ABSTRACT
A time-series analysis of serum Cancer Antigen 125 (CA-125) levels was performed in 791 patients with high-grade serous ovarian cancer (HGSOC) from the Australian Ovarian Cancer Study to evaluate the development of chemoresistance and response to therapy. To investigate chemoresistance and better predict the treatment effectiveness, we examined two traits: resistance (defined as the rate of CA-125 change when patients were treated with therapy) and aggressiveness (defined as the rate of CA-125 change when patients were not treated). We found that as the number of treatment lines increases, the data-based resistance increases (a decreased rate of CA-125 decay). We use mathematical models of two distinct cancer cell types, treatment-sensitive cells and treatment-resistant cells, to estimate the values and evolution of the two traits in individual patients. By fitting to individual patient HGSOC data, our models successfully capture the dynamics of the CA-125 level. The parameters estimated from the mathematical models show that patients with inferred low growth rates of treatment-sensitive cells and treatment-resistant cells (low model-estimated aggressiveness) and a high death rate of treatment-resistant cells (low model-estimated resistance) have longer survival time after completing their second-line of therapy. These findings show that mathematical models can characterize the degree of resistance and aggressiveness in individual patients, which improves our understanding of chemoresistance development and could predict treatment effectiveness in HGSOC patients.
Subject(s)
CA-125 Antigen , Drug Resistance, Neoplasm , Ovarian Neoplasms , Humans , Female , Ovarian Neoplasms/pathology , Ovarian Neoplasms/blood , Ovarian Neoplasms/drug therapy , CA-125 Antigen/blood , Models, Biological , Computational Biology , Cystadenocarcinoma, Serous/pathology , Cystadenocarcinoma, Serous/drug therapy , Cystadenocarcinoma, Serous/bloodABSTRACT
BACKGROUND: Cyclin E1 (CCNE1) is a potential predictive marker and therapeutic target in tubo-ovarian high-grade serous carcinoma (HGSC). Smaller studies have revealed unfavorable associations for CCNE1 amplification and CCNE1 overexpression with survival, but to date no large-scale, histotype-specific validation has been performed. The hypothesis was that high-level amplification of CCNE1 and CCNE1 overexpression, as well as a combination of the two, are linked to shorter overall survival in HGSC. METHODS: Within the Ovarian Tumor Tissue Analysis consortium, amplification status and protein level in 3029 HGSC cases and mRNA expression in 2419 samples were investigated. RESULTS: High-level amplification (>8 copies by chromogenic in situ hybridization) was found in 8.6% of HGSC and overexpression (>60% with at least 5% demonstrating strong intensity by immunohistochemistry) was found in 22.4%. CCNE1 high-level amplification and overexpression both were linked to shorter overall survival in multivariate survival analysis adjusted for age and stage, with hazard stratification by study (hazard ratio [HR], 1.26; 95% CI, 1.08-1.47, p = .034, and HR, 1.18; 95% CI, 1.05-1.32, p = .015, respectively). This was also true for cases with combined high-level amplification/overexpression (HR, 1.26; 95% CI, 1.09-1.47, p = .033). CCNE1 mRNA expression was not associated with overall survival (HR, 1.00 per 1-SD increase; 95% CI, 0.94-1.06; p = .58). CCNE1 high-level amplification is mutually exclusive with the presence of germline BRCA1/2 pathogenic variants and shows an inverse association to RB1 loss. CONCLUSION: This study provides large-scale validation that CCNE1 high-level amplification is associated with shorter survival, supporting its utility as a prognostic biomarker in HGSC.
Subject(s)
Carcinoma , Cystadenocarcinoma, Serous , Ovarian Neoplasms , Female , Humans , Ovarian Neoplasms/pathology , Transcription Factors/genetics , RNA, Messenger , Cystadenocarcinoma, Serous/genetics , Oncogene Proteins/genetics , Oncogene Proteins/therapeutic use , Cyclin E/geneticsABSTRACT
BACKGROUND: Recently, we showed a >60% difference in 5-year survival for patients with tubo-ovarian high-grade serous carcinoma (HGSC) when stratified by a 101-gene mRNA expression prognostic signature. Given the varied patient outcomes, this study aimed to translate prognostic mRNA markers into protein expression assays by immunohistochemistry and validate their survival association in HGSC. METHODS: Two prognostic genes, FOXJ1 and GMNN, were selected based on high-quality antibodies, correlation with protein expression and variation in immunohistochemical scores in a preliminary cohort (n = 134 and n = 80, respectively). Six thousand four hundred and thirty-four (FOXJ1) and 5470 (GMNN) formalin-fixed, paraffin-embedded ovarian neoplasms (4634 and 4185 HGSC, respectively) represented on tissue microarrays from the Ovarian Tumor Tissue Analysis consortium underwent immunohistochemical staining and scoring, then univariate and multivariate survival analysis. RESULTS: Consistent with mRNA, FOXJ1 protein expression exhibited a linear, increasing association with improved overall survival in HGSC patients. Women with >50% expression had the most favourable outcomes (HR = 0.78, 95% CI 0.67-0.91, p < 0.0001). GMNN protein expression was not significantly associated with overall HSGC patient survival. However, HGSCs with >35% GMNN expression showed a trend for better outcomes, though this was not significant. CONCLUSION: We provide foundational evidence for the prognostic value of FOXJ1 in HGSC, validating the prior mRNA-based prognostic association by immunohistochemistry.
