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1.
Cancer Epidemiol Biomarkers Prev ; 25(7): 1185-91, 2016 07.
Article in English | MEDLINE | ID: mdl-27197284

ABSTRACT

Individuals from pancreatic cancer families are at increased risk, not only of pancreatic cancer, but also of melanoma, breast, ovarian, and colon cancers. While some of the increased risk may be due to mutations in high-penetrance genes (i.e., BRCA2, PALB2, ATM, p16/CDKN2A or DNA mismatch repair genes), common genetic variants may also be involved. In a high-risk population of cases with either a family history of pancreatic cancer or early-onset pancreatic cancer (diagnosis before the age of 50 years), we examined the role of genetic variants previously associated with risk of pancreatic, breast, ovarian, or prostate cancer. We genotyped 985 cases (79 early-onset cases, 906 cases with a family history of pancreatic cancer) and 877 controls for 215,389 SNPs using the iSelect Collaborative Oncological Gene-Environment Study (iCOGS) array with custom content. Logistic regression was performed using a log-linear additive model. We replicated several previously reported pancreatic cancer susceptibility loci, including recently identified variants on 2p13.3 and 7p13 (2p13.3, rs1486134: OR = 1.36; 95% CI, 1.13-1.63; P = 9.29 × 10(-4); 7p13, rs17688601: OR = 0.76; 95% CI, 0.63-0.93; P = 6.59 × 10(-3)). For the replicated loci, the magnitude of association observed in these high-risk patients was similar to that observed in studies of unselected patients. In addition to the established pancreatic cancer loci, we also found suggestive evidence of association (P < 5 × 10(-5)) to pancreatic cancer for SNPs at HDAC9 (7p21.1) and COL6A2 (21q22.3). Even in high-risk populations, common variants influence pancreatic cancer susceptibility. Cancer Epidemiol Biomarkers Prev; 25(7); 1185-91. ©2016 AACR.


Subject(s)
Carcinoma/genetics , Genetic Predisposition to Disease , Pancreatic Neoplasms/genetics , Adult , Carcinoma/epidemiology , Case-Control Studies , DNA Mismatch Repair , Genes, BRCA2 , Genetic Variation , Genome-Wide Association Study , Humans , Male , Middle Aged , Mutation , Nuclear Proteins/genetics , Pancreatic Neoplasms/epidemiology , Polymorphism, Single Nucleotide , Risk Factors
2.
Oncotarget ; 7(7): 7381-9, 2016 Feb 16.
Article in English | MEDLINE | ID: mdl-26848776

ABSTRACT

BACKGROUND: Genome-wide association studies have identified several common susceptibility alleles for epithelial ovarian cancer (EOC). To further understand EOC susceptibility, we examined previously ungenotyped candidate variants, including uncommon variants and those residing within known susceptibility loci. RESULTS: At nine of eleven previously published EOC susceptibility regions (2q31, 3q25, 5p15, 8q21, 8q24, 10p12, 17q12, 17q21.31, and 19p13), novel variants were identified that were more strongly associated with risk than previously reported variants. Beyond known susceptibility regions, no variants were found to be associated with EOC risk at genome-wide statistical significance (p <5x10(-8)), nor were any significant after Bonferroni correction for 17,000 variants (p< 3x10-6). METHODS: A customized genotyping array was used to assess over 17,000 variants in coding, non-coding, regulatory, and known susceptibility regions in 4,973 EOC cases and 5,640 controls from 13 independent studies. Susceptibility for EOC overall and for select histotypes was evaluated using logistic regression adjusted for age, study site, and population substructure. CONCLUSION: Given the novel variants identified within the 2q31, 3q25, 5p15, 8q21, 8q24, 10p12, 17q12, 17q21.31, and 19p13 regions, larger follow-up genotyping studies, using imputation where necessary, are needed for fine-mapping and confirmation of low frequency variants that fall below statistical significance.


Subject(s)
Biomarkers, Tumor/genetics , Genetic Association Studies , Genetic Predisposition to Disease , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/genetics , Polymorphism, Single Nucleotide/genetics , Carcinoma, Ovarian Epithelial , Case-Control Studies , Female , Gene Expression Profiling , Genome-Wide Association Study , Genotype , Humans , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Prognosis , Risk Factors
3.
J Natl Cancer Inst ; 107(11)2015 Nov.
Article in English | MEDLINE | ID: mdl-26319099

