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1.
J Ovarian Res ; 17(1): 119, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38824600

RESUMEN

BACKGROUND: Ovarian clear cell carcinoma (OCCC) is a rare pathological histotype in ovarian cancer, while the survival rate of advanced OCCC (Stage III-IV) is substantially lower than that of the advanced serous ovarian cancer (OSC), which is the most common histotype. The goal of this study was to identify high-risk OCCC by comparing OSC and OCCC, with investigating potential risk and prognosis markers. METHODS: Patients diagnosed with ovarian cancer from 2009 to 2018 were identified from the Surveillance, Epidemiology, and End Results (SEER) Program. Logistic and Cox regression models were used to identify risk and prognostic factors in high-risk OCCC patients. Cancer-specific survival (CSS) and overall survival (OS) were assessed using Kaplan-Meier curves. Furthermore, Cox analysis was employed to build a nomogram model. The performance evaluation results were displayed using the C-index, calibration plots, receiver operating characteristic (ROC) curve, and decision curve analysis (DCA). Immunohistochemically approach was used to identify the expression of the novel target (GPC3). RESULTS: In the Cox analysis for advanced OCCC, age (45-65 years), tumor numbers (total number of in situ/malignant tumors for patient), T3-stage, bilateral tumors, and liver metastases could be defined as prognostic variables. Nomogram showed good predictive power and clinical practicality. Compared with OSC, liver metastases had a stronger impact on the prognosis of patients with OCCC. T3-stage, positive distant lymph nodes metastases, and lung metastases were risk factors for developing liver metastases. Chemotherapy was an independent prognostic factor for patient with advanced OCCC, but had no effect on CSS in patients with liver metastases (p = 0.0656), while surgery was significantly related with better CSS in these patients (p < 0.0001) (p = 0.0041). GPC3 expression was detected in all tissue sections, and GPC3 staining was predominantly found in the cytoplasm and membranes. CONCLUSION: Advanced OCCC and OCCC with liver metastases are two types of high-risk OCCC. The constructed nomogram exhibited a satisfactory survival prediction for patients with advanced OCCC. GPC3 immunohistochemistry is expected to accumulate preclinical evidence to support the inclusion of GPC3 in OCCC targeted therapy.


Asunto(s)
Adenocarcinoma de Células Claras , Cistadenocarcinoma Seroso , Neoplasias Ováricas , Humanos , Femenino , Neoplasias Ováricas/patología , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/metabolismo , Persona de Mediana Edad , Pronóstico , Anciano , Adenocarcinoma de Células Claras/patología , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/mortalidad , Programa de VERF , Adulto , Nomogramas , Factores de Riesgo
2.
J Ovarian Res ; 17(1): 92, 2024 Apr 29.
Artículo en Inglés | MEDLINE | ID: mdl-38685095

RESUMEN

PURPOSE: This study aims to explore the contribution of differentially expressed programmed cell death genes (DEPCDGs) to the heterogeneity of serous ovarian cancer (SOC) through single-cell RNA sequencing (scRNA-seq) and assess their potential as predictors for clinical prognosis. METHODS: SOC scRNA-seq data were extracted from the Gene Expression Omnibus database, and the principal component analysis was used for cell clustering. Bulk RNA-seq data were employed to analyze SOC-associated immune cell subsets key genes. CIBERSORT and single-sample gene set enrichment analysis (ssGSEA) were utilized to calculate immune cell scores. Prognostic models and nomograms were developed through univariate and multivariate Cox analyses. RESULTS: Our analysis revealed that 48 DEPCDGs are significantly correlated with apoptotic signaling and oxidative stress pathways and identified seven key DEPCDGs (CASP3, GADD45B, GNA15, GZMB, IL1B, ISG20, and RHOB) through survival analysis. Furthermore, eight distinct cell subtypes were characterized using scRNA-seq. It was found that G protein subunit alpha 15 (GNA15) exhibited low expression across these subtypes and a strong association with immune cells. Based on the DEGs identified by the GNA15 high- and low-expression groups, a prognostic model comprising eight genes with significant prognostic value was constructed, effectively predicting patient overall survival. Additionally, a nomogram incorporating the RS signature, age, grade, and stage was developed and validated using two large SOC datasets. CONCLUSION: GNA15 emerged as an independent and excellent prognostic marker for SOC patients. This study provides valuable insights into the prognostic potential of DEPCDGs in SOC, presenting new avenues for personalized treatment strategies.


Asunto(s)
Neoplasias Ováricas , Humanos , Femenino , Pronóstico , Neoplasias Ováricas/genética , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/patología , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/mortalidad , Regulación Neoplásica de la Expresión Génica , Biomarcadores de Tumor/genética , Perfilación de la Expresión Génica , Apoptosis/genética , Nomogramas , Transcriptoma
3.
Int J Gynecol Cancer ; 34(6): 879-885, 2024 Jun 03.
Artículo en Inglés | MEDLINE | ID: mdl-38548312

RESUMEN

OBJECTIVES: Given the high response to platinum based chemotherapy in BRCA 1/2 mutated high grade serous ovarian cancers, there is uncertainty about the relative benefits of primary cytoreductive surgery versus neoadjuvant chemotherapy in this population. We aimed to compare the survival outcomes for women with BRCA 1/2 mutated high grade serous ovarian cancers undergoing either primary cytoreductive surgery or neoadjuvant chemotherapy. METHODS: We conducted a retrospective cohort study of all stage III/IV BRCA mutated high grade serous ovarian cancers treated with primary cytoreductive surgery or neoadjuvant chemotherapy at a single tertiary cancer center between 1991 and 2020. Baseline demographics, initial disease burden, surgical complexity, and survival outcomes were examined. RESULTS: Of 314 women with germline or somatic BRCA mutations, 194 (62%) underwent primary cytoreductive surgery and 120 (38%) underwent neoadjuvant chemotherapy followed by interval cytoreductive surgery. Those undergoing primary cytoreductive surgery were younger (median age 53 years (range 47-59) vs 59 years (50-65), p<0.001), but there were no differences in functional status or underlying comorbidities. The initial disease burden was lower (disease score high (40% vs 44%; p<0.001) but surgical complexity was higher (surgical complexity score high (18% vs 3%; p<0.001) in the primary cytoreductive surgery cohort. The rate of optimal or complete cytoreduction was similar in both groups (89% vs 90%; p=0.23) as well as the rate of poly (ADP-ribose) polymerase inhibitor use (62% vs 68%; p=0.3). The 10 year overall survival and recurrence free survival were superior in the primary cytoreductive surgery cohort (overall survival 49% vs 25%, p<0.001 and progression free survival 25% vs 10%, p<0.001). After controlling for confounders, primary cytoreductive surgery remained a significant predictor of improved overall survival (hazard ratio (HR) 0.45; 95% confidence interval (CI) 0.27 to 0.74; p=0.002) and recurrence free survival (HR 0.55; 95% CI 0.37 to 0.80; p=0.002). CONCLUSIONS: Primary cytoreductive surgery was associated with improved survival in women with stage III/IV BRCA mutated high grade serous ovarian cancers compared with neoadjuvant chemotherapy.


