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1.
J Natl Cancer Inst ; 109(4)2017 04 01.
Article in English | MEDLINE | ID: mdl-28376164

ABSTRACT

Background: There is a need for markers that can specifically identify individuals at increased risk of harboring aggressive forms of prostate cancer (PCa). Methods: We surveyed the Kallikrein ( KLK ) region ( KLK 1-15) for single-nucleotide polymorphisms (SNPs) associated with aggressive PCa (Gleason Score ≥ 8) in 1858 PCa patients. Discovery cohorts (Swiss arm of the European Randomized Study of Screening for PCa, n = 379; Toronto, Canada, n = 540) and a validation cohort (Prostate, Lung, Colorectal and Ovarian [PLCO] screening trial, n = 939) were analyzed. Fine-mapping within the KLK region was carried out by genotyping and imputation in the discovery cohort, whereas PLCO data were provided through database of Genotypes and Phenotypes ( dbGaP ). The influence of SNPs of interest on biochemical-free survival was evaluated in a cohort of localized PCa from the International Cancer Genome Consortium (ICGC; n = 130) analyzed with next-generation sequencing. Single- and multi-SNP association studies, as well as haplotype analyses, were performed. All statistical tests were two-sided. Results: Several SNPs in very strong linkage disequilibrium in the KLK 6 region and located within the same haplotype (rs113640578, rs79324425, rs11666929, rs28384475, rs3810287), identified individuals at increased risk of aggressive PCa in both discovery (odds ratio [OR] = 3.51-3.64, 95% confidence interval [CI] = 2.01 to 6.36, P = 1.0x10 -5 -8.4x10 -6 ) and validation (OR = 1.89-1.96, 95% CI = 0.99 to 3.71, P = .04-.05) cohorts. The overall test of haplotype association was highly statistically significant in each cohort ( P = 3.5x10 -4 and .006, respectively) and in the three data sets combined ( P = 2.3x10 -5 ). These germline SNPs independently predicted relapse in the ICGC cohort (hazard ratio = 3.15, 95% CI = 1.57 to 6.34, P = .001). Conclusions: Our fine-mapping study has identified novel loci in the KLK 6 region strongly associated with aggressive PCa.


Subject(s)
Genetic Predisposition to Disease , Kallikreins/genetics , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Aged , Chromosome Mapping , Disease-Free Survival , Germ-Line Mutation , Haplotypes , Humans , Male , Middle Aged , Neoplasm Grading , Polymorphism, Single Nucleotide
2.
Ann Appl Stat ; 10(2): 786-811, 2016 Jun.
Article in English | MEDLINE | ID: mdl-33907591

ABSTRACT

The analysis of GWAS data has long been restricted to simple models that cannot fully capture the genetic architecture of complex human diseases. As a shift from standard approaches, we propose here a general statistical framework for multi-SNP analysis of GWAS data based on a Bayesian graphical model. Our goal is to develop a general approach applicable to a wide range of genetic association problems, including GWAS and fine-mapping studies, and, more specifically, be able to: (1) Assess the joint effect of multiple SNPs that can be linked or unlinked and interact or not; (2) Explore the multi-SNP model space efficiently using the Mode Oriented Stochastic Search (MOSS) algorithm and determine the best models. We illustrate our new methodology with an application to the CGEM breast cancer GWAS data. Our algorithm selected several SNPs embedded in multi-locus models with high posterior probabilities. Most of the SNPs selected have a biological relevance. Interestingly, several of them have never been detected in standard single-SNP analyses. Finally, our approach has been implemented in the open source R package genMOSS.

3.
J Gastrointest Cancer ; 46(4): 370-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26307111

ABSTRACT

BACKGROUND: Reported associations of ACE polymorphisms with gastric cancer have been inconsistent, prompting a meta-analysis of 12 published case-control studies where we estimated risk (odds ratio [OR]). METHODS: We searched MEDLINE through PubMed and EMBASE for suitable articles that had case-control design with gastric cancer as outcome. In this meta-analysis, our overall findings were subjected to modifier analyses (outlier and sensitivity treatments). We also performed subgroup analysis based on ethnicity (German and Japanese) and histological subtype (intestinal and diffuse). RESULTS: Significance of the protective effects among homozygote carriers of the II genotype (OR 0.54-0.63, P = 0.01-0.02) disappeared with outlier analysis (OR 0.81-0.88, P = 0.12-0.14). Among DD homozygotes, this treatment altered the direction of association from weak protection (OR 0.95-0.96, P = 0.79-0.82) to increased risk (OR 1.13-1.19, P = 0.14-0.16). No significant associations were observed among ID genotype carriers (OR 0.91-0.94, P = 0.69-0.72). Japanese pooled effects varied across the genotype comparisons (OR 0.93-1.06, P = 0.54-0.72). Sensitivity treatment demonstrated robustness of the II genotype, but not the other two, both in overall and subgroup analyses. Histological subtype analysis yielded protection from intestinal cancer across the comparisons (OR 0.38-0.71, P = 0.15-0.50) but variable results for the diffuse type (OR 0.59-1.32, P = 0.19-0.92). CONCLUSION: In summary, carriers of the ACE II genotype appear to be protected from gastric cancer, regardless of ethnicity or tumor type.