ABSTRACT

BACKGROUND: Inflammation has been hypothesized to increase the risk of cancer development as an initiator or promoter, yet no large-scale study of inherited variation across cancer sites has been conducted. METHODS: We conducted a cross-cancer genomic analysis for the inflammation pathway based on 48 genome-wide association studies within the National Cancer Institute GAME-ON Network across five common cancer sites, with a total of 64 591 cancer patients and 74 467 control patients. Subset-based meta-analysis was used to account for possible disease heterogeneity, and hierarchical modeling was employed to estimate the effect of the subcomponents within the inflammation pathway. The network was visualized by enrichment map. All statistical tests were two-sided. RESULTS: We identified three pleiotropic loci within the inflammation pathway, including one novel locus in Ch12q24 encoding SH2B3 (rs3184504), which reached GWAS significance with a P value of 1.78 x 10(-8), and it showed an association with lung cancer (P = 2.01 x 10(-6)), colorectal cancer (GECCO P = 6.72x10(-6); CORECT P = 3.32x10(-5)), and breast cancer (P = .009). We also identified five key subpathway components with genetic variants that are relevant for the risk of these five cancer sites: inflammatory response for colorectal cancer (P = .006), inflammation related cell cycle gene for lung cancer (P = 1.35x10(-6)), and activation of immune response for ovarian cancer (P = .009). In addition, sequence variations in immune system development played a role in breast cancer etiology (P = .001) and innate immune response was involved in the risk of both colorectal (P = .022) and ovarian cancer (P = .003). CONCLUSIONS: Genetic variations in inflammation and its related subpathway components are keys to the development of lung, colorectal, ovary, and breast cancer, including SH2B3, which is associated with lung, colorectal, and breast cancer.


Subject(s)
Breast Neoplasms/genetics , Colorectal Neoplasms/genetics , Inflammation/genetics , Lung Neoplasms/genetics , Ovarian Neoplasms/genetics , Prostatic Neoplasms/genetics , Proteins/genetics , Signal Transduction , Adaptor Proteins, Signal Transducing , Breast Neoplasms/metabolism , Colorectal Neoplasms/metabolism , Female , Genome-Wide Association Study , Humans , Inflammation/metabolism , Intracellular Signaling Peptides and Proteins , Lung Neoplasms/metabolism , Male , Ovarian Neoplasms/metabolism , Prostatic Neoplasms/metabolism
4.
BMC Res Notes ; 8: 297, 2015 Jul 08.
Article in English | MEDLINE | ID: mdl-26152678

ABSTRACT

BACKGROUND: Percent mammographic density (PD) estimates the proportion of stromal, fat, and epithelial breast tissues on the mammogram image. Adjusted for age and body mass index (BMI), PD is one of the strongest risk factors for breast cancer. Inherited factors are hypothesized to explain between 30 and 60% of the variance in this trait. However, previously identified common genetic variants account for less than 6% of the variance in PD, leaving much of the genetic contribution to this trait unexplained. We performed the first study to examine whether germline copy number variation (CNV) are associated with PD. Two genome-wide association studies (GWAS) of percent density conducted on the Illumina 660W-Quad were used to identify and replicate the association between candidate CNVs and PD: the Minnesota Breast Cancer Family Study (MBCFS) and controls from the Mayo Venous Thromboembolism (Mayo VTE) Case-Control Study, with 585 and 328 women, respectively. Linear models were utilized to examine the association of each probe with PD, adjusted for age, menopausal status and BMI. Segmentation was subsequently performed on the probe-level test statistics to identify candidate CNV regions that were associated with PD. RESULTS: Sixty-one probes from five chromosomal regions [3q26.1 (2 regions), 8q24.22, 11p15.3, and 17q22] were significantly associated with PD in MBCFS (p-values <0.0001). A CNV at 3q26.1 showed the greatest evidence for association with PD; a region without any known SNPs. Conversely, the CNV at 17q22 was largely due to the association between SNPs and PD in the region. SNPs in the 8q24.22 region have been shown to be associated with risk of many cancers; however, SNPs in this region were not responsible for the observed CNV association. While we were unable to replicate the associations with PD, two of the five CNVs (3q26.1 and 11p15.3) were also observed in the Mayo VTE controls. CONCLUSIONS: CNVs may help to explain some of the variability in PD that is currently unexplained by SNPs. While we were able to replicate the existence of two CNVs across the two GWAS studies, we were unable to replicate the associations with PD. Even so, the proximity of the identified CNV regions to loci known to be associated with breast cancer risk suggests further investigation and potentially shared genetic mechanisms underlying the PD and breast cancer association.


Subject(s)
Breast Neoplasms/genetics , DNA Copy Number Variations , Genome-Wide Association Study , Mammary Glands, Human/abnormalities , Aged , Breast Density , Case-Control Studies , Female , Humans , Middle Aged
5.
BMC Med Genomics ; 7: 21, 2014 Apr 28.
Article in English | MEDLINE | ID: mdl-24774302

