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1.
iScience ; 27(3): 109271, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38487013

ABSTRACT

The application of single-cell technologies in clinical nephrology remains elusive. We generated an atlas of transcriptionally defined cell types and cell states of human kidney disease by integrating single-cell signatures reported in the literature with newly generated signatures obtained from 5 patients with acute kidney injury. We used this information to develop kidney-specific cell-level information ExtractoR (K-CLIER), a transfer learning approach specifically tailored to evaluate the role of cell types/states on bulk RNAseq data. We validated the K-CLIER as a reliable computational framework to obtain a dimensionality reduction and to link clinical data with single-cell signatures. By applying K-CLIER on cohorts of patients with different kidney diseases, we identified the most relevant cell types associated with fibrosis and disease progression. This analysis highlighted the central role of altered proximal tubule cells in chronic kidney disease. Our study introduces a new strategy to exploit the power of single-cell technologies toward clinical applications.

2.
Int J Gynecol Cancer ; 34(6): 824-829, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38336372

ABSTRACT

OBJECTIVE: To evaluate the impact of different volumes of indocyanine green (ICG) on the detection rate and bilateral mapping of sentinel lymph nodes in patients with apparent uterine-confined endometrial cancer. METHODS: All patients who underwent surgical staging with sentinel node mapping in six reference centers were included. Two different protocols of ICG intracervical injection were used: (1) 2 mL group: total volume of 2 mL injected superficially; (2) 4 mL group: total volume of 4 mL, 2 mL deeply and 2 mL superficially. Logistic regression was used to analyze factors that could influence dye migration and detection rates. A sensitivity analysis was carried out to determine how independent variables could affect the sentinel node detection rate. RESULTS: Of 442 eligible patients, 352 were analyzed (172 in the 2 mL group and 180 in the 4 mL group). The bilateral detection rates of the 2 mL and 4 mL groups were 84.9% and 86.1%, respectively (p=0.76). The overall detection rate was higher with a volume of 4 mL than with 2 mL (97.8% vs 92.4%, respectively; p=0.024). In the univariate analysis the rate of bilateral mapping fell from 87.5% to 73.5% when the International Federation of Gynecology and Obstetrics (FIGO) 2009 tumor stage was >IB (p=0.018). In the multivariate analysis, for both overall and bilateral detection rates a statistically significant difference emerged for the volume of ICG injected and FIGO 2009 stage >IB. Increasing body mass index was associated with worse overall detection rates on univariate analysis (p=0.0006), and significantly decreased from 97% to 91% when the body mass index exceeded 30 kg/m2 (p=0.05). CONCLUSIONS: In patients with early-stage endometrial cancer, a volume of 2 mL ICG does not seem to compromise the bilateral detection of sentinel lymph nodes. In women with obesity and FIGO 2009 stage >IB, a 4 mL injection should be preferred.


Subject(s)
Coloring Agents , Endometrial Neoplasms , Indocyanine Green , Neoplasm Staging , Sentinel Lymph Node Biopsy , Sentinel Lymph Node , Humans , Female , Indocyanine Green/administration & dosage , Endometrial Neoplasms/pathology , Endometrial Neoplasms/surgery , Middle Aged , Sentinel Lymph Node/pathology , Sentinel Lymph Node/diagnostic imaging , Aged , Coloring Agents/administration & dosage , Sentinel Lymph Node Biopsy/methods , Adult , Aged, 80 and over , Lymphatic Metastasis
3.
Oncotarget ; 12(24): 2404-2417, 2021 Nov 23.
Article in English | MEDLINE | ID: mdl-34853661

