RESUMEN
BACKGROUND: Rectal cancer (RC) is a surgical challenge due to its technical complexity. The double-stapled (DS) technique, a standard for colorectal anastomosis, has been associated with notable drawbacks, including a high incidence of anastomotic leak (AL). Low anterior resection with transanal transection and single-stapled (TTSS) anastomosis has emerged to mitigate those drawbacks. METHODS: Observational study in which it described the technical aspects and results of the initial group of patients with medium-low RC undergoing elective laparoscopic total mesorectal excision (TME) and TTSS. RESULTS: Twenty-two patients were included in the series. Favourable postoperative outcomes with a median length of stay of 5 days and an AL incidence of 9.1%. Importantly, all patients achieved complete mesorectal excision with tumour-free margins, and no mortalities were reported. CONCLUSION: TTSS emerges as a promising alternative for patients with middle and lower rectal tumours, offering potential benefits in terms of morbidity reduction and oncological integrity compared with other techniques.
Asunto(s)
Canal Anal , Anastomosis Quirúrgica , Neoplasias del Recto , Grapado Quirúrgico , Humanos , Masculino , Femenino , Anastomosis Quirúrgica/métodos , Persona de Mediana Edad , Anciano , Neoplasias del Recto/cirugía , Canal Anal/cirugía , Grapado Quirúrgico/métodos , Resultado del Tratamiento , Recto/cirugía , Laparoscopía/métodos , Fuga Anastomótica/etiología , Fuga Anastomótica/prevención & control , Adulto , Anciano de 80 o más AñosRESUMEN
PURPOSE OF REVIEW: Drug allergy is responsible for a huge burden on public healthcare systems, representing in some instances a threat for patient's life. Diagnosis is complex due to the heterogeneity of clinical phenotypes and mechanisms involved, the limitations of in vitro tests, and the associated risk to in vivo tests. Predictive models, including those using recent advances in artificial intelligence, may circumvent these drawbacks, leading to an appropriate classification of patients and improving their management in clinical settings. RECENT FINDINGS: Scores and predictive models to assess drug allergy development, including patient risk stratification, are scarce and usually apply logistic regression analysis. Over recent years, different methods encompassed under the general umbrella of artificial intelligence, including machine and deep learning, and artificial neural networks, are emerging as powerful tools to provide reliable and optimal models for clinical diagnosis, prediction, and precision medicine in different types of drug allergy. SUMMARY: This review provides general concepts and current evidence supporting the potential utility of predictive models and artificial intelligence branches in drug allergy diagnosis.
Asunto(s)
Inteligencia Artificial , Hipersensibilidad a las Drogas , Humanos , Hipersensibilidad a las Drogas/diagnóstico , Hipersensibilidad a las Drogas/inmunología , Medicina de Precisión/métodos , Redes Neurales de la Computación , Aprendizaje ProfundoRESUMEN
Different vegetable species and topsoils were collected from different urban gardens of Seville, Cordoba, and Huelva (South Spain) and from two small towns in a mining area (Riotinto), together with topsoil close to the plants. The concentration of potentially toxic elements (PTEs) (As, B, Ba, Cd, Co, Cr, Cu, Mo, Ni, Pb, and Zn) was evaluated in edible plant parts and in the soils. The same species were also purchased from Seville local markets and from a peri-urban area (domestic garden in a rural area) and also analyzed. Plant/soil pollution relation was studied and human health risk was assessed by different parameters. Soils of urban gardens from the mining area were more contaminated with As, Cr, Cu, Pb, and Zn in comparison with other locations, and generally, soils from cities showed higher values of As, Pb, and Zn than the peri-urban ones. The mean concentration of almost all potentially toxic elements was higher in leafy than in fruiting and bulbous species. Arsenic, Cd, and Pb concentrations were below health-based guidance values in all vegetables except Cd in one sample in the peri-urban area. In general, PTEs concentration in vegetables from city urban gardens did not exceed the one found in market vegetables for almost all studied elements, except in lettuce for almost elements. The hazard quotient (HQ) values were lower than the unit for all PTEs in plant species from the studied gardens, as well as the hazard index (HI), indicating that consumption of these vegetables can be considered safe and without risk to human health. Also, cancer risk values for As were below the established limits in all vegetables from the studied urban gardens, including those from the As-contaminated soils in the mining area.