Subject(s)
Gene Deletion , Genetic Predisposition to Disease , Mutagenesis, Insertional/genetics , Peptidyl-Dipeptidase A/genetics , Polymorphism, Genetic/genetics , Stomach Neoplasms/genetics , Case-Control Studies , Humans , Prognosis , Risk Factors
4.
Neurobiol Aging ; 36(4): 1764.e9-1764.e18, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25681989

ABSTRACT

The frequency of amyotrophic lateral sclerosis (ALS) mutations has been extensively investigated in several populations; however, a systematic analysis in Turkish cases has not been reported so far. In this study, we screened 477 ALS patients for mutations, including 116 familial ALS patients from 82 families and 361 sporadic ALS (sALS) cases. Patients were genotyped for C9orf72 (18.3%), SOD1 (12.2%), FUS (5%), TARDBP (3.7%), and UBQLN2 (2.4%) gene mutations, which together account for approximately 40% of familial ALS in Turkey. No SOD1 mutations were detected in sALS patients; however, C9orf72 (3.1%) and UBQLN2 (0.6%) explained 3.7% of sALS in the population. Exome sequencing revealed mutations in OPTN, SPG11, DJ1, PLEKHG5, SYNE1, TRPM7, and SQSTM1 genes, many of them novel. The spectrum of mutations reflect both the distinct genetic background and the heterogeneous nature of the Turkish ALS population.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Genetic Association Studies , Mutation/genetics , Proteins/genetics , RNA-Binding Protein FUS/genetics , Superoxide Dismutase/genetics , Adaptor Proteins, Signal Transducing/genetics , Adolescent , Adult , Aged , Autophagy-Related Proteins , C9orf72 Protein , Cell Cycle Proteins/genetics , Cytoskeletal Proteins , DNA-Binding Proteins/genetics , Exome/genetics , Female , Guanine Nucleotide Exchange Factors/genetics , Humans , Intracellular Signaling Peptides and Proteins/genetics , Male , Membrane Transport Proteins , Middle Aged , Nerve Tissue Proteins/genetics , Nuclear Proteins/genetics , Oncogene Proteins/genetics , Protein Deglycase DJ-1 , Protein Serine-Threonine Kinases/genetics , Sequestosome-1 Protein , Superoxide Dismutase-1 , TRPM Cation Channels/genetics , Transcription Factor TFIIIA/genetics , Turkey , Ubiquitins/genetics , Young Adult
5.
Hum Hered ; 78(3-4): 140-52, 2014.
Article in English | MEDLINE | ID: mdl-25342289

ABSTRACT

BACKGROUND/AIMS: Gene network analysis can be a very valuable approach for elucidating complex dependence between functional SNPs in a candidate genetic pathway and for assessing their association with a disease of interest. Even when the number of SNPs evaluated is relatively small (<20), the number of potential gene networks induced by the SNPs can be very large and the contingency tables representing their joint distribution very sparse. METHODS: In this paper, we propose a Bayesian model determination for gene network analysis using decomposable discrete graphical models combined with Reversible Jump Markov chain Monte Carlo. We show the application of this approach in a study of 13 SNPs in the DNA repair pathway and their association with breast cancer from a case-control study conducted in Ontario, Canada. RESULTS: The strength of associations among the SNPs and between the SNPs and the disease status is evaluated by computing the posterior probability of any pair of variables. The corresponding gene network is reconstructed by retaining pair-wise associations with the highest posterior probabilities. In our real data analysis, we found evidence for a particular association between one SNP in the gene POLL and the disease status and also several interesting patterns of association between the SNPs themselves. CONCLUSION: This general statistical framework could serve as a basis for prioritizing genes and SNPs that play a major role in breast cancer etiology and to better understand their complex interactions in a specific genetic pathway.


Subject(s)
Bayes Theorem , Breast Neoplasms/genetics , Gene Regulatory Networks , Models, Statistical , Breast Neoplasms/epidemiology , Case-Control Studies , DNA Repair/genetics , Humans , Ontario/epidemiology , Polymorphism, Single Nucleotide
6.
Breast J ; 20(5): 468-80, 2014.
Article in English | MEDLINE | ID: mdl-25052559

