8 research outputs found

    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

    Get PDF
    Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.Peer reviewe

    Mortality from gastrointestinal congenital anomalies at 264 hospitals in 74 low-income, middle-income, and high-income countries: a multicentre, international, prospective cohort study

    Get PDF
    Summary Background Congenital anomalies are the fifth leading cause of mortality in children younger than 5 years globally. Many gastrointestinal congenital anomalies are fatal without timely access to neonatal surgical care, but few studies have been done on these conditions in low-income and middle-income countries (LMICs). We compared outcomes of the seven most common gastrointestinal congenital anomalies in low-income, middle-income, and high-income countries globally, and identified factors associated with mortality. Methods We did a multicentre, international prospective cohort study of patients younger than 16 years, presenting to hospital for the first time with oesophageal atresia, congenital diaphragmatic hernia, intestinal atresia, gastroschisis, exomphalos, anorectal malformation, and Hirschsprung’s disease. Recruitment was of consecutive patients for a minimum of 1 month between October, 2018, and April, 2019. We collected data on patient demographics, clinical status, interventions, and outcomes using the REDCap platform. Patients were followed up for 30 days after primary intervention, or 30 days after admission if they did not receive an intervention. The primary outcome was all-cause, in-hospital mortality for all conditions combined and each condition individually, stratified by country income status. We did a complete case analysis. Findings We included 3849 patients with 3975 study conditions (560 with oesophageal atresia, 448 with congenital diaphragmatic hernia, 681 with intestinal atresia, 453 with gastroschisis, 325 with exomphalos, 991 with anorectal malformation, and 517 with Hirschsprung’s disease) from 264 hospitals (89 in high-income countries, 166 in middleincome countries, and nine in low-income countries) in 74 countries. Of the 3849 patients, 2231 (58·0%) were male. Median gestational age at birth was 38 weeks (IQR 36–39) and median bodyweight at presentation was 2·8 kg (2·3–3·3). Mortality among all patients was 37 (39·8%) of 93 in low-income countries, 583 (20·4%) of 2860 in middle-income countries, and 50 (5·6%) of 896 in high-income countries (p<0·0001 between all country income groups). Gastroschisis had the greatest difference in mortality between country income strata (nine [90·0%] of ten in lowincome countries, 97 [31·9%] of 304 in middle-income countries, and two [1·4%] of 139 in high-income countries; p≀0·0001 between all country income groups). Factors significantly associated with higher mortality for all patients combined included country income status (low-income vs high-income countries, risk ratio 2·78 [95% CI 1·88–4·11], p<0·0001; middle-income vs high-income countries, 2·11 [1·59–2·79], p<0·0001), sepsis at presentation (1·20 [1·04–1·40], p=0·016), higher American Society of Anesthesiologists (ASA) score at primary intervention (ASA 4–5 vs ASA 1–2, 1·82 [1·40–2·35], p<0·0001; ASA 3 vs ASA 1–2, 1·58, [1·30–1·92], p<0·0001]), surgical safety checklist not used (1·39 [1·02–1·90], p=0·035), and ventilation or parenteral nutrition unavailable when needed (ventilation 1·96, [1·41–2·71], p=0·0001; parenteral nutrition 1·35, [1·05–1·74], p=0·018). Administration of parenteral nutrition (0·61, [0·47–0·79], p=0·0002) and use of a peripherally inserted central catheter (0·65 [0·50–0·86], p=0·0024) or percutaneous central line (0·69 [0·48–1·00], p=0·049) were associated with lower mortality. Interpretation Unacceptable differences in mortality exist for gastrointestinal congenital anomalies between lowincome, middle-income, and high-income countries. Improving access to quality neonatal surgical care in LMICs will be vital to achieve Sustainable Development Goal 3.2 of ending preventable deaths in neonates and children younger than 5 years by 2030

    A Prospective Multicenter Comparison Study of Risk-adapted Ultrasound-directed and Magnetic Resonance Imaging–directed Diagnostic Pathways for Suspected Prostate Cancer in Biopsy-naïve Men