ABSTRACT

BACKGROUND: Genome-wide interrogation of DNA methylation (DNAm) in blood-derived leukocytes has become feasible with the advent of CpG genotyping arrays. In epithelial ovarian cancer (EOC), one report found substantial DNAm differences between cases and controls; however, many of these disease-associated CpGs were attributed to differences in white blood cell type distributions. METHODS: We examined blood-based DNAm in 336 EOC cases and 398 controls; we included only high-quality CpG loci that did not show evidence of association with white blood cell type distributions to evaluate association with case status and overall survival. RESULTS: Of 13,816 CpGs, no significant associations were observed with survival, although eight CpGs associated with survival at p < 10-3, including methylation within a CpG island located in the promoter region of GABRE (p = 5.38 x 10-5, HR = 0.95). In contrast, 53 CpG methylation sites were significantly associated with EOC risk (p <5 x10-6). The top association was observed for the methylation probe cg04834572 located approximately 315 kb upstream of DUSP13 (p = 1.6 x10-14). Other disease-associated CpGs included those near or within HHIP (cg14580567; p =5.6x10-11), HDAC3 (cg10414058; p = 6.3x10-12), and SCR (cg05498681; p = 4.8x10-7). CONCLUSIONS: We have identified several CpGs in leukocytes that are differentially methylated by case-control status. Since a retrospective study design was used, we cannot differentiate whether DNAm was etiologic or resulting from EOC; thus, prospective studies of EOC-associated loci are the critical next step.


Subject(s)
DNA Methylation/genetics , Leukocytes/metabolism , Neoplasms, Glandular and Epithelial/genetics , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Carcinoma, Ovarian Epithelial , CpG Islands/genetics , Female , Genome, Human/genetics , Humans , Middle Aged , Principal Component Analysis , Survival Analysis , Treatment Outcome
6.
Cancer Immunol Res ; 2(4): 332-40, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24764580

ABSTRACT

The presence of regulatory T cells (Treg) in solid tumors is known to play a role in patient survival in ovarian cancer and other malignancies. We assessed inherited genetic variations via 749 tag single-nucleotide polymorphisms (SNP) in 25 Treg-associated genes (CD28, CTLA4, FOXP3, IDO1, IL10, IL10RA, IL15, 1L17RA, IL23A, IL23R, IL2RA, IL6, IL6R, IL8, LGALS1, LGALS9, MAP3K8, STAT5A, STAT5B, TGFB1, TGFB2, TGFB3, TGFBR1, TGRBR2, and TGFBR3) in relation to ovarian cancer survival. We analyzed genotype and overall survival in 10,084 women with invasive epithelial ovarian cancer, including 5,248 high-grade serous, 1,452 endometrioid, 795 clear cell, and 661 mucinous carcinoma cases of European descent across 28 studies from the Ovarian Cancer Association Consortium (OCAC). The strongest associations were found for endometrioid carcinoma and IL2RA SNPs rs11256497 [HR, 1.42; 95% confidence interval (CI), 1.22-1.64; P = 5.7 × 10(-6)], rs791587 (HR, 1.36; 95% CI, 1.17-1.57; P = 6.2 × 10(-5)), rs2476491 (HR, = 1.40; 95% CI, 1.19-1.64; P = 5.6 × 10(-5)), and rs10795763 (HR, 1.35; 95% CI, 1.17-1.57; P = 7.9 × 10(-5)), and for clear cell carcinoma and CTLA4 SNP rs231775 (HR, 0.67; 95% CI, 0.54-0.82; P = 9.3 × 10(-5)) after adjustment for age, study site, population stratification, stage, grade, and oral contraceptive use. The rs231775 allele associated with improved survival in our study also results in an amino acid change in CTLA4 and previously has been reported to be associated with autoimmune conditions. Thus, we found evidence that SNPs in genes related to Tregs seem to play a role in ovarian cancer survival, particularly in patients with clear cell and endometrioid epithelial ovarian cancer.


Subject(s)
Gene Expression Profiling , Genetic Predisposition to Disease , Genetic Variation , Ovarian Neoplasms/genetics , Ovarian Neoplasms/mortality , T-Lymphocytes, Regulatory/metabolism , Female , Gene Expression , Germ-Line Mutation , Humans , Interleukin-2 Receptor alpha Subunit/genetics , Neoplasm Grading , Neoplasm Invasiveness , Ovarian Neoplasms/pathology , Patient Outcome Assessment , Polymorphism, Single Nucleotide , Prognosis
7.
Clin Transl Gastroenterol ; 5: e52, 2014 Mar 06.
Article in English | MEDLINE | ID: mdl-24598784

ABSTRACT

OBJECTIVES: Telomeres are nucleoprotein structures that cap the end of chromosomes and shorten with sequential cell divisions in normal aging. Short telomeres are also implicated in the incidence of many cancers, but the evidence is not conclusive for colorectal cancer (CRC). Therefore, the aim of this study was to assess the association of CRC and telomere length. METHODS: In this case-control study, we measured relative telomere length from peripheral blood leukocytes (PBLs) DNA with quantitative PCR in 598 CRC patients and 2,212 healthy controls. RESULTS: Multivariate analysis indicated that telomere length was associated with risk for CRC, and this association varied in an age-related manner; younger individuals (≤50 years of age) with longer telomeres (80-99 percentiles) had a 2-6 times higher risk of CRC, while older individuals (>50 years of age) with shortened telomeres (1-10 percentiles) had 2-12 times the risk for CRC. The risk for CRC varies with extremes in telomere length in an age-associated manner. CONCLUSIONS: Younger individuals with longer telomeres or older individuals with shorter telomeres are at higher risk for CRC. These findings indicate that the association of PBL telomere length varies according to the age of cancer onset and that CRC is likely associated with at minimum two different mechanisms of telomere dynamics.

