52 research outputs found
Prehospital point-of-care lactate increases the prognostic accuracy of national early warning score 2 for early risk stratification of mortality: results of a multicenter, observational study
The objective of this study was to assess whether the use of prehospital lactate (pLA) can increase the prognostic accuracy of the National Early Warning Score 2 (NEWS2) to detect the risk of death within 48 h. A prospective, multicenter study in adults treated consecutively by the emergency medical services (EMS) included six advanced life support (ALS) services and five hospitals. Patients were assigned to one of four groups according to their risk of mortality (low, low-medium, medium, and high), as determined by the NEWS2 score. For each group, the validity of pLA in our cohort was assessed by the area under the curve (AUC) of the receiver operating characteristic (ROC) curve. In this study, 3081 participants with a median age of 69 years (Interquartile range (IQR): 54–81) were included. The two-day mortality was 4.4% (137 cases). The scale derived from the implementation of the pLA improved the capacity of the NEWS2 to discriminate low risk of mortality, with an AUC of 0.910 (95% CI: 0.87–0.94; p < 0.001). The risk stratification provided by the NEWS2 can be improved by incorporating pLA measurement to more accurately predict the risk of mortality in patients with low risk.Fil: Martín Rodríguez, Francisco. Universidad de Valladolid; España. Emergency Medical Services; EspañaFil: López Izquierdo, Raul. Hospital Universitario Rio Hortega; EspañaFil: Delgado Benito, Juan F.. Emergency Medical Services; EspañaFil: Sanz García, Ancor. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; EspañaFil: Pozo Vegas, Carlos del. Hospital Clínico Universitario de Valladolid; EspañaFil: Castro Villamor, Miguel Ángel. Universidad de Valladolid; EspañaFil: Martín Conty, José Luis. Universidad de Castilla-La Mancha; EspañaFil: Ortega, Guillermo José. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Autonoma de Madrid. Hospital Universitario de la Princesa; Españ
SNOLA, creando una Red sobre Analíticas de Aprendizaje en España [SNOLA: creating a network about Learning Analytics in Spain]
Este artículo introduce de forma somera el Learning Analytics como disciplina y campo de investigación, incluyendo sus principales características, potenciales beneficios de cara a la sociedad, retos y tendencias actuales. A su vez, este manuscrito presenta la Red de Investigación SNOLA (Spanish Network of Learning Analytics, Red Española de Analítica de Aprendizaje), reconocida por el Ministerio de Economía y Competitividad del Gobierno de España. Sobre esta red, se comentan sus objetivos, retos, áreas de trabajo y actividades. En cuanto a SNOLA, se destaca su carácter participativo y abierto hacia la colaboración con distintos actores dentro del área LA, como son las instituciones, usuarios, educadores o los tecnólogos.
[This article briefly introduces Learning Analytics as a discipline and field of research, including its main features, potential benefits for the Society, as well as the current challenges and trends. On the other hand, this manuscript presents the SNOLA Research Network (Spanish Network of Learning Analytics), recognized by the Ministry of Economy and Competitiveness of the Spanish Government. Regarding this research network, the paper discusses its goals, challenges, working areas and activities. Also, is featured the SNOLA participative and open culture towards collaboration with different actors within the LA area, such as institutions, users, educators or technologists.
