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1.
PLoS One ; 7(7): e38953, 2012.
Article in English | MEDLINE | ID: mdl-22911682

ABSTRACT

Prognosis in colorectal cancer patients is quite variable, even after adjustment for clinical parameters such as disease stage and microsatellite instability status. It is possible that the psychological distress experienced by patients, including anxiety and depression, may be correlated with poor prognosis. In the present study, we hypothesize that genetic variations within three genes biologically linked to the stress response, namely serotonin transporter (SLC6A4), brain-derived neurotrophic factor (BDNF), and arginine vasopressin receptor (AVPR1B) genes are associated with prognosis in colorectal cancer patients. We used a population-based cohort of 280 patients who were followed for up to 12.5 years after diagnosis. Our multivariate analysis showed that a tagSNP in the SLC6A4 gene (rs12150214) was a predictor of shorter overall survival (HR: 1.572, 95%CI: 1.142-2.164, p = 0.005) independent of stage, age, grade and MSI status. Additionally, a multivariate analysis using the combined genotypes of three polymorphisms in this gene demonstrated that the presence of any of the minor alleles at these polymorphic loci was an independent predictor of both shorter overall survival (HR: 1.631, 95%CI: 1.190-2.236, p = 0.002) and shorter disease specific survival (HR: 1.691, 95%CI: 1.138-2.512, p = 0.009). The 5-HTT protein coded by the SLC6A4 gene has also been implicated in inflammation. While our results remain to be replicated in other patient cohorts, we suggest that the genetic variations in the SLC6A4 gene contribute to poor survival in colorectal cancer patients.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/mortality , Genetic Variation , Serotonin Plasma Membrane Transport Proteins/genetics , Adult , Aged , Aged, 80 and over , Alleles , Female , Genotype , Humans , Linkage Disequilibrium , Male , Middle Aged , Neoplasm Grading , Neoplasm Staging , Polymorphism, Single Nucleotide , Prognosis , Retrospective Studies , Serotonin Plasma Membrane Transport Proteins/metabolism
2.
PLoS One ; 7(5): e38175, 2012.
Article in English | MEDLINE | ID: mdl-22675446

ABSTRACT

A substantial proportion of familial colorectal cancer (CRC) is not a consequence of known susceptibility loci, such as mismatch repair (MMR) genes, supporting the existence of additional loci. To identify novel CRC loci, we conducted a genome-wide linkage scan in 356 white families with no evidence of defective MMR (i.e., no loss of tumor expression of MMR proteins, no microsatellite instability (MSI)-high tumors, or no evidence of linkage to MMR genes). Families were ascertained via the Colon Cancer Family Registry multi-site NCI-supported consortium (Colon CFR), the City of Hope Comprehensive Cancer Center, and Memorial University of Newfoundland. A total of 1,612 individuals (average 5.0 per family including 2.2 affected) were genotyped using genome-wide single nucleotide polymorphism linkage arrays; parametric and non-parametric linkage analysis used MERLIN in a priori-defined family groups. Five lod scores greater than 3.0 were observed assuming heterogeneity. The greatest were among families with mean age of diagnosis less than 50 years at 4q21.1 (dominant HLOD = 4.51, α = 0.84, 145.40 cM, rs10518142) and among all families at 12q24.32 (dominant HLOD = 3.60, α = 0.48, 285.15 cM, rs952093). Among families with four or more affected individuals and among clinic-based families, a common peak was observed at 15q22.31 (101.40 cM, rs1477798; dominant HLOD = 3.07, α = 0.29; dominant HLOD = 3.03, α = 0.32, respectively). Analysis of families with only two affected individuals yielded a peak at 8q13.2 (recessive HLOD = 3.02, α = 0.51, 132.52 cM, rs1319036). These previously unreported linkage peaks demonstrate the continued utility of family-based data in complex traits and suggest that new CRC risk alleles remain to be elucidated.


