Miralem Mrkonjic
University of Toronto
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Featured researches published by Miralem Mrkonjic.
Carcinogenesis | 2011
James B. Rawson; Michael Manno; Miralem Mrkonjic; Darshana Daftary; Elizabeth Dicks; Daniel D. Buchanan; H. Banfield Younghusband; Patrick S. Parfrey; Joanne Young; Aaron Pollett; Roger C. Green; Steven Gallinger; John R. McLaughlin; Julia A. Knight; Bharati Bapat
Aberrant activation of canonical Wnt signaling is a hallmark event in colorectal carcinogenesis. The Dickkopf-1 (DKK1) and Secreted Frizzled Related Protein 1 (SFRP1) genes encode extracellular inhibitors of Wnt signaling that are frequently silenced by promoter hypermethylation in colorectal cancer (CRC). These methylation events have been identified as prognostic markers of patient outcome and tumor subtype in several cancers but similar roles in CRC have not been comprehensively examined. In CRC, the microsatellite instability (MSI) subtype associates with favorable disease outcome but the molecular events that are responsible remain poorly understood. Consequently, we quantified promoter methylation status of the Wnt antagonist genes DKK1 and SFRP1 in a large population-based cohort of CRCs from Ontario (n = 549) and Newfoundland (n = 696) stratified by MSI status. We examined the association between methylation status and clinicopathological features including tumor MSI status and patient survival. DKK1 and SFRP1 were methylated in 13 and 95% of CRCs, respectively. In Ontario, DKK1 methylation was strongly associated with MSI tumors after adjustment for age, sex and tumor location [odds ratio (OR) = 13.7, 95% confidence interval (CI) = 7.8-24.2, P < 0.001]. Conversely, SFRP1 methylation was inversely associated with MSI tumors after these adjustments (OR = 0.3, 95% CI = 0.1-0.9, P = 0.009). Similar results were obtained in Newfoundland. There were no independent associations with recurrence-free survival. This is the first large study to identify associations between Wnt antagonist promoter hypermethylation and CRC MSI subtype. These events provide insight into subtype-specific epigenetic mediation of Wnt signaling in CRC.
PLOS ONE | 2010
Miralem Mrkonjic; Nicole M. Roslin; Celia M. T. Greenwood; Stavroula Raptis; Aaron Pollett; Peter W. Laird; Vaijayanti Pethe; Theodore Chiang; Darshana Daftary; Elizabeth Dicks; Stephen N. Thibodeau; Steven Gallinger; Patrick S. Parfrey; H. Banfield Younghusband; John D. Potter; Thomas J. Hudson; John R. McLaughlin; Roger C. Green; Brent W. Zanke; Polly A. Newcomb; Andrew D. Paterson; Bharati Bapat
Background We previously identified an association between a mismatch repair gene, MLH1, promoter SNP (rs1800734) and microsatellite unstable (MSI-H) colorectal cancers (CRCs) in two samples. The current study expanded on this finding as we explored the genetic basis of DNA methylation in this region of chromosome 3. We hypothesized that specific polymorphisms in the MLH1 gene region predispose it to DNA methylation, resulting in the loss of MLH1 gene expression, mismatch-repair function, and consequently to genome-wide microsatellite instability. Methodology/Principal Findings We first tested our hypothesis in one sample from Ontario (901 cases, 1,097 controls) and replicated major findings in two additional samples from Newfoundland and Labrador (479 cases, 336 controls) and from Seattle (591 cases, 629 controls). Logistic regression was used to test for association between SNPs in the region of MLH1 and CRC, MSI-H CRC, MLH1 gene expression in CRC, and DNA methylation in CRC. The association between rs1800734 and MSI-H CRCs, previously reported in Ontario and Newfoundland, was replicated in the Seattle sample. Two additional SNPs, in strong linkage disequilibrium with rs1800734, showed strong associations with MLH1 promoter methylation, loss of MLH1 protein, and MSI-H CRC in all three samples. The logistic regression model of MSI-H CRC that included MLH1-promoter-methylation status and MLH1 immunohisotchemistry status fit most parsimoniously in all three samples combined. When rs1800734 was added to this model, its effect was not statistically significant (P-value = 0.72 vs. 2.3×10−4 when the SNP was examined alone). Conclusions/Significance The observed association of rs1800734 with MSI-H CRC occurs through its effect on the MLH1 promoter methylation, MLH1 IHC deficiency, or both.