8.
Cancer Res ; 74(3): 852-61, 2014 Feb 01.
Article in English | MEDLINE | ID: mdl-24272484

ABSTRACT

A missense single-nucleotide polymorphism (SNP) in the immune modulatory gene IL1A has been associated with ovarian cancer risk (rs17561). Although the exact mechanism through which this SNP alters risk of ovarian cancer is not clearly understood, rs17561 has also been associated with risk of endometriosis, an epidemiologic risk factor for ovarian cancer. Interleukin-1α (IL1A) is both regulated by and able to activate NF-κB, a transcription factor family that induces transcription of many proinflammatory genes and may be an important mediator in carcinogenesis. We therefore tagged SNPs in more than 200 genes in the NF-κB pathway for a total of 2,282 SNPs (including rs17561) for genotype analysis of 15,604 cases of ovarian cancer in patients of European descent, including 6,179 of high-grade serous (HGS), 2,100 endometrioid, 1,591 mucinous, 1,034 clear cell, and 1,016 low-grade serous, including 23,235 control cases spanning 40 studies in the Ovarian Cancer Association Consortium. In this large population, we confirmed the association between rs17561 and clear cell ovarian cancer [OR, 0.84; 95% confidence interval (CI), 0.76-0.93; P = 0.00075], which remained intact even after excluding participants in the prior study (OR, 0.85; 95% CI, 0.75-0.95; P = 0.006). Considering a multiple-testing-corrected significance threshold of P < 2.5 × 10(-5), only one other variant, the TNFSF10 SNP rs6785617, was associated significantly with a risk of ovarian cancer (low malignant potential tumors OR, 0.85; 95% CI, 0.79-0.91; P = 0.00002). Our results extend the evidence that borderline tumors may have a distinct genetic etiology. Further investigation of how these SNPs might modify ovarian cancer associations with other inflammation-related risk factors is warranted.


Subject(s)
Interleukin-1alpha/genetics , NF-kappa B/metabolism , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Signal Transduction , TNF-Related Apoptosis-Inducing Ligand/genetics , Case-Control Studies , Female , Genetic Association Studies , Humans , Ovarian Neoplasms/pathology , Polymorphism, Single Nucleotide , Risk
9.
PLoS One ; 8(11): e80015, 2013.
Article in English | MEDLINE | ID: mdl-24278232

ABSTRACT

INTRODUCTION: Colorectal cancer (CRC) tumor DNA is characterized by chromosomal damage termed chromosomal instability (CIN) and excessively shortened telomeres. Up to 80% of CRC is microsatellite stable (MSS) and is historically considered to be chromosomally unstable (CIN+). However, tumor phenotyping depicts some MSS CRC with little or no genetic changes, thus being chromosomally stable (CIN-). MSS CIN- tumors have not been assessed for telomere attrition. EXPERIMENTAL DESIGN: MSS rectal cancers from patients ≤50 years old with Stage II (B2 or higher) or Stage III disease were assessed for CIN, telomere length and telomere maintenance mechanism (telomerase activation [TA]; alternative lengthening of telomeres [ALT]). Relative telomere length was measured by qPCR in somatic epithelial and cancer DNA. TA was measured with the TRAPeze assay, and tumors were evaluated for the presence of C-circles indicative of ALT. p53 mutation status was assessed in all available samples. DNA copy number changes were evaluated with Spectral Genomics aCGH. RESULTS: Tumors were classified as chromosomally stable (CIN-) and chromosomally instable (CIN+) by degree of DNA copy number changes. CIN- tumors (35%; n=6) had fewer copy number changes (<17% of their clones with DNA copy number changes) than CIN+ tumors (65%; n=13) which had high levels of copy number changes in 20% to 49% of clones. Telomere lengths were longer in CIN- compared to CIN+ tumors (p=0.0066) and in those in which telomerase was not activated (p=0.004). Tumors exhibiting activation of telomerase had shorter tumor telomeres (p=0.0040); and tended to be CIN+ (p=0.0949). CONCLUSIONS: MSS rectal cancer appears to represent a heterogeneous group of tumors that may be categorized both on the basis of CIN status and telomere maintenance mechanism. MSS CIN- rectal cancers appear to have longer telomeres than those of MSS CIN+ rectal cancers and to utilize ALT rather than activation of telomerase.


