a higher degree of reduction in methylated cytosines within CpG sites (global hypomethylation) as compared to matched and unmatched normal appearing colon tissue. However, from a carcinogenic mechanism perspective, these study designs using tumour tissue are limited with respect to distinguishing global hypomethylation occurring early in the dysplasia-adenoma sequence that may drive tumour initiation, from methylation changes occurring later in the adenoma-carcinoma sequence, or those which may promote tumour progression or simply be passengers in the process .
Contrary to this approach using tumour tissue, a study design that compares global methylation patterns in normal colon mucosal biopsy tissue from colonoscopy patients with colorectal adenomas (as surrogate end points for colorectal cancer) to participants without adenomas has the potential to better elucidate the role of aberrant global methylation as a potential marker of the early stages of colorectal adenoma/cancer etiology. Only two small previous observational studies by Cravo et al.  (N = 12 adenoma, N = 8 normal colonoscopy) and Pufulete et al.  (N = 35 adenoma, N = 76 normal colonoscopy) have examined the relationship between global methylation levels and colorectal adenoma using this type of study design [44, 45]. Results indicating lower global methylation levels in normal appearing healthy colorectal mucosa of patients with colorectal adenomas [44, 45] as compared to patients without colorectal pathology support the premise that aberrant global hypomethylation may represent a pervasive ‘field’ change throughout the colorectal mucosa that may precede and/or initiate the development of colorectal neoplasia/adenoma [40, 42, 46].
To better understand the role of aberrant global DNA methylation in the earliest stages of colorectal tumourigenesis (adenoma development) at the population level, further assessment of the association between global methylation and adenoma risk is warranted. To this end, we evaluated the relationship between LINE-1 methylation levels (as a surrogate measure of global methylation) in normal appearing colon mucosal tissue samples and adenoma risk within a large healthy screening colonoscopy patient population. We hypothesized that aberrant global methylation in normal appearing colon mucosa would reflect an underlying predisposition to the development of colorectal adenomas and therefore, global DNA hypomethylation would be associated with an increased risk of adenomas. We also investigated the association between LINE-1 methylation levels measured in blood leukocytes and adenoma risk as a secondary objective.
Patients aged 40 to 65 scheduled for a screening colonoscopy at a regional endoscopy centre at Hotel Dieu Hospital in Kingston, Ontario, between 2009 and 2012 were recruited by mail approximately 1–4 months prior to their colonoscopic procedure. Indications for colonoscopy included a positive family history of colorectal adenoma or cancer in a first or second degree relative, a positive fecal occult blood test (FOBT) result and average risk screening. Patients with previously diagnosed inflammatory bowel disease (IBD -ulcerative colitis or Crohn’s disease), and patients with a known history of genetic disorders that predispose to colorectal cancer (hereditary nonpolyposis colorectal cancer, familial adenomatous polyposis) were not recruited for this study. Subjects with any GI abnormality (adenoma, hyperplastic polyp or cancer) detected at a previous colonoscopy or with a new diagnosis, recurrence or treatment of any cancer type (except non-melanoma skin cancer) in the 5 years prior to colonoscopy were also not invited to participate in the study. In addition, those diagnosed with IBD or colorectal cancer based on current colonoscopy findings were excluded from the final study population as it was a concern that global DNA methylation levels in these patients may not be consistent with the target time period of interest (pre-adenoma development). In order to define a homogeneous adenoma outcome group, patients with serrated adenomas, sessile serrated adenomas or only hyperplastic polyp(s), were not included in the analysis.
At the colonoscopy visit, a fasting venous blood sample was collected in an EDTA (ethylenediaminetetraacetic acid) vacutainer which was immediately placed on ice, and centrifuged within 45 minutes of the blood draw. The buffy layer (blood leukocytes) was removed and stored at -20ºC until DNA extraction. During the colonoscopy, in an attempt to represent overall methylation levels in the descending colon, two pinch biopsies of healthy, normal appearing mucosa were obtained from the descending colon, 10 cm apart, and at least 10 cm away from any lesion, polyp or other mucosal abnormality. Specimens were immediately placed in cell lysis solution (5-PRIME DNA Isolation kit, Inter Medico, Markham, ON, Canada) and stored at -20°C.