British Journal of Cancer | 2011
James B. Rawson; Miralem Mrkonjic; Darshana Daftary; Elizabeth Dicks; Daniel D. Buchanan; H B Younghusband; Patrick S. Parfrey; Joanne Young; Aaron Pollett; Roger C. Green; Steve Gallinger; John R. McLaughlin; Julia A. Knight; Bharati Bapat
Background:In colorectal cancer (CRC), tumour microsatellite instability (MSI) status and CpG island methylator phenotype (CIMP) status are indicators of patient outcome, but the molecular events that give rise to these outcomes remain largely unknown. Wnt5a is a critical regulator of non-canonical Wnt activity and promoter hypermethylation of this gene has emerging prognostic roles in CRC; however the frequency and prognostic significance of this epigenetic event have not been explored in the context of colorectal tumour subtype. Consequently, we investigated the frequency and prognostic significance of Wnt5a methylation in a large cohort of MSI-stratified CRCs.Methods:Methylation was quantified in a large cohort of 1232 colorectal carcinomas from two clinically distinct populations from Canada. Associations were examined between methylation status and clinicopathlogical features, including tumour MSI status, BRAF V600E mutation, and patient survival.Results:In Ontario, Wnt5a methylation was strongly associated with MSI tumours after adjustment for age, sex, and tumour location (odds ratio (OR)=4.2, 95% confidence interval (CI)=2.4–7.4, P<10−6) and with BRAF V600E mutation, a marker of CIMP (OR=12.3, 95% CI=6.9–21.7, P<10−17), but was not associated with patient survival. Concordant results were obtained in Newfoundland.Conclusion:Methylation of Wnt5a is associated with distinct tumour subtypes, strengthening the evidence of an epigenetic-mediated Wnt bias in CRC.
Oncology Reports | 2011
Sheron Perera; Miralem Mrkonjic; James B. Rawson; Bharati Bapat
Defective mismatch repair leads to the microsatellite instability (MSI) phenotype of colorectal cancer (CRC). We previously showed that the MLH1-93G>A promoter polymorphism is strongly associated with MSI tumours, suggesting a modifier role for this polymorphism in CRC. The MLH1 promoter is bi-directional with the EPM2AIP1 gene located on the antisense strand. In order to evaluate the functional effects of this polymorphism, we transfected a panel of CRC, endometrial cancer and non-tumourigenic cell lines with MLH1 luciferase promoter constructs. We used constructs in reverse orientation to assess the effect of this polymorphism on EPM2AIP1. The luciferase activities were compared using a two-sided Students t-test. Electrophoretic mobility shift assays (EMSAs) were used to evaluate whether differential protein binding was responsible for the differences in promoter activity. We observed a higher level of activity with the -93G allele in all the cell lines observed; including the CRC cell line, HCT116 (P=0.002), the endometrial cancer cell line, HEC-1-A (P<0.001) and the normal colonic cell line, CCD-841-CoTr (P=0.002). This polymorphism also affected EPM2AIP1 transcription with the -93A allele demonstrating higher promoter activity in the HCT116 (P=0.007) and HEC-1-A (P=0.004) cells. The EMSA results suggest that this polymorphism alters the affinity of nuclear factors that bind to this region. Our findings indicate that the -93G>A polymorphism modifies the efficiency of MLH1/EPM2AIP1 transcription.
