Abstract
The MSH6 G39E germline polymorphism is not associated with an increased risk of either microsatellite stable or unstable sporadic colorectal cancer. Other than microsatellite instability, however, most genetic and epigenetic changes of tumors associated with this common variant have not been studied. The objective of our investigation was to evaluate associations between the MSH6 G39E (116G>A) polymorphism and CpG island methylator phenotype (CIMP) and BRAF V600E mutations in tumors from a sample of 1048 individuals with colon cancer and 1964 controls from Utah, Northern California, and Minnesota. The G39E polymorphism (rs1042821) was determined by the five prime nuclease assay. CIMP was determined by methylation-specific polymerase chain reaction (PCR) of CpG islands in MLH1, methylated in tumors (MINT)1, MINT2, MINT31, and CDKN2A. The BRAF V600E mutation was determined by sequencing exon 15. In microsatellite stable tumors, homozygous carriers of the G39E polymorphism had an increased risk of CIMP+ colon cancer (odds ratio (OR) 2.2, 95% confidence interval (CI) 1.1, 4.2) and BRAF V600E mutation (OR 3.1, 95% CI 1.01, 9.7) in a case–control comparison. This finding was not observed in unstable tumors; however, power may have been low to detect an association. Age at diagnosis, family history, and alcohol use did not interact with MSH6 G39E and CIMP. The MSH6 G39E germline polymorphism may be associated with CIMP+ colon cancer.
Keywords: MSH6, CIMP, DNA mismatch repair, microsatellite instability, colon cancer
INTRODUCTION
Hereditary nonpolyposis colorectal cancer (HNPCC or Lynch syndrome), the inherited form of microsatellite instability (MSI), is due to germline mutations in one of four DNA mismatch repair (MMR) genes, MLH1, MSH2, MSH6, or PMS2. Lynch-associated tumors typically do not have CpG island methylator phenotype (CIMP), MLH1 methylation, or BRAF mutations [1]. MSI, the expansion or contraction of short nucleotide repeats, occurs in 10–15% of colorectal cancers (CRC) [2]. The more common sporadic form of MSI is usually secondary to acquired hypermethylation of the promoter of one of the MMR genes, MLH1 [3], and is commonly associated with the CIMP and activating mutations in the oncogene BRAF [4]. Germline polymorphisms in MMR genes, including MSH6, have been well studied in Lynch-associated cancers [5]; however, reports are limited regarding the association of common MMR variants in CRC as defined by genetic and epigenetic changes.
We previously reported that a common missense polymorphism in exon 1 of MSH6, G39E (116G>A, rs1042821), was not associated with colon cancer overall; however, we observed a modest increased risk of colon cancer in men who were heterozygous or homozygous carriers of the variant allele [6]. We found no significant associations between MSH6 G39E and microsatellite stable (MSS) or unstable tumors in colon cancer, but reported that among men, risk was slightly stronger for MSI+ tumors than MSI− tumors [6]. Other than MSI, most genetic and epigenetic changes of tumors associated with this polymorphism have not been studied. We therefore evaluated the MSH6 G39E polymorphism located in exon 1 and associated tumor characteristics in a sample of 1048 individuals with colon cancer evaluated for CIMP status and 1964 controls from Utah, Northern California, and Minnesota.
METHODS
Study Population
Study participants were predominantly non-Hispanic white and were from either the Kaiser Permanente Medical Care Program (KPMCP) of Northern California, an eight county area in Utah (Davis, Salt Lake, Utah, Weber, Wasatch, Tooele, Morgan, and Summit counties), or the Twin Cities Metropolitan area in Minnesota (Table 1). Eligibility criteria for cases included diagnosis with first-primary incident colon cancer (ICD-O, 2nd edition codes 18.0, 18.2–18.9) between October 1, 1991, and September 30, 1994, between 30 and 79 yr of age at time of diagnosis, and mentally competent to complete the interview. Cases with adenocarcinoma or carcinoma of the rectosigmoid junction or rectum (defined as the first 15 cm from the anal opening), or with known familial adenomatous polyposis, ulcerative colitis, or Crohn’s disease were not eligible. Of all cases asked to participate, 75.6% cooperated. Seven cases previously identified as probable HNPCC were included [7], although excluding them did not impact the results; all seven individuals were wild type for the common MSH6 G39E allele.