DNA was extracted from colon mucosal tissue biopsies and blood leukocytes using the 5-PRIME DNA isolation kit (Inter Medico, Markham, ON, Canada) according to instructions provided by the manufacturer and purified DNA was stored at −20°C until use. High-resolution melting (HRM) profile analysis, a real-time florescence-based polymerase chain reaction method, was used to measure methylation status of LINE-1 repetitive sequences, as a surrogate measure of global DNA methylation, in DNA extracted from each colon tissue sample and blood leukocytes. The application and validation of HRM to the measurement of LINE-1 DNA methylation has been described in detail previously . Briefly, prior to HRM, DNA was bisulfite-converted leading to a primary sequence change in the DNA that permits differentiation of unmethylated cytosines from 5-methyl-cytosine . Primers were designed to target the LINE-1 consensus promoter region, from which 8 representative CpG sites of interest, previously validated as representative of global DNA methylation status, were selected for HRM profile analysis . A LINE-1 loci-specific percent methylated value for this representative sub-set of CpG sites was obtained by comparing melting curves of participant bisulfite-converted DNA to a set of standard DNA reference controls with known levels of unmethylated and methylated cytosines. LINE-1 methylation analysis was carried out in triplicate for bisulfite-converted DNA from each of the two tissue DNA samples and from blood leukocytes on 96-well plates. Each plate also included a no-template control, a set of reference methylation standards, and three replicates of internal control peripheral blood DNA to allow for assessment of inter-assay variability.
Triplicate measures of LINE-1 methylation were obtained for each of the two tissue DNA samples and blood leukocyte DNA. Individual triplicate measures were excluded where PCR values were not satisfactory due to a high PCR threshold crossing point (Cp value > 27). In addition, individual outliers (defined as >10% difference from each of the remaining triplicate values) were excluded from the analysis . Average tissue and blood leukocyte percent methylation values for each individual subject were calculated by averaging all remaining triplicates for the two tissue DNA samples and averaging the remaining triplicates for the blood DNA samples respectively.
To determine whether LINE-1 methylation levels in colon tissue or blood leukocyte DNA differ between patients with and without adenomas, outcome status was defined as follows: Study subjects with no abnormality detected at colonoscopy were assigned to the ‘normal colonoscopy’ group. Any abnormal tissue removed during colonoscopy was assessed by an expert gastrointestinal pathologist using standard histologic criteria as per hospital procedures. Using standard diagnostic criteria, subjects with one or more pathologically-confirmed tubular, tubulo-villous or villous adenoma(s) comprised the adenoma group.
Overall average LINE-1 methylation levels for colon tissue and blood leukocyte DNA were categorized into quartiles based on sex-specific distributions among participants with a normal colonoscopy. Adenoma risk was also examined using a continuous representation of sex-specific standardized LINE-1 methylation measures. These analyses were conducted separately for males and females, and for both sexes combined. Unconditional logistic regression was performed to estimate odds ratios (OR) and 95% confidence intervals (CI) as measures of association controlling for age. Sex-specific methylation measures negated the necessity to further control for sex and other risk factors for adenoma were not considered as potential covariates as they were hypothesized to be on the causal pathway. The odds ratio provides a measure of direction, strength and statistical significance of the relationships of interest – but does not estimate the prevalence ratio in this study sample.
Institutional ethics approval was obtained from the Queen’s University Health Sciences and Affiliated Teaching Hospitals Research Ethics Board (File No. 6004521) and all subjects provided informed consent.
Of the 728 subjects who met the initial eligibility criteria and were mailed recruitment packages, 444 consented to participate in the study (61% response rate). A further 48 subjects were excluded due to colonoscopy scheduling problems, or because the colonoscopy was incomplete (the examination did not reach the cecum) or the attending clinician did not obtain the two healthy tissue biopsies. Of the 396 remaining subjects, 66 were excluded on the basis of an ineligible diagnosis resulting from the colonoscopy (IBD, colorectal cancer, serrated adenoma, sessile serrated adenoma or hyperplastic polyps) leaving 330 subjects eligible for tissue and blood methylation measurement. DNA methylation was successfully measured in tissue for 317 subjects, and of these, 280 also had blood methylation measures. Pathology results for the tissue methylation analysis (n = 317) identified 108 participants with at least one adenoma (101 with tubular adenomas and 7 with tubulo-villous adenomas) and 209 subjects with a normal colonoscopy.
HRM was performed in triplicate on DNA isolated from each tissue and blood sample. The intra-assay coefficient of variation within tissue and blood triplicates was 1.84% and 1.81% respectively. An internal control sample was included on each of the 37 plates and the inter-assay coefficient of variation was 0.89%. Two colon tissue samples with completed methylation measures were available for 262 participants (Pearson correlation between the averages of the two tissue samples = 0.66) and methylation values were available for one tissue sample for the remaining 55 study subjects.