Subject(s)
Chromosomal Instability , Microsatellite Repeats/genetics , Rectal Neoplasms/genetics , Telomere , Base Sequence , Comparative Genomic Hybridization , DNA Primers , Enzyme Activation , Genes, p53 , Humans , Middle Aged , Point Mutation , Real-Time Polymerase Chain Reaction , Rectal Neoplasms/enzymology , Telomerase/metabolism
10.
Pancreas ; 42(7): 1043-53, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24051964

ABSTRACT

OBJECTIVES: A source of variation for inconsistent dietary-pancreatic cancer associations may be individuals carrying constitutional metabolism/antioxidant gene variants that differentially benefit compared to homozygous individuals. Seventy-six tag single-nucleotide polymorphisms were genotyped in 13 candidate genes to test differential associations with pancreatic adenocarcinoma. METHODS: A clinic-based case-control design was used to rapidly ascertain 251 cases and 970 frequency matched controls who provided blood samples and completed a 144-item food frequency questionnaire. Single-nucleotide polymorphisms were evaluated using a dominant genetic model and dietary categories split on controls' median intake. Logistic regression was used to calculate odds ratios and 95% confidence intervals, adjusted for potential confounders. RESULTS: Significant increased associations (Bonferroni corrected P ≤ 0.0007) were observed for carriers of greater than or equal to 1 minor allele for rs3816257 (glucosidase, α; acid [GAA]) and lower intake of deep-yellow vegetables (1.90 [1.28-2.83]); and carriers of no minor allele for rs12807961 (catalase [CAT]) and high total grains intake (2.48 [1.50-4.09]), whereas those with greater than or equal to 1 minor allele had a decreasing slope (across grains). The reference group was no minor alleles with low dietary intake. CONCLUSIONS: Interindividual variation in metabolism/antioxidant genes could interact with dietary intake to influence pancreatic cancer risk.


Subject(s)
Antioxidants/metabolism , Diet , Pancreatic Neoplasms/etiology , Pancreatic Neoplasms/genetics , Polymorphism, Single Nucleotide , Adult , Aged , Aged, 80 and over , Case-Control Studies , Catalase/genetics , Diet/adverse effects , Dietary Fiber/administration & dosage , Eating , Edible Grain , Female , Fruit , Humans , Male , Middle Aged , Pancreatic Neoplasms/metabolism , Risk Factors , Vegetables , Young Adult
11.
Cancer Epidemiol Biomarkers Prev ; 22(11): 2047-54, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24019396

ABSTRACT

BACKGROUND: Both shorter and longer telomeres in peripheral blood leukocyte (PBL) DNA have been associated with cancer risk. However, associations remain inconsistent across studies of the same cancer type. This study compares DNA preparation methods to determine telomere length from patients with colorectal cancer. METHODS: We examined PBL relative telomere length (RTL) measured by quantitative PCR (qPCR) in 1,033 patients with colorectal cancer and 2,952 healthy controls. DNA was extracted with phenol/chloroform, PureGene, or QIAamp. RESULTS: We observed differences in RTL depending on DNA extraction method (P < 0.001). Phenol/chloroform-extracted DNA had a mean RTL (T/S ratio) of 0.78 (range 0.01-6.54) compared with PureGene-extracted DNA (mean RTL of 0.75; range 0.00-12.33). DNA extracted by QIAamp yielded a mean RTL of 0.38 (range 0.02-3.69). We subsequently compared RTL measured by qPCR from an independent set of 20 colorectal cancer cases and 24 normal controls in PBL DNA extracted by each of the three extraction methods. The range of RTL measured by qPCR from QIAamp-extracted DNA (0.17-0.58) was less than from either PureGene or phenol/chloroform (ranges, 0.04-2.67 and 0.32-2.81, respectively). CONCLUSIONS: RTL measured by qPCR from QIAamp-extracted DNA was less than from either PureGene or phenol/chloroform (P < 0.001). IMPACT: Differences in DNA extraction method may contribute to the discrepancies between studies seeking to find an association between the risk of cancer or other diseases and RTL.


Subject(s)
DNA/isolation & purification , Leukocytes/chemistry , Telomere/chemistry , Case-Control Studies , Colorectal Neoplasms/blood , Colorectal Neoplasms/genetics , DNA/blood , DNA/genetics , DNA, Neoplasm/blood , DNA, Neoplasm/genetics , DNA, Neoplasm/isolation & purification , Epidemiologic Studies , Female , Humans , Leukocytes/ultrastructure , Male , Middle Aged , Telomere/genetics
12.
Oncoimmunology ; 2(6): e24535, 2013 Jun 01.
Article in English | MEDLINE | ID: mdl-23894717

ABSTRACT

Tumor-infiltrating regulatory T cells (Tregs) promote immune evasion and are associated with poor disease outcome in patients affected by various malignancies. We have recently demonstrated that several, inherited single nucleotide polymorphisms affecting Treg-related genes influence the survival of ovarian cancer patients, providing novel insights into possible mechanisms of immune escape.