ABSTRACT

Stage III/IV epithelial ovarian cancer (EOC) is a systemic disease. The clonal relationship among different tumor lesions at diagnosis (spatial heterogeneity) and how tumor clonal architecture evolves over time (temporal heterogeneity) have not yet been defined. Such knowledge would help to develop new target-based strategies, as biomarkers which can adjudge the success of therapeutic intervention should be independent of spatial and temporal heterogeneity. The work described in this paper addresses spatial and temporal heterogeneity in a cohort of 71 tumor biopsies using targeted NGS technology. These samples were taken from twelve high grade serous (HGS) and seven non HSG-EOC, both at the time of primary surgery when the tumor was naïve to chemotherapy and after chemotherapy. Matched tumor lesions growing in the ovary or at other anatomical sites show very different mutational landscapes with branched tumor evolution. Mutations in ATM, ATR,TGFB3,VCAM1 and COL3A1 genes were shared across all lesions. BRCA1 and BRCA2 genes were frequently mutated in synchronous lesions of non HGS-EOC. Relapsed disease seems to originate from resistant clones originally present at the time of primary surgery rather than from resistance acquired de novo during platinum based therapy. Overall the work suggests that EOC continues to evolve. More detailed mapping of genetic lesions is necessary to improve therapeutic strategies.

4.
Article in English | MEDLINE | ID: mdl-34831768

ABSTRACT

BACKGROUND: During the Covid-19 pandemic, nurses experienced increased pressure. Consequently, ethical concerns and psychological distress emerged. This study aimed to assess nurses' ethical conflict, resilience and psychological impact, and compare these variables between nurses who worked in Covid-19 wards and nurses who did not. METHODS: Design-Multicentre online survey. Setting-Multi-site public hospital; all nursing staff were invited to participate. The survey included validated tools and a novel instrument to assess ethical conflict. Spearman's rho coefficient was used to assess correlations between ethical conflict and psychological distress, logistic regressions to evaluate relationships between nurses' characteristics and outcome variables, and the Mann-Whitney/t-test to compare groups. RESULTS: 548 questionnaires out of 2039 were returned (275 = Covid-19; 273 = non-Covid-19). We found a low-moderate level of ethical conflict (median = 111.5 [76-152]), which emerged mostly for seeing patients dying alone. A moderate and significant positive correlation emerged between ethical conflict and psychological distress rs (546) = 0.453, p < 0.001. Nurses working in Covid-19-ICUs (OR = 7.18; 95%CI = 3.96-13.01; p < 0.001) and Covid-19 wards (OR = 5.85; 95%CI = 3.56-9.6; p < 0.001) showed higher ethical conflict. Resilience was a protective factor for ethical conflict. CONCLUSIONS: Ethical conflict was significantly linked to psychological distress, while a higher level of resilience was found to be a protective factor. These results can be informative for nursing management in future similar crises.


Subject(s)
COVID-19 , Nurses , Cross-Sectional Studies , Hospitals, Public , Humans , Pandemics , SARS-CoV-2 , Surveys and Questionnaires , Switzerland
5.
Minerva Anestesiol ; 87(12): 1330-1337, 2021 12.
Article in English | MEDLINE | ID: mdl-34633166

ABSTRACT

BACKGROUND: The majority of prevalence studies on deep vein thrombosis (DVT) in severe COVID-19 patients are retrospective with DVT assessment based on clinical suspicion. Our aim was to prospectively and systematically estimate the occurrence of DVT in critically-ill mechanically-ventilated patients, and to identify potential risk factors for DVT occurrence and mortality. METHODS: All patients with COVID-19 admitted to our 45 beds in the Intensive Care Unit (ICU) between March 6, 2020, and April 18, 2020, requiring invasive ventilatory support were daily screened for DVT with lower extremities and jugular veins ultrasonography. Univariate and multivariable logistic regression models were performed in order to identify predictors of DVT and mortality. RESULTS: Seventy-six patients were included in the final analysis (56 men, mean age 67 years, median SOFA=7 points, median SAPS II=41 points, median PaO2/Fi02=10.8 kPa). The period prevalence of DVT was 40.8%. Thirty-one DVTs were diagnosed. Twenty-five DVTs (80.6% of total DVTs) were catheter-related, mainly in the jugular veins. Twenty-six DVTs (83.9%) occurred in patients receiving enhanced antithrombotic prophylaxis. No independent variable was predictive of DVT occurrence. Twenty-eight patients (36.8%) died during the ICU stay. Age and SOFA score were independently associated with mortality. CONCLUSIONS: A high number of critically-ill mechanically-ventilated COVID-19 patients developed a DVT. The majority of DVTs were catheter-related and occurred under intensive prophylactic anticoagulation. Routine ultrasound of the jugular veins should be suggested in this patient population, and in particular in presence of a central venous catheter.