Table 1.
Controls |
Cases |
|||
---|---|---|---|---|
Characteristic | Number | % | Number | % |
Total | 1964 | 100.0 | 1048 | 100.0 |
Age, mean (SD) | 65.0 | 10.2 | 65.1 | 9.5 |
Center | ||||
KPMCP | 816 | 41.6 | 561 | 53.5 |
Minnesota | 802 | 40.8 | 296 | 28.2 |
Utah | 346 | 17.6 | 191 | 18.2 |
Sex | ||||
Male | 1036 | 52.8 | 590 | 56.3 |
Female | 928 | 47.3 | 458 | 43.7 |
Race | ||||
White, non-Hispanic | 1828 | 93.1 | 940 | 89.7 |
White, Hispanic | 79 | 4.0 | 49 | 4.7 |
Black | 55 | 2.8 | 57 | 5.4 |
Other | 2 | 0.1 | 2 | 0.2 |
First-degree family history of CRC | ||||
None | 1781 | 90.7 | 870 | 83.0 |
≥1 relative | 183 | 9.3 | 178 | 17.0 |
MSH6 G39E (116G>A) | ||||
GG | 1343 | 68.4 | 685 | 65.4 |
GA | 559 | 28.5 | 333 | 31.8 |
AA | 62 | 3.2 | 30 | 2.9 |
Allele frequency | 17.4 | 18.8 | ||
CIMP status | ||||
CIMP− | — | — | 765 | 73.0 |
CIMP+ | — | — | 283 | 27.0 |
BRAF V600E (n = 976) | ||||
No mutation | — | — | 883 | 90.6 |
Mutation | — | — | 93 | 9.4 |
MSI status (n = 1035) | ||||
MSI− | — | — | 873 | 84.4 |
MSI+ | — | — | 162 | 15.7 |
CIMP, CpG island methylator phenotype; MSI, microsatellite instability.
CIMP− was defined as 0 or 1 of 5 CpG islands methylated, CIMP+ was defined as 2 or more of 5 CpG islands methylated; MSI− (stable) and MSI+ (unstable) were defined according to BAT-26 and TGFβRII analysis (see Methods Section).
In addition to the eligibility criteria for case subjects, control subjects could never have been diagnosed with a colorectal tumor and those who reported a diagnosis of FAP, ulcertive colitis, or Crohn’s. Controls were selected from eligibility lists for KPMCP and random-digit-dialing, driver’s license lists for Minnesota, and random-digit-dialing, driver’s license lists, or Health Care Finance Administration (HCFA) lists for Utah, using the same eligibility criteria as was used for cases. These methods have been described in detail [8]. Of all controls contacted, 63.7% participated. All aspects of this study were approved by the University of Utah and KPMCP Institutional Review Boards.
MSH6 G39E Genotyping
DNA was extracted from blood drawn on study controls and cases during the study interview. Genotyping of the MSH6 G39E polymorphism has been described previously [6]. Briefly, polymerase chain reaction (PCR) amplification of the genomic DNA in this region was followed by allelic discrimination using the 5′ nuclease assay on a 7900HT sequence detection system (Applied Biosystems, Foster City, CA). Validation of the 5′ nuclease assay and quality control procedures have been previously detailed [6].
