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1.
Hum Mutat ; 42(10): 1265-1278, 2021 10.
Article in English | MEDLINE | ID: mdl-34245638

ABSTRACT

Hereditary endometrial cancer (EC) is most commonly attributed to pathogenic variants in mismatch repair genes. Evidence supports the existence of additional genetic risk factors in the context of multiple cancer diagnoses and/or family history of EC. EC patients (n = 5292) referred for diagnostic multigene cancer panel testing were annotated for presence of a pathogenic gene variant; personal history of prior, concurrent, or subsequent cancer of another type; reported family history of Lynch syndrome or EC. The Pearson χ2 test was used to assess differences in gene variant prevalence between case sub-groups defined by personal and/or family history of cancer/s, using cases with no family history of Lynch/EC as reference. Another cancer diagnosis was reported for 55% of EC cases. EC cases with a prior and reported family history of Lynch cancer were enriched for variants in MLH1 (p = 3.5 × 10-7 ), MSH2 (p = 3.1 × 10-7 ), and PMS2 (p = .02). Consistent with expectations for a breast cancer gene also predisposing to EC, the variant frequency was increased in EC patients with prior BC and family history of EC for BRCA1 (p = 1.7 × 10-5 ) and PALB2 (p = .0002). Strategic case-case analyses to address cohort ascertainment bias have provided a rationale to direct future studies of candidate hereditary EC genes.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis , Endometrial Neoplasms , BRCA1 Protein/genetics , Cohort Studies , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/pathology , DNA Mismatch Repair/genetics , Endometrial Neoplasms/diagnosis , Endometrial Neoplasms/genetics , Fanconi Anemia Complementation Group N Protein/genetics , Female , Genetic Testing , Humans , MutL Protein Homolog 1/genetics
2.
Gynecol Oncol ; 158(3): 702-709, 2020 09.
Article in English | MEDLINE | ID: mdl-32641237

ABSTRACT

PURPOSE: Prior studies of menopausal hormone therapy (MHT) and ovarian cancer survival have been limited by lack of hormone regimen detail and insufficient sample sizes. To address these limitations, a comprehensive analysis of 6419 post-menopausal women with pathologically confirmed ovarian carcinoma was conducted to examine the association between MHT use prior to diagnosis and survival. METHODS: Data from 15 studies in the Ovarian Cancer Association Consortium were included. MHT use was examined by type (estrogen-only (ET) or estrogen+progestin (EPT)), duration, and recency of use relative to diagnosis. Cox proportional hazards models were used to estimate the association between hormone therapy use and survival. Logistic regression and mediation analysis was used to explore the relationship between MHT use and residual disease following debulking surgery. RESULTS: Use of ET or EPT for at least five years prior to diagnosis was associated with better ovarian cancer survival (hazard ratio, 0.80; 95% CI, 0.74 to 0.87). Among women with advanced stage, high-grade serous carcinoma, those who used MHT were less likely to have any macroscopic residual disease at the time of primary debulking surgery (p for trend <0.01 for duration of MHT use). Residual disease mediated some (17%) of the relationship between MHT and survival. CONCLUSIONS: Pre-diagnosis MHT use for 5+ years was a favorable prognostic factor for women with ovarian cancer. This large study is consistent with prior smaller studies, and further work is needed to understand the underlying mechanism.


Subject(s)
Estrogen Replacement Therapy/statistics & numerical data , Hormone Replacement Therapy/statistics & numerical data , Ovarian Neoplasms/mortality , Progestins/administration & dosage , Aged , Female , Humans , Middle Aged , Neoplasm Staging , Neoplasm, Residual/pathology , Ovarian Neoplasms/pathology , Ovarian Neoplasms/surgery , Postmenopause , Progression-Free Survival , Proportional Hazards Models , Survival Rate
3.
Cancer Causes Control ; 28(5): 459-468, 2017 May.
Article in English | MEDLINE | ID: mdl-28050675

ABSTRACT

PURPOSE: Cancer antigen 125 (CA125) is a glycoprotein expressed by epithelial cells of several normal tissue types and overexpressed by several epithelial cancers. Serum CA125 levels are mostly used as an aid in the diagnosis of ovarian cancer patients, to monitor response to treatment and detect cancer recurrence. Besides tumor characteristics, CA125 levels are also influenced by several epidemiologic factors, such as age, parity, and oral contraceptive use. Identifying factors that influence CA125 levels in ovarian cancer patients could aid in the interpretation of CA125 values for individuals. METHODS: We evaluated predictors of pretreatment CA125 in 13 studies participating in the Ovarian Cancer Association Consortium. This analysis included a total of 5,091 women with invasive epithelial ovarian cancer with pretreatment CA125 measurements. We used probit scores to account for variability in CA125 between studies and linear regression to estimate the association between epidemiologic factors and tumor characteristics and pretreatment CA125 levels. RESULTS: In age-adjusted models, older age, history of pregnancy, history of tubal ligation, family history of breast cancer, and family history of ovarian cancer were associated with higher CA125 levels while endometriosis was associated with lower CA125 levels. After adjusting for tumor-related characteristics (stage, histology, grade), body mass index (BMI) higher than 30 kg/m2 was associated with 10% (95% CI 2, 19%) higher CA125 levels, while race (non-white vs. white) was associated with 15% (95% CI 4, 27%) higher CA125 levels. CONCLUSION: Our results suggest that high BMI and race may influence CA125 levels independent of tumor characteristics. Validation is needed in studies that use a single assay for CA125 measurement and have a diverse study population.