Subject(s)
Cystadenocarcinoma, Serous , Ovarian Neoplasms , Humans , Female , Ovarian Neoplasms/pathology , Prognosis , Survival Analysis , RNA, Messenger/genetics , Cystadenocarcinoma, Serous/pathology , Biomarkers, Tumor/analysis , Forkhead Transcription Factors/geneticsABSTRACT
OBJECTIVE: The presence of macroscopic residual disease after primary cytoreductive surgery (PCS) is an important factor influencing survival for patients with high-grade serous ovarian cancer (HGSC). More research is needed to identify factors associated with having macroscopic residual disease. We analyzed 12 lifestyle and personal exposures known to be related to ovarian cancer risk or inflammation to identify those associated with having residual disease after surgery. METHODS: This analysis used data on 2054 patients with advanced stage HGSC from the Ovarian Cancer Association Consortium. The exposures were body mass index, breastfeeding, oral contraceptive use, depot-medroxyprogesterone acetate use, endometriosis, first-degree family history of ovarian cancer, incomplete pregnancy, menopausal hormone therapy use, menopausal status, parity, smoking, and tubal ligation. Logistic regression models were fit to assess the association between these exposures and having residual disease following PCS. RESULTS: Menopausal estrogen-only therapy (ET) use was associated with 33% lower odds of having macroscopic residual disease compared to never use (OR = 0.67, 95%CI 0.46-0.97, p = 0.033). Compared to nulliparous women, parous women who did not breastfeed had 36% lower odds of having residual disease (OR = 0.64, 95%CI 0.43-0.94, p = 0.022), while there was no association among parous women who breastfed (OR = 0.90, 95%CI 0.65-1.25, p = 0.53). CONCLUSIONS: The association between ET and having no macroscopic residual disease is plausible given a strong underlying biologic hypothesis between this exposure and diagnosis with HGSC. If this or the parity finding is replicated, these factors could be included in risk stratification models to determine whether HGSC patients should receive PCS or neoadjuvant chemotherapy.
Subject(s)
Cytoreduction Surgical Procedures , Ovarian Neoplasms , Pregnancy , Humans , Female , Retrospective Studies , Ovarian Neoplasms/drug therapy , Carcinoma, Ovarian Epithelial , ParityABSTRACT
OBJECTIVE: Mucinous ovarian carcinoma (MOC) is a rare histotype of ovarian cancer, with low response rates to standard chemotherapy, and very poor survival for patients diagnosed at advanced stage. There is a limited understanding of the MOC immune landscape, and consequently whether immune checkpoint inhibitors could be considered for a subset of patients. METHODS: We performed multicolor immunohistochemistry (IHC) and immunofluorescence (IF) on tissue microarrays in a cohort of 126 MOC patients. Cell densities were calculated in the epithelial and stromal components for tumor-associated macrophages (CD68+/PD-L1+, CD68+/PD-L1-), T cells (CD3+/CD8-, CD3+/CD8+), putative T-regulatory cells (Tregs, FOXP3+), B cells (CD20+/CD79A+), plasma cells (CD20-/CD79a+), and PD-L1+ and PD-1+ cells, and compared these values with clinical factors. Univariate and multivariable Cox Proportional Hazards assessed overall survival. Unsupervised k-means clustering identified patient subsets with common patterns of immune cell infiltration. RESULTS: Mean densities of PD1+ cells, PD-L1- macrophages, CD4+ and CD8+ T cells, and FOXP3+ Tregs were higher in the stroma compared to the epithelium. Tumors from advanced (Stage III/IV) MOC had greater epithelial infiltration of PD-L1- macrophages, and fewer PD-L1+ macrophages compared with Stage I/II cancers (p = 0.004 and p = 0.014 respectively). Patients with high epithelial density of FOXP3+ cells, CD8+/FOXP3+ cells, or PD-L1- macrophages, had poorer survival, and high epithelial CD79a + plasma cells conferred better survival, all upon univariate analysis only. Clustering showed that most MOC (86%) had an immune depleted (cold) phenotype, with only a small proportion (11/76,14%) considered immune inflamed (hot) based on T cell and PD-L1 infiltrates. CONCLUSION: In summary, MOCs are mostly immunogenically 'cold', suggesting they may have limited response to current immunotherapies.