ABSTRACT

Cigarette smoking is strongly associated with various diseases including many cancers; however, evidence regarding breast cancer risk remains inconclusive with some studies reporting no association, and others an increased risk with long duration and early initiation of smoking. Genetic variation in carcinogen-metabolizing enzymes may modify these associations. Breast cancer cases were identified from the Ontario Cancer Registry (OCR) during 2003-2004 and population controls through random digit dialing methods. All subjects completed self-administered questionnaires. Subsequently, saliva samples were obtained from cases (N = 1,776) and controls (N = 1,839) for deoxyribonucleic acid (DNA) extraction. Multivariate logistic regression was used to estimate odds ratio (OR) and 95% confidence intervals (CI) for active smoking variables, and interactions were assessed between smoking and 36 carcinogen-metabolizing candidate gene variants. No statistically significant association was found between active smoking and breast cancer risk among all women nor when stratified by menopausal status; however, nonsignificant increased premenopausal breast cancer risk was observed among current smokers and women smoking before first pregnancy. Several statistically significant interactions were observed between smoking and genetic variants (CYP1A2 1548C>T, CYP1A1 3801T>C, CYP1B1 4326G>C, NAT1 c.-85-1014T>A, UGT1A7 W208R 622T>C, SOD2 c.47T>C, GSTT1 deletion). However, in analyses stratified by these genotypes, smoking ORs had wide confidence intervals (and with few exceptions included 1.0) making interpretations difficult. Active smoking was not associated with breast cancer risk, although several significant interactions were observed between smoking, carcinogen-metabolizing genetic variants, and breast cancer risk.


Subject(s)
Breast Neoplasms/epidemiology , Menopause , Smoking/adverse effects , Adult , Aged , Breast Neoplasms/etiology , Breast Neoplasms/genetics , Carcinogens/metabolism , Case-Control Studies , Cytochrome P-450 Enzyme System/metabolism , Female , Genetic Markers , Genotype , Humans , Middle Aged , Ontario/epidemiology , Registries , Risk Factors , Surveys and Questionnaires
7.
J Gastrointest Cancer ; 45(3): 334-41, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24756832

ABSTRACT

BACKGROUND: Reported associations of capsaicin with gastric cancer development have been conflicting. Here, we examine 10 published articles that explore these associations using 2,452 cases and 3,996 controls. METHODS: We used multiple search strategies in MEDLINE through PubMed to seek for suitable articles that had case-control design with gastric cancer as outcome. RESULTS: The outcomes of our study shows protection (odds ratio [OR] 0.55, P = 0.003) and susceptibility (OR 1.94, P = 0.0004), both significant with low and medium-high intake of capsaicin, respectively, although under relatively heterogeneous conditions (P(heterogeneity) = <0.0001). Outlier analysis resulted in loss of overall heterogeneity (P = 0.14) without affecting the pooled ORs. Among the subgroups, low intake elicited protection in both Korean (OR 0.37) and Mexican (OR 0.63) populations while high intake rendered these subgroups susceptible (OR 2.96 and OR 1.57, respectively). These subgroup values were highly significant (P = 0.0001-0.01) obtained in heterogeneous conditions (P(heterogeneity) < 0.0001-0.04). The homogeneous (P(heterogeneity) = 0.27-0.37) H. pylori (OR 0.60 and 1.69) effects were highly significant (P < 0.001) in the low and medium-high intake analyses, respectively. Given outcomes from the tests of interaction, high capsaicin intake is significantly different from the protection that low consumption offers. CONCLUSIONS: This meta-analysis implies moderation in capsaicin consumption in order to derive its protective benefits.


Subject(s)
Anticarcinogenic Agents/adverse effects , Capsaicin/adverse effects , Stomach Neoplasms/epidemiology , Animals , Anticarcinogenic Agents/administration & dosage , Anticarcinogenic Agents/pharmacology , Apoptosis/drug effects , Asia/epidemiology , Capsaicin/administration & dosage , Capsaicin/pharmacology , Capsicum , Cell Line, Tumor , Cell Transformation, Neoplastic/drug effects , Diet , Disease Susceptibility , Dose-Response Relationship, Drug , Gastric Mucosa/drug effects , Gastritis/epidemiology , Gastritis/microbiology , Gene Expression Regulation/drug effects , Helicobacter Infections/epidemiology , Helicobacter pylori/pathogenicity , Humans , Life Style , Malaysia/epidemiology , Research Design , Risk , Stomach Neoplasms/chemically induced , Stomach Neoplasms/microbiology , Stomach Neoplasms/prevention & control
8.
PLoS One ; 8(8): e72381, 2013.
Article in English | MEDLINE | ID: mdl-23991104

ABSTRACT

The genome-wide presence of copy number variations (CNVs), which was shown to affect the expression and function of genes, has been recently suggested to confer risk for various human disorders, including Amyotrophic Lateral Sclerosis (ALS). We have performed a genome-wide CNV analysis using PennCNV tool and 733K GWAS data of 117 Turkish ALS patients and 109 matched healthy controls. Case-control association analyses have implicated the presence of both common (>5%) and rare (<5%) CNVs in the Turkish population. In the framework of this study, we identified several common and rare loci that may have an impact on ALS pathogenesis. None of the CNVs associated has been implicated in ALS before, but some have been reported in different types of cancers and autism. The most significant associations were shown for 41 kb and 15 kb intergenic heterozygous deletions (Chr11: 50,545,009-50,586,426 and Chr19: 20,860,930-20,875,787) both contributing to increased risk for ALS. CNVs in coding regions of the MAP4K3, HLA-B, EPHA3 and DPYD genes were detected however, after validation by Log R Ratio (LRR) values and TaqMan CNV genotyping, only EPHA3 deletion remained as a potential protective factor for ALS (p = 0.0065024). Based on the knowledge that EPHA4 has been previously shown to rescue SOD1 transgenic mice from ALS phenotype and prolongs survival, EPHA3 may be a promising candidate for therepuetic interventions.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Gene Deletion , Gene Dosage , Genome, Human , Receptor Protein-Tyrosine Kinases/genetics , Case-Control Studies , Humans , Polymerase Chain Reaction , Receptor, EphA3 , Turkey
9.
Cancer Epidemiol Biomarkers Prev ; 22(9): 1547-56, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23853209