Subject(s)
Biomarkers, Tumor/blood , CA-125 Antigen/blood , Neoplasm Recurrence, Local/diagnosis , Ovarian Neoplasms/diagnosis , Adult , Aged , Female , Humans , Middle Aged , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/pathology , Ovarian Neoplasms/blood , Ovarian Neoplasms/pathology , Parity , Pregnancy , Prognosis
4.
Gynecol Oncol ; 147(2): 381-387, 2017 11.
Article in English | MEDLINE | ID: mdl-28822557

ABSTRACT

OBJECTIVE: To determine endometrial cancer (EC) risk according to family cancer history, including assessment by degree of relatedness, type of and age at cancer diagnosis of relatives. METHODS: Self-reported family cancer history was available for 1353 EC patients and 628 controls. Logistic regression was used to quantify the association between EC and cancer diagnosis in ≥1 first or second degree relative, and to assess whether level of risk differed by degree of relationship and/or relative's age at diagnosis. Risk was also evaluated for family history of up to three cancers from known familial syndromes (Lynch, Cowden, hereditary breast and ovarian cancer) overall, by histological subtype and, for a subset of 678 patients, by EC tumor mismatch repair (MMR) gene expression. RESULTS: Report of EC in ≥1 first- or second-degree relative was associated with significantly increased risk of EC (P=3.8×10-7), independent of lifestyle risk factors. There was a trend in increasing EC risk with closer relatedness and younger age at EC diagnosis in relatives (PTrend=4.43×10-6), and with increasing numbers of Lynch cancers in relatives (PTrend≤0.0001). EC risk associated with family history did not differ by proband tumor MMR status, or histological subtype. Reported EC in first- or second-degree relatives remained associated with EC risk after conservative correction for potential misreported family history (OR 2.0; 95% CI, 1.24-3.37, P=0.004). CONCLUSION: The strongest predictor of EC risk was closer relatedness and younger EC diagnosis age in ≥1 relative. Associations remained significant irrespective of proband MMR status, and after excluding MMR pathogenic variant carriers, indicating that Lynch syndrome genes do not fully explain familial EC risk.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Endometrial Neoplasms/genetics , Genetic Counseling/methods , Australia/epidemiology , Case-Control Studies , Colorectal Neoplasms, Hereditary Nonpolyposis/epidemiology , Colorectal Neoplasms, Hereditary Nonpolyposis/prevention & control , Endometrial Neoplasms/epidemiology , Endometrial Neoplasms/prevention & control , Female , Genetic Predisposition to Disease , Humans , Logistic Models , Medical History Taking , Middle Aged
5.
Gynecol Oncol ; 141(2): 386-401, 2016 05.
Article in English | MEDLINE | ID: mdl-25940428

ABSTRACT

OBJECTIVE: Clinical genetic testing is commercially available for rs61764370, an inherited variant residing in a KRAS 3' UTR microRNA binding site, based on suggested associations with increased ovarian and breast cancer risk as well as with survival time. However, prior studies, emphasizing particular subgroups, were relatively small. Therefore, we comprehensively evaluated ovarian and breast cancer risks as well as clinical outcome associated with rs61764370. METHODS: Centralized genotyping and analysis were performed for 140,012 women enrolled in the Ovarian Cancer Association Consortium (15,357 ovarian cancer patients; 30,816 controls), the Breast Cancer Association Consortium (33,530 breast cancer patients; 37,640 controls), and the Consortium of Modifiers of BRCA1 and BRCA2 (14,765 BRCA1 and 7904 BRCA2 mutation carriers). RESULTS: We found no association with risk of ovarian cancer (OR=0.99, 95% CI 0.94-1.04, p=0.74) or breast cancer (OR=0.98, 95% CI 0.94-1.01, p=0.19) and results were consistent among mutation carriers (BRCA1, ovarian cancer HR=1.09, 95% CI 0.97-1.23, p=0.14, breast cancer HR=1.04, 95% CI 0.97-1.12, p=0.27; BRCA2, ovarian cancer HR=0.89, 95% CI 0.71-1.13, p=0.34, breast cancer HR=1.06, 95% CI 0.94-1.19, p=0.35). Null results were also obtained for associations with overall survival following ovarian cancer (HR=0.94, 95% CI 0.83-1.07, p=0.38), breast cancer (HR=0.96, 95% CI 0.87-1.06, p=0.38), and all other previously-reported associations. CONCLUSIONS: rs61764370 is not associated with risk of ovarian or breast cancer nor with clinical outcome for patients with these cancers. Therefore, genotyping this variant has no clinical utility related to the prediction or management of these cancers.