Subject(s)
Chromosome Mapping , Colorectal Neoplasms/genetics , Genetic Linkage , Adult , Aged , Chromosomes, Human, Pair 12 , Chromosomes, Human, Pair 15 , Chromosomes, Human, Pair 4 , Chromosomes, Human, Pair 8 , DNA Mismatch Repair , Family , Genetic Predisposition to Disease , Genotype , Humans , Lod Score , Middle Aged , Polymorphism, Single Nucleotide
3.
Hum Mutat ; 33(7): 1056-8, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22461326

ABSTRACT

A recent report detailed the occurrence of both somatic and constitutional variants in the GALNT12 gene, located at 9q22.33, in some colorectal cancer (CRC) patients. In this study, we investigate the occurrence of inherited deleterious variants in GALNT12 in 118 families referred to a cancer genetics clinic. We discovered two deleterious variants (c.907G>A (p.Asp303Asn); c.1187A>G (p.Tyr396Cys)) in 4/118 probands. The variants, which were not found in 149 control individuals (P = 0.0376), cosegregate with CRC and/or adenomatous polyps in other family members. The probability by chance that cosegregation of c.907G>A with CRC and/or adenomatous polyps occurred, in the two pedigrees combined, was 1.56%. Although this study does not provide irrefutable evidence that GALNT12 variants are highly penetrant alleles that predispose to CRC in the majority of unexplained hereditary CRC families, it does provide additional evidence to support an important role of these variants in a proportion of this considerable high-risk group.


Subject(s)
Colorectal Neoplasms/genetics , Genetic Predisposition to Disease/genetics , N-Acetylgalactosaminyltransferases/genetics , Humans , Mutation
4.
Carcinogenesis ; 32(5): 741-7, 2011 May.
Article in English | MEDLINE | ID: mdl-21304055

ABSTRACT

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.


Subject(s)
Colorectal Neoplasms/genetics , DNA Methylation , Intercellular Signaling Peptides and Proteins/genetics , Membrane Proteins/genetics , Promoter Regions, Genetic/genetics , Wnt Proteins/antagonists & inhibitors , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/pathology , Female , Humans , Male , Microsatellite Instability , Microsatellite Repeats , Middle Aged , Newfoundland and Labrador/epidemiology , Ontario/epidemiology , Prognosis , Survival Rate
5.
PLoS One ; 5(10): e13314, 2010 Oct 13.
Article in English | MEDLINE | ID: mdl-20967208

ABSTRACT

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 immunohistochemistry 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.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Colorectal Neoplasms/genetics , DNA Methylation , Microsatellite Repeats/genetics , Nuclear Proteins/genetics , Adaptor Proteins, Signal Transducing/metabolism , Aged , Colorectal Neoplasms/metabolism , Female , Genomic Instability , Humans , Logistic Models , Male , Middle Aged , MutL Protein Homolog 1 , Nuclear Proteins/metabolism , Polymorphism, Single Nucleotide , Promoter Regions, Genetic
6.
Cancer Epidemiol Biomarkers Prev ; 19(7): 1831-9, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20570909

ABSTRACT

BACKGROUND: The serrated pathway represents a distinct molecular pathway of colorectal carcinogenesis and is associated with the p.V600E BRAF mutation. The objective of this study is to characterize the cancer family history and clinicopathologic features of colorectal cancer (CRC) patients according to the microsatellite instability (MSI) and BRAF mutation status of their tumors. METHODS: The tumors from 558 population-based CRC patients underwent pathologic examination and molecular analysis for MSI, BRAF, and germline mutations in mismatch repair genes MUTYH and APC. The cancer history in first-degree relatives (FDR) of index patients was ascertained. RESULTS: The risk of CRC in FDRs of index patients with MSI-H BRAF mutation [hazard ratio (HR) = 2.49; 95% confidence interval (95% CI), 1.57- 3.93] and microsatellite-stable BRAF mutation tumors (HR = 1.64; 95% CI, 1.01-2.66) was significantly elevated compared with FDRs of index patients with microsatellite-stable BRAF wild-type tumors. The incidence of nonmelanoma skin cancer was also significantly elevated in FDRs of patients with BRAF mutation CRC (HR = 2.52; 95% CI, 1.31-4.86). Furthermore, BRAF mutation CRC was associated with a distinct clinical, molecular, and pathologic phenotype. CONCLUSIONS: The increased incidence of cancer in FDRs of index CRC patients with the p.V600E BRAF mutation may be explained by a genetic predisposition to develop cancer through the serrated pathway of colorectal carcinogenesis. IMPACT: Family members of BRAF CRC patients have an increased predisposition to develop cancer. Future work should aim to identify the causative genetic factors.