Asunto(s)
Agricultura , Jardines , Contaminantes del Suelo , España , Humanos , Contaminantes del Suelo/análisis , Monitoreo del Ambiente , Suelo/química , Ciudades , Verduras , Metales Pesados/análisisRESUMEN
Background: Immunopathology in food allergy is characterized by an uncontrolled type 2 immune response and specific-IgE production. Recent studies have determined that group 2 innate lymphoid cells (ILC2) participate in the food allergy pathogenic mechanism and their severity. Our objective was to investigate the role of ILC2 in peach-allergic patients due to non-specific lipid transfer protein (Pru p 3) sensitization. Methods: The immune response in peripheral blood mononuclear cells was characterized in lipid transfer protein-allergic patients and healthy controls. We have analyzed the Pru p 3 uptake on ILC2, the expression of costimulatory molecules, and their involvement on the T-cell proliferative response and cytokine production under different experimental conditions: cytokines involved in group 2 innate lymphoid cell activation (IL-33 and IL-25), Pru p 3 as main food allergen, and the combination of both components (IL-33/IL-25+Pru p 3) using cell sorting, EliSpot, flow cytometry, and confocal microscopy. Results: Our results show that Pru p 3 allergen is taken up by group 2 innate lymphoid cells, regulating their costimulatory molecule expression (CD83 and HLA-DR) depending on the presence of Pru p 3 and its combination with IL-33/IL-25. The Pru p 3-stimulated ILC2 induced specific GATA3+Th2 proliferation and cytokine (IL-4, IL-5, and IL-13) production in lipid transfer protein-allergic patients in a cell contact-dependent manner with no changes in Tbet+Th1- and FOXP3+Treg cell differentiation. Conclusions: The results indicate that in lipid transfer protein-allergic patients, the responsible allergen, Pru p 3, interacts with group 2 innate lymphoid cells, promoting a Th2 cell response. Our results might be of interest in vivo, as they show a role of group 2 innate lymphoid cells as antigen-presenting cells, contributing to the development of food allergy. Consequently, group 2 innate lymphoid cells may be considered as potential therapeutic targets.
Asunto(s)
Antígenos de Plantas , Proteínas Portadoras , Hipersensibilidad a los Alimentos , Inmunidad Innata , Humanos , Hipersensibilidad a los Alimentos/inmunología , Femenino , Antígenos de Plantas/inmunología , Proteínas Portadoras/inmunología , Masculino , Adulto , Citocinas/metabolismo , Linfocitos/inmunología , Linfocitos/metabolismo , Proteínas de Plantas/inmunología , Activación de Linfocitos/inmunología , Adulto Joven , Persona de Mediana EdadRESUMEN
Introducción: La disfunción placentaria origina complicaciones fetales; de manera más frecuente, la restricción del crecimiento intrauterino y la preclampsia. Objetivo: Identificar el patrón estereológico en placentas gemelares, y su relación con la corionicidad y el peso del recién nacido. Métodos: Se realizó un estudio descriptivo en una muestra de 16 gestantes gemelares, 25 placentas y 32 recién nacidos. Se estudiaron las variables peso del recién nacido, número de vellosidades, superficie vellositaria total, área vellositaria, área de nodos, densidad óptica de fibrina en la superficie vellositaria y densidad óptica de fibrina alrededor del vaso. Resultados: Existió relación directa entre el número de vellosidades y la superficie vellositaria total. En las placentas monocoriónicas hubo predominio de recién nacidos bajo peso. Se percibe una diferencia en los resultados de área, según el tipo placentario y la región topográfica. En las placentas monocoriales se observó mayor área, tanto de la vellosidad placentaria como en los nodos sincitiales, siendo el área de la vellosidad mayor en la periferia placentaria, y el área de nodos sincitiales en la región 4 cm del cordón umbilical. Conclusiones: La estereología microscópica a nivel pericordón, a 4 cm del cordón y en la periferia del disco placentario, arrojó diferencias significativas para el área de la vellosidad y la densidad óptica de fibrina en la superficie de la vellosidad. Los valores promedio para el área de nodos sincitiales y la densidad óptica de fibrina alrededor del vaso no mostraron diferencias estadísticamente significativas. Es la corionicidad un predictor del bajo peso al nacer(AU)