Subject(s)
Breast Neoplasms/enzymology , Breast Neoplasms/genetics , Neoplasms, Glandular and Epithelial/enzymology , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/enzymology , Ovarian Neoplasms/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Carcinoma, Ovarian Epithelial , Female , Humans
6.
Gynecol Oncol ; 131(1): 8-14, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23917080

ABSTRACT

OBJECTIVE: ABCB1 encodes the multi-drug efflux pump P-glycoprotein (P-gp) and has been implicated in multi-drug resistance. We comprehensively evaluated this gene and flanking regions for an association with clinical outcome in epithelial ovarian cancer (EOC). METHODS: The best candidates from fine-mapping analysis of 21 ABCB1 SNPs tagging C1236T (rs1128503), G2677T/A (rs2032582), and C3435T (rs1045642) were analysed in 4616 European invasive EOC patients from thirteen Ovarian Cancer Association Consortium (OCAC) studies and The Cancer Genome Atlas (TCGA). Additionally we analysed 1,562 imputed SNPs around ABCB1 in patients receiving cytoreductive surgery and either 'standard' first-line paclitaxel-carboplatin chemotherapy (n=1158) or any first-line chemotherapy regimen (n=2867). We also evaluated ABCB1 expression in primary tumours from 143 EOC patients. RESULT: Fine-mapping revealed that rs1128503, rs2032582, and rs1045642 were the best candidates in optimally debulked patients. However, we observed no significant association between any SNP and either progression-free survival or overall survival in analysis of data from 14 studies. There was a marginal association between rs1128503 and overall survival in patients with nil residual disease (HR 0.88, 95% CI 0.77-1.01; p=0.07). In contrast, ABCB1 expression in the primary tumour may confer worse prognosis in patients with sub-optimally debulked tumours. CONCLUSION: Our study represents the largest analysis of ABCB1 SNPs and EOC progression and survival to date, but has not identified additional signals, or validated reported associations with progression-free survival for rs1128503, rs2032582, and rs1045642. However, we cannot rule out the possibility of a subtle effect of rs1128503, or other SNPs linked to it, on overall survival.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Drug Resistance, Multiple/genetics , Drug Resistance, Neoplasm/genetics , Neoplasms, Glandular and Epithelial/drug therapy , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , ATP Binding Cassette Transporter, Subfamily B , Carboplatin/administration & dosage , Carcinoma, Ovarian Epithelial , Disease Progression , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Neoplasms, Glandular and Epithelial/surgery , Ovarian Neoplasms/surgery , Paclitaxel/administration & dosage , Pharmacogenetics , Polymorphism, Single Nucleotide , Proportional Hazards Models
7.
PLoS Genet ; 6(7): e1001016, 2010 Jul 08.
Article in English | MEDLINE | ID: mdl-20628624

ABSTRACT

We hypothesized that variants in genes expressed as a consequence of interactions between ovarian cancer cells and the host micro-environment could contribute to cancer susceptibility. We therefore used a two-stage approach to evaluate common single nucleotide polymorphisms (SNPs) in 173 genes involved in stromal epithelial interactions in the Ovarian Cancer Association Consortium (OCAC). In the discovery stage, cases with epithelial ovarian cancer (n=675) and controls (n=1,162) were genotyped at 1,536 SNPs using an Illumina GoldenGate assay. Based on Positive Predictive Value estimates, three SNPs-PODXL rs1013368, ITGA6 rs13027811, and MMP3 rs522616-were selected for replication using TaqMan genotyping in up to 3,059 serous invasive cases and 8,905 controls from 16 OCAC case-control studies. An additional 18 SNPs with Pper-allele<0.05 in the discovery stage were selected for replication in a subset of five OCAC studies (n=1,233 serous invasive cases; n=3,364 controls). The discovery stage associations in PODXL, ITGA6, and MMP3 were attenuated in the larger replication set (adj. Pper-allele>or=0.5). However genotypes at TERT rs7726159 were associated with ovarian cancer risk in the smaller, five-study replication study (Pper-allele=0.03). Combined analysis of the discovery and replication sets for this TERT SNP showed an increased risk of serous ovarian cancer among non-Hispanic whites [adj. ORper-allele 1.14 (1.04-1.24) p=0.003]. Our study adds to the growing evidence that, like the 8q24 locus, the telomerase reverse transcriptase locus at 5p15.33, is a general cancer susceptibility locus.