Subject(s)
B7-H1 Antigen , Ovarian Neoplasms , Humans , Female , B7-H1 Antigen/genetics , Carcinoma, Ovarian Epithelial/pathology , Ovarian Neoplasms/drug therapy , CD8-Positive T-Lymphocytes , Forkhead Transcription Factors/therapeutic use , Lymphocytes, Tumor-Infiltrating , Tumor MicroenvironmentABSTRACT
OBJECTIVE: Women with ovarian cancer who have a pathogenic germline variant in BRCA1 or BRCA2 (BRCA) have been shown to have better 5-year survival after diagnosis than women who are BRCA-wildtype (non-carriers). Modifiable lifestyle factors, including smoking, physical activity and body mass index (BMI) have previously been associated with ovarian cancer survival; however, it is unknown whether these associations differ by germline BRCA status. METHODS: We investigated measures of lifestyle prior to diagnosis in two cohorts of Australian women with invasive epithelial ovarian cancer, using Cox proportional hazards regression to calculate adjusted hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS: In the combined studies (n = 1923), there was little association between physical activity, BMI or alcohol intake and survival, and no difference by BRCA status. However, the association between current smoking status before diagnosis and poorer survival was stronger for BRCA variant carriers (HR 1.98; 95% CI 1.20-3.27) than non-carriers (HR 1.18; 95% CI 0.96-1.46; p-interaction 0.02). We saw a similar differential association with smoking when we pooled results from two additional cohorts from the USA and UK (n = 2120). Combining the results from all four studies gave a pooled-HR of 1.94 (95% CI 1.28-2.94) for current smoking among BRCA variant carriers compared to 1.08 (0.90-1.29) for non-carriers. CONCLUSIONS: Our results suggest that the adverse effect of smoking on survival may be stronger for women with a BRCA variant than those without. Thus, while smoking cessation may improve outcomes for all women with ovarian cancer, it might provide a greater benefit for BRCA variant carriers.
Subject(s)
Genes, BRCA2 , Ovarian Neoplasms , Australia/epidemiology , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Carcinoma, Ovarian Epithelial/genetics , Female , Genes, BRCA1 , Germ Cells , Germ-Line Mutation , Humans , Life Style , Ovarian Neoplasms/genetics , Smoking/adverse effects , Smoking/epidemiologyABSTRACT
Patients with high-grade serous ovarian cancer (HGSC) have experienced little improvement in overall survival, and standard treatment has not advanced beyond platinum-based combination chemotherapy, during the past 30 years. To understand the drivers of clinical phenotypes better, here we use whole-genome sequencing of tumour and germline DNA samples from 92 patients with primary refractory, resistant, sensitive and matched acquired resistant disease. We show that gene breakage commonly inactivates the tumour suppressors RB1, NF1, RAD51B and PTEN in HGSC, and contributes to acquired chemotherapy resistance. CCNE1 amplification was common in primary resistant and refractory disease. We observed several molecular events associated with acquired resistance, including multiple independent reversions of germline BRCA1 or BRCA2 mutations in individual patients, loss of BRCA1 promoter methylation, an alteration in molecular subtype, and recurrent promoter fusion associated with overexpression of the drug efflux pump MDR1.
Subject(s)
Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Genome, Human/genetics , Ovarian Neoplasms/genetics , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Cohort Studies , Cyclin E/genetics , Cystadenocarcinoma, Serous/drug therapy , Cystadenocarcinoma, Serous/genetics , DNA Methylation , DNA Mutational Analysis , DNA-Binding Proteins/genetics , Female , Genes, BRCA1 , Genes, BRCA2 , Genes, Neurofibromatosis 1 , Germ-Line Mutation/genetics , Humans , Mutagenesis/genetics , Oncogene Proteins/genetics , Ovarian Neoplasms/drug therapy , PTEN Phosphohydrolase/genetics , Promoter Regions, Genetic/genetics , Retinoblastoma Protein/geneticsABSTRACT
OBJECTIVE: Mucinous ovarian carcinoma (MOC) is an uncommon ovarian cancer histotype that responds poorly to conventional chemotherapy regimens. Although long overall survival outcomes can occur with early detection and optimal surgical resection, recurrent and advanced disease are associated with extremely poor survival. There are no current guidelines specifically for the systemic management of recurrent MOC. We analyzed data from a large cohort of women with MOC to evaluate the potential for clinical utility from a range of systemic agents. METHODS: We analyzed gene copy number (n = 191) and DNA sequencing data (n = 184) from primary MOC to evaluate signatures of mismatch repair deficiency and homologous recombination deficiency, and other genetic events. Immunohistochemistry data were collated for ER, CK7, CK20, CDX2, HER2, PAX8 and p16 (n = 117-166). RESULTS: Molecular aberrations noted in MOC that suggest a match with current targeted therapies include amplification of ERBB2 (26.7%) and BRAF mutation (9%). Observed genetic events that suggest potential efficacy for agents currently in clinical trials include: KRAS/NRAS mutations (66%), TP53 missense mutation (49%), RNF43 mutation (11%), ARID1A mutation (10%), and PIK3CA/PTEN mutation (9%). Therapies exploiting homologous recombination deficiency (HRD) may not be effective in MOC, as only 1/191 had a high HRD score. Mismatch repair deficiency was similarly rare (1/184). CONCLUSIONS: Although genetically diverse, MOC has several potential therapeutic targets. Importantly, the lack of response to platinum-based therapy observed clinically corresponds to the lack of a genomic signature associated with HRD, and MOC are thus also unlikely to respond to PARP inhibition.