Description of patient population
Indication for colonoscopy
Positive family history*
Average risk screening
Association between LINE-1 DNA methylation in normal colon tissue biopsies and adenoma risk (n = 317)
LINE-1 methylation quartile
1 (79.87 - 87.42)
2 (87.43 - 89.55)
3 (89.56 - 92.06)
4 (92.07 - 95.94)
1 (75.13 - 85.59)
2 (85.60 - 87.86)
3 (87.87 - 89.95)
4 (89.96 - 97.95)
Association between LINE-1 DNA methylation in blood leukocytes and adenoma risk (n = 280)
LINE-1 methylation quartile
1 (79.87 - 87.42)
2 (87.43 - 89.55)
3 (89.56 - 92.06)
4 (92.07 - 95.94)
1 (75.13 - 85.59)
2 (85.60 - 87.86)
3 (87.87 - 89.95)
4 (89.96 - 97.95)
Results for continuous representations of sex-specific standardized LINE-1 methylation levels in colon tissue or blood leukocytes showed no relationships with adenoma (see Table 2 and Table 3). Findings were unaffected for all analyses (tissue and blood) when the study population was restricted to subjects with a positive family history of CRC or adenoma in a first or second degree relative (data not shown).
This cross-sectional study utilized a healthy screening colonoscopy population to assess the relationship between LINE-1 methylation levels measured in normal appearing background colon tissue DNA (as a surrogate for global methylation), and colorectal adenoma risk. Overall, our results support a relationship between global DNA hypomethylation in normal appearing background colon mucosa and increased colorectal adenoma risk. A statistically significant inverse relationship was observed between LINE-1 methylation in tissue DNA and adenoma risk for males and for both sexes combined for the lowest methylation quartile compared to the highest (adjusted ORs = 2.94 and 2.26 respectively). The overall pattern of effects was consistent with an increased risk of adenoma for subjects in the lower methylation quartiles in comparison to those with the highest levels of methylation.
The results of our study, which is the largest study published to date that evaluated the relationship between global methylation and colorectal adenoma development by comparing LINE-1 DNA methylation levels in normal appearing colon tissue biopsies between colonoscopy patients with and without adenomas, are generally consistent with two previous smaller observational studies that assessed this relationship (studies included 12 and 35 adenoma cases respectively) [44, 45]. Our study improved upon these two studies by including a larger number of participants recruited from a clinically relevant healthy screening population. In addition, our results are in keeping with Belshaw et al. , who reported significantly lower LINE-1 methylation levels in colonic crypts isolated from morphologically normal colorectal mucosa from colorectal cancer patients as compared to subjects with no known gastrointestinal pathology .
Given that colorectal adenomas are more common in males as compared to females [50, 51], that sex-specific differences in risk factors for colorectal tumours have been reported [52, 53], and that many studies have found that LINE-1 methylation levels are higher in males , assessing the relationship between LINE-1 methylation levels and adenoma risk stratified by gender is important for understanding the role of aberrant LINE-1 methylation in CRC etiology . To the best of our knowledge, this is the first study to report sex-specific relationships within the context of colorectal adenoma/cancer risk, though differences in bladder cancer risk for males and females have been observed [23, 56, 57]. Our results indicating a relationship between global/LINE-1 hypomethylation and increased adenoma risk for males but not females suggest that aberrant global DNA methylation patterns in males may play a more significant role in early CR tumour development as compared to females. However, sex-specific results should be interpreted with some caution, as sample size was limited, in particular for the female-specific analysis.
Though our results were consistent with an elevated risk of adenoma associated with lower blood leukocyte methylation quartiles compared to the highest methylation quartile for all subjects combined and sex-specific analyses, no statistically significant relationships were observed between LINE-1 methylation levels in blood leukocytes and adenoma risk. These results are in contrast with two previous studies that both reported an increased risk of adenoma associated with lower global methylation levels measured in blood leukocytes [45, 58].
We observed only a moderate correlation between LINE-1 methylation levels measured in colon tissue and blood leukocytes which may explain the null results for blood LINE-1 methylation and adenoma risk. In addition, fewer subject were available for the blood leukocyte analysis and statistical power to detect associations was therefore limited. Our non-significant findings together with only a moderate correlation between colon tissue and blood leukocyte LINE-1 methylation have important implications for planning future epidemiologic investigations of methylation markers and colorectal cancer/adenoma risk, when, due to practical considerations, only blood or other accessible sources of DNA are available for methylation analysis .