    Get PDF
    Background: European Association of Urology guidelines recommend a risk-adjusted biopsy strategy for early detection of prostate cancer in biopsy-naĂŻve men. It remains unclear which strategy is most effective. Therefore, we evaluated two risk assessment pathways commonly used in clinical practice. Objective: To compare the diagnostic performance of a risk-based ultrasound (US)-directed pathway (Rotterdam Prostate Cancer Risk Calculator [RPCRC] #3; US volume assessment) and a magnetic resonance imaging (MRI)-directed pathway. Design, setting, and participants: This was a prospective multicenter study (MR-PROPER) with 1:1 allocation among 21 centers (US arm in 11 centers, MRI arm in ten). Biopsy-naĂŻve men with suspicion of prostate cancer (age ≄50 yr, prostate-specific antigen 3.0–50 ng/ml, ± abnormal digital rectal examination) were included. Intervention: Biopsy-naĂŻve men with elevated risk of prostate cancer, determined using RPCRC#3 in the US arm and Prostate Imaging Reporting and Data System scores of 3–5 in the MRI arm, underwent systematic biopsies (US arm) or targeted biopsies (MRI arm). Outcome measurements and statistical analysis: The primary outcome was the proportion of men with grade group (GG) ≄2 cancer. Secondary outcomes were the proportions of biopsies avoided and GG 1 cancers detected. Categorical (nonparametric) data were assessed using the Mann-Whitney U test and χ2 tests. Results and limitations: A total of 1965 men were included in the intention-to-treat population (US arm n = 950, MRI arm n = 1015). The US and MRI pathways detected GG ≄2 cancers equally well (235/950, 25% vs 239/1015, 24%; difference 1.2%, 95% confidence interval [CI] −2.6% to 5.0%; p = 0.5). The US pathway detected more GG 1 cancers than the MRI pathway (121/950, 13% vs 84/1015, 8.3%; difference 4.5%, 95% CI 1.8–7.2%; p < 0.01). The US pathway avoided fewer biopsies than the MRI pathway (403/950, 42% vs 559/1015, 55%; difference −13%, 95% CI −17% to −8.3%; p < 0.01). Among men with elevated risk, more GG ≄2 cancers were detected in the MRI group than in the US group (52% vs 43%; difference 9.2%, 95% CI 3.0–15%; p < 0.01). Conclusions: Risk-adapted US-directed and MRI-directed pathways detected GG ≄2 cancers equally well. The risk-adapted US-directed pathway performs well for prostate cancer diagnosis if prostate MRI capacity and expertise are not available. If prostate MRI availability is sufficient, risk assessment should preferably be performed using MRI, as this avoids more biopsies and detects fewer cases of GG 1 cancer. Patient summary: Among men with suspected prostate cancer, relevant cancers were equally well detected by risk-based pathways using either ultrasound or magnetic resonance imaging (MRI) to guide biopsy of the prostate. If prostate MRI availability is sufficient, risk assessment should be performed with MRI to reduce unnecessary biopsies and detect fewer irrelevant cancers

    A Prospective Multicenter Comparison Study of Risk-adapted Ultrasound-directed and Magnetic Resonance Imaging-directed Diagnostic Pathways for Suspected Prostate Cancer in Biopsy-naĂŻve Men

    No full text
    BACKGROUND: European Association of Urology guidelines recommend a risk-adjusted biopsy strategy for early detection of prostate cancer in biopsy-naĂŻve men. It remains unclear which strategy is most effective. Therefore, we evaluated two risk assessment pathways commonly used in clinical practice. OBJECTIVE: To compare the diagnostic performance of a risk-based ultrasound (US)-directed pathway (Rotterdam Prostate Cancer Risk Calculator [RPCRC] #3; US volume assessment) and a magnetic resonance imaging (MRI)-directed pathway. DESIGN, SETTING, AND PARTICIPANTS: This was a prospective multicenter study (MR-PROPER) with 1:1 allocation among 21 centers (US arm in 11 centers, MRI arm in ten). Biopsy-naĂŻve men with suspicion of prostate cancer (age ≄50 yr, prostate-specific antigen 3.0-50 ng/ml, ± abnormal digital rectal examination) were included. INTERVENTION: Biopsy-naĂŻve men with elevated risk of prostate cancer, determined using RPCRC#3 in the US arm and Prostate Imaging Reporting and Data System scores of 3-5 in the MRI arm, underwent systematic biopsies (US arm) or targeted biopsies (MRI arm). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary outcome was the proportion of men with grade group (GG) ≄2 cancer. Secondary outcomes were the proportions of biopsies avoided and GG 1 cancers detected. Categorical (nonparametric) data were assessed using the Mann-Whitney U test and χ2 tests. RESULTS AND LIMITATIONS: A total of 1965 men were included in the intention-to-treat population (US arm n = 950, MRI arm n = 1015). The US and MRI pathways detected GG ≄2 cancers equally well (235/950, 25% vs 239/1015, 24%; difference 1.2%, 95% confidence interval [CI] -2.6% to 5.0%; p = 0.5). The US pathway detected more GG 1 cancers than the MRI pathway (121/950, 13% vs 84/1015, 8.3%; difference 4.5%, 95% CI 1.8-7.2%; p < 0.01). The US pathway avoided fewer biopsies than the MRI pathway (403/950, 42% vs 559/1015, 55%; difference -13%, 95% CI -17% to -8.3%; p < 0.01). Among men with elevated risk, more GG ≄2 cancers were detected in the MRI group than in the US group (52% vs 43%; difference 9.2%, 95% CI 3.0-15%; p < 0.01). CONCLUSIONS: Risk-adapted US-directed and MRI-directed pathways detected GG ≄2 cancers equally well. The risk-adapted US-directed pathway performs well for prostate cancer diagnosis if prostate MRI capacity and expertise are not available. If prostate MRI availability is sufficient, risk assessment should preferably be performed using MRI, as this avoids more biopsies and detects fewer cases of GG 1 cancer. PATIENT SUMMARY: Among men with suspected prostate cancer, relevant cancers were equally well detected by risk-based pathways using either ultrasound or magnetic resonance imaging (MRI) to guide biopsy of the prostate. If prostate MRI availability is sufficient, risk assessment should be performed with MRI to reduce unnecessary biopsies and detect fewer irrelevant cancers