Subject(s)
Colorectal Neoplasms/genetics , Germ-Line Mutation , Proto-Oncogene Proteins B-raf/genetics , Adult , Colorectal Neoplasms/enzymology , Colorectal Neoplasms/pathology , DNA Glycosylases/genetics , DNA Mutational Analysis , Family Health , Female , Genes, APC , Genetic Predisposition to Disease , Humans , Male , Microsatellite Instability , Middle Aged
7.
Hum Mutat ; 31(8): 901-7, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20506273

ABSTRACT

Colorectal cancer is the third most common cancer with a 5-year survival rate of 30-65%. A portion of the interpatient variability in its clinical outcome is attributed to inherited and somatic genetic factors. Although numerous research articles have investigated these factors in colorectal cancer, there has not been a central resource, such as a public database, that compiles these findings. Here we describe the dbCPCO, a database of genetic variations tested for association with colorectal cancer prognosis and clinical outcome. dbCPCO curates the results of research articles on colorectal cancer that investigate the possible correlation of genetic factors with various patient and tumor characteristics. Literature reports are retrieved from PubMed. The data that meet the inclusion criteria are compiled in a relational database and posted in a dedicated Website. The genetic factors include inherited genetic polymorphisms, and somatic and germline mutations in both nuclear and mitochondrial DNA. As of March 2010, the dbCPCO Website posts 778 scientific findings on 456 polymorphisms, somatic and germline mutations from 189 genes, and genetic loci tested for correlation with clinicopathological features and/or clinical outcome in colorectal cancer. The dbCPCO is periodically updated and freely available for the scientific and medical community at http://www.med.mun.ca/cpco.


Subject(s)
Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/genetics , Databases, Genetic , Genetic Markers , Humans , Internet , Prognosis
8.
J Natl Cancer Inst ; 102(6): 391-400, 2010 Mar 17.
Article in English | MEDLINE | ID: mdl-20208017

ABSTRACT

BACKGROUND: Being overweight or obese is an established risk factor for colorectal cancer, more so for men than for women. Approximately 10%-20% of colorectal tumors display microsatellite instability (MSI), defined as the expansion or contraction of small repeated sequences in the DNA of tumor tissue relative to nearby normal tissue. We evaluated associations between overweight or obesity and colorectal cancer risk, overall and by tumor MSI status. METHODS: The study included 1794 case subjects with incident colorectal cancer who were identified through population-based cancer registries and 2684 of their unaffected sex-matched siblings as control subjects. Recent body mass index (BMI), BMI at age 20 years, and adult weight change were derived from self-reports of height and weight. Tumor MSI status, assessed at as many as 10 markers, was obtained for 69.7% of the case subjects and classified as microsatellite (MS)-stable (0% of markers unstable; n = 913), MSI-low (>0% but <30% of markers unstable; n = 149), or MSI-high (> or =30% of markers unstable; n = 188). Multivariable conditional logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (95% CIs). All statistical tests were two-sided. RESULTS: Recent BMI, modeled in 5 kg/m(2) increments, was positively associated with risk of colorectal cancer for men and women combined (OR = 1.24; 95% CI = 1.15 to 1.34), for women only (OR = 1.20; 95% CI = 1.10 to 1.32), and for men only (OR = 1.30; 95% CI = 1.15 to 1.47). There was no interaction with sex (P = .22). Recent BMI, per 5 kg/m(2), was positively associated with the risk of MS-stable (OR = 1.38; 95% CI = 1.24 to 1.54) and MSI-low (OR = 1.33; 95% CI = 1.04 to 1.72) colorectal tumors, but not with the risk of MSI-high tumors (OR = 1.05; 95% CI = 0.84 to 1.31). CONCLUSION: The increased risk of colorectal cancer associated with a high BMI might be largely restricted to tumors that display the more common MS-stable phenotype, suggesting further that colorectal cancer etiology differs by tumor MSI status.