This clinic-based study utilizing a biologic marker of increased risk avoids or limits many traditional biases of observational studies. In particular, information bias is unlikely as this study relied on blinded methylation analysis of tissue samples and pathology reports to assess exposure and outcome respectively. Although our study population is not representative of the overall general population (due to the colonoscopy clinic-based recruitment and response rates), this is less of a concern given that our sample represents a relevant sub-group of referrals to a regional colonoscopy screening program and also, since the study objectives are oriented towards understanding a biologic relationship postulated to be consistent irrespective of the population studied. In addition, traditional risk factors are thought to be upstream of DNA methylation (on the causal pathway) such that control for confounding is not a concern.
This study relied on cross-sectional exposure and outcome measures, and was therefore subject to the classical limitations of cross-sectional design with respect to temporality, prevalent events, and representation of exposure windows. However, each of these limitations was mitigated to some degree by the examination of exposure (LINE-1 methylation) and outcome (adenoma) that are themselves intermediate events in a causal chain, with a shorter temporal scale than exposure-cancer relationships. However, reverse causality, remains a potential explanation for the relationship observed.
Non-differential misclassification of both outcome (adenoma) and exposure (LINE-1 methylation) may have biased our results towards the null. The ‘miss rate’ of colonoscopy for adenomas has been reported to be from 6-12% for adenomas one centimetre or larger and up to 25% for adenomas less than one centimetre in diameter . For our study, it is expected that the rate of missed adenomas is of less concern as all colonoscopies were performed at a single clinical centre by experienced academic gastroenterologists who each perform more than 200 colonoscopies per year and participate in an ongoing quality control program with specific audited goals for polyp detection and cecal intubation rates [61, 62].
Our cross-sectional measure of global DNA methylation is intended to represent LINE-1 methylation levels prior to the initiation of the dysplasia-adenoma sequence. Although there is some evidence of stability of global methylation levels within individuals over time , there is likely a degree of misclassification due to this assumption. We focused on LINE-1 repetitive elements in the genome that are often intensively methylated as a proxy for global DNA methylation. Although LINE-1 methylation is strongly correlated with genomic instability, [31, 64–66] non-differential misclassification of methylation status due to this proxy measure could have attenuated observed effects in this study. Also, the correlation of 0.66 between methylation levels of the two colon tissue samples indicates some heterogeneity of LINE-1 methylation status in the descending colon and suggests that our results may not be generalizable to tissue biopsies taken from other parts of the colon.
The study of biomarkers for increased risk of colorectal cancer has enormous potential for understanding colorectal cancer etiology. Our results indicating that LINE-1 DNA hypomethylation in normal appearing colon mucosa is associated with increased adenoma risk, suggest that aberrant global hypomethylation in healthy background colon mucosa represents an underlying pervasive epigenetic aberration, often referred to as a ‘field defect’, which may confer an increased predisposition to the development of colorectal adenomas/cancer [46, 67–70]. Though these findings provide some support for a relationship between LINE-1 DNA methylation in colorectal mucosal tissue and adenoma risk, large prospective cohort studies are needed to confirm results. Until such investigations are done, the usefulness of this measure of LINE-1 methylation in colon tissue (or blood leukocyte) DNA as a biomarker of increased adenoma risk that can be used in clinical settings is uncertain. However, even though the clinical significance of our findings is unclear, this study contributes to a better understanding of the role of global DNA methylation in colorectal tissue as an early event in CR carcinogenesis with implications for future CRC etiologic research investigating suspected environmental and lifestyle risk factors using global DNA hypomethylation as an informative end point.
This research was funded by the Canadian Cancer Society (CCS).