Subject(s)
Epithelial Cells/pathology , Genetic Predisposition to Disease/genetics , Ovarian Neoplasms/genetics , Polymorphism, Single Nucleotide , Stromal Cells/pathology , Telomerase/genetics , Case-Control Studies , Chromosomes, Human, Pair 5 , Female , Genotype , Humans , White People/genetics
8.
Twin Res Hum Genet ; 15(5): 615-623, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22794196

ABSTRACT

Recent Genome-Wide Association Studies (GWAS) have identified four low-penetrance ovarian cancer susceptibility loci. We hypothesized that further moderate- or low-penetrance variants exist among the subset of single-nucleotide polymorphisms (SNPs) not well tagged by the genotyping arrays used in the previous studies, which would account for some of the remaining risk. We therefore conducted a time- and cost-effective stage 1 GWAS on 342 invasive serous cases and 643 controls genotyped on pooled DNA using the high-density Illumina 1M-Duo array. We followed up 20 of the most significantly associated SNPs, which are not well tagged by the lower density arrays used by the published GWAS, and genotyping them on individual DNA. Most of the top 20 SNPs were clearly validated by individually genotyping the samples used in the pools. However, none of the 20 SNPs replicated when tested for association in a much larger stage 2 set of 4,651 cases and 6,966 controls from the Ovarian Cancer Association Consortium. Given that most of the top 20 SNPs from pooling were validated in the same samples by individual genotyping, the lack of replication is likely to be due to the relatively small sample size in our stage 1 GWAS rather than due to problems with the pooling approach. We conclude that there are unlikely to be any moderate or large effects on ovarian cancer risk untagged by less dense arrays. However, our study lacked power to make clear statements on the existence of hitherto untagged small-effect variants.


Subject(s)
Genetic Predisposition to Disease , Genome-Wide Association Study/methods , Ovarian Neoplasms/genetics , Polymorphism, Single Nucleotide , Aged , Australia , Case-Control Studies , Female , Humans , Middle Aged , Reproducibility of Results , Sample Size
9.
JAMA ; 307(4): 382-90, 2012 Jan 25.
Article in English | MEDLINE | ID: mdl-22274685

ABSTRACT

CONTEXT: Approximately 10% of women with invasive epithelial ovarian cancer (EOC) carry deleterious germline mutations in BRCA1 or BRCA2. A recent article suggested that BRCA2-related EOC was associated with an improved prognosis, but the effect of BRCA1 remains unclear. OBJECTIVE: To characterize the survival of BRCA carriers with EOC compared with noncarriers and to determine whether BRCA1 and BRCA2 carriers show similar survival patterns. DESIGN, SETTING, AND PARTICIPANTS: A pooled analysis of 26 observational studies on the survival of women with ovarian cancer, which included data from 1213 EOC cases with pathogenic germline mutations in BRCA1 (n = 909) or BRCA2 (n = 304) and from 2666 noncarriers recruited and followed up at variable times between 1987 and 2010 (the median year of diagnosis was 1998). MAIN OUTCOME MEASURE: Five-year overall mortality. RESULTS: The 5-year overall survival was 36% (95% CI, 34%-38%) for noncarriers, 44% (95% CI, 40%-48%) for BRCA1 carriers, and 52% (95% CI, 46%-58%) for BRCA2 carriers. After adjusting for study and year of diagnosis, BRCA1 and BRCA2 mutation carriers showed a more favorable survival than noncarriers (for BRCA1: hazard ratio [HR], 0.78; 95% CI, 0.68-0.89; P < .001; and for BRCA2: HR, 0.61; 95% CI, 0.50-0.76; P < .001). These survival differences remained after additional adjustment for stage, grade, histology, and age at diagnosis (for BRCA1: HR, 0.73; 95% CI, 0.64-0.84; P < .001; and for BRCA2: HR, 0.49; 95% CI, 0.39-0.61; P < .001). The BRCA1 HR estimate was significantly different from the HR estimated in the adjusted model (P for heterogeneity = .003). CONCLUSION: Among patients with invasive EOC, having a germline mutation in BRCA1 or BRCA2 was associated with improved 5-year overall survival. BRCA2 carriers had the best prognosis.


Subject(s)
Genes, BRCA1 , Genes, BRCA2 , Germ-Line Mutation , Ovarian Neoplasms/genetics , Ovarian Neoplasms/mortality , Adult , Aged , Female , Humans , Middle Aged , Prognosis , Survival Analysis
10.
Cancers (Basel) ; 14(8)2022 Apr 13.
Article in English | MEDLINE | ID: mdl-35454861

