Goode, Ellen L.

Abstract Background: Mitochondria contribute to oxidative stress, a phenomenon implicated in ovarian carcinogenesis. We hypothesized that inherited variants in mitochondrial-related genes influence epithelial ovarian cancer (EOC) susceptibility. Methods: Through a multicenter study of 1,815 Caucasian EOC cases and 1,900 controls, we investigated associations between EOC risk and 128 single nucleotide polymorphisms (SNPs) from 22 genes/regions within the mitochondrial genome (mtDNA) and 2,839 nuclear-encoded SNPs localized to 138 genes involved in mitochondrial biogenesis (BIO, n = 35), steroid hormone metabolism (HOR, n = 13), and oxidative phosphorylation (OXP, n = 90) pathways. Unconditional logistic regression was used to estimate OR and 95% CI between genotype and case status. Overall significance of each gene and pathway was evaluated by using Fisher's method to combine SNP-level evidence. At the SNP level, we investigated whether lifetime ovulation, hormone replacement therapy (HRT), and cigarette smoking were confounders or modifiers of associations. Results: Interindividual variation involving BIO was most strongly associated with EOC risk (empirical P = 0.050), especially for NRF1, MTERF, PPARGC1A, ESRRA, and CAMK2D. Several SNP-level associations strengthened after adjustment for nongenetic factors, particularly for MTERF. Statistical interactions with cigarette smoking and HRT use were observed with MTERF and CAMK2D SNPs, respectively. Overall variation within mtDNA, HOR, and OXP was not statistically significant (empirical P > 0.10). Conclusion: We provide novel evidence to suggest that variants in mitochondrial biogenesis genes may influence EOC susceptibility. Impact: A deeper understanding of the complex mechanisms implicated in mitochondrial biogenesis and oxidative stress may aid in developing strategies to reduce morbidity and mortality from EOC. Cancer Epidemiol Biomarkers Prev; 20(6); 1131–45. ©2011 AACR.

Abstract Within the ovarian cancer microenvironment, there are several mechanisms that suppress the actions of antitumor immune effectors. Delineating the complex immune microenvironment is an important goal toward developing effective immune-based therapies. A dominant pathway of immune suppression in ovarian cancer involves tumor-associated and dendritic cell (DC)-associated B7-H1. The interaction of B7-H1 with PD-1 on tumor-infiltrating T cells is a widely cited theory of immune suppression involving B7-H1 in ovarian cancer. Recent studies suggest that the B7-H1 ligand, programmed death receptor-1 (PD-1), is also expressed on myeloid cells, complicating interpretations of how B7-H1 regulates DC function in the tumor. In this study, we found that ovarian cancer-infiltrating DCs progressively expressed increased levels of PD-1 over time in addition to B7-H1. These dual-positive PD-1+ B7-H1+ DCs have a classical DC phenotype (i.e., CD11c+CD11b+CD8−), but are immature, suppressive, and respond poorly to danger signals. Accumulation of PD-1+B7-H1+ DCs in the tumor was associated with suppression of T cell activity and decreased infiltrating T cells in advancing tumors. T cell suppressor function of these DCs appeared to be mediated by T cell-associated PD-1. In contrast, ligation of PD-1 expressed on the tumor-associated DCs suppressed NF-κB activation, release of immune regulatory cytokines, and upregulation of costimulatory molecules. PD-1 blockade in mice bearing ovarian cancer substantially reduced tumor burden and increased effector Ag-specific T cell responses. Our results reveal a novel role of tumor infiltrating PD-1+B7-H1+ DCs in mediating immune suppression in ovarian cancer.