- Center MM, Jemal A, Smith RA, Ward E: Worldwide variations in colorectal cancer. CA Cancer J Clin. 2009, 59 (6): 366-378.View ArticlePubMedGoogle Scholar
- Center MM, Jemal A, Ward E: International trends in colorectal cancer incidence rates. Cancer Epidemiol Biomarkers Prev. 2009, 18 (6): 1688-1694.View ArticlePubMedGoogle Scholar
- Parkin DM, Bray F, Ferlay J, Pisani P: Global cancer statistics, 2002. CA Cancer J Clin. 2005, 55 (2): 74-108.View ArticlePubMedGoogle Scholar
- Canadian Cancer Society’s Advisory Committee on Cancer Statistics: Canadian Cancer Statistics. 2013, Toronto, ON: Canadian Cancer Society, [http://cancer.ca/statistics]Google Scholar
- NCIC-SEER data: SEER Cancer Statistics Review, 1975–2010. [http://seer.cancer.gov/csr/1975_2010/]
- Fearon ER, Vogelstein B: A genetic model for colorectal tumorigenesis. Cell. 1990, 61 (5): 759-767.View ArticlePubMedGoogle Scholar
- Renehan AG, O’Dwyer ST, Haboubi NJ, Potten CS: Early cellular events in colorectal carcinogenesis. Colorectal Dis. 2002, 4 (2): 76-89.View ArticlePubMedGoogle Scholar
- Kim Y, Deng G: Epigenetic changes (aberrant DNA methylation) in colorectal neoplasia. Gut Liver. 2007, 1 (1): 1-11.View ArticlePubMedPubMed CentralGoogle Scholar
- Migliore L, Migheli F, Spisni R, Coppede F: Genetics, cytogenetics, and epigenetics of colorectal cancer. J Biomed Biotechnol. 2011, 2011: 792362-View ArticlePubMedPubMed CentralGoogle Scholar
- Esteller M, Fraga MF, Paz MF, Campo E, Colomer D, Novo FJ, Calasanz MJ, Galm O, Guo M, Benitez J, Herman JG: Cancer epigenetics and methylation. Science. 2002, 297 (5588): 1807-1808.View ArticlePubMedGoogle Scholar
- Laird PW: The power and the promise of DNA methylation markers. Nat Rev Cancer. 2003, 3 (4): 253-266.View ArticlePubMedGoogle Scholar
- Herceg Z: Epigenetics and cancer: towards an evaluation of the impact of environmental and dietary factors. Mutagenesis. 2007, 22 (2): 91-103.View ArticlePubMedGoogle Scholar
- D’Alessio AC, Szyf M: Epigenetic tete-a-tete: the bilateral relationship between chromatin modifications and DNA methylation. Biochem Cell Biol. 2006, 84 (4): 463-476.View ArticlePubMedGoogle Scholar
- Brena RM, Costello JF: Genome-epigenome interactions in cancer. Hum Mol Genet. 2007, 16 (Spec 1): R96-R105.View ArticlePubMedGoogle Scholar
- Costello J, Brena R: Epigenetics. Cancer Epigenetics. Edited by: Tost J. 2008, Norfolk, UK: Caister Academic Press, 307-310.Google Scholar
- Lander ES, Linton LM, Birren B, Nusbaum C, Zody MC, Baldwin J, Devon K, Dewar K, Doyle M, FitzHugh W, Funke R, Gage D, Harris K, Heaford A, Howland J, Kann L, Lehoczky J, LeVine R, McEwan P, McKernan K, Meldrim J, Mesirov JP, Miranda C, Morris W, Naylor J, Raymond C, Rosetti M, Santos R, Sheridan A, Sougnez C, et al: Initial sequencing and analysis of the human genome. Nature. 2001, 409 (6822): 860-921.View ArticlePubMedGoogle Scholar
- Wilson AS, Power BE, Molloy PL: DNA hypomethylation and human diseases. Biochim Biophys Acta. 2007, 1775 (1): 138-162.PubMedGoogle Scholar
- Ross JP, Rand KN, Molloy PL: Hypomethylation of repeated DNA sequences in cancer. Epigenomics. 2010, 2 (2): 245-269.View ArticlePubMedGoogle Scholar
- Yang AS, Estecio MR, Doshi K, Kondo Y, Tajara EH, Issa JP: A simple method for estimating global DNA methylation using bisulfite PCR of repetitive DNA elements. Nucleic Acids Res. 2004, 32 (3): e38-View ArticlePubMedPubMed CentralGoogle Scholar
- Weisenberger DJ, Campan M, Long TI, Kim M, Woods C, Fiala E, Ehrlich M, Laird PW: Analysis of repetitive element DNA methylation by MethyLight. Nucleic Acids Res. 2005, 33 (21): 6823-6836.View ArticlePubMedPubMed CentralGoogle Scholar