British Journal of Cancer | 2009
Miralem Mrkonjic; E Chappell; V V Pethe; M Manno; Darshana Daftary; C M Greenwood; Steve Gallinger; Brent W. Zanke; Julia A. Knight; Bharati Bapat
ApoE single nucleotide polymorphisms (SNPs) Cys112Arg (Epsilon-4), and Arg158Cys (Epsilon-2) have been implicated in cardiovascular and Alzheimers disease, but their role in colorectal cancer (CRC) has not been extensively studied. We investigated whether ApoE polymorphisms alone or in combination with dietary factors selectively contribute to mismatch-repair (MMR) proficient (microsatellite stable/low or MSS/L) vs deficient (microsatellite unstable or MSI-H) CRCs. We carried out a case–control study with 906 CRC cases and 911 unaffected controls to examine the associations between ApoE polymorphisms and dietary factors and assessed their contribution to MSS/L and MSI-H CRCs. We used unconditional logistic regression to evaluate the associations between ApoE SNPs, tumour MSI status, and dietary factors after adjusting for age and sex. All statistical tests were two-sided. No significant differences in ApoE genotype frequencies were observed between CRC cases and unaffected controls. We observed that increased dietary intake of total fat, saturated fat, cholesterol, and red meat was significantly associated with CRC. Among non-ApoE4 carriers, 2–4 and >4 red meat servings/week were associated with developing MSS/L CRC (OR=1.51, 95% CI 1.10–2.07 and OR=1.80, 95% CI 1.30–2.48, respectively), whereas among ApoE4 allele carriers, four or more red meat servings/week were associated with MSI-H CRC (OR=4.62, 95% CI 1.20–17.77) when compared with the controls. ApoE isoforms modulate the risk of MSI-H and MSS/L CRCs among high red meat consumers.
PLOS ONE | 2012
Andrea J. Savio; Mathieu Lemire; Miralem Mrkonjic; Steven Gallinger; Brent W. Zanke; Thomas J. Hudson; Bharati Bapat
Single nucleotide polymorphisms (SNPs) are the most common form of genetic variation. We previously demonstrated that SNPs (rs1800734, rs749072, and rs13098279) in the MLH1 gene region are associated with MLH1 promoter island methylation, loss of MLH1 protein expression, and microsatellite instability (MSI) in colorectal cancer (CRC) patients. Recent studies have identified less CpG-dense “shore” regions flanking many CpG islands. These shores often exhibit distinct methylation profiles between different tissues and matched normal versus tumor cells of patients. To date, most epigenetic studies have focused on somatic methylation events occurring within solid tumors; less is known of the contributions of peripheral blood cell (PBC) methylation to processes such as aging and tumorigenesis. To address whether MLH1 methylation in PBCs is correlated with tumorigenesis we utilized the Illumina 450 K microarrays to measure methylation in PBC DNA of 846 healthy controls and 252 CRC patients from Ontario, Canada. Analysis of a region of chromosome 3p21 spanning the MLH1 locus in healthy controls revealed that a CpG island shore 1 kb upstream of the MLH1 gene exhibits different methylation profiles when stratified by SNP genotypes (rs1800734, rs749072, and rs13098279). Individuals with wild-type genotypes incur significantly higher PBC shore methylation than heterozygous or homozygous variant carriers (p<1.1×10−6; ANOVA). This trend is also seen in CRC cases (p<0.096; ANOVA). Shore methylation also decreases significantly with increasing age in cases and controls. This is the first study of its kind to integrate PBC methylation at a CpG island shore with SNP genotype status in CRC cases and controls. These results indicate that CpG island shore methylation in PBCs may be influenced by genotype as well as the normal aging process.