Subject(s)
COVID-19 , Venous Thrombosis , Aged , Critical Illness , Humans , Male , Prevalence , Retrospective Studies , Risk Factors , SARS-CoV-2 , Venous Thrombosis/epidemiology , Venous Thrombosis/etiology
6.
J Cancer Res Clin Oncol ; 146(12): 3199-3205, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32815026

ABSTRACT

PURPOSE: Surgical staging in endometrial cancer has evolved and sentinel lymph node (SLN) mapping has replaced a full pelvic and paraaortic lymphadenectomy in several cases. An intraoperative evaluation of SLN might identify patients who could benefit the most from a full lymphadenectomy. The aim of this study is to evaluate the clinical relevance of frozen section of SLN. METHODS: A retrospective analysis in patients with endometrial cancer who underwent SLN mapping with intraoperative evaluation at frozen section between February 2016 and September 2019 was performed. In case of metastatic involvement, a full lymphadenectomy was performed. RESULTS: Fifty-eight patients met the inclusion criteria. Clinical-pathologic characteristics of the patients and surgical data were analyzed. Overall, bilateral and unilateral detection rates were 100% (58/58), 89.7% (52/58), and 10.3% (6/58), respectively. Eight patients had a stage IIIC disease at permanent section. Frozen section detected SLN metastases in four of eight patients. Of these, two were micrometastases and two were macrometastases. At frozen section of the SLNs, no macrometastases were misdiagnosed. Sensitivity, specificity, accuracy, positive predictive value and negative predictive value of frozen section in detecting metastases was 50%, 100%, 93%, 100% and 92.6%, respectively. CONCLUSION: The intraoperative evaluation of SLN in endometrial cancer accurately identifies patients with macrometastases. This is the cohort that might benefit the most of a full lymphadenectomy for a higher risk of additional lymph node metastases.


Subject(s)
Endometrial Neoplasms/surgery , Lymph Nodes/surgery , Monitoring, Intraoperative , Sentinel Lymph Node/surgery , Adult , Aged , Aged, 80 and over , Endometrial Neoplasms/pathology , Female , Frozen Sections , Humans , Lymph Node Excision/methods , Lymph Nodes/pathology , Lymphatic Metastasis , Middle Aged , Neoplasm Micrometastasis/pathology , Neoplasm Staging , Retrospective Studies , Sentinel Lymph Node/pathology , Sentinel Lymph Node Biopsy
7.
Breast Care (Basel) ; 15(1): 30-37, 2020 Feb.
Article in English | MEDLINE | ID: mdl-32231495

ABSTRACT

BACKGROUND: Different studies suggest that fulvestrant 500 mg every 28 days (HD-FUL) could be an active treatment in HR+ advanced breast cancer (ABC) patients even treated with aromatase inhibitors in the adjuvant setting. The aim of this analysis is to describe the outcome of ABC patients treated with HD-FUL as first-line treatment in terms of median duration of treatment and the overall response rate in a real-world setting. METHODS: For the purpose of the present analysis, we considered two data sets of HR+ ABC patients collected in Italy between 2012 and 2015 (EVA and GIM-13 AMBRA studies). RESULTS: Eighty-one and 91 patients have been identified from the two data sets. The median age was 63 years (range 35-82) for the EVA and 57.8 years (range 35.0-82.3) for the AMBRA patients. ORRs were 23.5 and 24.3% in the whole population, 26.9% in the patients with bone only, and 21.8 and 21.4% in those with visceral metastases. The median duration of HD-FUL was 11.6 months (range 1-48) and 12.4 months (range 2.9-70.0) in the two data sets, respectively. CONCLUSION: These data suggest that HD-FUL should still continue to play a significant role as first-line therapy in HR+ ABC patients.