Abstract Defective microRNA (miRNA) biogenesis contributes to the development and progression of epithelial ovarian cancer (EOC). In this study, we examined the hypothesis that single nucleotide polymorphisms (SNP) in miRNA biogenesis genes may influence EOC risk. In an initial investigation, 318 SNPs in 18 genes were evaluated among 1,815 EOC cases and 1,900 controls, followed up by a replicative joint meta-analysis of data from an additional 2,172 cases and 3,052 controls. Of 23 SNPs from 9 genes associated with risk (empirical P < 0.05) in the initial investigation, the meta-analysis replicated 6 SNPs from the DROSHA, FMR1, LIN28, and LIN28B genes, including rs12194974 (G>A), an SNP in a putative transcription factor binding site in the LIN28B promoter region (summary OR = 0.90, 95% CI: 0.82–0.98; P = 0.015) which has been recently implicated in age of menarche and other phenotypes. Consistent with reports that LIN28B overexpression in EOC contributes to tumorigenesis by repressing tumor suppressor let-7 expression, we provide data from luciferase reporter assays and quantitative RT-PCR to suggest that the inverse association among rs12194974 A allele carriers may be because of reduced LIN28B expression. Our findings suggest that variants in LIN28B and possibly other miRNA biogenesis genes may influence EOC susceptibility. Cancer Res; 71(11); 3896–903. ©2011 AACR.

Abstract Mitochondria have been implicated in carcinogenesis because of their central role in apoptosis, free radical production, and cellular energy metabolism. Although studies have identified somatic mitochondrial DNA mutations in ovarian cancers, little attention has been directed to the possible role of germline mitochondrial variants in mitochondrial dysfunction and subsequent ovarian cancer development. Through an ongoing epithelial ovarian cancer genome-wide association study of 1,856 invasive cases (59% with serous carcinomas) and 1,912 controls (frequency-matched on age, race, and study site), we genotyped 138 SNPs tagging variation in the maternally-inherited mitochondrial genome (mtDNA) to evaluate the hypothesis that single nucleotide polymorphisms (SNPs) in mtDNA are associated with ovarian cancer risk. All subjects were non-Hispanic, non-Jewish Caucasians, and were genotyped with the Illumina 610-quad Beadchip. Samples and SNPs with call rates less than 95% were excluded. Subjects with ambiguous gender, unresolved identical genotypes, and less than 80% European ancestry were excluded. For each SNP, logistic regression was used to estimate odds ratios (OR) and corresponding 95% confidence intervals (CI) between carriers of the minor versus major maternally-inherited allele and case status. Subgroup analysis was conducted to estimate allele-specific risks between serous-only cases and controls. Haplotype analysis was performed for regions containing statistically significant SNPs (p<0.05). Two rare SNPs, C16329T in the displacement loop gene (MT-D-loop) (OR: 6.72, 95%CI: 1.5-29.8, p=0.004; minor allele frequency (MAF)=0.001) and C15905T in the tRNA threonine gene (MT-TT) (OR: 1.60, 95%CI: 1.1-2.3, p=0.009; MAF=0.027), were associated with increased ovarian cancer risk; whereas T6777C in the cytochrome c oxidase subunit 1 gene (MT-CO1) (OR: 0.68, 95%CI: 0.51-0.91, p=0.009; MAF=0.063) was associated with decreased risk. All three SNPs remained statistically significant after adjustment for multiple comparisons within the mitochondrial SNPs using permutation testing. C16329T and T6777C were also significantly associated among cases with serous histology, with ORs (95% CIs) of 6.13 (1.2-29.6) and 0.61 (0.43-0.87), respectively. Haplotype analysis for each of the three regions investigated revealed significant haplotype-disease associations; however, findings suggest that the respective associations were driven by the most significant SNP(s) listed above. This is the first large-scale epidemiologic study to provide evidence that SNPs in mitochondrial genes may be novel risk factors for ovarian cancer. Future investigation of additional mitochondrial variants (i.e. nuclear-encoded mitochondrial proteins) is necessary to more comprehensively investigate this association. Furthermore, replication of the most promising SNPs in a larger population is warranted to validate these findings. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 2835.