Clonal chromosomal mosaicism and loss of chromosome Y in elderly men increase vulnerability for SARS-CoV-2
The pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, COVID-19) had an estimated overall case fatality ratio of 1.38% (pre-vaccination), being 53% higher in males and increasing exponentially with age. Among 9578 individuals diagnosed with COVID-19 in the SCOURGE study, we found 133 cases (1.42%) with detectable clonal mosaicism for chromosome alterations (mCA) and 226 males (5.08%) with acquired loss of chromosome Y (LOY). Individuals with clonal mosaic events (mCA and/or LOY) showed a 54% increase in the risk of COVID-19 lethality. LOY is associated with transcriptomic biomarkers of immune dysfunction, pro-coagulation activity and cardiovascular risk. Interferon-induced genes involved in the initial immune response to SARS-CoV-2 are also down-regulated in LOY. Thus, mCA and LOY underlie at least part of the sex-biased severity and mortality of COVID-19 in aging patients. Given its potential therapeutic and prognostic relevance, evaluation of clonal mosaicism should be implemented as biomarker of COVID-19 severity in elderly people. Among 9578 individuals diagnosed with COVID-19 in the SCOURGE study, individuals with clonal mosaic events (clonal mosaicism for chromosome alterations and/or loss of chromosome Y) showed an increased risk of COVID-19 lethality
CIBERER : Spanish national network for research on rare diseases: A highly productive collaborative initiative
Altres ajuts: Instituto de Salud Carlos III (ISCIII); Ministerio de Ciencia e Innovación.CIBER (Center for Biomedical Network Research; Centro de Investigación Biomédica En Red) is a public national consortium created in 2006 under the umbrella of the Spanish National Institute of Health Carlos III (ISCIII). This innovative research structure comprises 11 different specific areas dedicated to the main public health priorities in the National Health System. CIBERER, the thematic area of CIBER focused on rare diseases (RDs) currently consists of 75 research groups belonging to universities, research centers, and hospitals of the entire country. CIBERER's mission is to be a center prioritizing and favoring collaboration and cooperation between biomedical and clinical research groups, with special emphasis on the aspects of genetic, molecular, biochemical, and cellular research of RDs. This research is the basis for providing new tools for the diagnosis and therapy of low-prevalence diseases, in line with the International Rare Diseases Research Consortium (IRDiRC) objectives, thus favoring translational research between the scientific environment of the laboratory and the clinical setting of health centers. In this article, we intend to review CIBERER's 15-year journey and summarize the main results obtained in terms of internationalization, scientific production, contributions toward the discovery of new therapies and novel genes associated to diseases, cooperation with patients' associations and many other topics related to RD research
The wide-field, multiplexed, spectroscopic facility WEAVE : survey design, overview, and simulated implementation
Funding for the WEAVE facility has been provided by UKRI STFC, the University of Oxford, NOVA, NWO, Instituto de Astrofísica de Canarias (IAC), the Isaac Newton Group partners (STFC, NWO, and Spain, led by the IAC), INAF, CNRS-INSU, the Observatoire de Paris, Région Île-de-France, CONCYT through INAOE, Konkoly Observatory (CSFK), Max-Planck-Institut für Astronomie (MPIA Heidelberg), Lund University, the Leibniz Institute for Astrophysics Potsdam (AIP), the Swedish Research Council, the European Commission, and the University of Pennsylvania.WEAVE, the new wide-field, massively multiplexed spectroscopic survey facility for the William Herschel Telescope, will see first light in late 2022. WEAVE comprises a new 2-degree field-of-view prime-focus corrector system, a nearly 1000-multiplex fibre positioner, 20 individually deployable 'mini' integral field units (IFUs), and a single large IFU. These fibre systems feed a dual-beam spectrograph covering the wavelength range 366-959 nm at R ∼ 5000, or two shorter ranges at R ∼ 20,000. After summarising the design and implementation of WEAVE and its data systems, we present the organisation, science drivers and design of a five- to seven-year programme of eight individual surveys to: (i) study our Galaxy's origins by completing Gaia's phase-space information, providing metallicities to its limiting magnitude for ∼ 3 million stars and detailed abundances for ∼ 1.5 million brighter field and open-cluster stars; (ii) survey ∼ 0.4 million Galactic-plane OBA stars, young stellar objects and nearby gas to understand the evolution of young stars and their environments; (iii) perform an extensive spectral survey of white dwarfs; (iv) survey ∼ 400 neutral-hydrogen-selected galaxies with the IFUs; (v) study properties and kinematics of stellar populations and ionised gas in z 1 million spectra of LOFAR-selected radio sources; (viii) trace structures using intergalactic/circumgalactic gas at z > 2. Finally, we describe the WEAVE Operational Rehearsals using the WEAVE Simulator.PostprintPeer reviewe
The wide-field, multiplexed, spectroscopic facility WEAVE: Survey design, overview, and simulated implementation
WEAVE, the new wide-field, massively multiplexed spectroscopic survey
facility for the William Herschel Telescope, will see first light in late 2022.
