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1.
Curr Oncol ; 31(3): 1235-1245, 2024 02 26.
Article in English | MEDLINE | ID: mdl-38534925

ABSTRACT

(1) Background: This observational cohort study describes the frequency, content, and satisfaction with advance care planning (ACP) conversations with healthcare providers (HCPs), as reported by patients with advanced colorectal cancer. (2) Methods: The patients were recruited from two tertiary cancer centers in Alberta, Canada. Using the My Conversations survey with previously validated questions, the patients were asked about specific ACP elements discussed, with which HCPs these elements were discussed, their satisfaction with these conversations, and whether they had a goals of care designation (GCD) order. We surveyed and analyzed data from the following four time points: enrollment, months 1, 2, and 3. (3) Results: In total, 131 patients were recruited. At enrollment, 24% of patients reported discussing at least one ACP topic. From enrollment to month 3, patients reported a high frequency of discussions (80.2% discussed fears, 71.0% discussed prognosis, 54.2% discussed treatment preferences at least once); however, only 44.3% of patients reported discussing what is important to them in considering health care preferences. Patients reported having ACP conversations most often with their oncologists (84.7%) and cancer clinic nurses (61.8%). Patients reported a high level of satisfaction with their ACP conversations, with over 80% of patients reported feeling heard and understood. From enrollment to month 3, there was an increase in the number of patients with a GCD order from 53% to 74%. (4) Conclusions: Patients reported more frequent conversations compared to the literature and clinical documentation. While the satisfaction with these conversations is high, there is room for quality improvement, particularly in eliciting patients' personal goals for their treatment.


Subject(s)
Advance Care Planning , Colorectal Neoplasms , Humans , Alberta , Patient Satisfaction
2.
Neurol Clin Pract ; 12(6): 388-396, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36540145

ABSTRACT

Background and Objectives: Neurodegenerative movement disorders are rising in prevalence and are associated with high health care utilization. Generally, health care resources are disproportionately expended in the last year of life. Health care utilization by those with neurodegenerative movement disorders in the last year of life is not well-understood. The goal of this study was to assess the utilization of acute care in the last year of life among individuals with neurodegenerative movement disorders and determine whether outpatient neurology or palliative care affected acute care utilization and place of death. Methods: We conducted a retrospective cross-sectional study including health system administrative data in Alberta, Canada, from 2011 to 2017. Administrative data were used to determine place of death and quantify emergency department (ED) visits, hospitalizations, intensive care unit admissions, and outpatient generalist and specialist visits. Diagnoses were classified by 10th revision of the International Classification of Diseases codes. Stata 16v was used for statistical analyses. Results: Among 1439 individuals (60% male), Parkinson disease (n = 1226), progressive supranuclear palsy (n = 78), multiple system atrophy (n = 47), and Huntington disease (n = 58) were the most common diagnoses. The most frequent place of death was in hospital (45.9%), followed by long-term care (36.3%), home (7.9%), and residential hospice (4.0%). Most (64.2%) had >1 ED visit, and 14.4% had >3 emergency department visits. Fifty-five percent had >1 hospitalization, and 23.3% spent >30 days in hospital. Few (2.6%) were admitted to ICU. Only 37.2% and 8.8% accessed outpatient neurologist and specialist palliative care services, respectively. Multivariate logistic regression found the odds of dying at home was higher for those who received outpatient palliative consultation (OR, 2.49, 95% confidence interval [CI], 1.48-4.21, p < 0.001) and were with a longer duration of home care support (OR, 1.0007, 95% CI, 1.0004-1.0009, p < 0.001). Discussion: There are high rates of in-hospital death and acute care utilization in the year before death among those with neurodegenerative movement disorders. Most did not access specialist palliative or neurologic care in the last year of life. Outpatient palliative care and home care services were associated with increased odds of dying at home. Our results indicate the need for further research into the causes, costs, and potential modifiers to inform public health planning.