Microsatellite Instability (MSI)
The MSI status of the tumors had been determined in a previous study that preceded the development of the Bethesda consensus panel; the MSI markers used were BAT-26 (a mononucleotide repeat which by itself is a very good measure of generalized instability), TGFβRII (a coding mononucleotide repeat which is unstable in most CRC with MSI), and a panel of 10 tetranucleotide repeats which show a high correlation with the Bethesda consensus panel and BAT-26 [9]. A hierarchical approach was then used for MSI determination. A majority of tumors (95%) were classified as either stable (MSI−) or unstable (MSI+) for BAT-26. The remaining 5% of tumors (which did not have a result for BAT-26) were classified using TGFβRII. In four tumors for which BAT-26 and TGFβRII were inconclusive, if 30% or more of the 10 tetranucleotide repeats were unstable, the tumor was classified as unstable.
CpG Island Methylator Phenotype (CIMP)
The CIMP status of the tumors was determined in a previous study [4]. Briefly, sodium bisulfite modification was performed on DNA extracted from tumors microdissected from formalin-fixed, paraffin-embedded blocks. Methylation-specific PCR was then performed as described previously for the following CpG islands: methylated in tumors (MINT)1, MINT2, MINT31, CDKN2A (p16), and MLH1, and the criterion for CIMP+ was methylation of two or more of these CpG islands. CIMP− was defined as less than two of five markers methylated. The use of established assays, selection of genetic loci, and criterion for CIMP+or CIMP− was based on the pioneering work of other groups that previously defined the CIMP phenotype [10,11]. We have previously demonstrated associations between CIMP defined in this way and numerous clinicopathologic variables, including the very strong relationship to BRAF V600E mutations seen by others using different CpG panels and detection techniques [12]. Sufficient DNA was available for CIMP determination for 1048 tumors.
BRAF V600E Mutation Detection
The BRAF V600E mutation status of the tumors was determined in a previous study [4]. Briefly, exon 15 of BRAF was PCR amplified from DNA previously extracted from tumors microdissected from formalin-fixed, paraffin-embedded blocks as described [13]. Mutations were verified by bidirectional sequencing. Sufficient DNA was available for BRAF V600E determination for 976 tumors.
Statistical Analysis
A χ2 test was used to determine if the observed genotype frequencies differed from Hardy–Weinberg equilibrium. Odds ratios (ORs) and 95% confidence intervals (CIs) for risk of CIMP or BRAF mutation in colon cancers associated with MSH6 G39E were analyzed using polytomous unconditional multivariate logistic regression models comparing cases with and without CIMP or BRAF mutation to controls using SAS® (release 9.1.3). Adjustment for potential confounding variables and variables previously reported to be associated with colon cancer or CIMP and BRAF included age at diagnosis or selection, sex, race/ethnicity, study center, regular cigarette smoking (within 2 yr of the referent period), dietary fiber and calcium intake, body mass index (BMI), and physical activity [8,12,14]. A case–case comparison comparing cases with CIMP+ phenotype to cases with CIMP− tumors was also performed. Assessment of interactions between MSH6 genotype and tumor characteristics, age, and family history were based on a multiplicative scale. Effect modification was determined by evaluating the improvement in fit (difference in −2 log likelihood values) of a model that included a multiplicative interaction term compared to a restricted model with no interaction term.
RESULTS
Characteristics of colon cancer cases and controls are shown in Table 1. The MSH6 G39E (116A>G) genotypes were in Hardy–Weinberg equilibrium for both controls and cases analyzed separately [6].
The relationship between the MSH6 G39E polymorphism and risk of CIMP and BRAF colon cancer is shown in Table 2. Overall, as compared to controls, the AA genotype appeared to confer an increased risk of CIMP+ and BRAF-mutated tumors; however, 95% CIs for the ORs contained one. In MSS colon cancer as compared to controls, the AA genotype was associated with a statistically significant twofold increased risk of CIMP+ and a threefold increased risk of BRAF mutation. Although an association with the AA genotype and CIMP+ or BRAF was not observed in MSI+ tumors, the study may have lacked sufficient power to detect one given the small sample size in this subgroup. There were no significant interactions between age, gender, family history of CRC in first-degree relatives, smoking or long-term alcohol consumption, and the MSH6 G39E polymorphism in modifying risk of CIMP or BRAF in colon cancer (data not shown).
Table 2.