Asunto(s)
Cistadenocarcinoma Seroso , Procedimientos Quirúrgicos de Citorreducción , Terapia Neoadyuvante , Neoplasias Ováricas , Humanos , Femenino , Procedimientos Quirúrgicos de Citorreducción/métodos , Persona de Mediana Edad , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/patología , Neoplasias Ováricas/genética , Neoplasias Ováricas/cirugía , Neoplasias Ováricas/terapia , Estudios Retrospectivos , Anciano , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/cirugía , Cistadenocarcinoma Seroso/tratamiento farmacológico , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/mortalidad , Proteína BRCA2/genética , Análisis de Supervivencia , Mutación , Quimioterapia Adyuvante , Proteína BRCA1/genética , Estudios de Cohortes
4.
Clin Cancer Res ; 30(11): 2461-2474, 2024 Jun 03.
Artículo en Inglés | MEDLINE | ID: mdl-38536067

RESUMEN

PURPOSE: Shallow whole-genome sequencing (sWGS) can detect copy-number (CN) aberrations. In high-grade serous ovarian cancer (HGSOC) sWGS identified CN signatures such as homologous recombination deficiency (HRD) to direct therapy. We applied sWGS with targeted sequencing to p53abn endometrial cancers to identify additional prognostic stratification and therapeutic opportunities. EXPERIMENTAL DESIGN: sWGS and targeted panel sequencing was performed on formalin-fixed, paraffin-embedded p53abn endometrial cancers. CN alterations, mutational data and CN signatures were derived, and associations to clinicopathologic and outcomes data were assessed. RESULTS: In 187 p53abn endometrial cancers, 5 distinct CN signatures were identified. Signature 5 was associated with BRCA1/2 CN loss with features similar to HGSOC HRD signature. Twenty-two percent of potential HRD cases were identified, 35 patients with signature 5, and 8 patients with BRCA1/2 somatic mutations. Signatures 3 and 4 were associated with a high ploidy state, and CCNE1, ERBB2, and MYC amplifications, with mutations in PIK3CA enriched in signature 3. We observed improved overall survival (OS) for patients with signature 2 and worse OS for signatures 1 and 3. Twenty-eight percent of patients had CCNE1 amplification and this subset was enriched with carcinosarcoma histotype. Thirty-four percent of patients, across all histotypes, had ERBB2 amplification and/or HER2 overexpression on IHC, which was associated with worse outcomes. Mutations in PPP2R1A (29%) and FBXW7 (16%) were among the top 5 most common mutations. CONCLUSIONS: sWGS and targeted sequencing identified therapeutic opportunities in 75% of patients with p53abn endometrial cancer. Further research is needed to determine the efficacy of treatments targeting these identified pathways within p53abn endometrial cancers.


Asunto(s)
Variaciones en el Número de Copia de ADN , Neoplasias Endometriales , Proteína 7 que Contiene Repeticiones F-Box-WD , Mutación , Proteína p53 Supresora de Tumor , Secuenciación Completa del Genoma , Humanos , Femenino , Neoplasias Endometriales/genética , Neoplasias Endometriales/patología , Neoplasias Endometriales/mortalidad , Neoplasias Endometriales/terapia , Proteína p53 Supresora de Tumor/genética , Proteína 7 que Contiene Repeticiones F-Box-WD/genética , Persona de Mediana Edad , Anciano , Proteína BRCA2/genética , Proteína BRCA1/genética , Pronóstico , Fosfatidilinositol 3-Quinasa Clase I/genética , Ciclina E/genética , Adulto , Ubiquitina-Proteína Ligasas/genética , Biomarcadores de Tumor/genética , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/tratamiento farmacológico , Cistadenocarcinoma Seroso/terapia , Anciano de 80 o más Años , Proteínas Oncogénicas
5.
Gynecol Oncol ; 166(1): 90-99, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35624045

RESUMEN

OBJECTIVES: Develop conditional survival and risk-assessment estimates for uterine serous carcinoma (USC) overall and stratified by stage as tools for annual survivorship counseling and care planning. METHODS: Patients in the National Cancer Data Base diagnosed between 2004 and 2014 with stage I-IV USC were eligible. Individuals missing stage or survival data or with multiple malignancies were excluded. Five-year conditional survival was estimated using the stage-stratified Kaplan-Meier method annually during follow-up. A standardized mortality ratio (SMR) estimated the proportion of observed to expected deaths in the U.S. adjusted for year, age, and race. The relationships between prognostic factors and survival were studied using multivariate Cox modeling at diagnosis and conditioned on surviving 5-years. RESULTS: There were 14,575 participants, including 43% with stage I, 8% with stage II, 29% with stage III, and 20% with stage IV USC. Five-year survival at diagnosis vs. after surviving 5-years was 52% vs. 75% overall, 77% vs. 81% for stage I, 57% vs. 72% for stage II, 40% vs. 66% for stage III, and 17% vs. 60% for stage IV USC, respectively (P < 0.0001). Incremental improvements in 5-year conditional survival and reductions in SMR tracked with annual follow-up and higher stage. The adjusted risk of death at diagnosis vs. after surviving 5-years was 1.15 vs. 1.40 per 5-year increase of age, 1.26 vs. 1.68 for Medicaid insurance, 3.92 vs. 2.48 for stage III disease, and 6.65 vs. 2.79 for stage IV disease, respectively (P < 0.0001). CONCLUSION: In USC, the evolution of conditional survival permits annual reassessments of prognosis to tailor survivorship counseling and care planning.