ABSTRACT

BACKGROUND: The effects of low-dose medical radiation on breast cancer risk are uncertain, and few studies have included genetically susceptible women, such as those who carry germline BRCA1 and BRCA2 mutations. METHODS: We studied 454 BRCA1 and 273 BRCA2 mutation carriers ages younger than 50 years from three breast cancer family registries in the United States, Canada, and Australia/New Zealand. We estimated breast cancer risk associated with diagnostic chest X-rays by comparing mutation carriers with breast cancer (cases) with those without breast cancer (controls). Exposure to chest X-rays was self-reported. Mammograms were not considered in the analysis. RESULTS: After adjusting for known risk factors for breast cancer, the ORs for a history of diagnostic chest X-rays, excluding those for tuberculosis or pneumonia, were 1.16 [95% confidence interval (CI), 0.64-2.11] for BRCA1 mutations carriers and 1.22 (95% CI, 0.62-2.42) for BRCA2 mutations carriers. The OR was statistically elevated for BRCA2 mutation carriers with three to five diagnostic chest X-rays (P = 0.01) but not for those with six or more chest X-rays. Few women reported chest fluoroscopy for tuberculosis or chest X-rays for pneumonia; the OR estimates were elevated, but not statistically significant, for BRCA1 mutation carriers. CONCLUSIONS: Our findings do not support a positive association between diagnostic chest X-rays and breast cancer risk before the ages of 50 years for BRCA1 or BRCA2 mutation carriers. IMPACT: Given the increasing use of diagnostic imaging involving higher ionizing radiation doses, further studies of genetically predisposed women are warranted.


Subject(s)
Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Genes, BRCA1 , Genes, BRCA2 , Radiography, Thoracic/statistics & numerical data , Adult , Australia/epidemiology , Breast Neoplasms/diagnostic imaging , Canada/epidemiology , Diagnostic Tests, Routine , Female , Genetic Predisposition to Disease , Humans , Middle Aged , Mutation , New Zealand/epidemiology , Risk Assessment , Risk Factors , United States/epidemiology
10.
PLoS One ; 8(5): e62468, 2013.
Article in English | MEDLINE | ID: mdl-23704879

ABSTRACT

Mutations in BRCA1 and BRCA2 are responsible for a large proportion of breast-ovarian cancer families. Protein-truncating mutations have been effectively used in the clinical management of familial breast cancer due to their deleterious impact on protein function. However, the majority of missense variants identified throughout the genes continue to pose an obstacle for predictive informative testing due to low frequency and lack of information on how they affect BRCA1/2 function. Phosphorylation of BRCA1 and BRCA2 play an important role in their function as regulators of DNA repair, transcription and cell cycle in response to DNA damage but whether missense variants of uncertain significance (VUS) are able to disrupt this important process is not known. Here we employed a novel approach using NetworKIN which predicts in vivo kinase-substrate relationship, and evolutionary conservation algorithms SIFT, PolyPhen and Align-GVGD. We evaluated whether 191 BRCA1 and 43 BRCA2 VUS from the Breast Cancer Information Core (BIC) database can functionally alter the consensus phosphorylation motifs and abolish kinase recognition and binding to sites known to be phosphorylated in vivo. Our results show that 13.09% (25/191) BRCA1 and 13.95% (6/43) BRCA2 VUS altered the phosphorylation of BRCA1 and BRCA2. We highlight six BRCA1 (K309T, S632N, S1143F, Q1144H, Q1281P, S1542C) and three BRCA2 (S196I, T207A, P3292L) VUS as potentially clinically significant. These occurred rarely (n<2 in BIC), mutated evolutionarily conserved residues and abolished kinase binding to motifs established in the literature involved in DNA repair, cell cycle regulation, transcription or response to DNA damage. Additionally in vivo phosphorylation sites identified via through-put methods are also affected by VUS and are attractive targets for studying their biological and functional significance. We propose that rare VUS affecting phosphorylation may be a novel and important mechanism for which BRCA1 and BRCA2 functions are disrupted in breast cancer.