8.
Int J Clin Pract ; 74(3): e13448, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31750587

ABSTRACT

BACKGROUND: The epidemic phenomenon leading to a progressive increase in benzodiazepine prescriptions represents a challenge for healthcare systems. In the hospital setting, indicators of prescription variation and potential of overuse are lacking and are rarely monitored. Inter-hospital monitoring/benchmarking, via peer-pressure, can foster the motivation to change. The aim of this investigation was to analyse whether, the reduction in new benzodiazepine prescriptions obtained thanks to a Choosing Wisely campaign, also contributed to reducing inter-hospital variation. METHODS: Secondary analysis of a multicentre longitudinal intervention in a network of five teaching hospitals in Switzerland. We set out to explore the effect, on inter-hospital benzodiazepine prescription variation, of a continuous monitoring/benchmarking strategy, which was proven effective in reducing the intra-hospital prescription rate. The variance was used to assess inter-hospital variation. To investigate the impact of the intervention a segmented regression analysis of interrupted time series was performed. RESULTS: A total of 36 299 admissions over 42 months were analysed (1 July 2014 to 31 December 2017). Before the intervention a significant constant upward trend in inter-hospital variability was found (+0.901; SE 0.441; P < .05). After the intervention, the variance trend line significantly changed, decreasing by -0.257 (SE 0.005: P < .001) and producing by December 2017, a 27% absolute reduction. CONCLUSIONS: Thanks to a multimodal approach based on monitoring-benchmarking, a significant reduction in inter-hospital benzodiazepine prescription variation was obtained. Aligning to peer strategy is a spontaneous consequence of open benchmarking that can be used to convert a variation-based suspicion of overuse, into an occasion to actively review prescription habits.


Subject(s)
Benchmarking/organization & administration , Benzodiazepines/therapeutic use , Drug Prescriptions/statistics & numerical data , Hypnotics and Sedatives/therapeutic use , Inappropriate Prescribing/prevention & control , Hospitals, Public/organization & administration , Humans , Interprofessional Relations , Interrupted Time Series Analysis , Longitudinal Studies , Switzerland
9.
Int J Clin Pract ; : e13286, 2018 Oct 19.
Article in English | MEDLINE | ID: mdl-30339303

ABSTRACT

BACKGROUND: Reducing unnecessary laboratory blood testing in the hospital setting represents a challenge to improve the adequacy of healthcare and a tricky task for teaching hospitals. Our hospital network actively participates in the Choosing Wisely Campaign and is engaged in avoiding unnecessary low value interventions and investigations. We aimed to study whether a multi-level approach combining educational and web-system based interventions, could be effective in reducing laboratory testing and related costs. METHODS: Multicenter, proof of concept, prospective, observational, before and after study, in a network of public hospitals in Switzerland. All patients admitted between 1 January 2015 and 31 December 2017 were analyzed. A multi-level strategy based on online continuous monitor benchmarking and educational support was applied in the internal medicine services. The primary outcome was a significant reduction in the number of laboratory tests per patient and per day during the hospital stay. Secondary outcomes were reduction in the blood sample volume taken per patient and per day in laboratory costs. RESULTS: Over the 36 months of the study, 33 309 admissions were analyzed. A significant reduction of laboratory tests per patient and per day of hospitalisation was found:-11%, P-value<0.001; -6%, P-value <0.001. The mean monthly blood volume, per patient and per day of hospital stay and laboratory costs per patient was also significantly reduced: -7%, P-value<0.05; -3%, P-value<0.01, and -17%, P-value<0.01, respectively. CONCLUSIONS: The obtained reduction in the number of laboratory tests, blood volume withdrawn and related costs, support the idea that an open web-based system, involving all health care providers, coupled with educational interventions, can be helpful in generating awareness of prescriber habits and to catalyze changes in their behaviour. The peer pressure related to the unmasked benchmarking process did probably play a determinant role.