Subject(s)
Adenocarcinoma, Mucinous/genetics , Adenocarcinoma, Mucinous/therapy , Ovarian Neoplasms/genetics , Ovarian Neoplasms/therapy , Adenocarcinoma, Mucinous/metabolism , Adenocarcinoma, Mucinous/pathology , Aged , Cohort Studies , DNA Mismatch Repair , Female , Homologous Recombination , Humans , Immunohistochemistry , Mutation , Neoplasm Staging , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Receptor, ErbB-2/genetics , Receptor, ErbB-3/geneticsABSTRACT
Enzymatic factors driving cancer-associated chromatin remodelling are of increasing interest as the role of the cancer epigenome in gene expression and DNA repair processes becomes elucidated. Monoubiquitination of histone H2B at lysine 120 (H2Bub1) is a central histone modification that functions in histone cross-talk, transcriptional elongation, DNA repair, maintaining centromeric chromatin and replication-dependent histone mRNA 3'-end processing, as well as being required for the differentiation of stem cells. The loss of global H2Bub1 is seen in a number of aggressive malignancies and has been linked to tumour progression and/or a poorer prognosis in some cancers. Here, we analyse a large cohort of high-grade serous ovarian cancers (HGSOC) and show loss of global H2Bub1 in 77% (313 of 407) of tumours. Loss of H2Bub1 was seen at all stages (I-IV) of HGSOC, indicating it is a relatively early epigenomic event in this aggressive malignancy. Manipulation of key H2Bub1 E3 ubiquitin ligases, RNF20, RNF40 and BRCA1, in ovarian cancer cell line models modulated H2Bub1 levels, indicative of the role of these RING finger ligases in monoubiquitination of H2Bub1 in vitro. However, in primary HGSOC, loss of RNF20 protein expression was identified in just 6% of tumours (26 of 424) and did not correlate with global H2Bub1 loss. Similarly, germline mutation of BRCA1 did not show a correlation with the global H2Bub1 loss. We conclude that the regulation of tumour-associated H2Bub1 levels is complex. Aberrant expression of alternative histone-associated 'writer' or 'eraser' enzymes are likely responsible for the global loss of H2Bub1 seen in HGSOC.
Subject(s)
BRCA1 Protein/genetics , Ovarian Neoplasms/genetics , Ubiquitin-Protein Ligases/biosynthesis , Ubiquitination/genetics , Adult , Aged , Aged, 80 and over , BRCA1 Protein/biosynthesis , Cell Line, Tumor , Chromatin Assembly and Disassembly/genetics , Female , Gene Expression Regulation, Neoplastic , Histone Code/genetics , Histones/genetics , Humans , Middle Aged , Ovarian Neoplasms/pathology , Ubiquitin-Protein Ligases/geneticsABSTRACT
OBJECTIVE: The aim of this study was to compare response rates and survival in women with "platinum resistant" epithelial ovarian cancer (EOC) who received further platinum-based or nonplatinum chemotherapy for treatment at first relapse. METHODS: Patients with high-grade EOC (including fallopian tube and peritoneal cancer) of all histologies recruited to the Australian Ovarian Cancer Study (AOCS) and treated with platinum-based primary chemotherapy were included. Response to second-line chemotherapy, overall survival (OS) and survival after treatment for first progression (OS2) were determined in all histologies and separately in women with high-grade serous tumors. RESULTS: Of the 341 patients classified as platinum-resistant by the 6-month threshold, 243 (71%) were treated with chemotherapy at relapse. CA-125 response rates to platinum-based chemotherapy were significantly higher compared to nonplatinum chemotherapy (51% vs 21%, Pâ¯<â¯0.001). Among patients with a platinum-free interval (PFI) of 3-6â¯months, OS2 in patients treated with platinum was significantly longer compared to individuals receiving nonplatinum-based treatment (median 17.67â¯months, 95% CI: 14.79-20.75 vs. 10.62â¯months, 95% CI: 8.02-12.72, Pâ¯=â¯0.022). The patterns were similar when restricted to patients with high-grade serous histology. In patients with PFI <3â¯months, there was no significant difference in response or survival according to type of second-line treatment. CONCLUSIONS: Our findings further question the use of a 6-month PFI as an arbitrary threshold for subsequent treatment decision-making. Some patients considered "platinum resistant" still derive clinical benefit from platinum-based chemotherapy. Biomarkers of platinum sensitivity are needed in clinical practice to identify potential responders who should be offered re-treatment with platinum.