3.
CMAJ Open ; 10(4): E945-E955, 2022.
Article in English | MEDLINE | ID: mdl-36319025

ABSTRACT

BACKGROUND: The Goals of Care Designation (GCD) is a medical order used to communicate the focus of a patient's care in Alberta, Canada. In this study, we aimed to determine the association between GCD type (resuscitative, medical or comfort) and resource use during hospitalization. METHODS: This was a prospective cohort study of newly hospitalized inpatients in Alberta conducted from January to September 2017. Participants were aged 55 years or older with chronic obstructive pulmonary disease, congestive heart failure, cirrhosis, cancer or renal failure; aged 55-79 years and their provider answered "no" to the "surprise question" (i.e., provider would not be surprised if the patient died in the next 6 months); or aged 80 years or older with any acute condition. The exposure of interest was GCD. The primary outcome was health care resource use during admission, measured by length of stay (LOS), intensive care unit hours, Resource Intensity Weights (RIWs), flagged interventions and palliative care referral. The secondary outcome was 30-day readmission. Adjusted regression analyses were performed (adjusted for age, sex, race and ethnicity, Clinical Frailty Scale score, comorbidities and city). RESULTS: We included 475 study participants. The median age was 83 (interquartile range 77-87) years, and 93.7% had a GCD at enrolment. Relative to patients with the resuscitative GCD type, patients with the medical GCD type had a longer LOS (1.42 times, 95% confidence interval [CI] 1.10-1.83) and a higher RIW (adjusted ratio 1.14, 95% CI 1.02-1.28). Patients with the comfort and medical GCD types had more palliative care referral (comfort GCD adjusted relative risk (RR) 9.32, 95% CI 4.32-20.08; medical GCD adjusted RR 3.58, 95% CI 1.75-7.33) but not flagged intervention use (comfort GCD adjusted RR 1.06, 95% CI 0.49-2.28; medical GCD adjusted RR 0.98, 95% CI 0.48-2.02) or 30-day readmission (comfort GCD adjusted RR 1.00, 95% CI 0.85-1.19; medical GCD adjusted RR 1.05, 95% CI 0.97-1.20). INTERPRETATION: Goals of Care Designation type early during admission was associated with LOS, RIW and palliative care referral. This suggests an alignment between health resource use and the focus of care communicated by each GCD.


Subject(s)
Critical Care , Patient Care Planning , Humans , Aged , Aged, 80 and over , Prospective Studies , Health Resources , Alberta
4.
Article in English | MEDLINE | ID: mdl-34187877

ABSTRACT

OBJECTIVES: Evaluate the association of specialist palliative home care (HC) on emergency department (ED) visits in the 30 and 90 days prior to death. METHODS: This retrospective cohort study using administrative data identified 6976 adults deceased from cancer between 2008 and 2015, living ≥180 days after diagnosis of cancer, and residing in the urban Calgary Zone of Alberta Health Services. All palliative HC and generalist HC services were examined. Regression analyses examined the relationships of HC type to ED visits in the last 30 or 90 days of life. RESULTS: In the last 30 days of life, compared with patients receiving palliative HC, patients receiving only generalist HC, or no HC, were more likely to visit the ED (OR)generalist-HC 1.19; 95% CI 1.06 to 1.34; ORno-HC 1.54; 95% CI 1.31 to 1.82). In the last 90 days of life, compared with patients receiving palliative HC, those receiving generalist HC (OR 1.48; 95% CI 1.32 to 1.67) and no HC (OR 1.66; 95% CI 1.39 to 1.99) had increased odds of visiting the ED. CONCLUSIONS: Receiving generalist HC and no HC was associated with increased odds of visiting the ED in the last 30 and 90 days of life, when compared with patients receiving palliative HC. Improving access to palliative HC for patients at high risk of visiting the ED may reduce ED visits and acute care costs and improve quality of life in the last 90 days of life.

5.
BMJ Open ; 11(3): e044196, 2021 03 24.
Article in English | MEDLINE | ID: mdl-33762238

ABSTRACT

OBJECTIVE: For eight chronic diseases, evaluate the association of specialist palliative care (PC) exposure and timing with hospital-based acute care in the last 30 days of life. DESIGN: Retrospective cohort study using administrative data. SETTING: Alberta, Canada between 2007 and 2016. PARTICIPANTS: 47 169 adults deceased from: (1) cancer, (2) heart disease, (3) dementia, (4) stroke, (5) chronic lower respiratory disease (chronic obstructive pulmonary disease (COPD)), (6) liver disease, (7) neurodegenerative disease and (8) renovascular disease. MAIN OUTCOME MEASURES: The proportion of decedents who experienced high hospital-based acute care in the last 30 days of life, indicated by ≥two emergency department (ED) visit, ≥two hospital admissions,≥14 days of hospitalisation, any intensive care unit (ICU) admission, or death in hospital. Relative risk (RR) and risk difference (RD) of hospital-based acute care given early specialist PC exposure (≥90 days before death), adjusted for patient characteristics. RESULTS: In an analysis of all decedents, early specialist PC exposure was associated with a 32% reduction in risk of any hospital-based acute care as compared with those with no PC exposure (RR 0.69, 95% CI 0.66 to 0.71; RD 0.16, 95% CI 0.15 to 0.17). The association was strongest in cancer-specific analyses (RR 0.53, 95% CI 0.50 to 0.55; RD 0.31, 95% CI 0.29 to 0.33) and renal disease-specific analyses (RR 0.60, 95% CI 0.43 to 0.84; RD 0.22, 95% CI 0.11 to 0.34), but a~25% risk reduction was observed for each of heart disease, COPD, neurodegenerative diseases and stroke. Early specialist PC exposure was associated with reducing risk of four out of five individual indicators of high hospital-based acute care in the last 30 days of life, including ≥two ED visit,≥two hospital admission, any ICU admission and death in hospital. CONCLUSIONS: Early specialist PC exposure reduced the risk of hospital-based acute care in the last 30 days of life for all chronic disease groups except dementia.