11.
Oncotarget ; 9(61): 31877-31887, 2018 08 07.
Article in English | MEDLINE | ID: mdl-30159129

ABSTRACT

BACKGROUND: The present analysis focuses on real-world data of Everolimus-Exemestane in advanced HR+ve, HER2-ve elderly breast cancer patients (aged 65 years) included in the EVA study, with unique findings in those aged 70 years. METHODS: Data are collected from clinical records and analysed according to age cut-off (< 65 years; 65 - 69 years and {greater than or equal to} 70 years). Relationship of analyzed variables with response were tested by mean of a Mantel-Haenszel chi square test. Time to event analysis was described by Kaplan Meier approach and association with baseline characteristics was analysed by stratified log-rank test and proportional hazard model. RESULTS: From July 2013 to December 2015, the EVA study enrolled overall 404 pts. 154 patients out of 404 (38,1%) were aged {greater than or equal to} 65 years, of whom 87 were {greater than or equal to} 70 years. Median duration of EVE treatment was 28.5 weeks (95% CI 19.0 - 33.8) in patients aged 65-69 years and 24,4 weeks (95% CI 19,2 - 33,2) in those aged {greater than or equal to} 70 years. Fewer patients aged 65 years received the highest EVE Dose-Intensity (>7.5 mg/day) in comparison to younger patients (49,6% vs. 66,8%). Grade 3-4 toxicities occurred to 55 patients (35,7%), mainly stomatitis (10,9%), rash (5,8%) and non-infectious pneumonitis (NIP) (3,6%). Some toxicities, such as weight loss and anaemia were peculiarly observed in patients aged {greater than or equal to} 70 years. Five treatment-related deaths were collected (3,2%). CONCLUSIONS: EVE-EXE combination remains one of the potential treatments in HR+ patients also for elderly ones.

12.
Postgrad Med ; 130(7): 627-636, 2018 Sep.
Article in English | MEDLINE | ID: mdl-30044682

ABSTRACT

OBJECTIVES: Reducing the inappropriate benzodiazepine (BZD) prescriptions represents a challenge for health care systems worldwide. The 'Choosing Wisely' campaign recommends against the use of BZD in the elderly as the first choice for insomnia, agitation, or delirium. We aimed to determine whether a transparent monitoring-benchmarking together with educational interventions, on top of the internal publication of a targeted recommendation, could be effective in curbing BZD prescriptions. METHODS: Multicenter before and after study in a network of five southern-Switzerland teaching hospitals. An intervention based on a transparent continuous monitoring-benchmarking system, called 'Reporting Wisely', able to collect, analyze, and report data on BZD prescriptions and educational interventions focused on themed meetings, audit, and feedback, was implemented. The intervention was limited to the Internal Medicine. The impact of the intervention on new BZD prescriptions and de-prescribing at hospital discharge, was assessed using segmented regression analyses of interrupted time-series and comparing Internal Medicine to Surgery. RESULTS: Between July 1st2014, and June 30th2017, data of 45,597 hospital admissions, from Internal Medicine and Surgery departments were analyzed. Before the intervention (July 1st2014 to December 31st2015), the mean monthly new BZD prescription rate was 7.2%; value dropping to 5.5% (24% relative reduction; p < 0.001) in the intervention phase (January 1st2016 to June 30th2017). At the end of the intervention a 15% relative increase of BZD de-prescribing was also found (p < 0.01). The use of atypical antipsychotic (AAP) and other potentially harmful sedative drugs did not increase. In the surgery department, exposed to the recommendation but not to the intervention, a constant upward trend with a slope of 0.129 new prescriptions per 100 admissions per month (95% CI 0.08-0.17; p < 0.001) was seen. CONCLUSIONS: The implementation of a dual intervention based on transparent monitoring-benchmarking and multidisciplinary education has proved useful in curbing new BZD prescriptions and in promoting BZD de-prescribing in the hospital setting.


Subject(s)
Benchmarking/methods , Benzodiazepines/adverse effects , Counseling/methods , Motivational Interviewing/methods , Prescription Drug Monitoring Programs/organization & administration , Aged , Benzodiazepines/therapeutic use , Cognitive Behavioral Therapy/methods , Humans , Male , Practice Patterns, Physicians' , Switzerland
14.
BMJ Open ; 7(12): e018647, 2017 Dec 14.
Article in English | MEDLINE | ID: mdl-29247106