Genotype | Controls (N) | All tumors |
Microsatellite stable tumors |
Microsatellite unstable tumors |
|||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CIMP− |
CIMP+ |
CIMP− |
CIMP+ |
CIMP− |
CIMP+ |
||||||||||||||
N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | ||
GG | 1337 | 498 | 1.0 | Reference | 184 | 1.0 | Reference | 453 | 1.0 | Reference | 114 | 1.0 | Reference | 36 | 1.0 | Reference | 68 | 1.0 | Reference |
GA | 558 | 247 | 1.2 | (1.0, 1.4) | 82 | 1.1 | (0.8, 1.4) | 234 | 1.2 | (1.0, 1.5) | 41 | 0.9 | (0.6, 1.3) | 11 | 0.7 | (0.4, 1.5) | 41 | 1.4 | (0.9, 2.1) |
AA | 62 | 16 | 0.7 | (0.4, 1.2) | 14 | 1.7 | (0.9, 3.0) | 13 | 0.6 | (0.3, 1.1) | 12 | 2.2 | (1.1, 4.2) | 3 | 1.9 | (0.5, 6.3) | 2 | 0.6 | (0.1, 2.7) |
Genotype | Controls (N) | All tumors |
Microsatellite stable tumors |
Microsatellite unstable tumors |
|||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BRAFWT |
BRAFMUT |
BRAFWT |
BRAFMUT |
BRAFWT |
BRAFMUT |
||||||||||||||
N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | N | OR | 95% CI | ||
GG | 1337 | 579 | 1.0 | Reference | 57 | 1.0 | Reference | 514 | 1.0 | Reference | 23 | 1.0 | Reference | 60 | 1.0 | Reference | 33 | 1.0 | Reference |
GA | 558 | 274 | 1.1 | (0.9, 1.3) | 30 | 1.3 | (0.8, 2.0) | 248 | 1.1 | (1.0, 1.4) | 9 | 1.0 | (0.5, 2.2) | 25 | 1.0 | (0.6, 1.6) | 21 | 1.5 | (0.8, 2.6) |
AA | 62 | 23 | 0.8 | (0.5, 1.3) | 6 | 2.0 | (0.8, 5.3) | 21 | 0.8 | (0.5, 1.4) | 4 | 3.1 | (1.01, 9.7) | 2 | 0.7 | (0.2, 3.1) | 2 | 1.3 | (0.3, 5.7) |
Adjusted for age, sex, race, center, cigarette smoking, BMI, physical activity, energy-adjusted dietary fiber, and calcium intake. Number of subjects varies slightly from Table 1 due to missing data for one or more adjustment variables.
In a case–case comparison (data not shown), the AA genotype was associated with CIMP+ compared to CIMP− (OR 2.9, 95% CI 1.4, 6.3) and with BRAF mutation compared to no mutation (OR 2.8, 95% CI 1.1, 8.0). In stable tumors, the magnitude of the OR was a fourfold increased risk of a CIMP+ to CIMP− or BRAF mutation to no BRAF mutation comparison; this association was not observed in unstable tumors. An increased risk was not observed in heterozygote carriers of the variant allele in either a case–control or case–case comparison, indicating a recessive mode of inheritance of the disease allele. Under a recessive model, the P-heterogeneity was significant for the CIMP+ to CIMP− comparison in all tumors and in MSS tumors (0.02 and 0.003, respectively).
DISCUSSION
The findings we present are from a large, population-based case–control study of sporadic colon cancer. As far as we could determine, this represents the first examination of a common polymorphism in MSH6 and CIMP and BRAF in colon tumors. We previously reported that a MMR polymorphism, MLH1 −93 G>A, had an association in MSI+ cancers with these genetic and epigenetic changes [15]. In the current study, we describe a polymorphism in MSH6 (G39E) that increases the risk of CIMP+/BRAF mutation in stable colon cancers. An increased risk was not evident in microsatellite unstable colon cancers; the variant genotype occurred infrequently (~3%) in study subjects, and power may have been too low to detect an association.