Subject(s)
Body Mass Index , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/etiology , Microsatellite Instability , Overweight/complications , Adult , Black or African American/genetics , Black or African American/statistics & numerical data , Aged , Case-Control Studies , Colorectal Neoplasms/ethnology , Colorectal Neoplasms/genetics , Confounding Factors, Epidemiologic , Female , Humans , Indians, North American/genetics , Indians, North American/statistics & numerical data , Life Style , Logistic Models , Male , Middle Aged , Multivariate Analysis , Obesity/complications , Odds Ratio , Risk Assessment , Risk Factors , Weight Gain , White People/genetics , White People/statistics & numerical data
9.
J Natl Cancer Inst ; 101(5): 331-40, 2009 Mar 04.
Article in English | MEDLINE | ID: mdl-19244167

ABSTRACT

BACKGROUND: Lynch syndrome is caused by inherited mutations in DNA mismatch repair genes (primarily MSH2, MLH1, MSH6, and PMS2) and is one of the most prevalent inherited cancer syndromes. Several models have been developed to predict the occurrence of Lynch syndrome in high-risk patients and families, but it is not known how these models compare with one another or how they perform for colorectal cancer patients from the general population. We used data from such patients to test the ability of four models--Leiden, MMRpredict, PREMM(1,2), and MMRpro--to distinguish between those who did and did not carry DNA mismatch repair gene mutations. METHODS: We studied a consecutive series of 725 patients who were younger than 75 years at colorectal cancer diagnosis and whose DNA mismatch repair gene mutation status was available; 18 of the 725 patients carried such a mutation. For each model, we calculated the risk score, compared the observed number of mutations with the expected number, and determined the receiver operating characteristics. All statistical tests were two-sided. RESULTS: Although all four models overestimated the probability of a mutation (range = 1.2- to 4.3-fold), especially in low-risk patients, they could discriminate between carriers and noncarriers of a mismatch repair mutation. The areas under the receiver operating characteristics curves from the four models ranged from 0.91 to 0.96. Carriers of mutations in the MSH6 or PMS2 genes had lower risk scores than carriers of MSH2 or MLH1 mutations. For example, the MMRpredict model gave median risk scores of 24% and 94% (P < .015) for MSH6-PMS2 and MSH2-MLH1 mutation carriers, respectively. For the Leiden, MMRpredict, and PREMM(1,2) models, correcting the risk scores for bias introduced by family size improved their power to discriminate between carriers and noncarriers. After correcting for family size, the best model was MMRpredict, which achieved a sensitivity of 94% (95% confidence interval [CI] = 73% to 99%) and a specificity of 91% (95% CI = 88% to 93%) and identified a smaller proportion of patients than the revised Bethesda criteria as those who should undergo additional molecular or immunohistochemical testing (11% vs 50%). CONCLUSION: MMRpredict was the best-performing model for identifying colorectal cancer patients who are at high risk of carrying a DNA mismatch repair gene mutation and thus should be screened for Lynch syndrome.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms/complications , DNA Mismatch Repair/genetics , Models, Statistical , Mutation , Aged , Canada/epidemiology , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/pathology , Colorectal Neoplasms, Hereditary Nonpolyposis/epidemiology , Colorectal Neoplasms, Hereditary Nonpolyposis/pathology , Female , Genetic Testing/methods , Humans , Male , Middle Aged , Predictive Value of Tests , ROC Curve , Reproducibility of Results , Risk Assessment , Risk Factors
10.
Carcinogenesis ; 28(12): 2575-80, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17942459