Subject(s)
Neurodegenerative Diseases , Terminal Care , Adult , Alberta/epidemiology , Chronic Disease , Hospitalization , Hospitals , Humans , Palliative Care , Retrospective Studies
6.
CMAJ Open ; 8(2): E346-E351, 2020.
Article in English | MEDLINE | ID: mdl-32381685

ABSTRACT

BACKGROUND: Previous studies examining potential sex and gender bias in the Canadian Resident Matching Service (CaRMS) match have had conflicting results. We examined the results of the CaRMS match over the period 2013-2019 to determine the potential association between applicants' gender and the outcome of matching to their first-choice discipline. METHODS: In this cross-sectional analysis, we determined the risk of matching to one's first-choice discipline in CaRMS by applicant gender and year, for all Canadian medical students who participated in the first iteration of the R-1 match for the years 2013 to 2019. We analyzed data in 3 categories of disciplines according to CaRMS classifications: family medicine, nonsurgical disciplines and surgical disciplines. We excluded disciplines with fewer than 10 applicants. RESULTS: Match results were available for 20 033 participants, of whom 11 078 (55.3%) were female. Overall, female applicants were significantly more likely to match to their first-choice discipline (relative risk [RR] 1.03, 95% confidence interval [CI] 1.02-1.04). After adjustment for match year and stratification by discipline categories, we found that female applicants were more likely to match to family medicine as their first choice (RR 1.04, 95% CI 1.03-1.05) and less likely to match to a first-choice surgical discipline (RR 0.95, 95% CI 0.91-1.00) than their male peers. There was no significant difference between the genders in matching to one's first-choice nonsurgical discipline (RR 1.01, 95% CI 0.99-1.03). INTERPRETATION: These results suggest an association between an applicant's gender and the probability of matching to one's first-choice discipline. The possibility of gender bias in the application process for residency programs should be further evaluated and monitored.


Subject(s)
Career Choice , Internship and Residency , Students, Medical , Canada/epidemiology , Cross-Sectional Studies , Female , Humans , Male , Sex Factors , Specialization
8.
Spine Deform ; 7(4): 588-595, 2019 07.
Article in English | MEDLINE | ID: mdl-31202376

ABSTRACT

STUDY DESIGN: Retrospective cohort study. OBJECTIVES: This study aims to measure and describe the clinical and financial implications of the systematic implementation of intraoperative skull-femoral traction (IOSFT) and navigated sequential drilling (NSD) for posterior spinal instrumentation and fusion (PSIF) in adolescent idiopathic scoliosis (AIS) at our institution. SUMMARY OF BACKGROUND DATA: PSIF has been the standard surgical treatment for AIS. This retrospective single-center quality improvement study describes the perioperative outcomes and impact on health resource utilization following the systematic application of two classic surgical strategies modified using current technology: IOSFT and NSD. METHODS: We reviewed the medical records of 125 patients who underwent a single-stage PSIF for AIS. We identified three cohorts based on surgical strategies used intraoperatively. Traditional techniques (n = 28), IOSFT (n = 45), and IOSFT plus NSD (n = 52). The primary outcome measures were operative time, prevalence of cases requiring extended operating room time, need for blood transfusion, length of hospital stay, and cost per surgery. Secondary outcomes included implant density, degree of spine deformity correction, and perioperative complications. RESULTS: All primary outcome measures improved significantly (p < .001). Median operating time decreased by 59%. Use of late operating room hours fell from 89% to 0% and transfusion rates from 64% to 1.9%. Length of hospital stay decreased from 6 to 4 days. Comprehensive cost per case decreased by 24%. DISCUSSION: Together, IOSFT and NSD improved the quality, safety, and value of care. These surgical strategies were performed without increased perioperative complications, while reducing cost per case by 24%. CONCLUSIONS: The data presented may have significant implications in health resource utilization for AIS surgery. LEVEL OF EVIDENCE: Level III.