Introduction: Placental dysfunction causes fetal complications; more frequently, intrauterine growth restriction and preeclampsia. Objective: To identify the stereological pattern in twin placentas, and its relationship with chorionicity and weight of the newborn. Methods: A descriptive study was carried out in a sample of 16 women with twin pregnancy, 25 placentas and 32 newborns. The variables weight of the newborn, number of villi, total villous surface, villous area, node area, optical density of fibrin on the villous surface and optical density of fibrin around the vessel were studied. Results: There was a direct relationship between the number of villi and the total villous surface. In monochorionic placentas there was a predominance of low birth weight newborns. A difference is observed in the area results according to the placental type and the topographic region. In monochorionic placentas, a greater area was observed, both in the placental villus and in the syncytial nodes, with the villus area being greater in the placental periphery and the area of syncytial nodes in the region 4 cm from the umbilical cord. Conclusions: Microscopic stereology at the perichordal level, 4 cm from the cord and at the periphery of the placental disc showed significant differences for the villus area and fibrin optical density on the villus surface. The average values for the area of syncytial nodes and the optical density of fibrin around the vessel did not show statistically significant differences. Chorionicity is a predictor of low birth weight(AU)
Asunto(s)
Humanos , Femenino , Embarazo , Insuficiencia Placentaria/diagnóstico por imagen , Vellosidades Coriónicas , Embarazo Gemelar , Epidemiología DescriptivaRESUMEN
El tabaquismo constituye un problema de salud de gran magnitud a nivel mundial, y en Cuba muestra una tendencia al aumento de su incidencia, sobre todo, en las edades de la adolescencia. Se realizó un estudio de intervención en el Consultorio Médico No. 1 del Policlínico Universitario "René Vallejo Ortiz", del municipio Manzanillo, en el período comprendido de enero a julio del 2023, con el objetivo de evaluar el resultado de la aplicación de un programa de intervención educativa para disminuir los riesgos asociados al tabaquismo. El universo estuvo conformado por los 114 pacientes fumadores del área, seleccionada una muestra de 50 pacientes por muestreo aleatorio simple. Se estudiaron las variables: edad, sexo, nivel educacional, edad de inicio del tabaquismo, enfermedades asociadas al hábito de fumar, nivel de conocimiento. En el estudio predominó el sexo masculino en las edades de 45 a 59 años, con nivel educacional secundaria terminada, se identificó la adolescencia como edad en la que comenzaron a fumar. La patología predominante asociada al tabaquismo fue la Hipertensión arterial. Con la aplicación del Programa educativo, se incrementó el nivel de conocimiento acerca de los riesgos del hábito de fumar y como disminuir los mismos, la mayoría de los pacientes se motivó hacia la deshabituación tabáquica, demostrándose el impacto positivo de la investigación en la comunidad estudiada.
Smoking constitutes a health problem of great magnitude worldwide, and in Cuba it shows a tendency to increase its incidence, especially in adolescence. An intervention study was carried out in the Medical Office No. 1 of the René Vallejo Ortiz University Polyclinic, in the municipality of Manzanillo, from January to July 2023, with the objective of evaluating the results of the application of an educational intervention program to reduce the risks associated with smoking. The universe consisted of 114 smoking patients in the area, with a sample of 50 patients selected by simple random sampling. The following variables were studied: age, sex, educational level, age of smoking onset, pathologies associated with smoking, level of knowledge. In the study, the predominant age group was male, between 45 and 59 years old, with secondary education level completed; adolescence was identified as the age at which they started smoking. The predominant pathology associated with smoking was arterial hypertension. With the application of the educational program, the level of knowledge about the risks of smoking and how to reduce them increased, most of the patients were motivated to quit smoking, demonstrating the positive impact of the research in the community studied.
O tabagismo é um problema de saúde de grande magnitude em todo o mundo, e em Cuba há uma tendência de aumentar sua incidência, especialmente na adolescência. Foi realizado um estudo de intervenção no Consultório Médico nº 1 da Policlínica Universitária "René Vallejo Ortiz", no município de Manzanillo, no período de janeiro a julho de 2023, com o objetivo de avaliar o resultado da aplicação de um programa de intervenção educativa para reduzir os riscos associados ao tabagismo. O universo foi composto por 114 pacientes fumantes na área, e uma amostra de 50 pacientes foi selecionada por amostragem aleatória simples. As seguintes variáveis foram estudadas: idade, sexo, escolaridade, idade de início do tabagismo, doenças associadas ao tabagismo e nível de conhecimento. No estudo, predominou o sexo masculino, com idade entre 45 e 59 anos, com ensino médio completo, e a adolescência foi identificada como a idade em que começaram a fumar. A patologia predominantemente associada ao tabagismo foi a hipertensão arterial. Com a aplicação do programa educativo, o nível de conhecimento sobre os riscos do tabagismo e como reduzi-los aumentou, a maioria dos pacientes foi motivada a parar de fumar, demonstrando o impacto positivo da pesquisa na comunidade estudada.