Subject(s)
BRCA1 Protein/genetics , BRCA1 Protein/metabolism , BRCA2 Protein/genetics , BRCA2 Protein/metabolism , Mutation, Missense/genetics , Amino Acid Motifs , Amino Acid Sequence , BRCA1 Protein/chemistry , BRCA2 Protein/chemistry , Conserved Sequence/genetics , Evolution, Molecular , Humans , Molecular Sequence Data , Phosphorylation , Phylogeny , Sequence Alignment , Software
11.
PLoS One ; 8(1): e53042, 2013.
Article in English | MEDLINE | ID: mdl-23301017

ABSTRACT

Schizophrenia is one of the most common and complex neuropsychiatric disorders, which is contributed both by genetic and environmental exposures. Recently, it is shown that NRG1-mediated ErbB4 signalling regulates many important cellular and molecular processes such as cellular growth, differentiation and death, particularly in myelin-producing cells, glia and neurons. Recent association studies have revealed genomic regions of NRG1 and ERBB4, which are significantly associated with risk of developing schizophrenia; however, inconsistencies exist in terms of validation of findings between distinct populations. In this study, we aim to validate the previously identified regions and to discover novel haplotypes of NRG1 and ERBB4 using logistic regression models and Haploview analyses in three independent datasets from GWAS conducted on European subjects, namely, CATIE, GAIN and nonGAIN. We identified a significant 6-kb block in ERBB4 between chromosome locations 212,156,823 and 212,162,848 in CATIE and GAIN datasets (p = 0.0206 and 0.0095, respectively). In NRG1, a significant 25-kb block, between 32,291,552 and 32,317,192, was associated with risk of schizophrenia in all CATIE, GAIN, and nonGAIN datasets (p = 0.0005, 0.0589, and 0.0143, respectively). Fine mapping and FastSNP analysis of genetic variation located within significantly associated regions proved the presence of binding sites for several transcription factors such as SRY, SOX5, CEPB, and ETS1. In this study, we have discovered and validated haplotypes of ERBB4 and NRG1 in three independent European populations. These findings suggest that these haplotypes play an important role in the development of schizophrenia by affecting transcription factor binding affinity.


Subject(s)
ErbB Receptors/genetics , Genome-Wide Association Study , Neuregulin-1/genetics , Schizophrenia/genetics , Alleles , Binding Sites , Chromosome Mapping/methods , Databases, Genetic , Exons , Female , Genetic Variation , Genotype , Haplotypes , Humans , Male , Receptor, ErbB-4 , Signal Transduction
12.
Int J Colorectal Dis ; 28(7): 925-32, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23322534

ABSTRACT

PURPOSE: Inconsistency of reported associations between the C1420T polymorphism in the cytosolic serine hydroxymethyltransferase (SHMT1) gene and colorectal cancer (CRC) prompted us to undertake a meta-analysis. METHODS: We conducted searches of published literature in MEDLINE through PubMed up to April 2012. Individual data on 5,043 cases and 6,311 controls from 15 published case-control studies were evaluated. Meta-analyses were performed on the compiled dataset. RESULTS: In the overall analysis, association was lacking between the C1420T polymorphism and CRC risk (odds ratio [OR] 0.96-1.04, p = 0.47-0.77), materially unchanged when reanalyzed without the Hardy-Weinberg equilibrium-deviating studies (OR 1.03-1.09, p = 0.22-0.55) or subjected to outlier treatment (OR 0.89-0.99, p = 0.10-0.8). In the ethnic subgroups, Europeans were susceptible (OR 1.11-1.17, p = 0.13-0.48) and Americans, slightly protected (OR 0.86-0.87, p = 0.49-0.61). The increased risk effects, however, became null following outlier treatment (OR 0.95-1.06). Test for interaction between decreased risk associations in the low-folate subgroup (OR 0.60-0.85, p = 0.009-0.03) with the susceptible effects in the high-folate category (OR 1.14-1.22, p = 0.19-0.32) was significant (p interaction = 0.004). CONCLUSIONS: Overall summary estimates imply no associations but suggest geography-specific effects of the SHMT1 polymorphism that render Europeans susceptible, but not Americans. Folate status appears to show an inverse association of this polymorphism with CRC.


Subject(s)
Colorectal Neoplasms/enzymology , Colorectal Neoplasms/genetics , Cytosol/enzymology , Glycine Hydroxymethyltransferase/genetics , Polymorphism, Single Nucleotide/genetics , White People/genetics , Folic Acid/metabolism , Humans , Publication Bias
13.
Proteomics ; 13(5): 771-87, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23319340

ABSTRACT

Using proteomics in tandem with bioinformatics, the secretomes of nonaggressive and aggressive thyroid carcinoma (TC) cell lines were analyzed to detect potential biomarkers for tumor aggressiveness. A panel of nine proteins, activated leukocyte cell adhesion molecule (ALCAM/CD166), tyrosine-protein kinase receptor (AXL), amyloid beta A4 protein, amyloid-like protein 2, heterogeneous nuclear ribonucleoprotein K, phosphoglycerate kinase 1, pyruvate kinase isozyme M2, phosphatase 2A inhibitor (SET), and protein kinase C inhibitor protein 1 (14-3-3 zeta) was chosen to confirm their expression in TC patients' sera and tissues. Increased presurgical circulating levels of ALCAM were associated with aggressive tumors (p = 0.04) and presence of lymph node metastasis (p = 0.018). Increased serum AXL levels were associated with extrathyroidal extension (p = 0.027). Furthermore, differential expression of amyloid beta A4 protein, AXL, heterogeneous nuclear ribonucleoprotein K, phosphoglycerate kinase 1, pyruvate kinase muscle isozyme M2, and SET was observed in TC tissues compared to benign nodules. Decreased nuclear expression of AXL can detect malignancy with 90% specificity and 100% sensitivity (AUC = 0.995, p < 0.001). In conclusion, some of these proteins show potential for future development as serum and/or tissue-based biomarkers for TC and warrant further investigation in a large cohort of patients.