13.
Hum Mol Genet ; 22(15): 3038-47, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23571109

ABSTRACT

Ovarian cancer remains the leading cause of death in women with gynecologic malignancies, despite surgical advances and the development of more effective chemotherapeutics. As increasing evidence indicates that clear-cell ovarian cancer may have unique pathogenesis, further understanding of molecular features may enable us to begin to understand the underlying biology and histology-specific information for improved outcomes. To study epigenetics in clear-cell ovarian cancer, fresh frozen tumor DNA (n = 485) was assayed on Illumina Infinium HumanMethylation450 BeadChips. We identified a clear-cell ovarian cancer tumor methylation profile (n = 163) which we validated in two independent replication sets (set 1, n = 163; set 2, n = 159), highlighting 22 CpG loci associated with nine genes (VWA1, FOXP1, FGFRL1, LINC00340, KCNH2, ANK1, ATXN2, NDRG21 and SLC16A11). Nearly all of the differentially methylated CpGs showed a propensity toward hypermethylation among clear-cell cases. Several loci methylation inversely correlated with tumor gene expression, most notably KCNH2 (HERG, a potassium channel) (P = 9.5 × 10(-7)), indicating epigenetic silencing. In addition, a predicted methylation class mainly represented by the clear-cell cases (20 clear cell out of 23 cases) had improved survival time. Although these analyses included only 30 clear-cell carcinomas, results suggest that loss of expression of KCNH2 (HERG) by methylation could be a good prognostic marker, given that overexpression of the potassium (K(+)) channel Eag family members promotes increased proliferation and results in poor prognosis. Validation in a bigger cohort of clear-cell tumors of the ovary is warranted.


Subject(s)
DNA Methylation , Ether-A-Go-Go Potassium Channels/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Silencing , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Cluster Analysis , CpG Islands , ERG1 Potassium Channel , Epigenesis, Genetic , Epigenomics , Female , Humans , Middle Aged , Neoplasm Grading , Neoplasm Staging , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/mortality , Prognosis , Signal Transduction
14.
Parkinsonism Relat Disord ; 19(6): 595-9, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23507417

ABSTRACT

BACKGROUND: Prior studies causally linked mutations in SNCA, MAPT, and LRRK2 genes with familial Parkinsonism. Genome-wide association studies have demonstrated association of single nucleotide polymorphisms (SNPs) in those three genes with sporadic Parkinson's disease (PD) susceptibility worldwide. Here we investigated the interactions between SNPs in those three susceptibility genes and environmental exposures (pesticides application, tobacco smoking, coffee drinking, and alcohol drinking) also associated with PD susceptibility. METHODS: Pairwise interactions between environmental exposures and 18 variants (16 SNPs and two variable number tandem repeats, or "VNTRs") in SNCA, MAPT and LRRK2, were investigated using data from 1098 PD cases from the upper Midwest, USA and 1098 matched controls. Environmental exposures were assessed using a validated telephone interview script. RESULTS: Five pairwise interactions had uncorrected P-values < 0.05. These included pairings of pesticides × SNCA rs3775423 or MAPT rs4792891, coffee drinking × MAPT H1/H2 haplotype or MAPT rs16940806, and alcohol drinking × MAPT rs2435211. None of these interactions remained significant after Bonferroni correction. Secondary analyses in strata defined by type of control (sibling or unrelated), sex, or age at onset of the case also did not identify significant interactions after Bonferroni correction. CONCLUSIONS: This study documented limited pairwise interactions between established genetic and environmental risk factors for PD; however, the associations were not significant after correction for multiple testing.


Subject(s)
Gene-Environment Interaction , Genetic Predisposition to Disease , Genetic Variation/genetics , Parkinson Disease/etiology , Parkinson Disease/genetics , Adult , Aged , Aged, 80 and over , Case-Control Studies , Female , Gene Frequency , Genetic Loci , Genome-Wide Association Study , Genotype , Humans , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2 , Male , Middle Aged , Protein Serine-Threonine Kinases/genetics , Retrospective Studies , alpha-Synuclein/genetics , tau Proteins/genetics
15.
PLoS One ; 8(1): e53903, 2013.
Article in English | MEDLINE | ID: mdl-23382860

ABSTRACT

Although ovarian cancer is the most lethal of gynecologic malignancies, wide variation in outcome following conventional therapy continues to exist. The presence of tumor-infiltrating regulatory T cells (Tregs) has a role in outcome of this disease, and a growing body of data supports the existence of inherited prognostic factors. However, the role of inherited variants in genes encoding Treg-related immune molecules has not been fully explored. We analyzed expression quantitative trait loci (eQTL) and sequence-based tagging single nucleotide polymorphisms (tagSNPs) for 54 genes associated with Tregs in 3,662 invasive ovarian cancer cases. With adjustment for known prognostic factors, suggestive results were observed among rarer histological subtypes; poorer survival was associated with minor alleles at SNPs in RGS1 (clear cell, rs10921202, p=2.7×10(-5)), LRRC32 and TNFRSF18/TNFRSF4 (mucinous, rs3781699, p=4.5×10(-4), and rs3753348, p=9.0×10(-4), respectively), and CD80 (endometrioid, rs13071247, p=8.0×10(-4)). Fo0r the latter, correlative data support a CD80 rs13071247 genotype association with CD80 tumor RNA expression (p=0.006). An additional eQTL SNP in CD80 was associated with shorter survival (rs7804190, p=8.1×10(-4)) among all cases combined. As the products of these genes are known to affect induction, trafficking, or immunosuppressive function of Tregs, these results suggest the need for follow-up phenotypic studies.