ABSTRACT

OBJECTIVES: We examined major issues associated with sharing of individual clinical trial data and developed a consensus document on providing access to individual participant data from clinical trials, using a broad interdisciplinary approach. DESIGN AND METHODS: This was a consensus-building process among the members of a multistakeholder task force, involving a wide range of experts (researchers, patient representatives, methodologists, information technology experts, and representatives from funders, infrastructures and standards development organisations). An independent facilitator supported the process using the nominal group technique. The consensus was reached in a series of three workshops held over 1 year, supported by exchange of documents and teleconferences within focused subgroups when needed. This work was set within the Horizon 2020-funded project CORBEL (Coordinated Research Infrastructures Building Enduring Life-science Services) and coordinated by the European Clinical Research Infrastructure Network. Thus, the focus was on non-commercial trials and the perspective mainly European. OUTCOME: We developed principles and practical recommendations on how to share data from clinical trials. RESULTS: The task force reached consensus on 10 principles and 50 recommendations, representing the fundamental requirements of any framework used for the sharing of clinical trials data. The document covers the following main areas: making data sharing a reality (eg, cultural change, academic incentives, funding), consent for data sharing, protection of trial participants (eg, de-identification), data standards, rights, types and management of access (eg, data request and access models), data management and repositories, discoverability, and metadata. CONCLUSIONS: The adoption of the recommendations in this document would help to promote and support data sharing and reuse among researchers, adequately inform trial participants and protect their rights, and provide effective and efficient systems for preparing, storing and accessing data. The recommendations now need to be implemented and tested in practice. Further work needs to be done to integrate these proposals with those from other geographical areas and other academic domains.


Subject(s)
Biomedical Research/standards , Clinical Trials as Topic , Consensus , Information Dissemination/methods , Advisory Committees , Humans
15.
Rev Med Suisse ; 11(491): 1973-7, 2015 Oct 21.
Article in German | MEDLINE | ID: mdl-26672266

ABSTRACT

"Choosing Wisely" is an innovative approach that the Network of Southern Switzerland Public Hospitals has decided to promote. Five standard diagnostic or therapeutic procedures have been chosen to explore the potential benefit of the "Choosing Wisely" initiative: the prescription of benzodiazepines, proton pump inhibitors or antibiotics on discharge from hospital, exposure to ionising radiation in radiological imaging and the number of blood samples taken during hospitalisation. As a first step we compared these variables in the medical and surgical departments of the four major public hospitals in Ticino. We observed significant and unexpected practical differences between specialties and between the different institutions. These results were presented to all concerned healthcare stakeholders. The next steps are to develop continuous monitoring of these indicators and specific recommendations by involving patients in the consciousness-raising process.


Subject(s)
Hospitalization , Hospitals, Public/standards , Quality Indicators, Health Care , Anti-Bacterial Agents/therapeutic use , Benzodiazepines/therapeutic use , Humans , Proton Pump Inhibitors/therapeutic use , Switzerland
16.
Trials ; 16: 318, 2015 Jul 29.
Article in English | MEDLINE | ID: mdl-26220186

ABSTRACT

Growing use of cloud computing in clinical trials prompted the European Clinical Research Infrastructures Network, a European non-profit organisation established to support multinational clinical research, to organise a one-day workshop on the topic to clarify potential benefits and risks. The issues that arose in that workshop are summarised and include the following: the nature of cloud computing and the cloud computing industry; the risks in using cloud computing services now; the lack of explicit guidance on this subject, both generally and with reference to clinical trials; and some possible ways of reducing risks. There was particular interest in developing and using a European 'community cloud' specifically for academic clinical trial data. It was recognised that the day-long workshop was only the start of an ongoing process. Future discussion needs to include clarification of trial-specific regulatory requirements for cloud computing and involve representatives from the relevant regulatory bodies.


Subject(s)
Clinical Trials as Topic/methods , Cloud Computing , Research Design , Clinical Trials as Topic/standards , Cloud Computing/standards , Computer Security , Guidelines as Topic , Humans , Research Design/standards , Risk Assessment
17.
Clin Cancer Res ; 19(15): 4114-23, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23766361