ABSTRACT

The most important indicator of colorectal cancer (CRC) risk is the presence of family history of the disease. Inherited genetic changes, such as single nucleotide polymorphisms, in key candidate genes may contribute to CRC risk. We investigated whether promoter polymorphisms in DNA mismatch repair (MMR) genes MSH2 and MSH6 are associated with the risk of CRC. We genotyped 929 CRC patients and 1098 control subjects from Ontario, and 467 patients and 344 controls from Newfoundland and Labrador, for two promoter polymorphisms in the MMR genes MSH2 and MSH6 using the fluorogenic 5' nuclease assay. We used unconditional logistic regression to evaluate the association between each polymorphism and CRC after adjusting for age and sex. The associations between polymorphisms and tumor clinicopathological features were evaluated with a Pearson's chi-squared test or Fisher's exact test. All statistical tests were two sided. We observed strong associations between the MSH2 -118T>C polymorphism and family history of CRC based on the Amsterdam criteria I (P = 0.005) and Amsterdam criteria I and II (P = 0.036) among cases from Ontario. This association was especially evident among female CRC patients in Ontario (for Amsterdam criteria I, and I and II combined, P = 0.003 and P = 0.0001, respectively). The MSH2 -118T>C polymorphism was associated with strong family history of CRC in Ontario patients.


Subject(s)
Colorectal Neoplasms/genetics , DNA-Binding Proteins/genetics , Genetic Predisposition to Disease , MutS Homolog 2 Protein/genetics , Polymorphism, Single Nucleotide , Adult , Aged , Case-Control Studies , Female , Humans , Male , Middle Aged , MutS Homolog 3 Protein , Newfoundland and Labrador , Ontario , Promoter Regions, Genetic
11.
Clin Cancer Res ; 13(13): 3783-8, 2007 Jul 01.
Article in English | MEDLINE | ID: mdl-17606708

ABSTRACT

PURPOSE: Lynch syndrome is a cancer predisposition syndrome which includes colon cancer. It is caused by inherited defects in DNA mismatch repair genes. Sporadic colon cancers are influenced by exogenous hormones (e.g., postmenopausal hormones); we hypothesized that polymorphisms which influence endogenous hormones would therefore modify age at colon cancer onset among Lynch syndrome mutation carriers. EXPERIMENTAL DESIGN: We genotyped 146 Caucasian Lynch syndrome mutation carriers for a 5'-untranslated region polymorphism in cytochrome P450 17A1 (CYP17; c.-34T-->C) and an exon 4 polymorphism in catechol O-methyltransferase (COMT; c.472G-->A); 50 mutation carriers had developed colon or rectal cancer at last contact. We used chi(2) tests to assess differences in counts. Kaplan-Meier survival curves and Cox proportional hazard models assessed age at onset of colorectal cancer stratified by CYP17 and COMT genotypes. RESULTS: Homozygous carriers of the CYP17 C allele were diagnosed with colorectal cancer 18 years earlier than homozygous carriers of the T allele. Hazard ratios identified that, relative to homozygous carriers of the T allele (T/T), carriers of one copy (T/C) and two copies (C/C) of the rare allele were, respectively, at 1.9-fold and 2.9-fold increased the risk of colon cancer at any age. The COMT rare allele suggested a nonstatistically significant trend of decreased colon cancer risk. CONCLUSIONS: This study showed that a polymorphism in CYP17 (c.-34T-->C) modifies age at onset of Lynch syndrome. Because of the high risk of colorectal cancer among this group, knowledge of the CYP17 genotype is warranted for genetic counseling and risk assessment. Future work should assess polymorphisms associated with steroid hormones in Lynch syndrome mutation carriers.