Subject(s)
Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Neoplasms, Glandular and Epithelial/drug therapy , Organoplatinum Compounds/therapeutic use , Ovarian Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Carcinoma, Ovarian Epithelial , Cohort Studies , Drug Resistance, Neoplasm , Female , Humans , Middle Aged , Neoplasms, Glandular and Epithelial/pathology , Organoplatinum Compounds/administration & dosage , Ovarian Neoplasms/pathology , Treatment OutcomeABSTRACT
OBJECTIVE: Primary peritoneal cancer is rare and considered equivalent to stage III/IV ovarian cancer, but questions remain concerning its underlying biology, prognosis and optimal management. METHODS: Clinico-pathological and treatment details of primary peritoneal (n=120) and ovarian cancer (n=635) were obtained on women recruited to the Australian Ovarian Cancer Study. Log-rank test was used to compare survival and cox proportional hazards models were fitted to obtain hazard ratios and 95% confidence intervals, both unadjusted and adjusted for age, grade, FIGO stage, residual disease and treatment with neoadjuvant chemotherapy. Molecular subtype was determined by gene expression profiling using published data. RESULTS: Compared with advanced serous ovarian cancer, primary peritoneal cancer patients were older (mean age 65.5 vs. 60.2years, p<0.001), more often treated with neoadjuvant chemotherapy (38.4% vs. 11.4%, p<0.001). Gene expression profiling classified a substantially higher proportion of primary peritoneal carcinomas as C1 (mesenchymal, reactive stromal infiltration) subtype (70.6% vs. 32.1%, p=0.029), which was associated with lower complete surgical resection rate. Women with primary peritoneal cancer had significantly shorter progression-free (11.6 vs. 13.6months, p=0.007) and overall survival (31.7 vs. 39.8months, p=0.012). In multivariate analysis, residual disease and neoadjuvant chemotherapy were both independently associated with increased risk of progression and death. CONCLUSIONS: Primary peritoneal cancer patients were more frequently treated with neoadjuvant chemotherapy and had inferior survival. Different tumor biology characterized by activated stromal fibrosis in primary peritoneal cancer may underlie the differences in treatment and clinical outcome.
Subject(s)
Cystadenocarcinoma, Serous/pathology , Cystadenocarcinoma, Serous/therapy , Ovarian Neoplasms/pathology , Ovarian Neoplasms/therapy , Peritoneal Neoplasms/pathology , Peritoneal Neoplasms/therapy , Aged , Case-Control Studies , Chemotherapy, Adjuvant , Cystadenocarcinoma, Serous/drug therapy , Cystadenocarcinoma, Serous/surgery , Female , Humans , Middle Aged , Neoadjuvant Therapy , Neoplasm Staging , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/surgery , Peritoneal Neoplasms/drug therapy , Peritoneal Neoplasms/surgery , Treatment OutcomeABSTRACT
OBJECTIVES: Obesity is an increasing health problem that is reported to influence chemotherapy dosing. The extent to which this occurs and whether this affects outcomes in ovarian cancer was unclear. To describe chemotherapy dosing practices in normal, overweight and obese patients treated for FIGO Stage III/IV serous ovarian cancer in the Australian Ovarian Cancer Study (AOCS). To evaluate the relationship between body mass index (BMI), dose intensity of chemotherapy received, overall survival (OS) and progression free survival (PFS). METHODS: Patient characteristics including age, height, weight, FIGO stage, serum creatinine, primary chemotherapy received and outcome data were extracted from medical records and entered into the AOCS database. Outcomes were analysed against BMI and relative dose intensity (RDI) received, based on calculations derived from a standard regimen (carboplatin AUC 5 and paclitaxel 175mg/m(2)). RESULTS: 333 women were included in the analysis. 27% were overweight and 21% were obese. In cycle 1 66% of obese patients received carboplatin doses more than 5% below their optimal calculated dose, and 32% received sub-optimal paclitaxel doses, compared to 25% and 13% of normal weight patients respectively. Obese women were more likely to have received <85% RDI for carboplatin compared to normal weight women (p<0.001). BMI group and RDI of carboplatin and paclitaxel were not predictors of OS. Women who received less than 85% RDI for carboplatin had a worse PFS (univariate analysis, median PFS 11 versus 15 months; p=0.04). There was no significant association between RDI and OS or PFS in multivariate analysis. CONCLUSIONS: Obesity is common in ovarian cancer patients, and commonly results in lower chemotherapy dosing than recommended. Analysis of chemotherapy dosing from this study suggests that reduced dose intensity of carboplatin, which was more common in obese women, may impact on PFS in patients with advanced serous ovarian cancer.