Subject(s)
Scoliosis/surgery , Spinal Fusion , Adolescent , Blood Transfusion/statistics & numerical data , Costs and Cost Analysis , Female , Humans , Length of Stay/statistics & numerical data , Male , Operative Time , Retrospective Studies , Spinal Fusion/adverse effects , Spinal Fusion/economics , Spinal Fusion/methods , Spinal Fusion/standards , Treatment Outcome
9.
Clin Spine Surg ; 32(10): E474-E478, 2019 12.
Article in English | MEDLINE | ID: mdl-31220037

ABSTRACT

STUDY DESIGN: This is a retrospective cohort, single-center quality improvement study. OBJECTIVES: To evaluate the effect of the intraoperative skull femoral traction (IOSFT) on sagittal balance in posterior spinal instrumentation (PSI) to manage scoliosis. SUMMARY OF BACKGROUND DATA: IOSFT has been used routinely as an adjunct technique for facilitating PSI to manage scoliosis in our institution since 2010. Previous studies have raised concerns regarding the negative effect of IOSFT on lumbar lordosis. MATERIALS AND METHODS: The medical records and radiographs of 113 patients with adolescent idiopathic scoliosis managed with single stage PSI were reviewed. Eighty-five patients were operated with IOSFT (traction group) and 28 patients were operated without traction (nontraction group). Patients who had double (anterior-posterior) approaches or nonidiopathic scoliosis were excluded. Sagittal balance and pelvic parameters at 2 years of postoperative follow-up were the primary outcome measures. Statistical analysis was done with R for statistical computing. Median values and interquartile range were compared between groups using Wilcoxon rank sum, Fischer exact, and Welch t tests. P-values of <0.05 were considered statistically significant. RESULTS: No significant differences were found comparing postoperative lumbar lordosis in the nontraction group (54 degrees) with the traction group (53 degrees) (P=0.4953). No significant differences were found in postoperative sagittal vertical axis medians comparing both groups, with 17 mm in the nontraction group and 18 mm in the traction group (P=0.3994). No significant differences were found in postoperative pelvic parameters. The median pelvic incidence was 52 degrees in the nontraction group and 50 degrees in the traction group (P=0.2711). CONCLUSIONS: According to our results, the use of IOSFT as an adjunct to facilitate PSI for managing adolescent idiopathic scoliosis had no measurable negative impact on sagittal balance in our IOSFT cohort.


Subject(s)
Femur/surgery , Intraoperative Care , Postural Balance/physiology , Scoliosis/physiopathology , Scoliosis/surgery , Skull/surgery , Traction , Adolescent , Female , Humans , Male , Outcome Assessment, Health Care , Postoperative Complications/etiology
10.
JAMA Netw Open ; 2(4): e192103, 2019 04 05.
Article in English | MEDLINE | ID: mdl-30977853

ABSTRACT

Importance: Gender equity is a prominent issue in the medical profession. Representation of female physicians at academic meetings has been identified as an important component of gender equity; however, this topic has not been systematically assessed. Objective: To determine the trend during the last decade in the proportion of speakers who were women at major academic medical conferences held in Canada and in the United States. Design, Setting, and Participants: A cross-sectional analysis was conducted examining the gender of speakers listed in meeting programs of medical conferences held in Canada and in the United States in 2007 and from 2013 through 2017. Eligible conferences were identified using a sensitive search strategy, and a previously validated tool was used to analyze each meeting speaker list and to assign a proportion of female speakers. Conferences held in English language, hosted in Canada or the United States, and targeted to a physician audience with 100 or more attendees were included. The comparison group was active physicians in Canada and in the United States. Main Outcomes and Measures: The mean of the proportion of female speakers at each conference per year. Results: In total, 181 conferences with 701 individual meetings were analyzed, including 100 medical and 81 surgical specialty conferences. The proportion of women ranged from 0% to 82.6% of all speakers. The mean (SD) proportion of female conference speakers for all meetings analyzed significantly increased from 24.6% (14.6%) for 40 meetings in 2007 to 34.1% (15.1%) for 181 meetings in 2017 (P < .001). The mean proportion of female speakers at medical specialty conferences was 9.8% higher (SE, 1.9%; P < .001) than the mean proportion of female speakers at surgical specialty conferences for all years analyzed. The mean proportion of female speakers at conferences was similar to the mean proportion of active female physicians across all specialties in the United States and in Canada for all years analyzed. Conclusions and Relevance: Although our findings indicate that the proportion of female speakers at medical conferences increased during the last decade, women continue to be underrepresented. Speaker invitation and selection at conferences represent important opportunities to influence gender equity within medicine.