- Hoffmann MJ, Schulz WA: Causes and consequences of DNA hypomethylation in human cancer. Biochem Cell Biol. 2005, 83 (3): 296-321.View ArticlePubMedGoogle Scholar
- Ehrlich M: DNA hypomethylation in cancer cells. Epigenomics. 2009, 1 (2): 239-259.View ArticlePubMedPubMed CentralGoogle Scholar
- Wilhelm CS, Kelsey KT, Butler R, Plaza S, Gagne L, Zens MS, Andrew AS, Morris S, Nelson HH, Schned AR, Karagas MR, Marsit CJ: Implications of LINE1 methylation for bladder cancer risk in women. Clin Cancer Res. 2010, 16 (5): 1682-1689.View ArticlePubMedPubMed CentralGoogle Scholar
- Goelz SE, Vogelstein B, Hamilton SR, Feinberg AP: Hypomethylation of DNA from benign and malignant human colon neoplasms. Science. 1985, 228 (4696): 187-190.View ArticlePubMedGoogle Scholar
- Jones PA, Laird PW: Cancer epigenetics comes of age. Nat Genet. 1999, 21 (2): 163-167.View ArticlePubMedGoogle Scholar
- Jones PA, Baylin SB: The fundamental role of epigenetic events in cancer. Nat Rev Genet. 2002, 3 (6): 415-428.PubMedGoogle Scholar
- Frigola J, Sole X, Paz MF, Moreno V, Esteller M, Capella G, Peinado MA: Differential DNA hypermethylation and hypomethylation signatures in colorectal cancer. Hum Mol Genet. 2005, 14 (2): 319-326.View ArticlePubMedGoogle Scholar
- Yamada Y, Jackson-Grusby L, Linhart H, Meissner A, Eden A, Lin H, Jaenisch R: Opposing effects of DNA hypomethylation on intestinal and liver carcinogenesis. Proc Natl Acad Sci USA. 2005, 102 (38): 13580-13585.View ArticlePubMedPubMed CentralGoogle Scholar
- Lengauer C, Kinzler KW, Vogelstein B: DNA methylation and genetic instability in colorectal cancer cells. Proc Natl Acad Sci USA. 1997, 94 (6): 2545-2550.View ArticlePubMedPubMed CentralGoogle Scholar
- Eden A, Gaudet F, Waghmare A, Jaenisch R: Chromosomal instability and tumors promoted by DNA hypomethylation. Science. 2003, 300 (5618): 455-View ArticlePubMedGoogle Scholar
- Howard G, Eiges R, Gaudet F, Jaenisch R, Eden A: Activation and transposition of endogenous retroviral elements in hypomethylation induced tumors in mice. Oncogene. 2008, 27 (3): 404-408.View ArticlePubMedGoogle Scholar
- Chen RZ, Pettersson U, Beard C, Jackson-Grusby L, Jaenisch R: DNA hypomethylation leads to elevated mutation rates. Nature. 1998, 395 (6697): 89-93.View ArticlePubMedGoogle Scholar
- Gaudet F, Hodgson JG, Eden A, Jackson-Grusby L, Dausman J, Gray JW, Leonhardt H, Jaenisch R: Induction of tumors in mice by genomic hypomethylation. Science. 2003, 300 (5618): 489-492.View ArticlePubMedGoogle Scholar
- Thomas GA, Williams ED: Production of thyroid tumours in mice by demethylating agents. Carcinogenesis. 1992, 13 (6): 1039-1042.View ArticlePubMedGoogle Scholar
- Poirier LA: Methyl group deficiency in hepatocarcinogenesis. Drug Metab Rev. 1994, 26 (1–2): 185-199.View ArticlePubMedGoogle Scholar
- Cui H, Onyango P, Brandenburg S, Wu Y, Hsieh CL, Feinberg AP: Loss of imprinting in colorectal cancer linked to hypomethylation of H19 and IGF2. Cancer Res. 2002, 62 (22): 6442-6446.PubMedGoogle Scholar
- Feinberg AP, Gehrke CW, Kuo KC, Ehrlich M: Reduced genomic 5-methylcytosine content in human colonic neoplasia. Cancer Res. 1988, 48 (5): 1159-1161.PubMedGoogle Scholar
- Bariol C, Suter C, Cheong K, Ku SL, Meagher A, Hawkins N, Ward R: The relationship between hypomethylation and CpG island methylation in colorectal neoplasia. Am J Pathol. 2003, 162 (4): 1361-1371.View ArticlePubMedPubMed CentralGoogle Scholar
- Chalitchagorn K, Shuangshoti S, Hourpai N, Kongruttanachok N, Tangkijvanich P, Thong-ngam D, Voravud N, Sriuranpong V, Mutirangura A: Distinctive pattern of LINE-1 methylation level in normal tissues and the association with carcinogenesis. Oncogene. 2004, 23 (54): 8841-8846.View ArticlePubMedGoogle Scholar