Subject(s)
Antineoplastic Agents/administration & dosage , Carboplatin/administration & dosage , Carcinoma/drug therapy , Obesity/complications , Ovarian Neoplasms/drug therapy , Paclitaxel/administration & dosage , Aged , Body Mass Index , Carcinoma/complications , Carcinoma/pathology , Cohort Studies , Disease-Free Survival , Dose-Response Relationship, Drug , Female , Humans , Middle Aged , Multivariate Analysis , Ovarian Neoplasms/complications , Ovarian Neoplasms/pathology , Overweight/complications , Proportional Hazards Models , Retrospective Studies , Treatment OutcomeABSTRACT
Mucinous ovarian carcinomas (MCs) typically do not respond to current conventional therapy. We have previously demonstrated amplification of HER2 in 6 of 33 (18.2%) mucinous ovarian carcinomas (MCs) and presented anecdotal evidence of response with HER2-targeted treatment in a small series of women with recurrent HER2-amplified (HER2+) MC. Here, we explore HER2 amplification and KRAS mutation status in an independent cohort of 189 MCs and 199 mucinous borderline ovarian tumours (MBOTs) and their association to clinicopathological features. HER2 status was assessed by immunohistochemistry (IHC), FISH, and CISH, and interpreted per ASCO/CAP guidelines, with intratumoural heterogeneity assessment on full sections, where available. KRAS mutation testing was performed with Sanger sequencing. Stage and grade were associated with recurrence on both univariate and multivariate analysis (p < 0.001). Assessment of HER2 status revealed overexpression/amplification of HER2 in 29/154 (18.8%) MCs and 11/176 (6.2%) MBOTs. There was excellent agreement between IHC, FISH, and CISH assessment of HER2 status (perfect concordance of HER2 0 or 1+ IHC with non-amplified status, and 3+ IHC with amplified status). KRAS mutations were seen in 31/71 (43.6%) MCs and 26/33 (78.8%) MBOTs, and were near mutually exclusive of HER2 amplification. In the 189 MC cases, a total of 54 recurrences and 59 deaths (53 of progressive disease) were observed. Within MCs, either HER2 amplification/overexpression or KRAS mutation was associated with decreased likelihood of disease recurrence (p = 0.019) or death (p = 0.0041) when compared to cases with neither feature. Intratumoural heterogeneity was noted in 26% of HER2-overexpressing cases. These data support the stratification of MCs for the testing of new treatments, with HER2-targeted therapy as a viable option for HER2+ advanced or recurrent disease. Further research is required to delineate the molecular and clinical features of the â¼34% of MC cases with neither HER2 amplification nor KRAS mutations.
Subject(s)
Adenocarcinoma, Mucinous/genetics , Biomarkers, Tumor/genetics , Gene Amplification , Ovarian Neoplasms/genetics , Receptor, ErbB-2/genetics , Adenocarcinoma, Mucinous/chemistry , Adenocarcinoma, Mucinous/drug therapy , Adenocarcinoma, Mucinous/mortality , Adenocarcinoma, Mucinous/secondary , Adolescent , Adult , Aged , Aged, 80 and over , Australia , Biomarkers, Tumor/analysis , Canada , DNA Mutational Analysis , Disease Progression , Disease-Free Survival , Female , Genetic Predisposition to Disease , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Kaplan-Meier Estimate , Middle Aged , Molecular Targeted Therapy , Multivariate Analysis , Mutation , Neoplasm Grading , Neoplasm Recurrence, Local , Neoplasm Staging , Ovarian Neoplasms/chemistry , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Phenotype , Prognosis , Proportional Hazards Models , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins p21(ras) , Receptor, ErbB-2/analysis , Risk Assessment , Risk Factors , Time Factors , United States , Young Adult , ras Proteins/geneticsABSTRACT
BACKGROUND: Few biomarkers of ovarian cancer prognosis have been established, partly because subtype-specific associations might be obscured in studies combining all histopathological subtypes. We examined whether tumour expression of the progesterone receptor (PR) and oestrogen receptor (ER) was associated with subtype-specific survival. METHODS: 12 studies participating in the Ovarian Tumor Tissue Analysis consortium contributed tissue microarray sections and clinical data to our study. Participants included in our analysis had been diagnosed with invasive serous, mucinous, endometrioid, or clear-cell carcinomas of the ovary. For a patient to be eligible, tissue microarrays, clinical follow-up data, age at diagnosis, and tumour grade and stage had to be available. Clinical data were obtained from medical records, cancer registries, death certificates, pathology reports, and review of histological slides. PR and ER statuses were assessed by central immunohistochemistry analysis done by masked pathologists. PR and ER staining was defined as negative (<1% tumour cell nuclei), weak (1 to <50%), or strong (≥50%). Associations with disease-specific survival were assessed. FINDINGS: 2933 women with invasive epithelial ovarian cancer were included: 1742 with high-grade serous carcinoma, 110 with low-grade serous carcinoma, 207 with mucinous carcinoma, 484 with endometrioid carcinoma, and 390 with clear-cell carcinoma. PR expression was associated with improved disease-specific survival in endometrioid carcinoma (log-rank p<0·0001) and high-grade serous carcinoma (log-rank p=0·0006), and ER expression was associated with improved disease-specific survival in endometrioid carcinoma (log-rank p<0·0001). We recorded no significant associations for mucinous, clear-cell, or low-grade serous carcinoma. Positive hormone-receptor expression (weak or strong staining for PR or ER, or both) was associated with significantly improved disease-specific survival in endometrioid carcinoma compared with negative hormone-receptor expression, independent of study site, age, stage, and grade (hazard ratio 0·33, 95% CI 0·21-0·51; p<0·0001). Strong PR expression was independently associated with improved disease-specific survival in high-grade serous carcinoma (0·71, 0·55-0·91; p=0·0080), but weak PR expression was not (1·02, 0·89-1·18; p=0·74). INTERPRETATION: PR and ER are prognostic biomarkers for endometrioid and high-grade serous ovarian cancers. Clinical trials, stratified by subtype and biomarker status, are needed to establish whether hormone-receptor status predicts response to endocrine treatment, and whether it could guide personalised treatment for ovarian cancer. FUNDING: Carraresi Foundation and others.