Asunto(s)
Cistadenocarcinoma Seroso , Neoplasias Endometriales , Neoplasias Uterinas , Anciano , Consejo , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Neoplasias Endometriales/mortalidad , Neoplasias Endometriales/patología , Femenino , Humanos , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Estudios Retrospectivos , Análisis de Supervivencia , Supervivencia , Neoplasias Uterinas/mortalidad , Neoplasias Uterinas/patología
6.
BMC Cancer ; 22(1): 59, 2022 Jan 13.
Artículo en Inglés | MEDLINE | ID: mdl-35027024

RESUMEN

BACKGROUND: Administration of poly (ADP-ribose) polymerase (PARP) inhibitors after achieving a response to platinum-containing drugs significantly prolonged relapse-free survival compared to placebo administration. PARP inhibitors have been used in clinical practice. However, patients with platinum-resistant relapsed ovarian cancer still have a poor prognosis and there is an unmet need. The purpose of this study was to examine the clinical significance of metabolic genes and focal adhesion kinase (FAK) activity in advanced ovarian high-grade serous carcinoma (HGSC). METHODS: The RNA sequencing (RNA-seq) data and clinical data of HGSC patients were obtained from the Genomic Data Commons (GDC) Data Portal and analysed ( https://portal.gdc.cancer.gov/ ). In addition, tumour tissue was sampled by laparotomy or screening laparoscopy prior to treatment initiation from patients diagnosed with stage IIIC ovarian cancer (International Federation of Gynecology and Obstetrics (FIGO) classification, 2014) at the Saitama Medical University International Medical Center, and among the patients diagnosed with HGSC, 16 cases of available cryopreserved specimens were included in this study. The present study was reviewed and approved by the Institutional Review Board of Saitama Medical University International Medical Center (Saitama, Japan). Among the 6307 variable genes detected in both The Cancer Genome Atlas-Ovarian (TCGA-OV) data and clinical specimen data, 35 genes related to metabolism and FAK activity were applied. RNA-seq data were analysed using the Subio Platform (Subio Inc, Japan). JMP 15 (SAS, USA) was used for statistical analysis and various types of machine learning. The Kaplan-Meier method was used for survival analysis, and the Wilcoxon test was used to analyse significant differences. P < 0.05 was considered significant. RESULTS: In the TCGA-OV data, patients with stage IIIC with a residual tumour diameter of 1-10 mm were selected for K means clustering and classified into groups with significant prognostic correlations (p = 0.0444). These groups were significantly associated with platinum sensitivity/resistance in clinical cases (χ2 test, p = 0.0408) and showed significant relationships with progression-free survival (p = 0.0307). CONCLUSION: In the TCGA-OV data, 2 groups classified by clustering focusing on metabolism-related genes and FAK activity were shown to be associated with platinum resistance and a poor prognosis.


Asunto(s)
Cistadenocarcinoma Seroso , Quinasa 1 de Adhesión Focal , Neoplasias Ováricas , Adulto , Anciano , Antineoplásicos , Carboplatino , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/metabolismo , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Resistencia a Antineoplásicos/genética , Femenino , Quinasa 1 de Adhesión Focal/genética , Quinasa 1 de Adhesión Focal/metabolismo , Humanos , Aprendizaje Automático , Persona de Mediana Edad , Neoplasias Ováricas/genética , Neoplasias Ováricas/metabolismo , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/patología , RNA-Seq , Transcriptoma/genética
7.
Sci Rep ; 12(1): 980, 2022 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-35046435

RESUMEN

Alternative splicing (AS) events play a crucial role in the tumorigenesis and progression of cancer. Transcriptome data and Percent Spliced In (PSI) values of ovarian cancer patients were downloaded from TCGA database and TCGA SpliceSeq. Totally we identified 1472 AS events that were associated with survival of ovarian serous cystadenocarcinoma (OC) and exon skipping (ES) was the most important type. Univariate and multivariate Cox regression analysis were performed to identify survival-associated AS events and developed the prognostic model based on 11-AS events. The immune cells and different response to cytotoxic T lymphocyte associated antigen 4 (CTLA-4) and programmed cell death protein 1 (PD-1) blockers in low-risk and high-risk group of OC patients were analyzed. Ten kinds of immune cells were found up-regulated in low-risk group. Activated B cell, natural killer T cell, natural killer cell and regulatory T cell were associated with survival of OC. The patients in low-risk group had good response to CTLA-4 and PD-1 blockers treatment. Moreover, a regulatory network was established according to the correlation between AS events and splicing factors (SFs). The present study provided valuable insights into the underlying mechanisms of OC. AS events that were correlated with the immune system might be potential therapeutic targets.


Asunto(s)
Empalme Alternativo , Cistadenocarcinoma Seroso/inmunología , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Neoplasias Ováricas/inmunología , Microambiente Tumoral , Adulto , Anciano , Anciano de 80 o más Años , Cistadenocarcinoma Seroso/metabolismo , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/terapia , Femenino , Humanos , Persona de Mediana Edad , Neoplasias Ováricas/metabolismo , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/terapia , Modelos de Riesgos Proporcionales , Estudios Retrospectivos
8.
J Obstet Gynaecol ; 42(5): 1233-1238, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-34565276

RESUMEN

The aim of this retrospective population-based study was to investigate the survival outcomes and prognostic factors of patients with the two cervical carcinomas. A cohort of patients diagnosed with papillary serous adenocarcinoma of the uterine cervix (PSAC) and papillary squamous cell carcinoma (PSCC) between 1973 and 2015 were drawn from the National Cancer Institute's Surveillance Epidemiology and End Results (SEER) database. Overall survival (OS) and cancer-specific survival (CSS) were estimated using the Kaplan-Meier method, and prognostic factors were assessed using Cox proportional hazards survival regression analysis. The 5-year and 10-year OS rates were 38.4 and 33.1% for PSAC and 64.6 and 50.8% for PSCC, respectively. The 2-year and 5-year CSS rates were 60.6 and 45.9% for PSAC and 79.6 and 69.0% for PSCC, respectively. Patients with PSCC survive longer than PSAC patients and have other well-described prognostic factors for improved survival rates, including an early cancer stage, a younger patient age and standardised surgery.Impact statementWhat is already known on this subject? Papillary serous adenocarcinoma of the uterine cervix (PSAC) and papillary squamous cell carcinoma (PSCC)are both very rare subtypes of cervical carcinomas.What do the results of this study add? This retrospective population-based analysis has evaluated the survival outcomes and prognostic indicators of patients with PSAC and PSCC.What the implications are of these findings for clinical practice and/or further research? Knowing the survival outcomes and prognostic indicators of PSAC and PSCC patients, we can better follow up patients.