WEAVE comprises a new 2-degree field-of-view prime-focus corrector system, a
nearly 1000-multiplex fibre positioner, 20 individually deployable 'mini'
integral field units (IFUs), and a single large IFU. These fibre systems feed a
dual-beam spectrograph covering the wavelength range 366959\,nm at
, or two shorter ranges at . After summarising the
design and implementation of WEAVE and its data systems, we present the
organisation, science drivers and design of a five- to seven-year programme of
eight individual surveys to: (i) study our Galaxy's origins by completing
Gaia's phase-space information, providing metallicities to its limiting
magnitude for 3 million stars and detailed abundances for
million brighter field and open-cluster stars; (ii) survey million
Galactic-plane OBA stars, young stellar objects and nearby gas to understand
the evolution of young stars and their environments; (iii) perform an extensive
spectral survey of white dwarfs; (iv) survey
neutral-hydrogen-selected galaxies with the IFUs; (v) study properties and
kinematics of stellar populations and ionised gas in cluster galaxies;
(vi) survey stellar populations and kinematics in field galaxies
at ; (vii) study the cosmic evolution of accretion
and star formation using million spectra of LOFAR-selected radio sources;
(viii) trace structures using intergalactic/circumgalactic gas at .
Finally, we describe the WEAVE Operational Rehearsals using the WEAVE
Simulator.Comment: 41 pages, 27 figures, accepted for publication by MNRA
The wide-field, multiplexed, spectroscopic facility WEAVE: Survey design, overview, and simulated implementation
WEAVE, the new wide-field, massively multiplexed spectroscopic survey facility for the William Herschel Telescope, will see first light in late 2022. WEAVE comprises a new 2-degree field-of-view prime-focus corrector system, a nearly 1000-multiplex fibre positioner, 20 individually deployable 'mini' integral field units (IFUs), and a single large IFU. These fibre systems feed a dual-beam spectrograph covering the wavelength range 366−959\,nm at R∼5000, or two shorter ranges at R∼20000. After summarising the design and implementation of WEAVE and its data systems, we present the organisation, science drivers and design of a five- to seven-year programme of eight individual surveys to: (i) study our Galaxy's origins by completing Gaia's phase-space information, providing metallicities to its limiting magnitude for ∼3 million stars and detailed abundances for ∼1.5 million brighter field and open-cluster stars; (ii) survey ∼0.4 million Galactic-plane OBA stars, young stellar objects and nearby gas to understand the evolution of young stars and their environments; (iii) perform an extensive spectral survey of white dwarfs; (iv) survey ∼400 neutral-hydrogen-selected galaxies with the IFUs; (v) study properties and kinematics of stellar populations and ionised gas in z1 million spectra of LOFAR-selected radio sources; (viii) trace structures using intergalactic/circumgalactic gas at z>2. Finally, we describe the WEAVE Operational Rehearsals using the WEAVE Simulator
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Prehospital mSOFA Score for Quick Prediction of Life-Saving Interventions and Mortality in Trauma Patients: A Prospective, Multicenter, Ambulance-based, Cohort Study
Background: Prehospital emergency medical services (EMS) are the main gateway for trauma patients. Recent advances in point-of-care testing and the development of early warning scores have allowed EMS to improve patient classification. We aimed to identify patients presenting with major trauma involving life-saving interventions (LSI) using the modified Sequential Organ Failure Assessment (mSOFA) score in the prehospital scenario, and to compare these results with those of other trauma scores.Methods: This was a prospective, ambulance-based, multicenter, training-validation study in trauma patients who were treated in a prehospital setting and subsequently transported to a hospital. The study involved six Advanced Life Support units, 38 Basic Life Support units, and four hospitals. The primary outcome was LSI performed at the scene or en route and intensive care unit (ICU) admission and all-cause two-day in-hospital mortality. We collected epidemiological variables, creatinine, lactate, base excess, international normalized ratio, and vital signs. Discriminative power (area under the receiver operating characteristic curve [AUC]), calibration (observed vs predicted outcome agreement), and decision-curve analysis (DCA, clinical utility) were used to assess the reliability of the mSOFA in comparison to other scores.Results: Between January 1, 2020–April 30, 2022, a total of 763 patients were selected. The mSOFA score’s AUC was 0.927 (95% confidence interval [CI] 0.898–0.957) for LSI, 0.845 (95% CI 0.808–0.882) for ICU admission, and 0.979 (95% CI 0.966–0.991) for two-day mortality.Conclusion: The mSOFA score outperformed the other scores, allowing a quick identification of high-risk patients. The routine implementation in EMS of mSOFA could provide critical support in the decision-making process in time-dependent trauma injuries
Prehospital troponin as a predictor of early clinical deterioration
Producción CientíficaAntecedentes y objetivos
Los valores elevados de la troponina T (cTnT) se asocian a comorbilidades y a mortalidad temprana, en enfermedades cardiovasculares y noncardiovascular. El objetivo de este estudio es evaluar la exactitud pronóstica de la utilización única de la troponina cardíaca T del punto de atención prehospital para identificar el riesgo de deterioro prehospital del hospital, incluyendo mortalidad en el plazo de 28 días.
