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PURPOSE: Metadata for data dIscoverability aNd study rEplicability in obseRVAtional studies (MINERVA), a European Medicines Agency-funded project (EUPAS39322), defined a set of metadata to describe real-world data sources (RWDSs) and piloted metadata collection in a prototype catalogue to assist investigators from data source discoverability through study conduct. METHODS: A list of metadata was created from a review of existing metadata catalogues and recommendations, structured interviews, a stakeholder survey, and a technical workshop. The prototype was designed to comply with the FAIR principles (findable, accessible, interoperable, reusable), using MOLGENIS software. Metadata collection was piloted by 15 data access partners (DAPs) from across Europe. RESULTS: A total of 442 metadata variables were defined in six domains: institutions (organizations connected to a data source); data banks (data collections sustained by an organization); data sources (collections of linkable data banks covering a common underlying population); studies; networks (of institutions); and common data models (CDMs). A total of 26 institutions were recorded in the prototype. Each DAP populated the metadata of one data source and its selected data banks. The number of data banks varied by data source; the most common data banks were hospital administrative records and pharmacy dispensation records (10 data sources each). Quantitative metadata were successfully extracted from three data sources conforming to different CDMs and entered into the prototype. CONCLUSIONS: A metadata list was finalized, a prototype was successfully populated, and a good practice guide was developed. Setting up and maintaining a metadata catalogue on RWDSs will require substantial effort to support discoverability of data sources and reproducibility of studies in Europe.
Assuntos
Metadados , Estudos Observacionais como Assunto , Europa (Continente) , Humanos , Projetos Piloto , Reprodutibilidade dos Testes , Estudos Observacionais como Assunto/métodos , Coleta de Dados/métodos , Coleta de Dados/normas , Bases de Dados Factuais/estatística & dados numéricos , Software , Farmacoepidemiologia/métodosRESUMO
While its etiology is not fully elucidated, preterm birth represents a major public health concern as it is the leading cause of child mortality and morbidity. Stress is one of the most common perinatal conditions and may increase the risk of preterm birth. In this paper we aimed to investigate the association of maternal perceived stress and anxiety with length of gestation. We used harmonized data from five birth cohorts from Canada, France, and Norway. A total of 5297 pregnancies of singletons were included in the analysis of perceived stress and gestational duration, and 55,775 pregnancies for anxiety. Federated analyses were performed through the DataSHIELD platform using Cox regression models within intervals of gestational age. The models were fit for each cohort separately, and the cohort-specific results were combined using random effects study-level meta-analysis. Moderate and high levels of perceived stress during pregnancy were associated with a shorter length of gestation in the very/moderately preterm interval [moderate: hazard ratio (HR) 1.92 (95%CI 0.83, 4.48); high: 2.04 (95%CI 0.77, 5.37)], albeit not statistically significant. No association was found for the other intervals. Anxiety was associated with gestational duration in the very/moderately preterm interval [1.66 (95%CI 1.32, 2.08)], and in the early term interval [1.15 (95%CI 1.08, 1.23)]. Our findings suggest that perceived stress and anxiety are associated with an increased risk of earlier birth, but only in the earliest gestational ages. We also found an association in the early term period for anxiety, but the result was only driven by the largest cohort, which collected information the latest in pregnancy. This raised a potential issue of reverse causality as anxiety later in pregnancy could be due to concerns about early signs of a possible preterm birth.
Assuntos
Ansiedade , Idade Gestacional , Nascimento Prematuro , Estresse Psicológico , Humanos , Feminino , Gravidez , Estresse Psicológico/epidemiologia , Ansiedade/epidemiologia , Canadá/epidemiologia , Adulto , Nascimento Prematuro/epidemiologia , Nascimento Prematuro/psicologia , Coorte de Nascimento , Complicações na Gravidez/epidemiologia , Complicações na Gravidez/psicologia , Estudos de Coortes , Fatores de Risco , Recém-Nascido , Modelos de Riscos Proporcionais , Noruega/epidemiologiaRESUMO
BACKGROUND: In humans, two ubiquitously expressed N-myristoyltransferases, NMT1 and NMT2, catalyze myristate transfer to proteins to facilitate membrane targeting and signaling. We investigated the expression of NMTs in numerous cancers and found that NMT2 levels are dysregulated by epigenetic suppression, particularly so in hematologic malignancies. This suggests that pharmacological inhibition of the remaining NMT1 could allow for the selective killing of these cells, sparing normal cells with both NMTs. METHODS AND RESULTS: Transcriptomic analysis of 1200 NMT inhibitor (NMTI)-treated cancer cell lines revealed that NMTI sensitivity relates not only to NMT2 loss or NMT1 dependency, but also correlates with a myristoylation inhibition sensitivity signature comprising 54 genes (MISS-54) enriched in hematologic cancers as well as testis, brain, lung, ovary, and colon cancers. Because non-myristoylated proteins are degraded by a glycine-specific N-degron, differential proteomics revealed the major impact of abrogating NMT1 genetically using CRISPR/Cas9 in cancer cells was surprisingly to reduce mitochondrial respiratory complex I proteins rather than cell signaling proteins, some of which were also reduced, albeit to a lesser extent. Cancer cell treatments with the first-in-class NMTI PCLX-001 (zelenirstat), which is undergoing human phase 1/2a trials in advanced lymphoma and solid tumors, recapitulated these effects. The most downregulated myristoylated mitochondrial protein was NDUFAF4, a complex I assembly factor. Knockout of NDUFAF4 or in vitro cell treatment with zelenirstat resulted in loss of complex I, oxidative phosphorylation and respiration, which impacted metabolomes. CONCLUSIONS: Targeting of both, oxidative phosphorylation and cell signaling partly explains the lethal effects of zelenirstat in select cancer types. While the prognostic value of the sensitivity score MISS-54 remains to be validated in patients, our findings continue to warrant the clinical development of zelenirstat as cancer treatment.