Abstract As the leading cause of mortality among gynecologic cancers, it is critical to increase understanding of ovarian cancer pathogenesis, which remains largely unknown. Several xenobiotic metabolizing enzymes are responsible for processing and inactivating carcinogens that could initiate ovarian carcinogenesis. Here, we hypothesize that single-nucleotide polymorphisms (SNPs) in genes encoding xenobiotic metabolizing enzymes may be associated with differential risk of ovarian cancer. Cases with epithelial ovarian cancer (N=930) and controls (N=1,037), frequency-matched on age and geographic residence, were enrolled at Mayo Clinic and Duke University, and genotyped at 163 tagSNPs in EPHX1, SULT1E1, ADH5, ADH4, ADH6, ADH1A, ADH1B, ADH1C, NQO2, NAT1, NAT2, GSTP1, CYP19A1, CYP1A1, CYP1A2, and NQO1 using an Illumina GoldenGate™ BeadArray array. Logistic regression was used to estimate odds ratios (ORs) and adjust for population structure and other potential confounders, including oral contraceptive use, parity, and family history. SNP-specific statistical analyses identified several noteworthy results including an association with increased risk of ovarian cancer with a SNP (rs2917666) in NAD(P)H dehydrogenase, quinone 1 (NQO1) (per-allele OR 1.16, 95% confidence interval (CI) 1.01-1.33, p=0.04). The SNP rs1051740 in epoxide hydrolase 1, microsomal (xenobiotic) (EPHX1) was suggestive of increased risk of invasive serous disease (TT v CT OR 0.85, 95% CI 0.66-1.09, TT v CC 1.29, 95% CI 0.89-1.88, p=0.09). In an effort to replicate these observations, a subset of 11 SNPs with a p-value < 0.10 were then genotyped in 727 invasive cancer cases and 1,065 controls from an Australian ovarian cancer study using a Sequenom iPlex assay. Results of combined analyses confirmed an association between EPHX1 rs1051740 and increased invasive serous ovarian cancer risk (TT v CT OR 0.99, 95% CI 0.77-1.29, TT v CC OR 1.61, 95% CI 1.23-2.11, p=0.001; recessive OR 1.61, 95% CI 1.25-2.09, p=0.001). This gene is involved in the activation and detoxification of tobacco-derived carcinogens, and smoking has been associated with the mucinous histologic subtype of ovarian cancer. Analyses by histological subtype and gene-environment interaction analyses considering genotype in conjunction with tobacco use and alcohol intake are underway. Due to the important role of EPHX1 in metabolizing pro-carcinogens and the observed association between rs1051740 and risk of invasive serous disease, an examination of this SNP in a larger ovarian cancer consortium is warranted. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 914.