Subject(s)
Adenocarcinoma, Clear Cell/mortality , Adenocarcinoma, Mucinous/mortality , Carcinoma, Endometrioid/mortality , Cystadenocarcinoma, Serous/mortality , Ovarian Neoplasms/mortality , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Adenocarcinoma, Clear Cell/metabolism , Adenocarcinoma, Clear Cell/pathology , Adenocarcinoma, Mucinous/metabolism , Adenocarcinoma, Mucinous/pathology , Biomarkers, Tumor/metabolism , Carcinoma, Endometrioid/metabolism , Carcinoma, Endometrioid/pathology , Case-Control Studies , Cystadenocarcinoma, Serous/metabolism , Cystadenocarcinoma, Serous/pathology , Female , Follow-Up Studies , Humans , Immunoenzyme Techniques , Middle Aged , Neoplasm Grading , Neoplasm Invasiveness , Neoplasm Staging , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Ovary/metabolism , Ovary/pathology , Prognosis , Survival Rate , Tissue Array AnalysisABSTRACT
PURPOSE: The purpose of this study was to evaluate RB1 expression and survival across ovarian carcinoma histotypes and how co-occurrence of BRCA1 or BRCA2 (BRCA) alterations and RB1 loss influences survival in tubo-ovarian high-grade serous carcinoma (HGSC). EXPERIMENTAL DESIGN: RB1 protein expression was classified by immunohistochemistry in ovarian carcinomas of 7,436 patients from the Ovarian Tumor Tissue Analysis consortium. We examined RB1 expression and germline BRCA status in a subset of 1,134 HGSC, and related genotype to overall survival (OS), tumor-infiltrating CD8+ lymphocytes, and transcriptomic subtypes. Using CRISPR-Cas9, we deleted RB1 in HGSC cells with and without BRCA1 alterations to model co-loss with treatment response. We performed whole-genome and transcriptome data analyses on 126 patients with primary HGSC to characterize tumors with concurrent BRCA deficiency and RB1 loss. RESULTS: RB1 loss was associated with longer OS in HGSC but with poorer prognosis in endometrioid ovarian carcinoma. Patients with HGSC harboring both RB1 loss and pathogenic germline BRCA variants had superior OS compared with patients with either alteration alone, and their median OS was three times longer than those without pathogenic BRCA variants and retained RB1 expression (9.3 vs. 3.1 years). Enhanced sensitivity to cisplatin and paclitaxel was seen in BRCA1-altered cells with RB1 knockout. Combined RB1 loss and BRCA deficiency correlated with transcriptional markers of enhanced IFN response, cell-cycle deregulation, and reduced epithelial-mesenchymal transition. CD8+ lymphocytes were most prevalent in BRCA-deficient HGSC with co-loss of RB1. CONCLUSIONS: Co-occurrence of RB1 loss and BRCA deficiency was associated with exceptionally long survival in patients with HGSC, potentially due to better treatment response and immune stimulation.
Subject(s)
BRCA1 Protein , BRCA2 Protein , Cystadenocarcinoma, Serous , Ovarian Neoplasms , Retinoblastoma Binding Proteins , Humans , Female , Ovarian Neoplasms/genetics , Ovarian Neoplasms/mortality , Ovarian Neoplasms/immunology , Ovarian Neoplasms/pathology , BRCA2 Protein/genetics , BRCA2 Protein/deficiency , BRCA1 Protein/genetics , BRCA1 Protein/deficiency , Cystadenocarcinoma, Serous/genetics , Cystadenocarcinoma, Serous/pathology , Cystadenocarcinoma, Serous/mortality , Cystadenocarcinoma, Serous/immunology , Retinoblastoma Binding Proteins/genetics , Prognosis , Ubiquitin-Protein Ligases/genetics , Neoplasm Grading , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Middle Aged , Germ-Line Mutation , Gene Expression Regulation, Neoplastic , Aged , Biomarkers, Tumor/genetics , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolismABSTRACT
BACKGROUND: Ovarian clear-cell and endometrioid carcinomas may arise from endometriosis, but the molecular events involved in this transformation have not been described. METHODS: We sequenced the whole transcriptomes of 18 ovarian clear-cell carcinomas and 1 ovarian clear-cell carcinoma cell line and found somatic mutations in ARID1A (the AT-rich interactive domain 1A [SWI-like] gene) in 6 of the samples. ARID1A encodes BAF250a, a key component of the SWISNF chromatin remodeling complex. We sequenced ARID1A in an additional 210 ovarian carcinomas and a second ovarian clear-cell carcinoma cell line and measured BAF250a expression by means of immunohistochemical analysis in an additional 455 ovarian carcinomas. RESULTS: ARID1A mutations were seen in 55 of 119 ovarian clear-cell carcinomas (46%), 10 of 33 endometrioid carcinomas (30%), and none of the 76 high-grade serous ovarian carcinomas. Seventeen carcinomas had two somatic mutations each. Loss of the BAF250a protein correlated strongly with the ovarian clear-cell carcinoma and endometrioid carcinoma subtypes and the presence of ARID1A mutations. In two patients, ARID1A mutations and loss of BAF250a expression were evident in the tumor and contiguous atypical endometriosis but not in distant endometriotic lesions. CONCLUSIONS: These data implicate ARID1A as a tumor-suppressor gene frequently disrupted in ovarian clear-cell and endometrioid carcinomas. Since ARID1A mutation and loss of BAF250a can be seen in the preneoplastic lesions, we speculate that this is an early event in the transformation of endometriosis into cancer. (Funded by the British Columbia Cancer Foundation and the Vancouver General HospitalUniversity of British Columbia Hospital Foundation.).