Subject(s)
Congresses as Topic/trends , Physicians, Women/trends , Canada , Cross-Sectional Studies , Female , History, 21st Century , Humans , Interpersonal Relations/history , Male , United States
11.
Cancer Res ; 79(3): 467-481, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30487138

ABSTRACT

Genome-wide association studies have identified 40 ovarian cancer risk loci. However, the mechanisms underlying these associations remain elusive. In this study, we conducted a two-pronged approach to identify candidate causal SNPs and assess underlying biological mechanisms at chromosome 9p22.2, the first and most statistically significant associated locus for ovarian cancer susceptibility. Three transcriptional regulatory elements with allele-specific effects and a scaffold/matrix attachment region were characterized and, through physical DNA interactions, BNC2 was established as the most likely target gene. We determined the consensus binding sequence for BNC2 in vitro, verified its enrichment in BNC2 ChIP-seq regions, and validated a set of its downstream target genes. Fine-mapping by dense regional genotyping in over 15,000 ovarian cancer cases and 30,000 controls identified SNPs in the scaffold/matrix attachment region as among the most likely causal variants. This study reveals a comprehensive regulatory landscape at 9p22.2 and proposes a likely mechanism of susceptibility to ovarian cancer. SIGNIFICANCE: Mapping the 9p22.2 ovarian cancer risk locus identifies BNC2 as an ovarian cancer risk gene.See related commentary by Choi and Brown, p. 439.


Subject(s)
Carcinoma, Ovarian Epithelial/genetics , Chromosomes, Human, Pair 9 , Ovarian Neoplasms/genetics , Base Sequence , Cell Cycle Proteins/genetics , Cell Line, Tumor , Chromosome Mapping , Cystadenocarcinoma, Serous/genetics , DNA, Neoplasm/genetics , DNA-Binding Proteins/genetics , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , HEK293 Cells , Humans , Linkage Disequilibrium , Polymorphism, Single Nucleotide
12.
Int J Mol Sci ; 19(9)2018 08 21.
Article in English | MEDLINE | ID: mdl-30134598

ABSTRACT

Thymidylate synthase (TYMS) is a crucial enzyme for DNA synthesis. TYMS expression is regulated by its antisense mRNA, ENOSF1. Disrupted regulation may promote uncontrolled DNA synthesis and tumor growth. We sought to replicate our previously reported association between rs495139 in the TYMS-ENOSF1 3' gene region and increased risk of mucinous ovarian carcinoma (MOC) in an independent sample. Genotypes from 24,351 controls to 15,000 women with invasive OC, including 665 MOC, were available. We estimated per-allele odds ratios (OR) and 95% confidence intervals (CI) using unconditional logistic regression, and meta-analysis when combining these data with our previous report. The association between rs495139 and MOC was not significant in the independent sample (OR = 1.09; 95% CI = 0.97⁻1.22; p = 0.15; N = 665 cases). Meta-analysis suggested a weak association (OR = 1.13; 95% CI = 1.03⁻1.24; p = 0.01; N = 1019 cases). No significant association with risk of other OC histologic types was observed (p = 0.05 for tumor heterogeneity). In expression quantitative trait locus (eQTL) analysis, the rs495139 allele was positively associated with ENOSF1 mRNA expression in normal tissues of the gastrointestinal system, particularly esophageal mucosa (r = 0.51, p = 1.7 × 10-28), and nonsignificantly in five MOC tumors. The association results, along with inconclusive tumor eQTL findings, suggest that a true effect of rs495139 might be small.