Subject(s)
Biomarkers, Tumor/analysis , Neoplasm Proteins/analysis , Neoplasm Proteins/metabolism , Thyroid Neoplasms/metabolism , Adult , Biomarkers, Tumor/blood , Blotting, Western , Cell Line, Tumor , Computational Biology , Female , Humans , Immunohistochemistry , Male , Middle Aged , Neoplasm Proteins/blood , Neoplasm Proteins/isolation & purification , Proteomics , Tandem Mass Spectrometry , Thyroid Gland/chemistry , Thyroid Neoplasms/blood , Thyroid Neoplasms/chemistry , Thyroid Neoplasms/pathology
14.
Breast Cancer Res Treat ; 137(2): 553-8, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23225146

ABSTRACT

Inconsistency of reported associations between the Pro919Ser polymorphism in the BRCA1 interacting protein 1 (BRIP1) gene and breast cancer prompted us to undertake a meta-analysis. Although investigated by fewer studies, we have also studied the risk associated with the two additional BRIP1 polymorphisms, C47G and G64A, and breast cancer riskWe conducted searches of the published literature in MEDLINE through PubMed up to October 2012. Individual data on 5,122 cases and 5,735 controls from eight published case-control studies were evaluated for the Pro919Ser polymorphism. Accordingly, C47G and G64A polymorphisms were studied in 1,539 cases and 1,183 controls, and 667 and 782, respectively.In the overall analysis, association was lacking between the Pro919Ser polymorphism and breast cancer risk (odds ratio [OR] 0.98-1.02), materially unchanged when confined to subjects of European ancestry (OR 0.96-1.03) or even in the high-powered studies (OR 0.97-1.03). In the menopausal subgroups, premenopausal women followed the null pattern (OR 0.94-0.98) for the Pro and Ser allele contrasts, but not for the Pro-Ser genotype comparison where significant increased risk was observed (OR 1.39, P = 0.002). The postmenopausal women (>50 years) exhibited a range of pooled effects from protection (OR 0.83, P = 0.11) in the Pro-Ser genotype to slightly increased risk (OR 1.12-1.16, P = 0.28-0.42) in the Pro and Ser allele comparisons. The G64A polymorphism effects were essentially null (OR 0.90-0.98), but C47G was found to confer non-significantly increased risk under all genetic models (OR 1.27-1.40).Upon conclusion, overall summary estimates imply no associations but suggest susceptibility among carriers of the C47G polymorphism and Pro-Ser genotype in premenopausal women. The premenopausal findings and variable outcomes in postmenopausal women require more studies for confirmation.


Subject(s)
Breast Neoplasms/genetics , DNA-Binding Proteins/genetics , Genetic Predisposition to Disease , Polymorphism, Genetic , RNA Helicases/genetics , Case-Control Studies , Fanconi Anemia Complementation Group Proteins , Female , Humans , Menopause/genetics , Premenopause , White People/genetics
15.
Mol Biol Rep ; 39(12): 11061-72, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23073772

ABSTRACT

The Val762Ala polymorphism poly [ADP-ribose] polymerase 1 (PARP1) gene [ADPRT (adenosine diphosphate ribosyltransferase) gene] affects enzymatic activity, which modulates cancer susceptibility among human populations. Individual data on 13,745 cases and 16,947 controls from 28 published case-control studies were re-evaluated. Odds ratios (OR) were estimated for ethnic group, cancer type, smoking joint effects and studies confined to the Hardy-Weinberg equilibrium. We applied subgroup, sensitivity and outlier analyses as well as the Bonferroni correction for multiple testing. The results show strong evidence that the variant (C) allele confers significant increased risk in the Chinese (OR 1.20-1.44, P < 0.0001-0.002), exacerbated by smoking (OR 1.66-2.53, P < 0.0001) and joint interaction with XRCC1 Arg399Gln (OR 1.39, P < 0.0001) as well as adjustment for tumor type (gastric carcinoma ORs 1.39-2.01, P < 0.0001). These significant effects were unaltered following conservative correction for multiple tests. By contrast, this procedure erased the protective significance in Caucasians, but not in two American subgroups, (i) those in the brain tumor category (0.77-0.79, P < 0.0001) and (ii) smokers in the dominant model (OR 0.86, P < 0.0001). These differential findings between the two ethnicities maybe correlated with significantly (P < 0.0001) greater allele frequency of the variant allele (C) among the Chinese compared to Caucasians. Our racial and tissue-specific summary estimates imply consideration of the Val762Ala polymorphism as candidate gene marker for screening cancer patients' best suited for PARP inhibitor therapy.