Subject(s)
Adenocarcinoma, Clear Cell/genetics , Carcinoma, Endometrioid/genetics , Endometriosis/complications , Mutation , Nuclear Proteins/genetics , Ovarian Neoplasms/genetics , Transcription Factors/genetics , Adenocarcinoma, Clear Cell/metabolism , Adenocarcinoma, Clear Cell/pathology , Carcinoma, Endometrioid/metabolism , Carcinoma, Endometrioid/pathology , Cell Line, Tumor , DNA-Binding Proteins , Endometriosis/pathology , Female , Gene Expression , Gene Expression Profiling , Genes, Tumor Suppressor , Humans , Nuclear Proteins/metabolism , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Sequence Analysis, RNA , Transcription Factors/metabolismABSTRACT
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 ModelsABSTRACT
While the introduction of poly-(ADP)-ribose polymerase (PARP) inhibitors in homologous recombination DNA repair (HR) deficient high grade serous ovarian, fallopian tube and primary peritoneal cancers (HGSC) has improved patient survival, resistance to PARP inhibitors frequently occurs. Preclinical and translational studies have identified multiple mechanisms of resistance; here we examined tumour samples collected from 26 women following treatment with PARP inhibitors as part of standard of care or their enrolment in clinical trials. Twenty-one had a germline or somatic BRCA1/2 mutation. We performed targeted sequencing of 63 genes involved in DNA repair processes or implicated in ovarian cancer resistance. We found that just three individuals had a small-scale mutation as a definitive resistance mechanism detected, having reversion mutations, while six had potential mechanisms of resistance detected, with alterations related to BRCA1 function and mutations in SHLD2. This study indicates that mutations in genes related to DNA repair are detected in a minority of HGSC patients as genetic mechanisms of resistance. Future research into resistance in HGSC should focus on copy number, transcriptional and epigenetic aberrations, and the contribution of the tumour microenvironment.
Subject(s)
Antineoplastic Agents , Ovarian Neoplasms , Humans , Female , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Antineoplastic Agents/therapeutic use , Mutation , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Tumor MicroenvironmentABSTRACT
OBJECTIVE: The real-world INFORM study analyzed sociodemographics, treatment patterns and clinical outcomes for patients with newly diagnosed advanced epithelial ovarian cancer (EOC) in Australia, South Korea (S.Korea) and Taiwan preceding incorporation of poly(ADP-ribose) polymerase inhibitors into clinical practice. METHODS: Retrospective data from patients diagnosed with EOC (high-grade serous EOC for Taiwan) between January 2014 and December 2018 with ≥12 months follow-up from diagnosis were analyzed descriptively. Survival was evaluated by Kaplan-Meier with two-sided 95% confidence interval (CI). RESULTS: Of the 987 patients (Australia, 223; S.Korea, 513; Taiwan, 251), 98% received platinum-based chemotherapy (CT). In S.Korea and Taiwan 76.0% and 78.9% respectively underwent primary cytoreductive surgery; in Australia, 56.5% had interval debulking surgery. Bevacizumab was included in primary/maintenance therapy for 22.4%, 14.6% and 6.8% of patients in Australia, S.Korea and Taiwan, respectively. Patients receiving bevacizumab were high-risk (reimbursement policy) and achieved similar real-world progression-free survival (PFS) compared with CT only. Overall, the median real-world PFS (months; 95% CI) was similar across Australia (16.0 [14.63-18.08]), S.Korea (17.7 [16.18-19.27]) and Taiwan (19.1 [17.56-22.29]). CONCLUSION: This study reveals poor prognosis despite differences in demographics and treatment patterns for patients with EOC across Asia-Pacific suggesting the need for biomarker-driven novel therapies to improve outcomes.