ABSTRACT

OBJECTIVE: Studies on low-grade serous ovarian cancer (LGSC) are limited by a low number of cases. The aim of this study was to define the prognostic significance of age, stage, and CA-125 levels on survival in a multi-institutional cohort of women with pathologically confirmed LGSC. METHODS: Women with LGSC were identified from the collaborative Ovarian Cancer Association Consortium (OCAC). Cases of newly diagnosed primary LGSC were included if peri-operative CA-125 levels were available. Age at diagnosis, FIGO stage, pre- and post-treatment CA-125 levels, residual disease, adjuvant chemotherapy, disease recurrence, and vital status were collected by the participating institutions. Progression-free (PFS) and overall survival (OS) were calculated. Multivariable (MVA) Cox proportional hazard models were used and hazard ratios (HR) calculated. RESULTS: A total of 176 women with LGSC were included in this study; 82% had stage III/IV disease. The median PFS was 2.3 years and the median OS was 6.4 years. Age at diagnosis was not significantly associated with worse PFS (p = 0.23) or OS (p = 0.3) (HR per year: 0.99; 95%CI, 0.96-1.01 and 0.98; 95%CI 0.95-1.01). FIGO stage III/IV was independently associated with PFS (HR 4.26, 95%CI 1.43-12.73) and OS (HR 1.69, 95%CI 0.56-5.05). Elevated CA-125 (≥35 U/mL) at diagnosis was not significantly associated with worse PFS (p = 0.87) or OS (p = 0.78) in MVA. Elevated CA-125 (≥35 U/mL) after completion of primary treatment was independently associated with worse PFS (HR 2.81, 95%CI 1.36-5.81) and OS (HR 6.62, 95%CI 2.45-17.92). In the MVA, residual disease was independently associated with PFS (0.022), but not OS (0.85). CONCLUSION: Advanced LGSC was associated with poor long-term prognosis. FIGO stage and abnormal post-treatment CA-125 level are key prognostic factors inversely associated with PFS and OS. HIGHLIGHTS: 1. Through a multi-center collaborative effort, data from 176 women with low-grade serous ovarian cancer were analyzed. 2. Although low-grade serous ovarian cancer is often considered indolent, the progression-free and overall survival are poor. 3. Elevated post-treatment CA-125 levels are independently associated with poor survival.

11.
Breast Cancer Res Treat ; 126(1): 235-9, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21165769

ABSTRACT

ABCC11 is an ATP-binding cassette transporter responsible for the transport of a diverse range of lipophilic compounds. A single nucleotide polymorphism (SNP) encoding an amino acid change has recently been shown to determine whether cerumen (earwax) is wet or dry. We hypothesised that this ABCC11 SNP may be associated with breast cancer risk because an association has been reported between wet earwax and increased risk of breast cancer. We therefore analysed the frequency of the functional SNP in 1342 cases and 2256 controls from two breast cancer studies of Caucasian women but found no evidence for an association with breast cancer risk.


Subject(s)
ATP-Binding Cassette Transporters/genetics , Breast Neoplasms/etiology , Cerumen , Polymorphism, Single Nucleotide/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Case-Control Studies , DNA, Neoplasm/genetics , Female , Humans , Middle Aged , Polymerase Chain Reaction , Prognosis , Risk Factors , White People , Young Adult
12.
Cancer Epidemiol Biomarkers Prev ; 30(9): 1669-1680, 2021 09.
Article in English | MEDLINE | ID: mdl-34162658

ABSTRACT

BACKGROUND: Many loci have been found to be associated with risk of epithelial ovarian cancer (EOC). However, although there is considerable variation in progression-free survival (PFS), no loci have been found to be associated with outcome at genome-wide levels of significance. METHODS: We carried out a genome-wide association study (GWAS) of PFS in 2,352 women with EOC who had undergone cytoreductive surgery and standard carboplatin/paclitaxel chemotherapy. RESULTS: We found seven SNPs at 12q24.33 associated with PFS (P < 5 × 10-8), the top SNP being rs10794418 (HR = 1.24; 95% CI, 1.15-1.34; P = 1.47 × 10-8). High expression of a nearby gene, ULK1, is associated with shorter PFS in EOC, and with poor prognosis in other cancers. SNP rs10794418 is also associated with expression of ULK1 in ovarian tumors, with the allele associated with shorter PFS being associated with higher expression, and chromatin interactions were detected between the ULK1 promoter and associated SNPs in serous and endometrioid EOC cell lines. ULK1 knockout ovarian cancer cell lines showed significantly increased sensitivity to carboplatin in vitro. CONCLUSIONS: The locus at 12q24.33 represents one of the first genome-wide significant loci for survival for any cancer. ULK1 is a plausible candidate for the target of this association. IMPACT: This finding provides insight into genetic markers associated with EOC outcome and potential treatment options.See related commentary by Peres and Monteiro, p. 1604.