    Constitutively activated dystrophic muscle fibroblasts show a paradoxical response to TGF-ÎČ and CTGF/CCN2

    No full text
    Transforming growth factor beta (TGF-ÎČ) and connective tissue growth factor (CTGF) have been described to induce the production of extracellular matrix (ECM) proteins and have been reported to be increased in different fibrotic disorders. Skeletal muscle fibrosis is a common feature of Duchenne muscular dystrophy (DMD). The mdx mouse diaphragm is a good model for DMD since it reproduces the muscle degenerative and fibrotic changes. Fibronectin (FN) and proteoglycans (PG) are some of the ECM proteins upregulated in dystrophic conditions. In view of understanding the fibrotic process involved in DMD we have isolated fibroblasts from dystrophic mdx diaphragms. Here we report that regardless of the absence of degenerative myofibers, adult mdx diaphragm fibroblasts show increased levels of FN and condroitin/dermatan sulfate PGs synthesis. Fibroblasts isolated from non fibrotic tissue, such as 1 week old mice diaphragms or skin, do not present elevated FN levels. Furthermore, mdx fibroblast conditioned media is able to stimulate FN synthesis in control fibroblasts. Autocrine TGF-ÎČ signaling was unaltered in mdx cells. When control fibroblasts are exposed to TGF-ÎČ and CTGF, FN increases as expected. Paradoxically, in mdx cells it decreases in a concentration dependent manner and this decrease is not due to a downregulation of FN synthesis. According to this data we hypothesize that a pathological environment is able to reprogram fibroblasts into an activated phenotype which can be maintained through generations