Subject(s)
B7-1 Antigen/genetics , Genome-Wide Association Study , Ovarian Neoplasms/genetics , Quantitative Trait Loci/genetics , T-Lymphocytes, Regulatory/metabolism , Aged , Alleles , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Humans , Middle Aged , Ovarian Neoplasms/pathology , Polymorphism, Single Nucleotide
16.
Int J Neuropsychopharmacol ; 16(2): 271-8, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22717047

ABSTRACT

It is believed that multiple genetic variants with small individual effects contribute to the risk of alcohol dependence. Such polygenic effects are difficult to detect in genome-wide association studies that test for association of the phenotype with each single nucleotide polymorphism (SNP) individually. To overcome this challenge, gene-set analysis (GSA) methods that jointly test for the effects of pre-defined groups of genes have been proposed. Rather than testing for association between the phenotype and individual SNPs, these analyses evaluate the global evidence of association with a set of related genes enabling the identification of cellular or molecular pathways or biological processes that play a role in development of the disease. It is hoped that by aggregating the evidence of association for all available SNPs in a group of related genes, these approaches will have enhanced power to detect genetic associations with complex traits. We performed GSA using data from a genome-wide study of 1165 alcohol-dependent cases and 1379 controls from the Study of Addiction: Genetics and Environment (SAGE), for all 200 pathways listed in the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. Results demonstrated a potential role of the 'synthesis and degradation of ketone bodies' pathway. Our results also support the potential involvement of the 'neuroactive ligand-receptor interaction' pathway, which has previously been implicated in addictive disorders. These findings demonstrate the utility of GSA in the study of complex disease, and suggest specific directions for further research into the genetic architecture of alcohol dependence.


Subject(s)
Alcoholism/genetics , Genetic Predisposition to Disease/genetics , Ketone Bodies/genetics , Polymorphism, Single Nucleotide/genetics , Sensory Receptor Cells , Signal Transduction/genetics , Cell Cycle/genetics , Databases, Genetic/statistics & numerical data , Female , Genome-Wide Association Study , Genotype , Humans , Ketone Bodies/metabolism , Ligands , Linkage Disequilibrium , Male , Phenotype , Principal Component Analysis
17.
Physiol Genomics ; 45(2): 79-88, 2013 Jan 15.
Article in English | MEDLINE | ID: mdl-23188791

ABSTRACT

Menopausal hormone treatment (MHT) may limit progression of cardiovascular disease (CVD) but poses a thrombosis risk. To test targeted candidate gene variation for association with subclinical CVD defined by carotid artery intima-media thickness (CIMT) and coronary artery calcification (CAC), 610 women participating in the Kronos Early Estrogen Prevention Study (KEEPS), a clinical trial of MHT to prevent progression of CVD, were genotyped for 13,229 single nucleotide polymorphisms (SNPs) within 764 genes from anticoagulant, procoagulant, fibrinolytic, or innate immunity pathways. According to linear regression, proportion of European ancestry correlated negatively, but age at enrollment and pulse pressure correlated positively with CIMT. Adjusting for these variables, two SNPs, one on chromosome 2 for MAP4K4 gene (rs2236935, ß = 0.037, P value = 2.36 × 10(-06)) and one on chromosome 5 for IL5 gene (rs739318, ß = 0.051, P value = 5.02 × 10(-05)), associated positively with CIMT; two SNPs on chromosome 17 for CCL5 (rs4796119, ß = -0.043, P value = 3.59 × 10(-05); rs2291299, ß = -0.032, P value = 5.59 × 10(-05)) correlated negatively with CIMT; only rs2236935 remained significant after correcting for multiple testing. Using logistic regression, when we adjusted for waist circumference, two SNPs (rs11465886, IRAK2, chromosome 3, OR = 3.91, P value = 1.10 × 10(-04); and rs17751769, SERPINA1, chromosome 14, OR = 1.96, P value = 2.42 × 10(-04)) associated positively with a CAC score of >0 Agatston unit; one SNP (rs630014, ABO, OR = 0.51, P value = 2.51 × 10(-04)) associated negatively; none remained significant after correcting for multiple testing. Whether these SNPs associate with CIMT and CAC in women randomized to MHT remains to be determined.


Subject(s)
Calcinosis/genetics , Carotid Intima-Media Thickness , Coronary Artery Disease/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Female , Genetic Predisposition to Disease , Humans , Interleukin-5/genetics , Intracellular Signaling Peptides and Proteins/genetics , Middle Aged , Protein Serine-Threonine Kinases/genetics
18.
Parkinsonism Relat Disord ; 18(7): 881-6, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22658654