Subject(s)
Autophagy-Related Protein-1 Homolog , Carcinoma, Ovarian Epithelial/genetics , Intracellular Signaling Peptides and Proteins , Ovarian Neoplasms/genetics , Biomarkers, Tumor/blood , Carcinoma, Ovarian Epithelial/mortality , Female , Gene Knockout Techniques , Genome-Wide Association Study , Humans , Ovarian Neoplasms/mortality , Polymorphism, Single Nucleotide , Progression-Free Survival
13.
BMJ Open ; 10(6): e037740, 2020 06 11.
Article in English | MEDLINE | ID: mdl-32532784

ABSTRACT

OBJECTIVE: Medical research studies often rely on the manual collection of data from scanned typewritten clinical records, which can be laborious, time consuming and error prone because of the need to review individual clinical records. We aimed to use text mining to assist with the extraction of clinical features from complex text-based scanned pathology records for medical research studies. DESIGN: Text mining performance was measured by extracting and annotating three distinct pathological features from scanned photocopies of endometrial carcinoma clinical pathology reports, and comparing results to manually abstracted terms. Inclusion and exclusion keyword trigger terms to capture leiomyomas, endometriosis and adenomyosis were provided based on expert knowledge. Terms were expanded with character variations based on common optical character recognition (OCR) error patterns as well as negation phrases found in sample reports. The approach was evaluated on an unseen test set of 1293 scanned pathology reports originating from laboratories across Australia. SETTING: Scanned typewritten pathology reports for women aged 18-79 years with newly diagnosed endometrial cancer (2005-2007) in Australia. RESULTS: High concordance with final abstracted codes was observed for identifying the presence of three pathology features (94%-98% F-measure). The approach was more consistent and reliable than manual abstractions, identifying 3%-14% additional feature instances. CONCLUSION: Keyword trigger-based automation with OCR error correction and negation handling proved not only to be rapid and convenient, but also providing consistent and reliable data abstractions from scanned clinical records. In conjunction with manual review, it can assist in the generation of high-quality data abstractions for medical research studies.


Subject(s)
Data Mining/methods , Electronic Health Records , Endometrial Neoplasms/pathology , Adolescent , Adult , Aged , Female , Humans , Middle Aged , Proof of Concept Study
14.
Sci Rep ; 10(1): 3621, 2020 02 27.
Article in English | MEDLINE | ID: mdl-32108150

ABSTRACT

Leiomyomas, adenomyosis, and endometriosis are reported to be risk factors for endometrial carcinoma (EC), and adenomyosis and endometriosis also for ovarian carcinoma (OC). We aimed to describe the prevalence of these conditions in EC patients with or without an OC diagnosis, and to investigate their relationship with EC risk and prognostic factors in these patients. We evaluated the co-existence of these three conditions in 1399 EC patients, and compared the prevalence of epidemiological risk factors and tumor prognostic features in patients with each condition versus not. Prevalence of conditions was also assessed in the subset of patients with prior/concurrent OC. The observed coexistence of leiomyomas, adenomyosis and endometriosis significantly deviated from that expected (P = 1.2 × 10-8). Patients were more likely to: report a younger age at menarche (PTrend = 0.004) if they had leiomyomas; have used oral contraceptives (P = 6.6 × 10-5) or had ≥2 full-term pregnancies (PTrend = 2.0 × 10-9) if they had adenomyosis; be diagnosed with EC at younger age (P = 5.0 × 10-11) if they had endometriosis. Patients with prior/concurrent OC were more likely to be diagnosed at younger age (P = 5.0 × 10-5), have endometriosis (P = 9.9 × 10-7), and present with higher stage EC (PTrend = 6.6 × 10-5). These findings justify further consideration of these gynecologic conditions as independent risk and prognostic factors for EC.


Subject(s)
Adenomyosis/complications , Endometrial Neoplasms/complications , Endometriosis/complications , Leiomyoma/complications , Adenomyosis/diagnosis , Adult , Aged , Aged, 80 and over , Australia , Endometrial Neoplasms/diagnosis , Endometriosis/diagnosis , Female , Humans , Leiomyoma/diagnosis , Middle Aged , Prevalence , Young Adult
15.
Breast Cancer Res Treat ; 115(1): 145-50, 2009 May.
Article in English | MEDLINE | ID: mdl-18481171

ABSTRACT

BARD1 was first identified as a BRCA1-interacting protein with tumour-suppressor functions. Some association studies suggested that the BARD1 Cys557Ser variant might be associated with increased risk of breast cancer, but the evidence remains uncertain. We found that the BARD1 Cys557Ser variant was carried by 50 of 1,136 cases (4.4%) and 30 of 623 controls (5.0%) from the population-based Australian Breast Cancer Family Study, 14 of 324 (4.3%) cases from the Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer (kConFab), and 30 of 760 controls (4.0%) from the Australian Ovarian Cancer Study. Case-control comparisons showed no evidence that the variant frequency differed by case-control status (P >or= 0.3). Segregation analysis of 14 kConFab variant-carrying families containing 157 genotyped individuals provided no evidence of segregation with disease. We conclude that the BARD1 Cys557Ser variant is not associated with breast cancer risk.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , Polymorphism, Genetic , Tumor Suppressor Proteins/genetics , Ubiquitin-Protein Ligases/genetics , Adult , Aged , Aged, 80 and over , Australia , Case-Control Studies , Cysteine/chemistry , Family Health , Humans , Middle Aged , Risk , Serine/chemistry
16.
Breast Cancer Res Treat ; 117(2): 371-9, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19082709