Asunto(s)
Carcinoma Papilar , Carcinoma de Células Escamosas , Cistadenocarcinoma Seroso , Neoplasias del Cuello Uterino , Carcinoma Papilar/mortalidad , Carcinoma Papilar/patología , Carcinoma de Células Escamosas/mortalidad , Carcinoma de Células Escamosas/patología , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Femenino , Humanos , Estadificación de Neoplasias , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Neoplasias del Cuello Uterino/mortalidad , Neoplasias del Cuello Uterino/patología
9.
Int J Cancer ; 150(2): 232-242, 2022 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-34494658

RESUMEN

The incidence of uterine corpus cancer has been increasing globally due to increase in obesity. However, a detailed analysis of long-term epidemiological trends of corpus cancer in Japan, where obesity is relatively minimal, has not been conducted. In this retrospective, population-based study using the Osaka Cancer Registry, we analyzed 15 255 cases of corpus neoplasia registered between 1977 and 2016. We determined the age-standardized incidence, mortality, relative survival and conditional survival rates, and the treatment trends for corpus cancer over the last 40 years in Japan. The age-standardized incidence rate of corpus neoplasia increased sharply in 2000-2011 (APC = 9.9, 95% CI: 8.4-11.3), whereas the mortality rate trended to a much more modest increase (APC = 3.3, 95% CI: 2.7-3.8). Compared to 1977-2000, 10-year survival rates for post-2000 cases of localized and regional corpus cancers significantly improved (from 87.7% [95% CI: 85.8-89.4] to 94.2% [95% CI: 92.7-95.7] and from 47.5% [95% CI: 43.3-51.6] to 64.4% [95% CI: 61.0-67.6], respectively). This was largely associated with the significant increase in the percentage of localized and regional patients who received chemotherapy instead of radiation as an adjuvant therapy combined to surgery (P < .001 for both). We found that each histological type (endometrioid carcinoma, serous carcinoma, clear cell carcinoma and carcinosarcoma) has different characteristics of trend of age-standardized incidence rate, relative survival and distribution of extent of disease. In endometrioid carcinoma, the age-standardized incidence rate increased consistently after 1990, but the rate of increase was decreasing after 1997.


Asunto(s)
Adenocarcinoma de Células Claras/mortalidad , Adenocarcinoma Mucinoso/mortalidad , Cistadenocarcinoma Seroso/mortalidad , Neoplasias Endometriales/mortalidad , Sistema de Registros/estadística & datos numéricos , Neoplasias Uterinas/mortalidad , Adenocarcinoma de Células Claras/epidemiología , Adenocarcinoma de Células Claras/patología , Adenocarcinoma de Células Claras/terapia , Adenocarcinoma Mucinoso/epidemiología , Adenocarcinoma Mucinoso/patología , Adenocarcinoma Mucinoso/terapia , Adulto , Anciano , Terapia Combinada , Cistadenocarcinoma Seroso/epidemiología , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/terapia , Neoplasias Endometriales/epidemiología , Neoplasias Endometriales/patología , Neoplasias Endometriales/terapia , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Japón/epidemiología , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Neoplasias Uterinas/epidemiología , Neoplasias Uterinas/patología , Neoplasias Uterinas/terapia
10.
Gynecol Oncol ; 164(1): 12-17, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34763937

RESUMEN

OBJECTIVES: We sought to determine the safety and efficacy of the oral androgen receptor antagonist enzalutamide in patients with previously treated, recurrent, AR-positive (AR+) ovarian cancer. METHODS: This was a single-institution phase II study of patients with AR+ ovarian cancer with measurable disease with 1-3 prior lines of chemotherapy; patients were screened for enrollment from 11/2013-7/2018. Following consent, archival tissue was evaluated for AR+. Enrolled patients received daily enzalutamide 160 mg until progression of disease or treatment discontinuation. Adverse events were graded by CTCAE v4.0. Co-primary endpoints were 6-month progression-free survival (PFS6) and overall response rate (ORR) by RECIST 1.1 criteria. RESULTS: During the study period, 160 patients were screened and 59 (45 high-grade serous [HGS] and 14 low-grade serous [LGS]) consented to treatment on study. There was 1 confirmed and 1 unconfirmed partial response. The ORR was 1.7% (90% CI: 0.2-100%). The overall PFS6 rate (as binary) was 22% (90% CI: 15.1-100%). The 6-month PFS rate (as time to event) was 19.8% for HGS patients (90% CI: 12.7-100%) and 38.5% (90% CI: 21.7%-100%) for LGS patients. Grade 3 toxicities occurred in 6 patients (one toxicity (Grade 3 rash) was considered a dose-limiting toxicity). One patient died of cardiac arrest after 42 days on treatment of a cardiac arrest not attributed to study drug. CONCLUSIONS: The study met its primary endpoint, with a PFS6 rate of 22% (n = 13); however, the overall response rate was low. Enzalutamide was well tolerated and may be a potential treatment option in select patients.