The associations we detected were limited to MSS tumors. While our power to detect such associations in unstable tumors was limited, it is of interest that the associations with stable tumors mirrors to some extent what has been reported in Lynch syndrome-associated cancers occurring in individuals with germline MSH6 mutations. These tumors have not consistently been associated with an MSI-high phenotype [5,16,17]. This is in contrast to tumors occurring in individuals with the more common MLH1 or MSH2 germline mutations, as these tumors are typically MSI high [18].
Our group and others have shown that the MLH1 −93 G>A polymorphism is associated with an increased risk of MSI+, but not MSS tumors [6,19]; however, this may not be the case for MSH6 polymorphisms. Parc et al. [20] reported MSH6 polymorphisms, including G39E, do not play a significant role in the development of sporadic CRC with an MSI-low phenotype, and in a case–control study that examined promoter polymorphisms in MMR genes, Mrkonjic et al. [21] found no association with MSH6-159C>T and MSI. As mentioned above, highly penetrant HNPCC-associated germline MSH6 mutations do not necessarily lead to an unstable tumor. Thus, it is not surprising that tumors associated with a presumably less deleterious, less penetrant germline change, which is not associated with the Lynch syndrome phenotype, would also not exhibit high levels of MSI. Based on our earlier finding that the MLH1 −93G>A MMR polymorphism was associated with CIMP+, BRAF mutation, and MLH1 methylation in microsatellite unstable tumors, we hypothesized that CIMP/BRAF mutations in tumors occur as an intermediate step, in which a tumor either becomes MLH1 methylated and unstable (as in the case of the MLH1 −93G>A), or if methylation of MLH1 does not occur, a stable tumor is the end result. The MSH6 G39E variant may also be acting at the CIMP/BRAF stage in tumors, in this case promoting the development of a non-MLH1 methylated, MSS tumor [15].
A limitation of studying DNA methylation in colon tumors is that there is presently no “consensus” as to the appropriate CpG island panel or method of detection to determine CIMP [22]. We have demonstrated significant relationships between CIMP and numerous clinicopathologic variables using out panel, including cigarette smoking and the BRAF V600E mutation, which were independent of MSI [4,12]; this work has helped to support the legitimacy of the CIMP concept [23]. Our previous report of very strong correlations of BRAF V600E mutations and CIMP+ tumors, CIMP+ and MSI+ in tumors, and BRAF mutations and MSI+ in tumors [4], is in agreement with results using different panels and techniques [22,24]. We also reported associations between CIMP+ and BRAF or K-ras mutations which approximately correspond to CIMP high and CIMP low tumors defined by Ogino et al. [25] and Shen et al. [26]. Thus, our definition of CIMP+ based on our established CIMP panel of markers likely combines CIMP high and CIMP low tumors as defined by these other investigators.
In summary, homozygous carriers of the G39E polymorphism in the MSH6 MMR gene may have an increased risk of CIMP+ tumor and BRAF V600E mutation in stable colon cancers. As the number of cases with the AA genotype and CIMP+ or BRAF mutation is small, these results are exploratory in nature and should be verified in another population. It is unclear from our study if the polymorphism is associated with CIMP and BRAF in unstable colon cancers, as power may have been too low to detect an association with this infrequently occurring genetic variant.
Acknowledgments
We would like to acknowledge the contributions of Sandra Edwards, Leslie Palmer, and Judy Morse to the data collection and management efforts of this study, Jeannette Bigler for genotyping, and Hans Albertsen and Michael Hoffman for assessment of CIMP, BRAF, and MSI. This study was funded by NIH grants R01 CA48998 and CA61757 to Dr. Slattery and R01 CA61757 to Dr. Potter. The Utah Cancer Registry is funded by Contract #N01-PC-67000 from the National Cancer Institute, with additional support from the State of Utah Department of Health and the University of Utah, the Northern California Cancer Registry, and the Sacramento Tumor Registry. The contents of this manuscript are solely the responsibility of the authors and do not necessarily represent the official view of the National Cancer Institute.