ABSTRACT

GATA-binding protein 3 (GATA3) is a transcription factor that is crucial to mammary gland morphogenesis and differentiation of progenitor cells, and has been suggested to have a tumor suppressor function. The rs570613 single nucleotide polymorphism (SNP) in intron 4 of GATA3 was previously found to be associated with a reduction in breast cancer risk in the Cancer Genetic Markers of Susceptibility project and in pooled analysis of two case-control studies from Norway and Poland (P (trend) = 0.004), with some evidence for a stronger association with estrogen receptor (ER) negative tumours [Garcia-Closas M et al. (2007) Cancer Epidemiol Biomarkers Prev 16:2269-2275]. We genotyped GATA3 rs570613 in 6,388 cases and 4,995 controls from the Breast Cancer Association Consortium (BCAC) and 5,617 BRCA1 and BRCA2 carriers from the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA). We found no association between this SNP and breast cancer risk in BCAC cases overall (OR(per-allele) = 1.00, 95% CI 0.94-1.05), in ER negative BCAC cases (OR(per-allele) = 1.02, 95% CI 0.91-1.13), in BRCA1 mutation carriers RR(per-allele) = 0.99, 95% CI 0.90-1.09) or BRCA2 mutation carriers (RR(per-allele) = 0.93, 95% CI 0.80-1.07). We conclude that there is no evidence that either GATA3 rs570613, or any variant in strong linkage disequilibrium with it, is associated with breast cancer risk in women.


Subject(s)
Breast Neoplasms/genetics , GATA3 Transcription Factor/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Female , Genes, BRCA1 , Genes, BRCA2 , Genotype , Humans , Linkage Disequilibrium , Mutation , Risk Factors
17.
Clin Cancer Res ; 14(17): 5594-601, 2008 Sep 01.
Article in English | MEDLINE | ID: mdl-18765553

ABSTRACT

PURPOSE: The human ABCB1 gene encodes P-glycoprotein, which transports a broad range of anticancer drugs, including paclitaxel. Although the functional consequences of ABCB1 polymorphisms have been the subject of numerous studies, few have assessed the association with clinical outcome. EXPERIMENTAL DESIGN: We assessed the association between the 2677G>T/A, 3435C>T, and 1236C>T ABCB1 polymorphisms and progression-free and overall survival in 309 patients from the Australian Ovarian Cancer Study treated with paclitaxel/carboplatin and subsequently tested significant observations in an independent validation set. RESULTS: Women who carried the minor T/A alleles at the 2677G>T/A polymorphism were significantly less likely to relapse following treatment compared with homozygote GG carriers (P(Log-rank)=0.001) in the Australian Ovarian Cancer Study cohort. Subgroup analyses showed that this effect was limited to cases with residual disease 1 cm (P(Log-rank)=0.3). This effect was not confirmed in an independent validation set of carboplatin/paclitaxel-treated patients (n=278) using a higher residual disease cut point (T/A polymorphism on progression-free survival in ovarian cancer patients who are treated with a taxane/carboplatin, which is dependent on the extent of residual disease, with a better prognosis for patients with the 2677T/A allele and minimal residual disease.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carboplatin/administration & dosage , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Paclitaxel/administration & dosage , Polymorphism, Single Nucleotide , ATP Binding Cassette Transporter, Subfamily B , Adult , Aged , Aged, 80 and over , Disease-Free Survival , Docetaxel , Female , Humans , Middle Aged , Neoplasm, Residual/drug therapy , Taxoids/therapeutic use
18.
Twin Res Hum Genet ; 12(3): 269-75, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19456219

ABSTRACT

Fibroblast growth factor (FGF)-2 (basic) is a potent angiogenic molecule involved in tumor progression, and is one of several growth factors with a central role in ovarian carcinogenesis. We hypothesized that common single nucleotide polymorphisms (SNPs) in the FGF2 gene may alter angiogenic potential and thereby susceptibility to ovarian cancer. We analyzed 25 FGF2 tgSNPs using five independent study populations from the United States and Australia. Analysis was restricted to non-Hispanic White women with serous ovarian carcinoma (1269 cases and 2829 controls). There were no statistically significant associations between any FGF2 SNPs and ovarian cancer risk. There were two nominally statistically significant associations between heterozygosity for two FGF2 SNPs (rs308379 and rs308447; p < .05) and serous ovarian cancer risk in the combined dataset, but rare homozygous estimates did not achieve statistical significance, nor were they consistent with the log additive model of inheritance. Overall genetic variation in FGF2 does not appear to play a role in susceptibility to ovarian cancer.