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Aciltransferases , Neoplasias , Fosforilação Oxidativa , Humanos , Neoplasias/metabolismo , Neoplasias/patologia , Neoplasias/genética , Linhagem Celular Tumoral , Fosforilação Oxidativa/efeitos dos fármacos , Aciltransferases/metabolismo , Ácido Mirístico/metabolismo , Proteômica , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Perfilação da Expressão Gênica , MultiômicaRESUMO
BACKGROUND: The value of lower gastrointestinal endoscopy (LGIE; colonoscopy or sigmoidoscopy) relates to its ability to detect clinically relevant findings, predominantly cancers, preneoplastic polyps or inflammatory bowel disease. There are concerns that many LGIEs are performed on low-risk patients with limited benefit. AIMS: To determine the diagnostic outcomes of LGIE for common symptoms. METHODS: We performed a cross-sectional study of diagnostic LGIE between March 2019 and February 2020 using the UK National Endoscopy Database. We used mixed-effects logistic regression models, incorporating random (endoscopist) and fixed (symptoms, patient age, and sex) effects upon two dependent variables (large polyp [≥10 mm] and cancer diagnosis). Adjusted positive predictive values (aPPVs) were calculated. RESULTS: We analysed 384,510 LGIEs; 33.2% were performed on patients aged under 50 and 53.6% on women. Regarding colonoscopies, the unadjusted PPV for cancer was 1.5% (95% CI: 1.4-1.5); higher for men than women (1.9% vs. 1.1%, p < 0.01). The PPV for large polyps was 3.2% (95% CI: 3.1-3.2). The highest colonoscopy cancer aPPVs were in the over 50s (1.9%) and in those with rectal bleeding (2.5%) or anaemia (2.1%). Cancer aPPVs for other symptoms were <1% despite representing 54.3% of activity. In patients under 50, aPPVs were 0.4% for cancer and 1.6% for large polyps. Results were similar for sigmoidoscopy. CONCLUSIONS: Most colonoscopies were performed on patients with low-risk symptoms, where cancer risk was similar to the general population. Cancer and large polyp yield was highest in elderly patients with rectal bleeding or anaemia, although still fell short of FIT-based screening yields.
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Colonoscopia , Bases de Dados Factuais , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Transversais , Reino Unido/epidemiologia , Colonoscopia/estatística & dados numéricos , Colonoscopia/métodos , Idoso , Adulto , Sigmoidoscopia/estatística & dados numéricos , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/epidemiologia , Pólipos do Colo/diagnóstico , Endoscopia Gastrointestinal/estatística & dados numéricos , Doenças Inflamatórias Intestinais/diagnóstico , Valor Preditivo dos TestesRESUMO
In this report, we analyse the use of virtual reality (VR) as a method to navigate and explore complex knowledge graphs. Over the past few decades, linked data technologies [Resource Description Framework (RDF) and Web Ontology Language (OWL)] have shown to be valuable to encode such graphs and many tools have emerged to interactively visualize RDF. However, as knowledge graphs get larger, most of these tools struggle with the limitations of 2D screens or 3D projections. Therefore, in this paper, we evaluate the use of VR to visually explore SPARQL Protocol and RDF Query Language (SPARQL) (construct) queries, including a series of tutorial videos that demonstrate the power of VR (see Graph2VR tutorial playlist: https://www.youtube.com/playlist?list=PLRQCsKSUyhNIdUzBNRTmE-_JmuiOEZbdH). We first review existing methods for Linked Data visualization and then report the creation of a prototype, Graph2VR. Finally, we report a first evaluation of the use of VR for exploring linked data graphs. Our results show that most participants enjoyed testing Graph2VR and found it to be a useful tool for graph exploration and data discovery. The usability study also provides valuable insights for potential future improvements to Linked Data visualization in VR.