Asunto(s)
Benzamidas/uso terapéutico , Cistadenocarcinoma Seroso/tratamiento farmacológico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Nitrilos/uso terapéutico , Neoplasias Ováricas/tratamiento farmacológico , Feniltiohidantoína/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica , Benzamidas/administración & dosificación , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Femenino , Humanos , Persona de Mediana Edad , Recurrencia Local de Neoplasia/patología , New York , Nitrilos/administración & dosificación , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/patología , Feniltiohidantoína/administración & dosificación , Supervivencia sin Progresión , Receptores Androgénicos/metabolismo
11.
PLoS One ; 16(11): e0256615, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34813586

RESUMEN

Loss of stromal caveolin-1 (Cav-1) is a biomarker of a cancer-associated fibroblast (CAF) phenotype and is related to progression, metastasis, and poor outcomes in several cancers. The objective of this study was to evaluate the clinical significance of Cav-1 expression in invasive epithelial ovarian cancer (OvCa). Epithelial and stromal Cav-1 expression were quantified in serous OvCa and benign ovarian tissue in two, independent cohorts-one quantified expression using immunohistochemistry (IHC) and the other using multiplex immunofluorescence (IF) with digital image analysis designed to target CAF-specific expression. Cav-1 expression was significantly downregulated in OvCa stroma compared to non-neoplastic stroma using both the IHC (p = 0.002) and IF (p = 1.8x10-13) assays. OvCa stroma showed Cav-1 downregulation compared to tumor epithelium with IHC (p = 1.2x10-24). Conversely, Cav-1 expression was higher in OvCa stroma compared to tumor epithelium with IF (p = 0.002). There was moderate correlation between IHC and IF methods for stromal Cav-1 expression (r2 = 0.69, p = 0.006) whereas there was no correlation for epithelial expression (r2 = 0.006, p = 0.98). Irrespective of the staining assay, neither response to therapy or overall survival correlated with the expression level of Cav-1 in the stroma or tumor epithelium. Our findings demonstrate a loss of stromal Cav-1 expression in ovarian serous carcinomas. Studies are needed to replicate these findings and explore therapeutic implications, particularly for immunotherapy response.


Asunto(s)
Caveolina 1/metabolismo , Cistadenocarcinoma Seroso/metabolismo , Neoplasias Ováricas/metabolismo , Ovario/metabolismo , Células del Estroma/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/metabolismo , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Regulación hacia Abajo , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Inmunohistoquímica , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/patología , Ovario/patología , Células del Estroma/patología , Tasa de Supervivencia , Análisis de Matrices Tisulares
12.
Int J Gynecol Cancer ; 31(11): 1437-1442, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34725243

RESUMEN

OBJECTIVE: Endometrial cancer prognosis is related to stage, histology, myometrial invasion, and lymphovascular space invasion. Several studies have examined the association between pretreatment thrombocytosis and patient outcomes with contrasting results regarding prognosis. Our aim was to evaluate the association of pretreatment platelet count with outcomes in endometrial cancer patients. METHODS: This is an Israeli Gynecologic Oncology Group multicenter retrospective cohort study of consecutive patients with endometrial cancer, who underwent surgery between January 2002 and December 2014. Patients were grouped as low risk (endometrioid G1-G2 and villoglandular) and high risk (endometrioid G3, uterine serous papillary carcinoma, clear cell carcinoma, and carcinosarcoma). Those with stage I disease were compared with stages II-IV. Disease stages were reviewed and updated to reflect International Federation of Gynecology and Obstetrics (FIGO) 2009 staging. All patients underwent pelvic washings for cytology and total abdominal or laparoscopic hysterectomy with bilateral salpingo-oophorectomy. Pelvic lymph node assessment was performed in patients with tumors of moderate-high risk histology or deep myometrial invasion. Para-aortic sampling was performed at the surgeon's discretion. Patients were categorized by pretreatment platelet count into two groups: ≤400×109/L and >400×109/L (defined as thrombocytosis). Clinical and pathological features were compared using Student t-test, χ2 or Fisher's exact test. Survival measures were plotted with the Kaplan-Meier method and compared using the log-rank test. A Cox proportional hazards model was used for multivariable comparison of associations. RESULTS: Of the 1482 patients included, most had stage I disease (961; 74.8%) and most had endometrioid histology (927; 64.1%). A total of 1392 patients (94%) had pretreatment platelet counts ≤400×109/L and 90 (6%) had pretreatment thrombocytosis. Patients with thrombocytosis had a significantly higher rate of high-grade malignancy, advanced stage, lymphovascular space invasion, low uterine segment involvement, and lymph node metastases. They also had shorter 5 year disease-free survival (65% vs 80%, p=0.003), disease-specific survival (63% vs 83%, p<0.05) and overall survival (59% vs 77%, p<0.05). On multivariate analysis, an elevated pretreatment thrombocyte count remained a significant independent predictor for disease-specific survival and overall survival. CONCLUSIONS: Pretreatment thrombocytosis is an independent prognostic factor for decreased disease-specific survival and overall survival among patients with endometrial cancer, and can serve as a predictor of poor outcome.


Asunto(s)
Adenocarcinoma de Células Claras/mortalidad , Carcinoma Endometrioide/mortalidad , Cistadenocarcinoma Seroso/mortalidad , Neoplasias Endometriales/mortalidad , Trombocitosis/epidemiología , Adenocarcinoma de Células Claras/sangre , Adenocarcinoma de Células Claras/cirugía , Carcinoma Endometrioide/sangre , Carcinoma Endometrioide/cirugía , Cistadenocarcinoma Seroso/sangre , Cistadenocarcinoma Seroso/cirugía , Neoplasias Endometriales/sangre , Neoplasias Endometriales/cirugía , Femenino , Humanos , Israel/epidemiología , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Trombocitosis/sangre
13.
Cancer Control ; 28: 10732748211044678, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34693730

RESUMEN

INTRODUCTION: Accurate prediction of patient prognosis can be especially useful for the selection of best treatment protocols. Machine Learning can serve this purpose by making predictions based upon generalizable clinical patterns embedded within learning datasets. We designed a study to support the feature selection for the 2-year prognostic period and compared the performance of several Machine Learning prediction algorithms for accurate 2-year prognosis estimation in advanced-stage high grade serous ovarian cancer (HGSOC) patients. METHODS: The prognosis estimation was formulated as a binary classification problem. Dataset was split into training and test cohorts with repeated random sampling until there was no significant difference (p = 0.20) between the two cohorts. A ten-fold cross-validation was applied. Various state-of-the-art supervised classifiers were used. For feature selection, in addition to the exhaustive search for the best combination of features, we used the-chi square test of independence and the MRMR method. RESULTS: Two hundred nine patients were identified. The model's mean prediction accuracy reached 73%. We demonstrated that Support-Vector-Machine and Ensemble Subspace Discriminant algorithms outperformed Logistic Regression in accuracy indices. The probability of achieving a cancer-free state was maximised with a combination of primary cytoreduction, good performance status and maximal surgical effort (AUC 0.63). Standard chemotherapy, performance status, tumour load and residual disease were consistently predictive of the mid-term overall survival (AUC 0.63-0.66). The model recall and precision were greater than 80%. CONCLUSION: Machine Learning appears to be promising for accurate prognosis estimation. Appropriate feature selection is required when building an HGSOC model for 2-year prognosis prediction. We provide evidence as to what combination of prognosticators leads to the largest impact on the HGSOC 2-year prognosis.