Subject(s)
Adenocarcinoma, Mucinous/genetics , Gene Expression Regulation, Neoplastic , Ovarian Neoplasms/genetics , Polymorphism, Single Nucleotide , Proteins/genetics , RNA, Antisense/genetics , Thymidylate Synthase/genetics , Adenocarcinoma, Mucinous/metabolism , Adenocarcinoma, Mucinous/pathology , Case-Control Studies , Female , Genetic Association Studies , Humans , Hydro-Lyases , Logistic Models , Middle Aged , Odds Ratio , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Proteins/metabolism , Quantitative Trait Loci , RNA, Antisense/metabolism , Risk , Signal Transduction , Thymidylate Synthase/metabolism
13.
PLoS One ; 13(7): e0197561, 2018.
Article in English | MEDLINE | ID: mdl-29979793

ABSTRACT

Epithelial ovarian cancer (EOC) is the fifth leading cause of cancer mortality in American women. Normal ovarian physiology is intricately connected to small GTP binding proteins of the Ras superfamily (Ras, Rho, Rab, Arf, and Ran) which govern processes such as signal transduction, cell proliferation, cell motility, and vesicle transport. We hypothesized that common germline variation in genes encoding small GTPases is associated with EOC risk. We investigated 322 variants in 88 small GTPase genes in germline DNA of 18,736 EOC patients and 26,138 controls of European ancestry using a custom genotype array and logistic regression fitting log-additive models. Functional annotation was used to identify biofeatures and expression quantitative trait loci that intersect with risk variants. One variant, ARHGEF10L (Rho guanine nucleotide exchange factor 10 like) rs2256787, was associated with increased endometrioid EOC risk (OR = 1.33, p = 4.46 x 10-6). Other variants of interest included another in ARHGEF10L, rs10788679, which was associated with invasive serous EOC risk (OR = 1.07, p = 0.00026) and two variants in AKAP6 (A-kinase anchoring protein 6) which were associated with risk of invasive EOC (rs1955513, OR = 0.90, p = 0.00033; rs927062, OR = 0.94, p = 0.00059). Functional annotation revealed that the two ARHGEF10L variants were located in super-enhancer regions and that AKAP6 rs927062 was associated with expression of GTPase gene ARHGAP5 (Rho GTPase activating protein 5). Inherited variants in ARHGEF10L and AKAP6, with potential transcriptional regulatory function and association with EOC risk, warrant investigation in independent EOC study populations.


Subject(s)
A Kinase Anchor Proteins/genetics , Carcinoma, Ovarian Epithelial/genetics , Monomeric GTP-Binding Proteins/genetics , Rho Guanine Nucleotide Exchange Factors/genetics , Carcinoma, Ovarian Epithelial/pathology , Female , Genetic Association Studies , Genetic Predisposition to Disease , Genotype , Humans , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Risk Factors
14.
Cancer Inform ; 17: 1176935118755341, 2018.
Article in English | MEDLINE | ID: mdl-29434467

ABSTRACT

High-grade serous ovarian cancer (HGSOC) is a complex disease in which initiation and progression have been associated with copy number alterations, epigenetic processes, and, to a lesser extent, germline variation. We hypothesized that, when summarized at the gene level, tumor methylation and germline genetic variation, alone or in combination, influence tumor gene expression in HGSOC. We used Elastic Net (ENET) penalized regression method to evaluate these associations and adjust for somatic copy number in 3 independent data sets comprising tumors from more than 470 patients. Penalized regression models of germline variation, with or without methylation, did not reveal a role in HGSOC gene expression. However, we observed significant association between regional methylation and expression of 5 genes (WDPCP, KRT6C, BRCA2, EFCAB13, and ZNF283). CpGs retained in ENET model for BRCA2 and ZNF283 appeared enriched in several regulatory elements, suggesting that regularized regression may provide a novel utility for integrative genomic analysis.

15.
Oncotarget ; 8(29): 46891-46899, 2017 Jul 18.
Article in English | MEDLINE | ID: mdl-28423358

ABSTRACT

Gene fusions play a critical role in some cancers and can serve as important clinical targets. In epithelial ovarian cancer (EOC), the contribution of fusions, especially by histological type, is unclear. We therefore screened for recurrent fusions in a histologically diverse panel of 220 EOCs using RNA sequencing. The Pipeline for RNA-Sequencing Data Analysis (PRADA) was used to identify fusions and allow for comparison with The Cancer Genome Atlas (TCGA) tumors. Associations between fusions and clinical prognosis were evaluated using Cox proportional hazards regression models. Nine recurrent fusions, defined as occurring in two or more tumors, were observed. CRHR1-KANSL1 was the most frequently identified fusion, identified in 6 tumors (2.7% of all tumors). This fusion was not associated with survival; other recurrent fusions were too rare to warrant survival analyses. One recurrent in-frame fusion, UBAP1-TGM7, was unique to clear cell (CC) EOC tumors (in 10%, or 2 of 20 CC tumors). We found some evidence that CC tumors harbor more fusions on average than any other EOC histological type, including high-grade serous (HGS) tumors. CC tumors harbored a mean of 7.4 fusions (standard deviation [sd] = 7.4, N = 20), compared to HGS EOC tumors mean of 2.0 fusions (sd = 3.3, N = 141). Few fusion genes were detected in endometrioid tumors (mean = 0.24, sd = 0.74, N = 55) or mucinous tumors (mean = 0.25, sd = 0.5, N = 4) tumors. To conclude, we identify one fusion at 10% frequency in the CC EOC subtype, but find little evidence for common (> 5% frequency) recurrent fusion genes in EOC overall, or in HGS subtype-specific EOC tumors.