Subject(s)
Catechol O-Methyltransferase/genetics , Colonic Neoplasms/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Polymorphism, Genetic , Steroid 17-alpha-Hydroxylase/genetics , Adult , Age of Onset , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Newfoundland and Labrador , Treatment Outcome
12.
Hum Mutat ; 28(7): 669-73, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17347989

ABSTRACT

Mutations in some mismatch repair (MMR) genes are associated with Lynch syndrome (LS; also called hereditary nonpolyposis colorectal cancer [HNPCC]), an autosomal dominant cancer susceptibility syndrome. Colorectal cancer (CRC) is the most frequent cancer observed in LS. However, tumors occur at a variety of extracolonic sites and individuals may have multiple primary cancers. LS is the most common hereditary form of CRC, accounting for approximately 1% of all CRC. Since the first account of mutations in MSH2 causing this cancer susceptibility syndrome in 1993, mutations in three additional MMR genes, MLH1, MSH6, and PMS2, have been shown to cause LS. More than 1,500 different variants have been identified in these four genes and approximately 80% of the alterations have been identified in MLH1 and MSH2. There have been a few previous attempts to systematically record MMR variants associated with LS patients; however, they were not complete nor were they continuously updated. Thus, it was our goal to generate and maintain a comprehensive catalogue of MMR variants from genes known to be mutated in LS (http://www.med.mun.ca/MMRvariants; last accessed 8 February 2007). Providing such a resource should aid investigators in understanding the significance of the variants.


Subject(s)
Base Pair Mismatch/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Databases, Genetic , Humans , Mutation
13.
IEEE Trans Inf Technol Biomed ; 10(3): 581-7, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16871728

ABSTRACT

Colorectal cancer (CRC) is one of the most common fatal cancers in developed countries and represents a significant public-health issue. About 3%-5% of patients with CRC have hereditary nonpolyposis colorectal cancer (HNPCC). Cancer morbidity and mortality can be reduced if early and intensive screening is pursued. However, despite advances in screening, population-wide genetic screening for HNPCC is not currently considered feasible due to its complexity and expense. If the risk of a family having HNPCC can be identified/assessed, then only the high-risk fraction of the population would undergo intensive screening. This identification is currently performed by a genetic counselor/physician who makes the decision based on some pre-defined criteria. Here, we report on a system to identify the risk of a family having HNPCC based on its history. We compare artificial neural networks and statistical approaches for assessing the risk of a family having HNPCC and discuss the experimental results obtained by these two approaches.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis/epidemiology , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Diagnosis, Computer-Assisted/methods , Genetic Predisposition to Disease/epidemiology , Genetic Predisposition to Disease/genetics , Genetic Testing/methods , Risk Assessment/methods , Algorithms , Artificial Intelligence , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Family , Humans , Pattern Recognition, Automated/methods , Pedigree , Risk Factors , United Kingdom/epidemiology
14.
Clin Cancer Res ; 11(19 Pt 1): 6853-61, 2005 Oct 01.
Article in English | MEDLINE | ID: mdl-16203774

ABSTRACT

PURPOSE: Newfoundland has one of the highest rates of colorectal cancer in North America. The most common hereditary form of colorectal cancer is hereditary nonpolyposis colorectal cancer caused by mutations in genes involved in mismatch repair. Our purpose was to determine the proportion of hereditary colorectal cancer and to determine the genetic basis of disease in both population and clinically referred cohorts from Newfoundland. EXPERIMENTAL DESIGN: Seventy-eight colorectal cancer patients were accrued over a 2-year period from the Avalon Peninsula of Newfoundland. We also examined 31 hereditary nonpolyposis colorectal cancer-like families, which had been referred to the Provincial Medical Genetics Program. Tumors from probands were tested by immunohistochemistry for deficiencies in MLH1, MSH2, and MSH6 proteins and tested for DNA microsatellite instability. Mutation analyses of MLH1, MSH2, and MSH6 were undertaken by direct sequencing and an assay to detect deletions, amplifications, and rearrangements in MSH2 and MLH1. RESULTS: We identified eight population-based families that fulfill the Amsterdam I or II criteria, 4 (50%) of which seem to have hereditary cancer not attributable to the most commonly mutated mismatch repair genes. In addition, in 16 of 21 (76%) referred families fulfilling Amsterdam I or II criteria, no mutations were found in the three most commonly altered mismatch repair genes, and tumor analyses corroborated these findings. CONCLUSIONS: It seems that strong and novel genetic causes of hereditary colorectal cancer are responsible for a high proportion of colorectal cancer in this population. Conditions are suitable for the identification of these genes by linkage studies of large Newfoundland cancer families.