Contributorship: The study was funded through a grant to Dr. Slattery. Martha L. Slattery, Bette J. Caan, and John D. Potter were instrumental in the acquisition of study data. Roger K. Wolff worked with Dr. Samowitz to obtain tumor mutation data; Cornelia M. Ulrich obtained genotype data. The data analyses were performed by Karen Curtin. All authors contributed to data interpretation. The manuscript was written primarily by Karen Curtin and Wade S. Samowitz, with contributions from Martha L. Slattery.
Abbreviations
- HNPCC
hereditary nonpolyposis colon cancer
- MSI
microsatellite instability
- MMR
mismatch repair
- CIMP
CpG island methylator phenotype
- CRC
colorectal cancers
- MSS
micro-satellite stable
- KPMCP
Kaiser Permanente Medical Care Program
- PCR
polymerase chain reaction
- OR
odds ratio
- CI
confidence interval
Footnotes
The authors declare that there are no conflicts of interest.
References
- 1.Samowitz WS. The CpG island methylator phenotype in colorectal cancer. J Mol Diagn. 2007;9:281–283. doi: 10.2353/jmoldx.2007.070031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Smyrk TC. Colon cancer connections: Cancer syndrome meets molecular biology meets histopathology. Am J Pathol. 1994;145:1–6. [PMC free article] [PubMed] [Google Scholar]
- 3.Cunningham JM, Christensen ER, Tester DJ, et al. Hyper-methylation of the hMLH1 promoter in colon cancer with microsatellite instability. Cancer Res. 1998;58:3455–3460. [PubMed] [Google Scholar]
- 4.Samowitz WS, Albertsen H, Herrick J, et al. Evaluation of a large, population-based sample supports a CpG island methylator phenotype in colon cancer. Gastroenterology. 2005;129:837–845. doi: 10.1053/j.gastro.2005.06.020. [DOI] [PubMed] [Google Scholar]
- 5.Lagerstedt Robinson K, Liu T, Vandrovcova J, et al. Lynch syndrome (hereditary nonpolyposis colorectal cancer) diagnostics. J Natl Cancer Inst. 2007;99:291–299. doi: 10.1093/jnci/djk051. [DOI] [PubMed] [Google Scholar]
- 6.Campbell PT, Curtin K, Ulrich C, et al. Mismatch repair polymorphisms and risk of colon cancer, tumor microsatellite instability, and interactions with lifestyle factors. Gut. 2009;58:661–667. doi: 10.1136/gut.2007.144220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Samowitz WS, Slattery ML. Missense mismatch repair gene alterations, microsatellite instability, and hereditary non-polyposis colorectal cancer. J Clin Oncol. 2002;20:3178. doi: 10.1200/JCO.2002.20.14.3178. (author reply 3178–3179) [DOI] [PubMed] [Google Scholar]
- 8.Slattery ML, Potter J, Caan B, et al. Energy balance and colon cancer—Beyond physical activity. Cancer Res. 1997;57:75–80. [PubMed] [Google Scholar]
- 9.Samowitz WS, Holden JA, Curtin K, et al. Inverse relationship between microsatellite instability and K-ras and p53 gene alterations in colon cancer. Am J Pathol. 2001;158:1517–1524. doi: 10.1016/S0002-9440(10)64102-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Park SJ, Rashid A, Lee JH, Kim SG, Hamilton SR, Wu TT. Frequent CpG island methylation in serrated adenomas of the colorectum. Am J Pathol. 2003;162:815–822. doi: 10.1016/S0002-9440(10)63878-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Frazier ML, Xi L, Zong J, et al. Association of the CpG island methylator phenotype with family history of cancer in patients with colorectal cancer. Cancer Res. 2003;63:4805–4808. [PubMed] [Google Scholar]