Métodos
Se realizó un estudio prospectivo, multicéntrico, controlado, basado en ambulancias, observacional en adultos con enfermedades agudas transferidos con alta prioridad en ambulancia a los departamentos de emergencia, entre el 1 de enero y el 30 de septiembre de 2020. Excluyeron a los pacientes con diagnosis del hospital del síndrome coronario agudo. El poder discriminativo de la cTnT predictiva fue evaluado a través de un modelo de discriminación entrenado utilizando una cohorte de derivación y evaluado por el área bajo la curva de la característica operativa del receptor en una cohorte de validación.
Resultados
Un total de 848 pacientes fueron incluidos en nuestro estudio. La edad media era de 68 años (percentiles 25º-75º: 50-81 años), y 385 (45,4%) eran mujeres. La tasa de mortalidad en 28 días fue del 12,4% (156 casos). La capacidad predictiva de la cTnT para predecir la mortalidad presentó un área por debajo de la curva de 0,903 (IC95%: 0,85-0,954; P < .001). Se realizó estratificación del riesgo, resultando en tres categorías con los siguientes puntos de corte óptimos de cTnT: alto riesgo mayor o igual a 100, riesgo intermedio 40-100 y bajo riesgo menor a 40 ng/L. En el grupo de alto riesgo, la tasa de mortalidad fue de 61,7%, y por el contrario, el grupo de bajo riesgo presentó una mortalidad de 2,3%.
Conclusiones
La implementación de una determinación rutinaria de cTnT en la ambulancia en pacientes transferidos con alta prioridad al servicio de urgencias puede ayudar a estratificar el riesgo de estos pacientes y a detectar un deterioro clínico temprano desconocido.Background and Objectives: Elevated troponin T (cTnT) values are associated
with comorbidities and early mortality, in both cardiovascular and noncardiovascular
diseases. The objective of this study is to evaluate the prognostic accuracy of the sole
utilization of prehospital point-of-care cardiac troponin T to identify the risk of early
in-hospital deterioration, including mortality within 28 days.
Methods: We conducted a prospective, multicentric, controlled, ambulance-based,
observational study in adults with acute diseases transferred with high priority by
ambulance to emergency departments, between 1 January and 30 September 2020.
Patients with hospital diagnosis of acute coronary syndrome were excluded. The
discriminative power of the predictive cTnT was assessed through a discrimination
model trained using a derivation cohort and evaluated by the area under the curve of
the receiver operating characteristic on a validation cohort.
Results: A total of 848 patients were included in our study. The median age was
68 years (25th-75th percentiles: 50-81 years), and 385 (45.4%) were women. The mortality rate within 28 days was 12.4% (156 cases). The predictive ability of cTnT
to predict mortality presented an area under the curve of 0.903 (95% CI: 0.85-0.954;
P < .001). Risk stratification was performed, resulting in three categories with the
following optimal cTnT cut-off points: high risk greater than or equal to 100, interme diate risk 40-100 and low risk less than 40 ng/L. In the high-risk group, the mortality
rate was 61.7%, and on the contrary, the low-risk group presented a mortality of 2.3%.
Conclusions: The implementation of a routine determination of cTnT on the am bulance in patients transferred with high priority to the emergency department
can help to stratify the risk of these patients and to detect unknown early clinical
deterioration.Gerencia Regional de Salud de Castilla y León (España), Grant Number [GRS 1678/A/18] and Grant Number [GRS 1903/A/19
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