Subject(s)
Genetic Association Studies , Genetic Predisposition to Disease , Neoplasms/genetics , Organ Specificity/genetics , Poly(ADP-ribose) Polymerases/genetics , Polymorphism, Single Nucleotide/genetics , Racial Groups/genetics , Alleles , Amino Acid Substitution/genetics , Asian People/genetics , China , Epistasis, Genetic , Humans , Neoplasms/enzymology , Neoplasms/etiology , Poly (ADP-Ribose) Polymerase-1 , Publication Bias , White People/genetics
16.
Epigenetics ; 7(9): 1037-45, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22874102

ABSTRACT

DNA methylation plays an important role in carcinogenesis and is being recognized as a promising diagnostic and prognostic biomarker for a variety of malignancies including Prostate cancer (PCa). The human kallikrein-related peptidases (KLKs) have emerged as an important family of cancer biomarkers, with KLK3, encoding for Prostate Specific Antigen, being most recognized. However, few studies have examined the epigenetic regulation of KLKs and its implications to PCa. To assess the biological effect of DNA methylation on KLK6 and KLK10 expression, we treated PC3 and 22RV1 PCa cells with a demethylating drug, 5-aza-2'deoxycytidine, and observed increased expression of both KLKs, establishing that DNA methylation plays a role in regulating gene expression. Subsequently, we have quantified KLK6 and KLK10 DNA methylation levels in two independent cohorts of PCa patients operated by radical prostatectomy between 2007-2011 (Cohort I, n = 150) and 1998-2001 (Cohort II, n = 124). In Cohort I, DNA methylation levels of both KLKs were significantly higher in cancerous tissue vs. normal. Further, we evaluated the relationship between DNA methylation and clinicopathological parameters. KLK6 DNA methylation was significantly associated with pathological stage only in Cohort I while KLK10 DNA methylation was significantly associated with pathological stage in both cohorts. In Cohort II, low KLK10 DNA methylation was associated with biochemical recurrence in univariate and multivariate analyses. A similar trend for KLK6 DNA methylation was observed. The results suggest that KLK6 and KLK10 DNA methylation distinguishes organ confined from locally invasive PCa and may have prognostic value.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Kallikreins/genetics , Prostatic Neoplasms/genetics , Adult , Aged , Case-Control Studies , Epigenesis, Genetic , Genetic Markers , Humans , Kallikreins/metabolism , Male , Middle Aged , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/enzymology
17.
PLoS One ; 7(8): e42956, 2012.
Article in English | MEDLINE | ID: mdl-22916186

ABSTRACT

Expansions of the polyglutamine (polyQ) domain (≥ 34) in Ataxin-2 (ATXN2) are the primary cause of spinocerebellar ataxia type 2 (SCA2). Recent studies reported that intermediate-length (27-33) expansions increase the risk of Amyotrophic Lateral Sclerosis (ALS) in 1-4% of cases in diverse populations. This study investigates the Turkish population with respect to ALS risk, genotyping 158 sporadic, 78 familial patients and 420 neurologically healthy controls. We re-assessed the effect of ATXN2 expansions and extended the analysis for the first time to cover the ATXN2 locus with 18 Single Nucleotide Polymorphisms (SNPs) and their haplotypes. In accordance with other studies, our results confirmed that 31-32 polyQ repeats in the ATXN2 gene are associated with risk of developing ALS in 1.7% of the Turkish ALS cohort (p=0.0172). Additionally, a significant association of a 136 kb haplotype block across the ATXN2 and SH2B3 genes was found in 19.4% of a subset of our ALS cohort and in 10.1% of the controls (p=0.0057, OR: 2.23). ATXN2 and SH2B3 encode proteins that both interact with growth receptor tyrosine kinases. Our novel observations suggest that genotyping of SNPs at this locus may be useful for the study of ALS risk in a high percentage of individuals and that ATXN2 and SH2B3 variants may interact in modulating the disease pathway.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Genetic Predisposition to Disease , Nerve Tissue Proteins/genetics , Proteins/genetics , Adaptor Proteins, Signal Transducing , Ataxins , Case-Control Studies , Cohort Studies , Haplotypes , Humans , Intracellular Signaling Peptides and Proteins , Polymorphism, Single Nucleotide , Risk Factors , Turkey
18.
J Mol Diagn ; 14(5): 467-75, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22874498

ABSTRACT

Individuals and families carrying mutations in BRCA1 and BRCA2 (BRCA1/2) have a markedly elevated risk of developing breast and ovarian cancers. The first-generation of BRCA1/2 mutation analysis targeted only the coding exons and has implicated protein-truncating mutations (indel, nonsense) in BRCA1/2 inactivation. Recently, heritable breast cancers have also been attributed to other exonic mutations (missense, silent) and mutations in introns and untranslated regions. However, analysis of these alterations has been prohibitively laborious and cost intensive, and the proportion of cases carrying mutations in unscreened regions of BRCA1/2 and other predisposition genes is unknown. We have developed and validated a next-generation sequencing (NGS) approach for BRCA1/2 mutation analysis by applying long-range PCR and deep sequencing. Genomic DNA from familial breast cancer patients (N = 12) were screened and NGS successfully identified all 19 distinct (51 total) BRCA1 and 35 distinct (63 total) BRCA2 sequence alterations detectable by the Sanger sequencing, with no false-negative or positive results. In addition, we report the robust detection of variants from introns and untranslated regions. These results illustrate that NGS can provide comprehensive genetic information more quickly, accurately, and at a lower cost than conventional approaches, and we propose NGS to be a more effective method for BRCA1/2 mutational analysis. Advances in NGS will play an important role in enabling molecular diagnostics and personalized treatment of breast and ovarian cancers.