Subject(s)
Fibroblast Growth Factor 2/genetics , Ovarian Neoplasms/genetics , Polymorphism, Genetic , Australia , Case-Control Studies , Female , Humans , Ovarian Neoplasms/epidemiology , Population Groups/genetics , Risk Factors , Serous Membrane/pathology , United States
19.
Int J Cancer ; 123(2): 380-388, 2008 Jul 15.
Article in English | MEDLINE | ID: mdl-18431743

ABSTRACT

The Ovarian Cancer Association Consortium selected 7 candidate single nucleotide polymorphisms (SNPs), for which there is evidence from previous studies of an association with variation in ovarian cancer or breast cancer risks. The SNPs selected for analysis were F31I (rs2273535) in AURKA, N372H (rs144848) in BRCA2, rs2854344 in intron 17 of RB1, rs2811712 5' flanking CDKN2A, rs523349 in the 3' UTR of SRD5A2, D302H (rs1045485) in CASP8 and L10P (rs1982073) in TGFB1. Fourteen studies genotyped 4,624 invasive epithelial ovarian cancer cases and 8,113 controls of white non-Hispanic origin. A marginally significant association was found for RB1 when all studies were included [ordinal odds ratio (OR) 0.88 (95% confidence interval (CI) 0.79-1.00) p = 0.041 and dominant OR 0.87 (95% CI 0.76-0.98) p = 0.025]; when the studies that originally suggested an association were excluded, the result was suggestive although no longer statistically significant (ordinal OR 0.92, 95% CI 0.79-1.06). This SNP has also been shown to have an association with decreased risk in breast cancer. There was a suggestion of an association for AURKA, when one study that caused significant study heterogeneity was excluded [ordinal OR 1.10 (95% CI 1.01-1.20) p = 0.027; dominant OR 1.12 (95% CI 1.01-1.24) p = 0.03]. The other 5 SNPs in BRCA2, CDKN2A, SRD5A2, CASP8 and TGFB1 showed no association with ovarian cancer risk; given the large sample size, these results can also be considered to be informative. These null results for SNPs identified from relatively large initial studies shows the importance of replicating associations by a consortium approach.


Subject(s)
Carcinoma/genetics , Mutation , Neoplasm Proteins/genetics , Ovarian Neoplasms/genetics , Polymorphism, Single Nucleotide , 3-Oxo-5-alpha-Steroid 4-Dehydrogenase/genetics , Apoptosis Regulatory Proteins , Aurora Kinase A , Aurora Kinases , BRCA2 Protein/genetics , Breast Neoplasms/genetics , Case-Control Studies , Caspase 8/genetics , Cyclin-Dependent Kinase Inhibitor p16/genetics , Female , Genotype , Humans , Odds Ratio , Protein Serine-Threonine Kinases/genetics , Retinoblastoma Protein/genetics , Transforming Growth Factor beta1/genetics , White People/genetics
20.
Cancer Med ; 7(12): 6411-6422, 2018 12.
Article in English | MEDLINE | ID: mdl-30485707

ABSTRACT

We hypothesized that endometrial carcinoma (EC) patients with a prior cancer diagnosis, after accounting for EC arising after tamoxifen-treated prior breast carcinoma, are more likely to have an underlying genetic basis. We used information from a population-based study to compare measured risk factors, tumor characteristics, survival, and known mismatch repair (MMR) pathogenic variant status for EC subgroups according to prior diagnosis of cancer (none, breast cancer tamoxifen-treated or not, Lynch Syndrome (LS)-associated cancer). Family history of any cancer was increased for EC cases with prior breast cancer, both tamoxifen treated (P = 0.005) and untreated (P = 0.01). EC cases with prior LS-associated cancer more often reported family history of LS-associated cancer (P = 0.04) and breast cancer (P = 0.05). EC patients with a germline pathogenic MMR gene variant were more likely to report a prior cancer than cases with a MMR proficient tumor (P = 0.0001), but more than half (54.5%) of MMR carriers reported no prior cancer. Women developing EC after tamoxifen treatment for breast cancer were significantly more likely to develop EC of malignant mixed mullerian tumor subtype (13.2% vs 2.6%, P = 1.3 × 10-6 ), present with stage IV disease (8.8% vs 1.2%, P = 1.6 × 10-6 ), and have poorer survival (HRadj 1.96; P = 0.001). While report of prior cancer is an indicator of MMR pathogenic variant status, molecular analysis of all ECs at diagnosis is warranted to detect all patients with LS. Results also indicate the importance of longer-term monitoring of women treated with tamoxifen for symptoms of EC, and the need for studies assessing the biological mechanism underlying the poorer prognosis of this subset of EC patients.


Subject(s)
Antineoplastic Agents, Hormonal/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/epidemiology , Colorectal Neoplasms, Hereditary Nonpolyposis/epidemiology , Endometrial Neoplasms/epidemiology , Tamoxifen/therapeutic use , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , DNA Mismatch Repair , Endometrial Neoplasms/genetics , Female , Humans , Middle Aged , Prognosis , Risk Factors
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