Asunto(s)
Cistadenocarcinoma Seroso/mortalidad , Aprendizaje Automático , Neoplasias Ováricas/mortalidad , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/terapia , Femenino , Humanos , Modelos Logísticos , Persona de Mediana Edad , Neoplasias Ováricas/patología , Neoplasias Ováricas/terapia , Gravedad del Paciente , Pronóstico , Estudios Prospectivos , Máquina de Vectores de Soporte
14.
Clin Epigenetics ; 13(1): 190, 2021 10 13.
Artículo en Inglés | MEDLINE | ID: mdl-34645493

RESUMEN

High-grade serous ovarian cancer (HGSOC) is the most common type of epigenetically heterogeneous ovarian cancer. Methylation typing has previously been used in many tumour types but not in HGSOC. Methylation typing in HGSOC may promote the development of personalized care. The present study used DNA methylation data from The Cancer Genome Atlas database and identified four unique methylation subtypes of HGSOC. With the poorest prognosis and high frequency of residual tumours, cluster 4 featured hypermethylation of a panel of genes, which indicates that demethylation agents may be tested in this group and that neoadjuvant chemotherapy may be used to reduce the possibility of residual lesions. Cluster 1 and cluster 2 were significantly associated with metastasis genes and metabolic disorders, respectively. Two feature CpG sites, cg24673765 and cg25574024, were obtained through Cox proportional hazards model analysis of the CpG sites. Based on the methylation level of the two CpG sites, the samples were classified into high- and low-risk groups to identify the prognostic information. Similar results were obtained in the validation set. Taken together, these results explain the epigenetic heterogeneity of HGSOC and provide guidance to clinicians for the prognosis of HGSOC based on DNA methylation sites.


Asunto(s)
Cistadenocarcinoma Seroso/genética , Metilación de ADN/genética , Neoplasias Ováricas/genética , Anciano , Cistadenocarcinoma Seroso/complicaciones , Cistadenocarcinoma Seroso/mortalidad , Femenino , Humanos , Persona de Mediana Edad , Neoplasias Ováricas/complicaciones , Neoplasias Ováricas/mortalidad , Pronóstico , Modelos de Riesgos Proporcionales
15.
Medicine (Baltimore) ; 100(40): e27473, 2021 Oct 08.
Artículo en Inglés | MEDLINE | ID: mdl-34622876

RESUMEN

BACKGROUND: FOXP4-AS1 expression participates in multiple signal pathways and has been previously reported in colorectal cancer, cervical cancer, and other cancer cells. However, its role on prognosis and immune infiltrates in ovarian serous cystadenocarcinoma (OVs) remains unclear. The purpose of our study was to investigate the expression of FOXP4-AS1 in OVs and its association with immune infiltrates, and determined its prognostic roles in OVs. METHODS: Using The Cancer Genome Atlas (TCGA) database, we retrieved FOXP4-AS1 expression and clinical information for 376 patients with OVs. Wilcoxon rank sum test was used to compare the expression of FOXP4-AS1 in OVs and normal ovarian tissue. Logistic regression was used to analyze the relationship between clinicopathologic features and FOXP4-AS1. Gene Set Enrichment Analysis (GSEA), and single sample Gene Set Enrichment Analysis (ssGSEA) was conducted to investigate the enrich pathways and functions and quantify the extent of immune cells infiltration for FOXP4-AS1. Kaplan-Meier method was used to generate survival curves, and Cox regression was used to analyze the relationship between FOXP4-AS1 and survival rate. RESULTS: High FOXP4-AS1 expression was significantly correlated with tumor FIGO stage (P = .026). Multivariate survival analysis showed that FOXP4-AS1was an independent prognostic marker for overall survival (OS; hazard ratio [HR]: 0.638; 95% confidence interval [CI]:0.467-0.871; P = .001) and disease-specific survival (DSS; HR: 0.649; CI: 0.476-0.885; P = .006). GSEA showed that High FOXP4-AS1 expression may active programmed cell death 1 (PD-1) signaling, the cytotoxic T lymphocyte-associated antigen-4 (CTLA4) pathway, the B cell receptor signaling pathway, apoptosis, fibroblast growth factor receptor (FGFR) signaling, and the Janus-activated kinase signal transducers and activators of transcription (JAK-STAT) signaling pathway. FOXP4-AS1 expression was negatively correlated with markers of immune cells, including aDC, cytotoxic cells and neutrophils. CONCLUSION: High FOXP4-AS1 expression has the potential to be a prognostic molecular marker of favorable survival in OVs.


Asunto(s)
Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/inmunología , Neoplasias Ováricas/genética , Neoplasias Ováricas/inmunología , ARN Largo no Codificante/biosíntesis , Biomarcadores de Tumor , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Femenino , Humanos , Estimación de Kaplan-Meier , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Neoplasias Ováricas/mortalidad , Neoplasias Ováricas/patología , Pronóstico
16.
Bull Exp Biol Med ; 171(6): 755-759, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-34709513

RESUMEN

We analyzed associations of polymorphic markers of DNA repair genes (XRCC1, ERCC2), cell cycle control genes (TP53, MDM2, and CDKN1A), methylation of promoter region, and mutation 5382insC of BRCA1 gene in ovarian cancer with effectiveness of platinumbased chemotherapy assessed by the median of progression-free survival time for markers of DNA repair genes and by relapse risk for all studied markers. An increase in the median of progression-free survival time for carriers of the Gln allele (р=0.025) and Gln/Gln genotype (р=0.022) of the Gln399Arg XRCC1 was observed during the 19-months period after chemotherapy. In carriers of C/C genotype of 5382insC mutation of BRCA1 gene (n=6), no relapses were observed (р=0.035), while 17 of 49 patients without this mutation developed relapses. Of 14 patients with BRCA1 gene function inactivation due to promoter methylation or the presence of the C/C genotype of 5382insC, one relapse was observed (p=0.033). Multivariate analysis revealed an association of markers of the XRCC1, TP53, MDM2 genes, BRCA1 gene inactivation, and type of surgery with the risk of relapse during the follow-up period up to 19 months after the end of chemotherapy (р≤0.0007).