Subject(s)
Gene Rearrangement , Genetic Association Studies , Neoplasms, Glandular and Epithelial/genetics , Neoplasms, Glandular and Epithelial/pathology , Oncogene Proteins, Fusion/genetics , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Phenotype , Biomarkers, Tumor , Carcinoma, Ovarian Epithelial , Female , Gene Expression Regulation, Neoplastic , Humans , Neoplasm Grading , Prognosis , Translocation, Genetic
16.
Nat Genet ; 49(5): 680-691, 2017 May.
Article in English | MEDLINE | ID: mdl-28346442

ABSTRACT

To identify common alleles associated with different histotypes of epithelial ovarian cancer (EOC), we pooled data from multiple genome-wide genotyping projects totaling 25,509 EOC cases and 40,941 controls. We identified nine new susceptibility loci for different EOC histotypes: six for serous EOC histotypes (3q28, 4q32.3, 8q21.11, 10q24.33, 18q11.2 and 22q12.1), two for mucinous EOC (3q22.3 and 9q31.1) and one for endometrioid EOC (5q12.3). We then performed meta-analysis on the results for high-grade serous ovarian cancer with the results from analysis of 31,448 BRCA1 and BRCA2 mutation carriers, including 3,887 mutation carriers with EOC. This identified three additional susceptibility loci at 2q13, 8q24.1 and 12q24.31. Integrated analyses of genes and regulatory biofeatures at each locus predicted candidate susceptibility genes, including OBFC1, a new candidate susceptibility gene for low-grade and borderline serous EOC.


Subject(s)
Genetic Loci/genetics , Genetic Predisposition to Disease/genetics , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/genetics , Alleles , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Carcinoma, Ovarian Epithelial , Female , Genome-Wide Association Study , Genotype , Humans , Meta-Analysis as Topic , Mutation , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/pathology , Polymorphism, Single Nucleotide , Risk Factors , Telomere-Binding Proteins/genetics
17.
Oncotarget ; 7(45): 72381-72394, 2016 11 08.
Article in English | MEDLINE | ID: mdl-27911851

ABSTRACT

RNA editing in mammals is a form of post-transcriptional modification in which adenosine is converted to inosine by the adenosine deaminases acting on RNA (ADAR) family of enzymes. Based on evidence of altered ADAR expression in epithelial ovarian cancers (EOC), we hypothesized that single nucleotide polymorphisms (SNPs) in ADAR genes modify EOC susceptibility, potentially by altering ovarian tissue gene expression. Using directly genotyped and imputed data from 10,891 invasive EOC cases and 21,693 controls, we evaluated the associations of 5,303 SNPs in ADAD1, ADAR, ADAR2, ADAR3, and SND1. Unconditional logistic regression was used to estimate odds ratios (OR) and 95% confidence intervals (CI), with adjustment for European ancestry. We conducted gene-level analyses using the Admixture Maximum Likelihood (AML) test and the Sequence-Kernel Association test for common and rare variants (SKAT-CR). Association analysis revealed top risk-associated SNP rs77027562 (OR (95% CI)= 1.39 (1.17-1.64), P=1.0x10-4) in ADAR3 and rs185455523 in SND1 (OR (95% CI)= 0.68 (0.56-0.83), P=2.0x10-4). When restricting to serous histology (n=6,500), the magnitude of association strengthened for rs185455523 (OR=0.60, P=1.0x10-4). Gene-level analyses revealed that variation in ADAR was associated (P<0.05) with EOC susceptibility, with PAML=0.022 and PSKAT-CR=0.020. Expression quantitative trait locus analysis in EOC tissue revealed significant associations (P<0.05) with ADAR expression for several SNPs in ADAR, including rs1127313 (G/A), a SNP in the 3' untranslated region. In summary, germline variation involving RNA editing genes may influence EOC susceptibility, warranting further investigation of inherited and acquired alterations affecting RNA editing.