ABSTRACT

BACKGROUND: Little is known regarding genetic factors associated with motor or cognitive outcomes in Parkinson's disease (PD). OBJECTIVE: To identify common genetic variants associated with motor and cognitive outcomes in PD. METHODS: The sample consisted of 443 PD cases included in the first genome-wide association study (GWAS) of PD. Methods included telephone interview assessments of motor and cognitive outcomes, a median 9 years following the initial clinical assessments. Analyses included Cox proportional hazard models to study the association of 198,345 single nucleotide polymorphisms (SNPs) with survival free of Hoehn and Yahr stage ≥ 4 (motor outcome), and either TICS-M ≤ 27 or AD-8 ≥ 2 (cognitive outcomes). RESULTS: The SNP rs10958605 in the C8orf4 gene had the smallest p value in analyses of the motor outcome (HR = 1.81; 95% CI = 1.42-2.31; p = 1.51 × 10(-6)). The SNP rs6482992 in the CLRN3 gene had the smallest p value in analyses of the cognitive outcome (HR = 2.03, 95% CI 1.47-2.79, p = 4.08 × 10(-6)). However, no SNP associations were significant after Bonferroni correction. The C8orf4 gene had small p values for both motor and cognitive outcomes, highlighting inflammation as a possible pathogenesis mechanism for progression in PD. CONCLUSIONS: This study suggests that common variants in several genes may be associated with motor and cognitive outcomes in PD, with biological plausibility.


Subject(s)
Cognition/physiology , Genetic Predisposition to Disease/genetics , Membrane Proteins/genetics , Neoplasm Proteins/genetics , Parkinson Disease/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Aged , Aged, 80 and over , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Motor Activity/genetics , Parkinson Disease/physiopathology
19.
Hum Mol Genet ; 21(14): 3299-305, 2012 Jul 15.
Article in English | MEDLINE | ID: mdl-22532574

ABSTRACT

Percent mammographic density adjusted for age and body mass index (BMI) is one of the strongest risk factors for breast cancer and has a heritable component that remains largely unidentified. We performed a three-stage genome-wide association study (GWAS) of percent mammographic density to identify novel genetic loci associated with this trait. In stage 1, we combined three GWASs of percent density comprised of 1241 women from studies at the Mayo Clinic and identified the top 48 loci (99 single nucleotide polymorphisms). We attempted replication of these loci in 7018 women from seven additional studies (stage 2). The meta-analysis of stage 1 and 2 data identified a novel locus, rs1265507 on 12q24, associated with percent density, adjusting for age and BMI (P = 4.43 × 10(-8)). We refined the 12q24 locus with 459 additional variants (stage 3) in a combined analysis of all three stages (n = 10 377) and confirmed that rs1265507 has the strongest association in the 12q24 region (P = 1.03 × 10(-8)). Rs1265507 is located between the genes TBX5 and TBX3, which are members of the phylogenetically conserved T-box gene family and encode transcription factors involved in developmental regulation. Understanding the mechanism underlying this association will provide insight into the genetics of breast tissue composition.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/genetics , Chromosomes, Human, Pair 12/genetics , Mammary Glands, Human/chemistry , Aged , Breast Neoplasms/epidemiology , Cohort Studies , Female , Genome-Wide Association Study , Humans , Mammary Glands, Human/radiation effects , Mammography , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors , T-Box Domain Proteins/genetics , United States/epidemiology , White People/genetics
20.
Mayo Clin Proc ; 87(3): 240-6, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22386179

ABSTRACT

OBJECTIVE: To evaluate whether germline variations in genes involved in sex steroid biosynthesis and metabolic pathways predict time to treatment failure for patients with advanced prostate cancer undergoing androgen deprivation therapy (ADT), because there are few known clinical predictors of response. PATIENTS AND METHODS: In a cohort of 304 patients with advanced prostate cancer undergoing ADT, we genotyped 746 single-nucleotide polymorphisms (SNPs) from 72 genes from germline DNA (680 tagSNPs from 58 genes and 66 candidate SNPs from 20 genes [6 genes common in both]). Association with the primary end point of time to ADT failure was assessed using proportional hazards regression models at the gene level (for genes with tagging SNPs) and at the SNP level. False discovery rates (FDRs) of 0.10 or less were considered noteworthy to account for multiple testing. RESULTS: At the gene level, TRMT11 showed the strongest association with time to ADT failure (P<.001; FDR=0.008). Two of 4 TRMT11 tagSNPs were associated with time to ADT failure. Median time to ADT failure for rs1268121 (A>G) was 3.05 years for the AA, 4.27 years for the AG, and 6.22 years for the GG genotypes (P=.002), and for rs6900796 (G>A), it was 2.42 years for the GG, 3.52 years for the AG, and 4.18 years for the AA genotypes (P<.001). No other gene level or SNP level tests had an FDR of 0.10 or less. CONCLUSION: Genetic variation in TRMT11 was associated with time to ADT failure. Confirmation of these preliminary findings in an independent cohort is needed.


Subject(s)
Androgen Antagonists/therapeutic use , Prostatic Neoplasms/genetics , Spermatozoa/metabolism , Aged , Aged, 80 and over , Genetic Association Studies , Genetic Markers/genetics , Genotype , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide/genetics , Predictive Value of Tests , Prostatic Neoplasms/drug therapy , Treatment Failure , tRNA Methyltransferases/genetics
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