Subject(s)
Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/genetics , Genetic Linkage , Genetic Predisposition to Disease , Adaptor Proteins, Signal Transducing , Adult , Age Factors , Aged , Base Pair Mismatch , Carrier Proteins/genetics , Cohort Studies , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , DNA Methylation , DNA Repair , DNA-Binding Proteins/genetics , Female , Genetic Variation , Humans , Immunohistochemistry , Male , Microsatellite Repeats , Middle Aged , Models, Genetic , MutL Protein Homolog 1 , MutS Homolog 2 Protein/genetics , Mutation , Newfoundland and Labrador , Nuclear Proteins/genetics , Promoter Regions, Genetic , Sequence Analysis, DNA , Time Factors
15.
Am J Hum Genet ; 74(5): 1064-73, 2004 May.
Article in English | MEDLINE | ID: mdl-15060842

ABSTRACT

Hereditary sensory and autonomic neuropathy (HSAN) type II is an autosomal recessive disorder characterized by impairment of pain, temperature, and touch sensation owing to reduction or absence of peripheral sensory neurons. We identified two large pedigrees segregating the disorder in an isolated population living in Newfoundland and performed a 5-cM genome scan. Linkage analysis identified a locus mapping to 12p13.33 with a maximum LOD score of 8.4. Haplotype sharing defined a candidate interval of 1.06 Mb containing all or part of seven annotated genes, sequencing of which failed to detect causative mutations. Comparative genomics revealed a conserved ORF corresponding to a novel gene in which we found three different truncating mutations among five families including patients from rural Quebec and Nova Scotia. This gene, termed "HSN2," consists of a single exon located within intron 8 of the PRKWNK1 gene and is transcribed from the same strand. The HSN2 protein may play a role in the development and/or maintenance of peripheral sensory neurons or their supporting Schwann cells.


Subject(s)
Chromosomes, Human, Pair 12 , Genetic Linkage , Hereditary Sensory and Autonomic Neuropathies/genetics , Mutation/genetics , Nerve Tissue Proteins/genetics , Amino Acid Sequence , Base Sequence , Chromosome Mapping , Chromosomes, Human, Pair 12/genetics , Consanguinity , Family , Female , Genetic Markers , Humans , Lod Score , Male , Microsatellite Repeats , Molecular Sequence Data , Newfoundland and Labrador , Open Reading Frames , Pedigree , Sequence Homology, Amino Acid , Sequence Homology, Nucleic Acid
16.
Conf Proc IEEE Eng Med Biol Soc ; 2004: 3229-32, 2004.
Article in English | MEDLINE | ID: mdl-17270968

ABSTRACT

Colorectal cancer (CRC) is one of the most common fatal cancers in developed countries and represents a significant public-health issue. About 3-5% of patients with CRC have hereditary non-polyposis colorectal cancer (HNPCC). Cancer morbidity and mortality can be reduced if early and intensive screening is pursued. But, despite advances in screening, population-wide genetic screening for HNPCC is not currently considered feasible due to its complexity and expense. If we can identify/assess the risk of a family having HNPCC, then only a fraction of the population will undergo intensive screening. This identification is currently performed by a genetic counsellor/physician who makes the decision based on some pre-defined criteria. The risk estimation by employing some mathematical methods, such as logistic regression, has also been reported. Our aim is to investigate the use of artificial intelligence techniques for genetic risk assessment. In this paper we summarize current knowledge on HNPCC and introduce the pedigree database used. Then we describe the system developed for HNPCC-risk assessment, which is based on analysing the pedigree data using self-organizing maps. The experimental evaluation shows good classification results.

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