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Web Semântica , Realidade Virtual , Humanos , Bases de Dados Factuais , IdiomaRESUMO
With the introduction of Next Generation Sequencing (NGS) techniques increasing numbers of disease-associated variants are being identified. This ongoing progress might lead to diagnoses in formerly undiagnosed patients and novel insights in already solved cases. Therefore, many studies suggest introducing systematic reanalysis of NGS data in routine diagnostics. Introduction will, however, also have ethical, economic, legal and (psycho)social (ELSI) implications that Genetic Health Professionals (GHPs) from laboratories should consider before possible implementation of systematic reanalysis. To get a first impression we performed a scoping literature review. Our findings show that for the vast majority of included articles ELSI aspects were not mentioned as such. However, often these issues were raised implicitly. In total, we identified nine ELSI aspects, such as (perceived) professional responsibilities, implications for consent and cost-effectiveness. The identified ELSI aspects brought forward necessary trade-offs for GHPs to consciously take into account when considering responsible implementation of systematic reanalysis of NGS data in routine diagnostics, balancing the various strains on their laboratories and personnel while creating optimal results for new and former patients. Some important aspects are not well explored yet. For example, our study shows GHPs see the values of systematic reanalysis but also experience barriers, often mentioned as being practical or financial only, but in fact also being ethical or psychosocial. Engagement of these GHPs in further research on ELSI aspects is important for sustainable implementation.
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Testes Genéticos , Humanos , Testes Genéticos/ética , Testes Genéticos/economia , Testes Genéticos/legislação & jurisprudência , Testes Genéticos/normas , Testes Genéticos/métodos , Sequenciamento de Nucleotídeos em Larga Escala/ética , Genômica/ética , Genômica/legislação & jurisprudência , Genômica/métodos , Laboratórios ClínicosRESUMO
Path dependence influences macroevolutionary predictability by constraining potential outcomes after critical evolutionary junctions. Although it has been demonstrated in laboratory experiments, path dependence is difficult to demonstrate in natural systems because of a lack of independent replicates. Here, we show that two types of distributed visual systems recently evolved twice within chitons, demonstrating rapid and path-dependent evolution of a complex trait. The type of visual system that a chiton lineage can evolve is constrained by the number of openings for sensory nerves in its shell plates. Lineages with more openings evolve visual systems with thousands of eyespots, whereas those with fewer openings evolve visual systems with hundreds of shell eyes. These macroevolutionary outcomes shaped by path dependence are both deterministic and stochastic because possibilities are restricted yet not entirely predictable.
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Evolução Biológica , Olho , Poliplacóforos , Olho/anatomia & histologia , Olho/crescimento & desenvolvimento , Filogenia , Poliplacóforos/anatomia & histologia , Poliplacóforos/classificação , Poliplacóforos/crescimento & desenvolvimento , AnimaisRESUMO
INTRODUCTION: The aim of this project was to document the long-term outcomes relating to sexual function, genital sensation, body image and quality of life, in an Australian cohort of adolescent and adult women with congenital adrenal hyperplasia (CAH) who have undergone feminising genitoplasty in infancy, childhood or adolescence. MATERIALS AND METHODS: Identification and follow-up of women with CAH aged 12-40 years who had their first feminising genitoplasty or ongoing management at a single tertiary referral center with multidisciplinary care (n = 80). Medical records were reviewed for Prader stage, and operative outcomes. The prospective component of the study included tracing indivudals aged 12-40 years (n = 69), of whom 34 were contactable. Twenty-one responded to the invitation to participate in the study, completing some or all of a series of validated standardized questionnaires and/or participation in examination of external genital with sensation testing. Results were compared to a control population of similar age distribution (n = 23). RESULTS: The median Prader stage was 3, median age at surgery was four months, median hospital stay of three days with 80 % of surgery undertaken by one surgeon. There was one major and eight minor complications. Re-operation rates were low. There was no difference between participants and controls in terms of sexual function, quality of life, or body image outcomes including genital appearance. Participants had increased sensitivity to soft touch on genital sensation testing compared to controls. Most participants (71 %) reported that early timing of surgery was 'good', four (19 %) felt their surgery was too late, one felt their surgery was too early, and one was unsure. Most were happy with the outcome of their surgery. DISCUSSION: Outcomes after feminising genitoplasty are mixed and influenced not only by the surgery itself, but also the ongoing management of the condition alongside each patient's own cultural and social context. At present there is no comparative data available on the sexual, mental, body image and quality of life outcomes of young females with CAH who have had their operation delayed until adulthood. Our study is limited by low participant response rate, and difficulty recruiting 1:1 control population for all participants, but nevertheless provides some insight into the outcomes of these patients for which limited data is available. CONCLUSION: In the population studied feminising genitoplasty in infancy and childhood had overall positive outcomes. This occurred in a tertiary center with expert multidisciplinary individualised care.