    PolĂ­ticas pĂșblicas

    Get PDF
    Amputaci&oacute;n de extremidades superiores: caracterizaci&oacute;n epidemiol&oacute;gicaAn&aacute;lisis comparado de las pol&iacute;ticas de promoci&oacute;n de la salud entre Chile y Catalu&ntilde;aAn&aacute;lisis de los Avisa para la toma de decisiones en pol&iacute;ticas de saludAntecedentes de colelitiasis en pacientes que presentaron colecistitis aguda. &iquest;Se puede prevenir la urgencia?Asociaci&oacute;n entre alcoholemia y traumatismos en Copiap&oacute;, 2009Automedicaci&oacute;n en la poblaci&oacute;n asistente al Cesfam de Puerto NatalesAutotoma vaginal para detecci&oacute;n de VPH para la prevenci&oacute;n de c&aacute;ncer cervicouterino, ChileCalidad de atenci&oacute;n programa Auge- c&aacute;ncer cervicouterino: la perspectiva de los profesionalesCaracterizaci&oacute;n de los casos de traumatismo enc&eacute;falo craneano en la comuna de Til-TilConocimiento de conductores universitarios sobre la alcoholemia permitida para conducir y su equivalencia en bebidas alcoh&oacute;licasDescripci&oacute;n de la consulta dermatol&oacute;gica pedi&aacute;trica en el Hospital Roberto del R&iacute;o (2007-2008)Elementos para un abordaje metodol&oacute;gico de la salud intercultural en la Regi&oacute;n Metropolitana de SantiagoEstudio descriptivo de consultas Sapu Cesfam Angachilla, visi&oacute;n tras dos a&ntilde;os de registro cl&iacute;nico-electr&oacute;nicoEstudio descriptivo de ingresos a Conin Valdivia, una revisi&oacute;n de 10 a&ntilde;os (1998-2008)Estudio descriptivo de pacientes hospitalizados por absceso y celulitis peritonsilar en el hospital de PurranqueEvaluaci&oacute;n de la aceptabilidad y consumo de alimentos del Pacam inscritos en el Cesfam Dr. V.M.FEvaluaci&oacute;n de la interacci&oacute;n de medicinas alternativas o complementarias (MAC) en dos centros APSExposici&oacute;n a humo de tabaco ambiental. Signos y s&iacute;ntomas respiratorios bajos: estudio de prevalenciaFactores relacionados con la rotaci&oacute;n laboral de m&eacute;dicos en consultorios del Gran SantiagoFibrosis qu&iacute;stica como patolog&iacute;a GES: una mirada cr&iacute;ticaHipersensibilidad dentinaria: comparaci&oacute;n de diferentes alternativas terap&eacute;uticasImpacto del GES en c&aacute;ncer mamario: seguimiento a 5 a&ntilde;os en un hospital del SSMSImplementaci&oacute;n de la pol&iacute;tica nacional de medicamentos: percepci&oacute;n del profesional qu&iacute;mico farmac&eacute;uticoLa implementaci&oacute;n de pol&iacute;ticas p&uacute;blicas cambi&oacute; mortalidad de los pacientes gran quemado en Chile&iquest;La infertilidad deber&iacute;a ser considerada un problema de salud p&uacute;blica en el Per&uacute;?Modelo de monitoreo de una pol&iacute;tica de protecci&oacute;n a la infanciaMortalidad materna en el Hospital Dr. Alfredo van Grieken Coro, Estado Falc&oacute;n, Venezuela 2005-2009Objetivos de desarrollo del milenio. Modelaci&oacute;n de la mortalidad infantil Nicaragua - Costa Rica 1978-2008Percepci&oacute;n de riesgo y beneficio respecto del cigarrillo y su relaci&oacute;n con el tabaquismo adolescentePol&iacute;ticas p&uacute;blicas y salud intercultural: la experiencia de la organizaci&oacute;n ind&iacute;gena Tai&ntilde; adkimnPrevalencia de atipias celulares del cuello uterino en mujeres entre 18 y 24 a&ntilde;osProceso de ser histerectomizada: relatos de experiencias de mujeres en un hospital p&uacute;blico de SantiagoProceso de ser histerectomizada: relatos de experiencias de mujeres en un hospital p&uacute;blico de SantiagoPrograma Auge y c&aacute;ncer cervicouterino: calidad de atenci&oacute;n percibida por las usuarias del programaResoluci&oacute;n quir&uacute;rgica por patolog&iacute;a adenoamigdalina: &iquest;Es la poblaci&oacute;n mapuche un grupo de riesgo?Resultados de alcoholemias tanatol&oacute;gicas del Servicio M&eacute;dico Legal de Copiap&oacute; 1999-2009Resultados de la evaluaci&oacute;n de los objetivos sanitarios de la d&eacute;cada 2000-2010Una mirada a los servicios de salud para adolescentes en Puente Alt

    Genomic analysis of sewage from 101 countries reveals global landscape of antimicrobial resistance

    Get PDF
    Antimicrobial resistance (AMR) is a major threat to global health. Understanding the emergence, evolution, and transmission of individual antibiotic resistance genes (ARGs) is essential to develop sustainable strategies combatting this threat. Here, we use metagenomic sequencing to analyse ARGs in 757 sewage samples from 243 cities in 101 countries, collected from 2016 to 2019. We find regional patterns in resistomes, and these differ between subsets corresponding to drug classes and are partly driven by taxonomic variation. The genetic environments of 49 common ARGs are highly diverse, with most common ARGs carried by multiple distinct genomic contexts globally and sometimes on plasmids. Analysis of flanking sequence revealed ARG-specific patterns of dispersal limitation and global transmission. Our data furthermore suggest certain geographies are more prone to transmission events and should receive additional attention

    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

    No full text
    corecore