Subject(s)
Genetic Variation/genetics , Ovarian Neoplasms/genetics , RNA Editing/genetics , Animals , Disease Susceptibility , Female , Humans , Middle Aged , Polymorphism, Single Nucleotide
18.
Hum Mol Genet ; 25(16): 3600-3612, 2016 08 15.
Article in English | MEDLINE | ID: mdl-27378695

ABSTRACT

Rare and low frequency variants are not well covered in most germline genotyping arrays and are understudied in relation to epithelial ovarian cancer (EOC) risk. To address this gap, we used genotyping arrays targeting rarer protein-coding variation in 8,165 EOC cases and 11,619 controls from the international Ovarian Cancer Association Consortium (OCAC). Pooled association analyses were conducted at the variant and gene level for 98,543 variants directly genotyped through two exome genotyping projects. Only common variants that represent or are in strong linkage disequilibrium (LD) with previously-identified signals at established loci reached traditional thresholds for exome-wide significance (P < 5.0 × 10 - 7). One of the most significant signals (Pall histologies = 1.01 × 10 - 13;Pserous = 3.54 × 10 - 14) occurred at 3q25.31 for rs62273959, a missense variant mapping to the LEKR1 gene that is in LD (r2 = 0.90) with a previously identified 'best hit' (rs7651446) mapping to an intron of TIPARP. Suggestive associations (5.0 × 10 - 5 > P≥5.0 ×10 - 7) were detected for rare and low-frequency variants at 16 novel loci. Four rare missense variants were identified (ACTBL2 rs73757391 (5q11.2), BTD rs200337373 (3p25.1), KRT13 rs150321809 (17q21.2) and MC2R rs104894658 (18p11.21)), but only MC2R rs104894668 had a large effect size (OR = 9.66). Genes most strongly associated with EOC risk included ACTBL2 (PAML = 3.23 × 10 - 5; PSKAT-o = 9.23 × 10 - 4) and KRT13 (PAML = 1.67 × 10 - 4; PSKAT-o = 1.07 × 10 - 5), reaffirming variant-level analysis. In summary, this large study identified several rare and low-frequency variants and genes that may contribute to EOC susceptibility, albeit with possible small effects. Future studies that integrate epidemiology, sequencing, and functional assays are needed to further unravel the unexplained heritability and biology of this disease.


Subject(s)
Actins/genetics , Biotinidase/genetics , Keratin-13/genetics , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/genetics , Receptor, Melanocortin, Type 2/genetics , Carcinoma, Ovarian Epithelial , Exome/genetics , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Humans , Neoplasm Proteins/genetics , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/pathology , Polymorphism, Single Nucleotide
19.
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
20.
Cancer Epidemiol Biomarkers Prev ; 25(3): 446-54, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26747452

ABSTRACT

BACKGROUND: While numerous susceptibility loci for epithelial ovarian cancer (EOC) have been identified, few associations have been reported with overall survival. In the absence of common prognostic genetic markers, we hypothesize that rare coding variants may be associated with overall EOC survival and assessed their contribution in two exome-based genotyping projects of the Ovarian Cancer Association Consortium (OCAC). METHODS: The primary patient set (Set 1) included 14 independent EOC studies (4,293 patients) and 227,892 variants, and a secondary patient set (Set 2) included six additional EOC studies (1,744 patients) and 114,620 variants. Because power to detect rare variants individually is reduced, gene-level tests were conducted. Sets were analyzed separately at individual variants and by gene, and then combined with meta-analyses (73,203 variants and 13,163 genes overlapped). RESULTS: No individual variant reached genome-wide statistical significance. A SNP previously implicated to be associated with EOC risk and, to a lesser extent, survival, rs8170, showed the strongest evidence of association with survival and similar effect size estimates across sets (Pmeta = 1.1E-6, HRSet1 = 1.17, HRSet2 = 1.14). Rare variants in ATG2B, an autophagy gene important for apoptosis, were significantly associated with survival after multiple testing correction (Pmeta = 1.1E-6; Pcorrected = 0.01). CONCLUSIONS: Common variant rs8170 and rare variants in ATG2B may be associated with EOC overall survival, although further study is needed. IMPACT: This study represents the first exome-wide association study of EOC survival to include rare variant analyses, and suggests that complementary single variant and gene-level analyses in large studies are needed to identify rare variants that warrant follow-up study. Cancer Epidemiol Biomarkers Prev; 25(3); 446-54. ©2016 AACR.


Subject(s)
Ovarian Neoplasms/genetics , Exome , Female , Genotype , Humans , Middle Aged , Ovarian Neoplasms/mortality , Survival Rate
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