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Hiperplasia Suprarrenal Congênita , Imagem Corporal , Qualidade de Vida , Humanos , Hiperplasia Suprarrenal Congênita/cirurgia , Hiperplasia Suprarrenal Congênita/complicações , Feminino , Adolescente , Imagem Corporal/psicologia , Adulto , Criança , Adulto Jovem , Estudos Prospectivos , Genitália Feminina/cirurgia , Fatores de Tempo , Seguimentos , Complicações Pós-Operatórias/epidemiologia , Inquéritos e Questionários , Comportamento Sexual/fisiologia , Sensação/fisiologia , Resultado do TratamentoRESUMO
Gender- and sexuality-minoritised (GSM) adolescents are at increased risk of self-harm and suicidal behaviours compared to their cisgender and heterosexual peers. This increased risk is thought to be explained in part by exposure to stigma and societal oppression. Dialectical Behaviour Therapy (DBT) is an evidence-based intervention for self-harm and suicidal behaviour that may have advantages for supporting GSM young people in distress. No study has yet sought to understand what GSM-associated difficulties may be important to consider in DBT for adolescents, or the experiences of GSM young people in a standard DBT programme. Therefore, this study aimed to understand the experiences of GSM young people in DBT and what difficulties and dilemmas associated with their gender and sexuality diversity were thought by them to be important to target in DBT. Qualitative interviews were conducted with 14 GSM young people in a comprehensive DBT programme and were analysed using Reflexive Thematic Analysis. The analysis was supported by two further GSM young people who had finished DBT. The findings were split into three overarching themes (Identity, Impact of Others, and Space for Sexual and Gender Identity in DBT), each with themes within. The identity-based theme included "identity confusion and acceptance"; the relationship-based themes included "cis-Heterosexism" and "community connectedness"; and the space within DBT themes included "negotiating focus and targeting in DBT" and "creating safety in DBT". Findings are discussed in relation to implications and recommendations for therapists working with GSM young people within and outside of DBT.
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This is the first UK national guideline to concentrate on acute lower gastrointestinal bleeding (LGIB) and has been commissioned by the Clinical Services and Standards Committee of the British Society of Gastroenterology (BSG). The Guidelines Development Group consisted of representatives from the BSG Endoscopy Committee, the Association of Coloproctology of Great Britain and Ireland, the British Society of Interventional Radiology, the Royal College of Radiologists, NHS Blood and Transplant and a patient representative. A systematic search of the literature was undertaken and the quality of evidence and grading of recommendations appraised according to the GRADE(Grading of Recommendations Assessment, Development and Evaluation) methodology. These guidelines focus on the diagnosis and management of acute LGIB in adults, including methods of risk assessment and interventions to diagnose and treat bleeding (colonoscopy, computed tomography, mesenteric angiography, endoscopic therapy, embolisation and surgery). Recommendations are included on the management of patients who develop LGIB while receiving anticoagulants (including direct oral anticoagulants) or antiplatelet drugs. The appropriate use of blood transfusion is also discussed, including haemoglobin triggers and targets.
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Humanos , Hemorragia Gastrointestinal/diagnóstico , Hemorragia Gastrointestinal/enfermagem , Hemorragia Gastrointestinal/prevenção & controle , Endoscopia/instrumentação , Reino UnidoRESUMO
The present measures adopted to prevent transfusion-associated Chagas' disease include screening of blood donors, and/or the inactivation of T. cruzi in collected blood using gentian violet (GV), as a trypanocidal agent. In this study, we investigated the efficacy of the combined use of AMT and UV-A in inactivating T. cruzi in infected human platelet concentrates. Human platelet concentrates were infected with T. cruzi (2 x 10(8)/ml) of the Y strain, transfered to PL 269 (Fenwal Laboratories) containers, and treated with GV (250 micrograms/ml), and ascorbic acid (1 mg/ml); GV, ascorbic acid and UV-A; GV and UV-A; AMT (40 microG/ml) and ascorbic acid; AMT, ascorbic acid and UV-A; AMT and UV-A; UV-A alone; and untreated (control). All UV-A treated platelet concentrates were exposed to UV-A doses of 24, 92, 184, 276, 368 and 644 kJ/m2, and the microscopical research of active T. cruzi was performed, using the microhematocrit technique, 1, 6 and 24 hours after each treatment. A high number of active forms of T. cruzi was observed in all condictions, except when GV was used as the trypanocidal agent, providing evidence of the failure of AMT and UV-A in inactivating T. cruzi in infected human platelet concentrates.