- Suter CM, Martin DI, Ward RL: Hypomethylation of L1 retrotransposons in colorectal cancer and adjacent normal tissue. Int J Colorectal Dis. 2004, 19 (2): 95-101.View ArticlePubMedGoogle Scholar
- Iacopetta B, Grieu F, Phillips M, Ruszkiewicz A, Moore J, Minamoto T, Kawakami K: Methylation levels of LINE-1 repeats and CpG island loci are inversely related in normal colonic mucosa. Cancer Sci. 2007, 98 (9): 1454-1460.View ArticlePubMedGoogle Scholar
- Pavicic W, Joensuu EI, Nieminen T, Peltomaki P: LINE-1 hypomethylation in familial and sporadic cancer. J Mol Med. 2012, 90 (7): 827-835.View ArticlePubMedPubMed CentralGoogle Scholar
- Kalari S, Pfeifer GP: Identification of driver and passenger DNA methylation in cancer by epigenomic analysis. Adv Genet. 2010, 70: 277-308.View ArticlePubMedPubMed CentralGoogle Scholar
- Cravo M, Fidalgo P, Pereira AD, Gouveia-Oliveira A, Chaves P, Selhub J, Mason JB, Mira FC, Leitao CN: DNA methylation as an intermediate biomarker in colorectal cancer: modulation by folic acid supplementation. Eur J Cancer Prev. 1994, 3 (6): 473-479.View ArticlePubMedGoogle Scholar
- Pufulete M, Al-Ghnaniem R, Leather AJ, Appleby P, Gout S, Terry C, Emery PW, Sanders TA: Folate status, genomic DNA hypomethylation, and risk of colorectal adenoma and cancer: a case control study. Gastroenterology. 2003, 124 (5): 1240-1248.View ArticlePubMedGoogle Scholar
- Kim MS, Lee J, Sidransky D: DNA methylation markers in colorectal cancer. Cancer Metastasis Rev. 2010, 29 (1): 181-206.View ArticlePubMedGoogle Scholar
- Tse MY, Ashbury JE, Zwingerman N, King WD, Taylor SA, Pang SC: A refined, rapid and reproducible high resolution melt (HRM)-based method suitable for quantification of global LINE-1 repetitive element methylation. BMC Res Notes. 2011, 4 (565): 1-10.Google Scholar
- Laird PW: Principles and challenges of genomewide DNA methylation analysis. Nat Rev Genet. 2010, 11 (3): 191-203.View ArticlePubMedGoogle Scholar
- Belshaw NJ, Pal N, Tapp HS, Dainty JR, Lewis MP, Williams MR, Lund EK, Johnson IT: Patterns of DNA methylation in individual colonic crypts reveal aging and cancer-related field defects in the morphologically normal mucosa. Carcinogenesis. 2010, 31 (6): 1158-1163.View ArticlePubMedGoogle Scholar
- Burnett-Hartman AN, Passarelli MN, Adams SV, Upton MP, Zhu LC, Potter JD, Newcomb PA: Differences in epidemiologic risk factors for colorectal adenomas and serrated polyps by lesion severity and anatomical site. Am J Epidemiol. 2013, 177 (7): 625-637.View ArticlePubMedPubMed CentralGoogle Scholar
- Giacosa A, Frascio F, Munizzi F: Epidemiology of colorectal polyps. Tech Coloproctol. 2004, 8 (Suppl 2): s243-s247.View ArticlePubMedGoogle Scholar
- Jacobs ET, Thompson PA, Martinez ME: Diet, gender, and colorectal neoplasia. J Clin Gastroenterol. 2007, 41 (8): 731-746.View ArticlePubMedGoogle Scholar
- Terry MB, Neugut AI, Bostick RM, Sandler RS, Haile RW, Jacobson JS, Fenoglio-Preiser CM, Potter JD: Risk factors for advanced colorectal adenomas: a pooled analysis. Cancer Epidemiol Biomark Prev. 2002, 11 (7): 622-629.Google Scholar
- Terry MB, Delgado-Cruzata L, Vin-Raviv N, Wu HC, Santella RM: DNA methylation in white blood cells: association with risk factors in epidemiologic studies. Epigenetics: Official Journal of the DNA Methylation Society. 2011, 6 (7): 828-837.View ArticleGoogle Scholar
- Brennan K, Flanagan JM: Is there a link between genome-wide hypomethylation in blood and cancer risk?. Cancer Prev Res. 2012, 5 (12): 1345-1357.View ArticleGoogle Scholar
- Cash HL, Tao L, Yuan JM, Marsit CJ, Houseman EA, Xiang YB, Gao YT, Nelson HH, Kelsey KT: LINE-1 hypomethylation is associated with bladder cancer risk among nonsmoking Chinese. Int J Cancer. 2012, 130 (5): 1151-1159.View ArticlePubMedGoogle Scholar