Abstract Using data from patients with invasive epithelial ovarian cancer, we sought to examine whether overall survival was associated with common inherited variation in candidate genes and genomic regions including those involved in angiogenesis, mitosis, and regions of interest from genome-wide association and expression studies. We conducted a two-stage analysis based on Mayo Clinic patients with replication of peak results in the Cancer Genome Atlas (TCGA). Ovarian cancer patients (N=312) seen at the Mayo Clinic diagnosed from 1999 to 2006 with median follow-up of 3.7 years (range, 0.1 − 9.5 years) and 172 observed deaths were analyzed at 993 single nucleotide polymorphisms (SNPs) in 179 genes. For all patients and for serous patients only (N=192 with 129 observed deaths), Cox regression was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for each SNP, adjusted for other prognostic factors. Twenty-nine SNPs in ten genes revealed p < 0.01 among all cases or among serous cases only, including 21 independent SNP at r2=0.9; analyses within four genes (HGF, PLG, PRKACB, and DCTN5) yielded p < 0.001. The strongest result was in HGF at rs1800793 (all cases: HR 1.7, 95% CI 1.3 − 2.2, p-trend 1.9 E-5; serous cases: HR 1.6, 95% CI 1.2 − 2.2, p-trend 1.8 E-3). A correlated SNP rs2214825 also showed association (r2=0.76; all cases: HR 1.4, 95% CI 1.1 − 1.8, p-trend 3.3 E-3; serous cases: HR 1.4, 95% CI 1.0 − 1.9, p-trend 0.03), and PCA gene-level tests of the HGF locus were also significantly associated with survival (all cases, p=3.7 E-4; serous cases, p=0.01). Among all cases, differential survival was also associated with DCTN5 rs12447304 (HR 1.8, 95% CI 1.3-2.6; p=7.1 E-4), and among serous cases, with PLG rs783173 (HR 1.6, 95% CI 1.2 − 2.0, p = 8.1 E-4) and PRKACB rs1402694 (HR 1.7, 95% CI 1.3 − 2.2, p=3.2 E-4). We then examined SNPs in the most suggestive gene, HGF, using data from TCGA which had genotyped four overlapping HGF SNPs in 350 invasive cases (188 deaths). Covariate-adjusted TCGA analysis at rs2214825 revealed consistent results (HR 1.7, 95% CI 1.3-2.2, p=1.4 E-4) as did analyses of three other HGF SNPs (HR range 1.3 to 1.5, p range 3.4 E-3 to 0.049); correlation between SNP genotypes and HGF expression was also observed (p=1.4 E-3, rs2214825, probe 210997_at). While this is the first report of SNPs in HGF, it has long been known that the HGF signaling pathway, activated by HGF ligation of c-MET, plays a key role ovarian cancer cell growth, migration, and invasion. c-MET is overexpressed in 40%-60% of ovarian tumors, and high overexpression is associated with lower overall survival. In addition, HGF has been shown to enhance the response of ovarian cancer cells to low doses of paclitaxel and cisplatin by activating the intrinsic apoptotic pathway, leading to cancer cell death. These results now suggest that inherited differences in HGF among women with invasive disease may play a role in survival, holding potential clues for tailored avenues of treatment. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 897.

Abstract Epidemiologic studies suggest that breast cancer risk factor associations vary by tumor marker expression; however, individual studies have had limited power to address this question. We pooled data from up to 35,568 invasive breast cancer cases from 34 studies participating in the Breast Cancer Association Consortium (BCAC) to evaluate associations between established risk factors (age at menarche, nulliparity, age at first full time birth [AFFTB], body mass index [BMI] and family history) and breast cancer subtypes, defined by immunohistochemical expression of ER, PR, HER2, and basal markers (CK5/6 or CK5, EGFR). We used polychotomous logistic regression to evaluate relationships between risk factors and tumor subtypes in case-only analyses and to estimate case-control odds ratios and 95% confidence intervals for the associations between risk factors and specific tumor subtypes in 11 population-based studies including up to 12,841 cases and 17,032 controls. In case-only analyses, we found that reproductive risk factors were more common in hormone receptor positive tumors: early age at menarche was most strongly related to PR status (34.6% vs. 32.4% of women with age at menarche ≤12 years among PR+ and PR- cases, respectively, P= 0.001); whereas nulliparity, and late AFFTB in parous women were most strongly related to ER status (15.3% vs. 13.6% nulliparous women, 17.1% vs. 15.2% women with late AFFTB [≥30 years], among ER+ and ER- cases, respectively, P=2.6×10−6 for nulliparity and P=2.0×10−7 for late AFFTB). Nulliparity and late AFFTB were less common among triple negative (TN) tumors overall and among TN tumors expressing basal markers. Elevated BMI in women aged 50 years or younger was more common in ER-&PR- than ER+&PR+ tumors (17.0% vs 13.6% women with BMI ≥30, respectively, P=1.3×10−7), whereas above age 50 years, elevated BMI was more common in ER+&PR+ than ER+&PR- tumors (20.9% vs 16.7% women with BMI ≥30, respectively, P=2.8×10−8 comparing BMI ≥30 to BMI <25). In case-control analyses, early age at menarche was associated with increased risk of PR+ tumors; nulliparity and late AFFTB were most strongly associated with increased risk of (ER+ or PR+)&HER2- tumors, and did not increase the risk of TN tumors. Having a family history of breast cancer increased the risk of all tumor subtypes, although the association was strongest for TN tumors expressing basal markers. Our data provide convincing evidence for etiological heterogeneity with respect to breast cancer risk factors stratified by ER and PR status. Stratification by additional markers provides additional insights about etiologic differences in breast cancer risk. Note: This abstract was not presented at the AACR 101st Annual Meeting 2010 because the presenter was unable to attend. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 870.