- 12.Samowitz WS, Albertsen H, Sweeney C, et al. Association of smoking, CpG island methylator phenotype, and V600E BRAF mutations in colon cancer. J Natl Cancer Inst. 2006;98:1731–1738. doi: 10.1093/jnci/djj468. [DOI] [PubMed] [Google Scholar]
- 13.Spirio LN, Samowitz W, Robertson J, et al. Alleles of APC modulate the frequency and classes of mutations that lead to colon polyps. Nat Genet. 1998;20:385–388. doi: 10.1038/3865. [DOI] [PubMed] [Google Scholar]
- 14.Slattery ML, Curtin K, Sweeney C, et al. Diet and lifestyle factor associations with CpG island methylator phenotype and BRAF mutations in colon cancer. Int J Cancer. 2007;120:656–663. doi: 10.1002/ijc.22342. [DOI] [PubMed] [Google Scholar]
- 15.Samowitz WS, Curtin K, Wolff RK, et al. The MLH 1–93 G>A promoter polymorphism and genetic and epigenetic alterations in colon cancer. Genes Chromosomes Cancer. 2008;47:835–844. doi: 10.1002/gcc.20584. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Wu Y, Berends MJ, Mensink RG, et al. Association of hereditary nonpolyposis colorectal cancer-related tumors displaying low microsatellite instability with MSH6 germline mutations. Am J Hum Genet. 1999;65:1291–1298. doi: 10.1086/302612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Barnetson RA, Cartwright N, van Vliet A, et al. Classification of ambiguous mutations in DNA mismatch repair genes identified in a population-based study of colorectal cancer. Hum Mutat. 2008;29:367–374. doi: 10.1002/humu.20635. [DOI] [PubMed] [Google Scholar]
- 18.Mead LJ, Jenkins MA, Young J, et al. Microsatellite instability markers for identifying early-onset colorectal cancers caused by germ-line mutations in DNA mismatch repair genes. Clin Cancer Res. 2007;13:2865–2869. doi: 10.1158/1078-0432.CCR-06-2174. [DOI] [PubMed] [Google Scholar]
- 19.Raptis S, Mrkonjic M, Green RC, et al. MLH1–93G>A promoter polymorphism and the risk of microsatellite-unstable colorectal cancer. J Natl Cancer Inst. 2007;99:463–474. doi: 10.1093/jnci/djk095. [DOI] [PubMed] [Google Scholar]
- 20.Parc YR, Halling KC, Wang L, et al. HMSH6 alterations in patients with microsatellite instability-low colorectal cancer. Cancer Res. 2000;60:2225–2231. [PubMed] [Google Scholar]
- 21.Mrkonjic M, Raptis S, Green RC, et al. MSH2 118T>C and MSH6 159C>T promoter polymorphisms and the risk of colorectal cancer. Carcinogenesis. 2007;28:2575–2580. doi: 10.1093/carcin/bgm229. [DOI] [PubMed] [Google Scholar]
- 22.Samowitz WS. The CpG island methylator phenotype in colorectal cancer. J Mol Diagn. 2007;9:281–283. doi: 10.2353/jmoldx.2007.070031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Issa JP, Shen L, Toyota M. CIMP, at last. Gastroenterology. 2005;129:1121–1124. doi: 10.1053/j.gastro.2005.07.040. [DOI] [PubMed] [Google Scholar]
- 24.Weisenberger DJ, Siegmund KD, Campan M, et al. CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet. 2006;38:787–793. doi: 10.1038/ng1834. [DOI] [PubMed] [Google Scholar]
- 25.Ogino S, Cantor M, Kawasaki T, et al. CpG island methylator phenotype (CIMP) of colorectal cancer is best characterised by quantitative DNA methylation analysis and prospective cohort studies. Gut. 2006;55:1000–1006. doi: 10.1136/gut.2005.082933. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Shen L, Toyota M, Kondo Y, et al. Integrated genetic and epigenetic analysis identifies three different subclasses of colon cancer. Proc Natl Acad Sci USA. 2007;104:18654–18659. doi: 10.1073/pnas.0704652104. [DOI] [PMC free article] [PubMed] [Google Scholar]