Subject(s)
Breast Neoplasms/genetics , Genes, BRCA1 , Genes, BRCA2 , High-Throughput Nucleotide Sequencing , Polymerase Chain Reaction , Breast Neoplasms/diagnosis , Female , Humans , Mutation , Reproducibility of Results , Sensitivity and Specificity
19.
Hum Mol Genet ; 21(17): 3926-39, 2012 Sep 01.
Article in English | MEDLINE | ID: mdl-22532573

ABSTRACT

Recent genome-wide association studies identified 11 single nucleotide polymorphisms (SNPs) associated with breast cancer (BC) risk. We investigated these and 62 other SNPs for their prognostic relevance. Confirmed BC risk SNPs rs17468277 (CASP8), rs1982073 (TGFB1), rs2981582 (FGFR2), rs13281615 (8q24), rs3817198 (LSP1), rs889312 (MAP3K1), rs3803662 (TOX3), rs13387042 (2q35), rs4973768 (SLC4A7), rs6504950 (COX11) and rs10941679 (5p12) were genotyped for 25 853 BC patients with the available follow-up; 62 other SNPs, which have been suggested as BC risk SNPs by a GWAS or as candidate SNPs from individual studies, were genotyped for replication purposes in subsets of these patients. Cox proportional hazard models were used to test the association of these SNPs with overall survival (OS) and BC-specific survival (BCS). For the confirmed loci, we performed an accessory analysis of publicly available gene expression data and the prognosis in a different patient group. One of the 11 SNPs, rs3803662 (TOX3) and none of the 62 candidate/GWAS SNPs were associated with OS and/or BCS at P<0.01. The genotypic-specific survival for rs3803662 suggested a recessive mode of action [hazard ratio (HR) of rare homozygous carriers=1.21; 95% CI: 1.09-1.35, P=0.0002 and HR=1.29; 95% CI: 1.12-1.47, P=0.0003 for OS and BCS, respectively]. This association was seen similarly in all analyzed tumor subgroups defined by nodal status, tumor size, grade and estrogen receptor. Breast tumor expression of these genes was not associated with prognosis. With the exception of rs3803662 (TOX3), there was no evidence that any of the SNPs associated with BC susceptibility were associated with the BC survival. Survival may be influenced by a distinct set of germline variants from those influencing susceptibility.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide/genetics , Breast Neoplasms/mortality , Databases, Genetic , Female , Gene Expression Regulation, Neoplastic , Genetic Loci/genetics , Genetics, Population , Homozygote , Humans , Middle Aged , Prognosis , Proportional Hazards Models , Receptors, Estrogen/metabolism , Risk Factors
20.
PLoS One ; 7(3): e32389, 2012.
Article in English | MEDLINE | ID: mdl-22427832

ABSTRACT

BACKGROUND: Breast cancer susceptibility may be modulated partly through polymorphisms in oxidative enzymes, one of which is myeloperoxidase (MPO). Association of the low transcription activity variant allele A in the G463A polymorphism has been investigated for its association with breast cancer risk, considering the modifying effects of menopausal status and antioxidant intake levels of cases and controls. METHODOLOGY/PRINCIPAL FINDINGS: To obtain a more precise estimate of association using the odds ratio (OR), we performed a meta-analysis of 2,975 cases and 3,427 controls from three published articles of Caucasian populations living in the United States. Heterogeneity among studies was tested and sensitivity analysis was applied. The lower transcriptional activity AA genotype of MPO in the pre-menopausal population showed significantly reduced risk (OR 0.56-0.57, p = 0.03) in contrast to their post-menopausal counterparts which showed non-significant increased risk (OR 1.14; p = 0.34-0.36). High intake of antioxidants (OR 0.67-0.86, p = 0.04-0.05) and carotenoids (OR 0.68-0.86, p = 0.03-0.05) conferred significant protection in the women. Stratified by menopausal status, this effect was observed in pre-menopausal women especially those whose antioxidant intake was high (OR 0.42-0.69, p = 0.04). In post-menopausal women, effect of low intake elicited susceptibility (OR 1.19-1.67, p = 0.07-0.17) to breast cancer. CONCLUSIONS/SIGNIFICANCE: Based on a homogeneous Caucasian population, the MPO G463A polymorphism places post-menopausal women at risk for breast cancer, where this effect is modified by diet.


Subject(s)
Breast Neoplasms/epidemiology , Breast Neoplasms/genetics , Genetic Predisposition to Disease/genetics , Menopause/physiology , Peroxidase/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Antioxidants/pharmacology , Carotenoids/pharmacology , Female , Genetic Predisposition to Disease/epidemiology , Humans , Menopause/genetics , Middle Aged , Odds Ratio , Risk Factors , United States/epidemiology , White People
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