Abstract Recent GWAS have identified and confirmed associations between several SNPs in the gene desert located on chromosome 8q24 with risk of cancers of the breast, prostate, glioma, bladder and colorectum. Evidence supporting an association with ovarian cancer is limited and inconsistent. Here we evaluate preliminary results in the 8q24 region from stage I of an ongoing invasive epithelial ovarian cancer GWAS among 1864 cases (1096 serous cases) and 1912 controls. All subjects were self-reported non-Hispanic non-Jewish Caucasian, and were genotyped with the Illumina 610quad Chip. Samples and SNPs with call rates less than 95% were excluded (9.6% and 9.9%, respectively) as well as 128 subjects with ambiguous gender, unresolved identical genotypes and less than 80% European ancestry were also excluded. Our most significant hit in the region was rs6651252 located at 8q24.21 with p = 0.000125 for all ovarian cancer, and 1.02*10−5 for serous cases only. This region is located approximately 849 kb downstream of the previous 8q24.21 findings on other cancers, and was not in linkage disequilibrium with any of the haplotype blocks reported previously. We further examined the block structure of this region with eight genotyped SNPs located within 129.61 to 129.64 MB (rs10088218, rs1516973, rs1516975, rs16903097, rs10098821, rs6651252, rs1561928, and rs1561927) and performed haplotype analysis to evaluate the association with ovarian cancer risk. One haplotype (AAGCAGGG, estimated frequency=0.11) was significantly associated with decreased ovarian cancer risk with an odds ratio of 0.67 (all cases, 95% CI: 0.78-0.91, p=0.0026, empirical p= 0.0020). This region contains no known genes, but it is located upstream and overlaps with a known copy number variation (CNV) reported by Redon et al. (2006). Previous published literature on array CGH and CNV results from TCGA (The Cancer Genome Atlas) also indicate that the 8q24.21 region is associated with frequent gains/amplification in ovarian tumors. Combined analysis of SNPs and CNV identified in this region is underway to elucidate the joint effect of these two types of genetic variation on ovarian cancer risk. Our result indicates a novel locus on 8q24.21 is associated with epithelial ovarian cancer susceptibility. Haplotype analysis reveals one specific haplotype that is associated with decreased ovarian cancer risk compared to the most common haplotype. Given previous 8q24 findings from other cancers and evidence from publicly available resources, fine-mapping and resequencing of this region is warranted. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 4724.

Abstract Background: We previously identified a panel of genes associated with outcome of ovarian cancer. The purpose of the current study was to assess whether variants in these genes correlated with ovarian cancer risk. Methods and Findings: Women with and without invasive ovarian cancer (749 cases, 1,041 controls) were genotyped at 136 single nucleotide polymorphisms (SNPs) within 13 candidate genes. Risk was estimated for each SNP and for overall variation within each gene. At the gene-level, variation within MSL1 (male-specific lethal-1 homolog) was associated with risk of serous cancer (p=0.03); haplotypes within PRPF31 (PRP31 pre-mRNA processing factor 31 homolog) were associated with risk of invasive disease (p=0.03). MSL1 rs7211770 was associated with decreased risk of serous disease (OR 0.81, 95% CI 0.66-0.98; p=0.03). SNPs in MFSD7, BTN3A3, ZNF200, PTPRS, and CCND1A were inversely associated with risk (p<0.05), and there was increased risk at HEXIM1 rs1053578 (p=0.04, OR 1.40, 95% CI 1.02-1.91). Conclusions: Tumor studies can reveal novel genes worthy of follow-up for cancer susceptibility. Here, we found that inherited markers in the gene encoding MSL1, part of a complex that modifies the histone H4, may decrease risk of invasive serous ovarian cancer. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 4718.