Asunto(s)
Biomarcadores de Tumor/genética , Proteínas de Neoplasias/genética , Recurrencia Local de Neoplasia/genética , Neoplasias Ováricas/genética , Compuestos de Platino/uso terapéutico , Adenocarcinoma de Células Claras/diagnóstico , Adenocarcinoma de Células Claras/tratamiento farmacológico , Adenocarcinoma de Células Claras/genética , Adenocarcinoma de Células Claras/mortalidad , Adulto , Anciano , Antineoplásicos/uso terapéutico , Proteína BRCA1/genética , Proteína BRCA1/metabolismo , Biomarcadores de Tumor/metabolismo , Carcinoma Endometrioide/diagnóstico , Carcinoma Endometrioide/tratamiento farmacológico , Carcinoma Endometrioide/genética , Carcinoma Endometrioide/mortalidad , Ciclo Celular/genética , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/genética , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/metabolismo , Cistadenocarcinoma Seroso/diagnóstico , Cistadenocarcinoma Seroso/tratamiento farmacológico , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/mortalidad , Reparación del ADN , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Persona de Mediana Edad , Mutación , Proteínas de Neoplasias/metabolismo , Recurrencia Local de Neoplasia/diagnóstico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/mortalidad , Neoplasias Ováricas/diagnóstico , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/mortalidad , Supervivencia sin Progresión , Proteínas Proto-Oncogénicas c-mdm2/genética , Proteínas Proto-Oncogénicas c-mdm2/metabolismo , Proteína p53 Supresora de Tumor/genética , Proteína p53 Supresora de Tumor/metabolismo , Proteína 1 de Reparación por Escisión del Grupo de Complementación Cruzada de las Lesiones por Rayos X/genética , Proteína 1 de Reparación por Escisión del Grupo de Complementación Cruzada de las Lesiones por Rayos X/metabolismo , Proteína de la Xerodermia Pigmentosa del Grupo D/genética , Proteína de la Xerodermia Pigmentosa del Grupo D/metabolismo
17.
Gynecol Oncol ; 163(1): 93-99, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34372971

RESUMEN

OBJECTIVE: Due to previously reported trastuzumab safety concerns and the scant data available in endometrial cancer patients, we sought to assess the safety, tolerability and toxicity profile of trastuzumab in patients with advanced/recurrent uterine serous carcinoma (USC) that overexpress HER2/neu in our multicenter randomized phase II trial. METHODS: Patients were randomized 1:1 to receive carboplatin/paclitaxel (C/P) for 6 cycles ± trastuzumab (T) with the experimental arm continuing to receive single agent trastuzumab maintenance treatment until disease progression/toxicity. Progression-free-survival was the primary endpoint; overall-survival and toxicity were secondary endpoints. Adverse events (AEs) were compared between treatment arms. RESULTS: There were 28 patients in the C/P arm and 32 patients in the experimental (C/P + T) arm. Fifty-eight patients (97%) experienced 977 treatment-related AEs of which 875 (89.6%) were low-grade (grade 1-2) and 102 (10.4%) were high-grade (grade 3-5). The mean ± standard deviation of AEs per patient was 15.5 ± 16.3 in the C/P arm and 17.0 ± 16.0 in the C/P + T arm. Gastrointestinal AEs were the most common in both arms (n = 155, 15.7%) of which 94.2% were low-grade (n = 146). Importantly, no significant difference between treatment arms was detected in any system-organ class of AE including cardiac AE. Five (17%) of 29 patients who received prolonged trastuzumab maintenance therapy had no sign of cumulative toxicity after an average (range) of 5.1 (4.2-6.3) years. CONCLUSIONS: Trastuzumab appears to be safe and has a manageable toxicity profile both when used in combination with chemotherapy and when used for single agent maintenance in patients with HER2/neu positive USC. This safety profile is reassuring given the proven efficacy of trastuzumab in advanced/recurrent HER2/neu positive USC.


Asunto(s)
Cistadenocarcinoma Seroso/tratamiento farmacológico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Receptor ErbB-2/análisis , Trastuzumab/efectos adversos , Neoplasias Uterinas/tratamiento farmacológico , Anciano , Cistadenocarcinoma Seroso/química , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/patología , Femenino , Humanos , Persona de Mediana Edad , Recurrencia Local de Neoplasia/química , Recurrencia Local de Neoplasia/mortalidad , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Neoplasias Uterinas/química , Neoplasias Uterinas/mortalidad , Neoplasias Uterinas/patología
18.
Gynecol Oncol ; 162(3): 702-706, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34256977

RESUMEN

OBJECTIVE: BRCA-associated ovarian cancers are biologically unique; it is unclear if this translates to favorable outcomes at the time of primary cytoreduction (PCS). The aim of this study was to compare the amount of residual disease after PCS in BRCA mutated (BRCAm) and wild-type (BRCAwt) high-grade serous ovarian cancers (HGSC), and to assess whether BRCA status was an independent predictor of complete cytoreduction. METHODS: We conducted a retrospective analysis of patients with stage III/IV HGSC with known germline and somatic BRCA status, treated with PCS from 2000 to 2017. We compared the complete, optimal and suboptimal cytoreduction rates between the BRCAm and BRCAwt cohorts and built a predictive model to assess whether BRCA status was predictive of complete cytoreduction. RESULTS: Of 303 treated with PCS, 120 were germline/somatic BRCAm (40%) and 183 were BRCAwt (60%). BRCAm women tended to be younger, but there were no differences between the two groups in preoperative CA-125, disease burden, surgical complexity, length of surgery, or perioperative complications. BRCAm group had a higher rate of complete cytoreduction to no residual disease (0 mm) [72% vs. 48%] (p < 0.001). In a multivariate model, after accounting for age, length of surgery, CA-125 level, stage, disease burden and surgical complexity, BRCAm status was predictive of 0 mm residual disease with odds ratio of 5.3 (95% CI 2.45-11.5; p < 0.001). CONCLUSIONS: BRCAm status is predictive of complete cytoreduction at the time of PCS. Despite similar disease burden and surgical efforts, one is more likely to achieve complete resection in BRCAm HGSC.