ABSTRACT

PURPOSE: Epithelial ovarian cancer (EOC) is one of the most lethal gynecologic diseases, with survival rate virtually unchanged for the past 30 years. EOC comprises different histotypes with molecular and clinical heterogeneity, but up till now the present gold standard platinum-based treatment has been conducted without any patient stratification. The aim of the present study is to generate microRNA (miRNA) profiles characteristic of each stage I EOC histotype, to identify subtype-specific biomarkers to improve our understanding underlying the tumor mechanisms. EXPERIMENTAL DESIGN: A collection of 257 snap-frozen stage I EOC tumor biopsies was gathered together from three tumor tissue collections and stratified into independent training (n = 183) and validation sets (n = 74). Microarray and quantitative real-time PCR (qRT-PCR) were used to generate and validate the histotype-specific markers. A novel dedicated resampling inferential strategy was developed and applied to identify the highest reproducible results. mRNA and miRNA profiles were integrated to identify novel regulatory circuits. RESULTS: Robust miRNA markers for clear cell and mucinous histotypes were found. Specifically, the clear cell histotype is characterized by a five-fold (log scale) higher expression of miR-30a and miR-30a*, whereas mucinous histotype has five-fold (log scale) higher levels of miR-192/194. Furthermore, a mucinous-specific regulatory loop involving miR-192/194 cluster and a differential regulation of E2F3 in clear cell histotype were identified. CONCLUSIONS: Our findings showed that stage I EOC histotypes have their own characteristic miRNA expression and specific regulatory circuits.


Subject(s)
Biomarkers, Tumor/genetics , MicroRNAs/genetics , Microarray Analysis , Neoplasms, Glandular and Epithelial/genetics , Ovarian Neoplasms/genetics , Carcinoma, Ovarian Epithelial , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Neoplasm Staging , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/pathology , Prognosis
18.
Eur J Cancer ; 49(2): 520-30, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22897840

ABSTRACT

BACKGROUND: The present study is aimed to identify genetic pathways correlated with chemoresistance in epithelial ovarian cancer (EOC). METHODS: We compared the molecular profiles of 23 tumour biopsies of stage III-IV (training set) at primary surgery, before chemotherapy, to the profile from the same patients at second surgery, after several lines of platinum (Pt)-based chemotherapy when the tumours were resistant. In the hypothesis that identified markers were related to Pt-resistance and to prognosis, we validated this signature in 52 EOC taken at primary surgery (validation set) selected to be either very sensitive to the first line therapy, i.e. not relapsing before one year from the end of therapy, or resistant, i.e. relapsing within 6 months from the end of therapy. RESULTS: In the training set, we identified a resistance signature indicative of the activation of epithelial to mesenchymal transition (EMT) by transforming growth factor (TGF)-beta pathway. We then validated this signature in 52 EOC taken at primary surgery (validation set). Some genes involved in EMT, such as BMP and activin membrane-bound inhibitor (BAMBI), and mir-141 resulted in association with overall or progression free survival. CONCLUSION: Some genes involved in EMT were associated to overall or progression free survival, suggesting EMT as vital to the resistance mechanisms.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Epithelial-Mesenchymal Transition/genetics , Neoplasms, Glandular and Epithelial/drug therapy , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/pathology , Adult , Aged , Biopsy , Carcinoma, Ovarian Epithelial , Disease-Free Survival , Drug Resistance, Neoplasm , Female , Humans , Middle Aged , Neoplasm Staging , Neoplasms, Glandular and Epithelial/genetics , Organoplatinum Compounds/administration & dosage , Ovarian Neoplasms/genetics , Signal Transduction , Treatment Outcome
19.
Clin Cancer Res ; 18(16): 4313-24, 2012 Aug 15.
Article in English | MEDLINE | ID: mdl-22733541

ABSTRACT

PURPOSE: Epithelial ovarian tumors (EOT) are among the most lethal of malignancies in women. We have previously identified ZIC2 as expressed at a higher level in samples of a malignant form (MAL) of EOT than in samples of a form with low malignant potential (LMP). We have now investigated the role of ZIC2 in driving tumor growth and its association with clinical outcomes. EXPERIMENTAL DESIGN: ZIC2 expression levels were analyzed in two independent tumor tissue collections of LMP and MAL. In vitro experiments aimed to test the role of ZIC2 as a transforming gene. Cox models were used to correlate ZIC2 expression with clinical endpoints. RESULTS: ZIC2 expression was about 40-fold in terms of mRNA and about 17-fold in terms of protein in MAL (n = 193) versus LMP (n = 39) tumors. ZIC2 mRNA levels were high in MAL cell lines but undetectable in LMP cell lines. Overexpression of ZIC2 was localized to the nucleus. ZIC2 overexpression increases the growth rate and foci formation of NIH3T3 cells and stimulates anchorage-independent colony formation; downregulation of ZIC2 decreases the growth rate of MAL cell lines. Zinc finger domains 1 and 2 are required for transforming activity. In stage I MAL, ZIC2 expression was significantly associated with overall survival in both univariate (P = 0.046) and multivariate model (P = 0.049). CONCLUSIONS: ZIC2, a transcription factor related to the sonic hedgehog pathway, is a strong discriminant between MAL and LMP tumors: it may be a major determinant of outcome of EOTs.