- Moore LE, Pfeiffer RM, Poscablo C, Real FX, Kogevinas M, Silverman D, Garcia-Closas R, Chanock S, Tardon A, Serra C, Carrato A, Dosemeci M, Garcia-Closas M, Esteller M, Fraga M, Rothman N, Malats N: Genomic DNA hypomethylation as a biomarker for bladder cancer susceptibility in the Spanish Bladder Cancer Study: a case–control study. Lancet Oncol. 2008, 9 (4): 359-366.View ArticlePubMedPubMed CentralGoogle Scholar
- Lim U, Flood A, Choi SW, Albanes D, Cross AJ, Schatzkin A, Sinha R, Katki HA, Cash B, Schoenfeld P, Stolzenberg-Solomon R: Genomic methylation of leukocyte DNA in relation to colorectal adenoma among asymptomatic women. Gastroenterology. 2008, 134 (1): 47-55.View ArticlePubMedGoogle Scholar
- Ashbury JE, Taylor SA, Tse MT, Pang SC, Louw JA, Vanner SJ, King WD: Biomarkers measured in buccal and blood leukocyte DNA as proxies for colon tissue global methylation. Int J Mol Epidemiol Genet. 2014, 5 (2): 120-124.PubMedPubMed CentralGoogle Scholar
- Levine JS, Ahnen DJ: Clinical practicea. Adenomatous polyps of the colon. N Engl J Med. 2006, 355 (24): 2551-2557.View ArticlePubMedGoogle Scholar
- Barclay RL, Vicari JJ, Doughty AS, Johanson JF, Greenlaw RL: Colonoscopic withdrawal times and adenoma detection during screening colonoscopy. N Engl J Med. 2006, 355 (24): 2533-2541.View ArticlePubMedGoogle Scholar
- Adler A, Wegscheider K, Lieberman D, Aminalai A, Aschenbeck J, Drossel R, Mayr M, Mros M, Scheel M, Schroder A, Gerber K, Stange G, Roll S, Gauger U, Wiedenmann B, Altenhofen L, Rosch T: Factors determining the quality of screening colonoscopy: a prospective study on adenoma detection rates, from 12,134 examinations (Berlin colonoscopy project 3, BECOP-3). Gut. 2013, 62 (2): 236-241.View ArticlePubMedGoogle Scholar
- Kok RM, Smith DE, Barto R, Spijkerman AM, Teerlink T, Gellekink HJ, Jakobs C, Smulders YM: Global DNA methylation measured by liquid chromatography-tandem mass spectrometry: analytical technique, reference values and determinants in healthy subjects. Clin Chem Lab Med. 2007, 45 (7): 903-911.View ArticlePubMedGoogle Scholar
- Faulkner GJ, Kimura Y, Daub CO, Wani S, Plessy C, Irvine KM, Schroder K, Cloonan N, Steptoe AL, Lassmann T, Waki K, Hornig N, Arakawa T, Takahashi H, Kawai J, Forrest AR, Suzuki H, Hayashizaki Y, Hume DA, Orlando V, Grimmond SM, Carninci P: The regulated retrotransposon transcriptome of mammalian cells. Nat Genet. 2009, 41 (5): 563-571.View ArticlePubMedGoogle Scholar
- Ogino S, Chan AT, Fuchs CS, Giovannucci E: Molecular pathological epidemiology of colorectal neoplasia: an emerging transdisciplinary and interdisciplinary field. Gut. 2011, 60 (3): 397-411.View ArticlePubMedGoogle Scholar
- Speek M: Antisense promoter of human L1 retrotransposon drives transcription of adjacent cellular genes. Mol Cell Biol. 2001, 21 (6): 1973-1985.View ArticlePubMedPubMed CentralGoogle Scholar
- Graham TA, Leedham SJ: Field defects in DNA repair: is loss of MGMT an initial event in colorectal carcinogenesis?. Gut. 2010, 59 (11): 1452-1453.View ArticlePubMedGoogle Scholar
- Graham TA, McDonald SA, Wright NA: Field cancerization in the GI tract. Future Oncol. 2011, 7 (8): 981-993.View ArticlePubMedGoogle Scholar
- Hiraoka S, Kato J, Horii J, Saito S, Harada K, Fujita H, Kuriyama M, Takemoto K, Uraoka T, Yamamoto K: Methylation status of normal background mucosa is correlated with occurrence and development of neoplasia in the distal colon. Hum Pathol. 2010, 41 (1): 38-47.View ArticlePubMedGoogle Scholar
- Giovannucci E, Ogino S: DNA methylation, field effects, and colorectal cancer. J Natl Cancer Inst. 2005, 97 (18): 1317-1319.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2407/14/488/prepub
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