Asunto(s)
Carcinoma Epitelial de Ovario/genética , Cistadenocarcinoma Seroso/genética , Procedimientos Quirúrgicos de Citorreducción/métodos , Adulto , Anciano , Anciano de 80 o más Años , Proteína BRCA1 , Proteína BRCA2 , Carcinoma Epitelial de Ovario/mortalidad , Carcinoma Epitelial de Ovario/cirugía , Cistadenocarcinoma Seroso/mortalidad , Cistadenocarcinoma Seroso/cirugía , Procedimientos Quirúrgicos de Citorreducción/estadística & datos numéricos , Femenino , Mutación de Línea Germinal , Humanos , Estimación de Kaplan-Meier , Persona de Mediana Edad , Neoplasia Residual/patología , Neoplasias Ováricas/genética , Neoplasias Ováricas/cirugía , Estudios Retrospectivos
19.
Oncogene ; 40(32): 5131-5141, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34211089

RESUMEN

Peritoneal metastasis is a common issue in the progression of high-grade serous ovarian cancers (HGSOCs), yet the underlying mechanism remains unconfirmed. We demonstrated that ZEB2, the transcription factor of epithelial-mesenchymal transition (EMT), was upregulated in ascites cells from HGSOC patients and in CD133+ cancer stem-like cells (CSLCs) from epithelial ovarian cancer (EOC) cell lines. SiRNA-mediated knockdown of ZEB2 in EOC cells decreased the percentage of CSLCs and reduced the colony forming potential, cell invasion capacity and expression of pluripotent genes Oct4 and Nanog. Inhibition of ZEB2 also induced cellular apoptosis and impacted the tumorigenicity of ovarian CSLCs. The mesenchymal markers N-cadherin and vimentin were downregulated, while the epithelial marker E-cadherin was upregulated after ZEB2 knockdown. MiR-200a, a molecule that downregulates ZEB2, had the opposite effect of ZEB2 expression in EOC-CSLCs. A retrospective study of 98 HGSOC patients on the relationship of ascites volume, pelvic and abdominal metastasis, International Federation of Gynecology and Obstetrics (FIGO) stage and the malignant involvement of abdominal organs and lymph nodes was performed. Patients with high expression of ZEB2 in tumour tissues had a higher metastasis rate and a poorer prognosis than those with low expression. The parameters of ZEB2 expression and ascites volume were strongly linked with the prognostic outcome of HGSOC patients and had higher hazard ratios. These findings illustrated that ZEB2 facilitates the invasive metastasis of EOC-CSLCs and can predict peritoneal metastasis and a poor prognosis in HGSOC patients.


Asunto(s)
Transformación Celular Neoplásica/genética , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/patología , Células Madre Neoplásicas/metabolismo , Neoplasias Ováricas/genética , Neoplasias Ováricas/patología , Neoplasias Peritoneales/secundario , Caja Homeótica 2 de Unión a E-Box con Dedos de Zinc/genética , Biomarcadores , Transformación Celular Neoplásica/metabolismo , Cistadenocarcinoma Seroso/mortalidad , Femenino , Técnica del Anticuerpo Fluorescente , Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Inmunofenotipificación , Estimación de Kaplan-Meier , MicroARNs/genética , Modelos Biológicos , Invasividad Neoplásica , Metástasis de la Neoplasia , Células Madre Neoplásicas/patología , Neoplasias Ováricas/mortalidad , Neoplasias Peritoneales/metabolismo , Neoplasias Peritoneales/mortalidad , Pronóstico , Modelos de Riesgos Proporcionales , Interferencia de ARN , Curva ROC , Caja Homeótica 2 de Unión a E-Box con Dedos de Zinc/metabolismo
20.
Gynecol Oncol ; 163(1): 171-180, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34275655

RESUMEN

OBJECTIVE: This study used histopathological image features to predict molecular features, and combined with multi-dimensional omics data to predict overall survival (OS) in high-grade serous ovarian cancer (HGSOC). METHODS: Patients from The Cancer Genome Atlas (TCGA) were distributed into training set (n = 115) and test set (n = 114). In addition, we collected tissue microarrays of 92 patients as an external validation set. Quantitative features were extracted from histopathological images using CellProfiler, and utilized to establish prediction models by machine learning methods in training set. The prediction performance was assessed in test set and validation set. RESULTS: The prediction models were able to identify BRCA1 mutation (AUC = 0.952), BRCA2 mutation (AUC = 0.912), microsatellite instability-high (AUC = 0.919), microsatellite stable (AUC = 0.924), and molecular subtypes: proliferative (AUC = 0.961), differentiated (AUC = 0.952), immunoreactive (AUC = 0.941), mesenchymal (AUC = 0.918) in test set. The prognostic model based on histopathological image features could predict OS in test set (5-year AUC = 0.825) and validation set (5-year AUC = 0.703). We next explored the integrative prognostic models of image features, genomics, transcriptomics and proteomics. In test set, the models combining two omics had higher prediction accuracy, such as image features and genomics (5-year AUC = 0.834). The multi-omics model including all features showed the best prediction performance (5-year AUC = 0.911). According to risk score of multi-omics model, the high-risk and low-risk groups had significant survival differences (HR = 18.23, p < 0.001). CONCLUSIONS: These results indicated the potential ability of histopathological image features to predict above molecular features and survival risk of HGSOC patients. The integration of image features and multi-omics data may improve prognosis prediction in HGSOC patients.


Asunto(s)
Cistadenocarcinoma Seroso/patología , Neoplasias Ováricas/patología , Proteína BRCA1/genética , Proteína BRCA2/genética , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/mortalidad , Femenino , Genómica , Humanos , Aprendizaje Automático , Inestabilidad de Microsatélites , Mutación , Neoplasias Ováricas/genética , Neoplasias Ováricas/mortalidad , Pronóstico , Proteómica , Análisis de Matrices Tisulares , Transcriptoma
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