Subject(s)
Gene Expression , Neoplasms, Glandular and Epithelial/genetics , Nuclear Proteins/genetics , Ovarian Neoplasms/genetics , Transcription Factors/genetics , Animals , Carcinoma, Ovarian Epithelial , Cell Line, Tumor , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Female , Humans , Mice , NIH 3T3 Cells , Neoplasms, Glandular and Epithelial/metabolism , Neoplasms, Glandular and Epithelial/mortality , Nuclear Proteins/metabolism , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/mortality , Transcription Factors/metabolism
20.
Lancet Oncol ; 12(3): 273-85, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21345725

ABSTRACT

BACKGROUND: International Federation of Gynecology and Obstetrics stage I epithelial ovarian cancer (EOC) has a significantly better prognosis than stage III/IV EOC, with about 80% of patients surviving at 5 years (compared with about 20% of those with stage III/IV EOC). However, 20% of patients with stage I EOC relapse within 5 years. It is therefore crucial that the biological properties of stage I EOCs are further elucidated. MicroRNAs (miRNAs) have shown diagnostic and prognostic potential in stage III and IV EOCs, but the small number of patients diagnosed with stage I EOC has so far prevented an investigation of its molecular features. We profiled miRNA expression in stage I EOC tumours to assess whether there is a miRNA signature associated with overall and progression-free survival (PFS) in stage I EOC. METHODS: We analysed tumour samples from 144 patients (29 of whom relapsed) with stage I EOC gathered from two independent tumour tissue collections (A and B), both with a median follow-up of 9 years. 89 samples from tumour tissue collection A were stratified into a training set (51 samples, 15 of which were from patients who relapsed) for miRNA signature generation, and into a validation set (38 samples, seven of which were from patients who relapsed) for signature validation. Tumour tissue collection B (55 samples, seven of which were from patients who relapsed) was used as an independent test set. The Cox proportional hazards model and the log-rank test were used to assess the correlation of quantitative reverse transcription PCR (qRT-PCR)-validated miRNAs with overall survival and PFS. FINDINGS: A signature of 34 miRNAs associated with survival was generated by microarray analysis in the training set. In both the training set and validation set, qRT-PCR analysis confirmed that 11 miRNAs (miR-214, miR-199a-3p, miR-199a-5p, miR-145, miR-200b, miR-30a, miR-30a*, miR-30d, miR-200c, miR-20a, and miR-143) were expressed differently in relapsers compared with non-relapsers. Three of these miRNAs (miR-200c, miR-199a-3p, miR-199a-5p) were associated with PFS, overall survival, or both in multivariate analysis. qRT-PCR analysis in the test set confirmed the downregulation of miR-200c in relapsers compared with non-relapsers, but not the upregulation of miR-199a-3p and miR-199a-5p. Multivariate analysis confirmed that downregulation of miR-200c in the test set was associated with overall survival (HR 0·094, 95% CI 0·012-0·766, p=0·0272) and PFS (0·035, 0·004-0·311; p=0·0026), independent of clinical covariates. INTERPRETATION: miR-200c has potential as a predictor of survival, and is a biomarker of relapse, in stage I EOC. FUNDING: Nerina and Mario Mattioli Foundation, Cariplo Foundation (Grant Number 2010-0744), and the Italian Association for Cancer Research.


Subject(s)
Biomarkers, Tumor , MicroRNAs , Neoplasms, Glandular and Epithelial , Ovarian Neoplasms , Adult , Aged , Aged, 80 and over , Carcinoma, Ovarian Epithelial , Female , Gene Expression Profiling , Humans , Middle Aged , Neoplasms, Glandular and Epithelial/genetics , Neoplasms, Glandular and Epithelial/mortality , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/genetics , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Prognosis , Retrospective Studies
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