Clinical Epigenetics | 2017
Andrea J. Savio; Miralem Mrkonjic; Mathieu Lemire; Steven Gallinger; Julia A. Knight; Bharat Bapat
BackgroundColorectal cancers (CRCs) undergo distinct genetic and epigenetic alterations. Expression of mutL homolog 1 (MLH1), a mismatch repair gene that corrects DNA replication errors, is lost in up to 15% of sporadic tumours due to mutation or, more commonly, due to DNA methylation of its promoter CpG island. A single nucleotide polymorphism (SNP) in the CpG island of MLH1 (MLH1-93G>A or rs1800734) is associated with CpG island hypermethylation and decreased MLH1 expression in CRC tumours. Further, in peripheral blood mononuclear cell (PBMC) DNA of both CRC cases and non-cancer controls, the variant allele of rs1800734 is associated with hypomethylation at the MLH1 shore, a region upstream of its CpG island that is less dense in CpG sites.ResultsTo determine whether this genotype-epigenotype association is present in other tissue types, including colorectal tumours, we assessed DNA methylation in matched normal colorectal tissue, tumour, and PBMC DNA from 349 population-based CRC cases recruited from the Ontario Familial Colorectal Cancer Registry. Using the semi-quantitative real-time PCR-based MethyLight assay, MLH1 shore methylation was significantly higher in tumour tissue than normal colon or PBMCs (P < 0.01). When shore methylation levels were stratified by SNP genotype, normal colorectal DNA and PBMC DNA were significantly hypomethylated in association with variant SNP genotype (P < 0.05). However, this association was lost in tumour DNA. Among distinct stages of CRC, metastatic stage IV CRC tumours incurred significant hypomethylation compared to stage I–III cases, irrespective of genotype status. Shore methylation of MLH1 was not associated with MSI status or promoter CpG island hypermethylation, regardless of genotype. To confirm these results, bisulfite sequencing was performed in matched tumour and normal colorectal specimens from six CRC cases, including two cases per genotype (wildtype, heterozygous, and homozygous variant). Bisulfite sequencing results corroborated the methylation patterns found by MethyLight, with significant hypomethylation in normal colorectal tissue of variant SNP allele carriers.ConclusionsThese results indicate that the normal tissue types tested (colorectum and PBMC) experience dynamic genotype-associated epigenetic alterations at the MLH1 shore, whereas tumour DNA incurs aberrant hypermethylation compared to normal DNA.
Clinical Cancer Research | 2010
Bharati Bapat; James B. Rawson; Miralem Mrkonjic; Roger C. Green; Steve Gallinger; Banfield H. Younghusband; John R. McLaughlin; Julia A. Knight
Background: Aberrant Wnt pathway activation is a vital carcinogenic event in colorectal cancer (CRC). DKK1 and SFRP1 encode extracellular inhibitors of canonical and canonical/non-canonical Wnt signaling, respectively, that are frequently silenced by promoter hypermethylation in CRC. Despite their known tumor-suppressive roles, few studies have systematically examined the prognostic/predictive significance of methylation in these genes in tumor development. Using a population-based genetic epidemiological approach, we investigated the methylation status of DKK1 and SFRP1 in a large cohort of primary CRCs and correlations to patient clinicopathological data. Methods: As part of a Canadian interdisciplinary initiative to study the genetic and environmental determinants of CRC, we accrued a large number of primary colorectal carcinoma cases diagnosed in the province of Ontario, representative of a heterogeneous population (n = 558), and in the province of Newfoundland, representative of a founder population (n = 650). We examined the methylation status of DKK1 and SFRP1 gene promoters in colorectal tumors and matched normal colon tissues using MethyLight assay, a semi-quantitative methylation detection technique. We examined correlations between methylation levels and frequency, and a comprehensive array of patient clinicopathological features such as: age, sex, tumor stage, grade, tumor MSI subtype, and clinical outcome. Statistical analysis was performed using 2-tailed Fisher9s exact test, SPSS v16. Results: Respective DKK1 and SFRP1 methylation frequencies were similar in Ontario (13%, 95%) and Newfoundland (14%, 94%). Methylation was highly tumor specific. DKK1 methylation was a strong predictor of the microsatellite instability (MSI) tumor subtype in Ontario (OR=13.7 [7.8, 24.2], p Conclusion: Our study highlights the prognostic role of DKK1 and SFRP1 methylation related to CRC tumor subtype and suggests a novel distinction between the relative involvements of different Wnt pathways in microsatellite stable vs. unstable CRC. Citation Information: Clin Cancer Res 2010;16(7 Suppl):B28
Journal of the National Cancer Institute | 2007
Stavroula Raptis; Miralem Mrkonjic; Roger C. Green; Vaijayanti Pethe; Neerav Monga; Yuen Man Chan; Darshana Daftary; Elizabeth Dicks; Banfield H. Younghusband; Patrick S. Parfrey; Steven Gallinger; John R. McLaughlin; Julia A. Knight; Bharati Bapat
Carcinogenesis | 2007
Miralem Mrkonjic; Stavroula Raptis; Roger C. Green; Neerav Monga; Darshana Daftary; Elizabeth Dicks; H. Banfield Younghusband; Patrick S. Parfrey; Steven S. Gallinger; John R. McLaughlin; Julia A. Knight; Bharati Bapat