RESUMEN
Philosophers of mathematics often rely on the historical progress of mathematics in support of mathematical realism. These histories typically build on formal semantic tools to evaluate the changes in mathematics, and on these bases present later mathematical concepts as refined versions of earlier concepts which are taken to be vague. Claiming that this view does not apply to mathematical concepts in general, we present a case-study concerning projective geometry, for which we apply the tools of cognitive linguistics to analyse the developmental trajectory of the domain. On the basis of this analysis, we argue for the existence of two conceptually incompatible inferential structures, occurring at distinct moments in history, both of which yield the same projective geometric theorems; the first invoked by the French mathematicians Girard Desargues (1591-1661) and Jean-Victor Poncelet (1788-1867), and the second characterising a specific modern mode. We demonstrate that neither of these inferential structures can be considered as a refinement of the other. This case of conceptual development presents an issue to the standard account of progress and its bearing on mathematical realism. Our analysis suggests that the features that distinguish the underlying conceptually incompatible inferential structures are invisible to the standard application of the tools of formal semantics. Thus this case-study stands as an example of the manner and necessity of linguistics-specifically cognitive linguistics-to inform the philosophy of mathematics.
RESUMEN
Introduction: Lipid transfer proteins (LTPs) are allergens found in a wide range of plant-foods. Specifically, Pru p 3, the major allergen of peach, is commonly responsible for severe allergic reactions. The need for new alternatives to conventional food allergy treatments, like restrictive diets, suggests allergen immunotherapy as a promising option. It has been demonstrated that sublingual immunotherapy (SLIT) with synthetic glycodendropeptides, such as D1ManPrup3, containing mannose and Pru p 3 peptides induced tolerance in mice and that the persistence of this effect depends on treatment dose (2nM or 5nM). Moreover, it produces changes associated with differential gene expression and methylation profile of dendritic cells, as well as phenotypical changes in regulatory T cells (Treg). However, there are no works addressing the study of epigenetic changes in terms of methylation in the cell subsets that sustain tolerant responses, Treg. Therefore, in this work, DNA methylation changes in splenic-Treg from Pru p 3 anaphylactic mice were evaluated. Methods: It was performed by whole genome bisulphite sequencing comparing SLIT-D1ManPrup3 treated mice: tolerant (2nM D1ManPrup3), desensitized (5nM D1ManPrup3), and sensitized but not treated (antigen-only), with anaphylactic mice. Results: Most of the methylation changes were found in the gene promoters from both SLIT-treated groups, desensitized (1,580) and tolerant (1,576), followed by the antigen-only (1,151) group. Although tolerant and desensitized mice showed a similar number of methylation changes, only 445 genes were shared in both. Remarkably, interesting methylation changes were observed on the promoter regions of critical transcription factors for Treg function like Stat4, Stat5a, Stat5b, Foxp3, and Gata3. In fact, Foxp3 was observed exclusively as hypomethylated in tolerant group, whereas Gata3 was only hypomethylated in the desensitized mice. Discussion: In conclusion, diverse D1ManPrup3 doses induce different responses (tolerance or desensitization) in mice, which are reflected by differential methylation changes in Tregs.
Asunto(s)
Anafilaxia , Hipersensibilidad a los Alimentos , Animales , Ratones , Linfocitos T Reguladores , Hipersensibilidad a los Alimentos/terapia , Anafilaxia/metabolismo , Alérgenos/metabolismo , Metilación de ADN , Factores de Transcripción Forkhead/metabolismoRESUMEN
Introducción: La disfunción de la placenta puede originar complicaciones fetales, restricción del crecimiento intrauterino y complicaciones maternas, como la preeclampsia. Objetivo: Identificar el patrón morfométrico de las placentas gemelares y su relación con la corionicidad, el peso del recién nacido y las malformaciones plancentarias. Método: Se realizó un estudio descriptivo en una muestra de 16 gestantes con embarazo gemelar, 25 placentas y los 32 recién nacidos. Se estudiaron las variables malformaciones placentarias, tipo de placenta, presencia de calcificaciones, peso del recién nacido, peso de la placenta, volumen placentario, diámetro placentario y espesor placentario; se determinó la asociación del peso del recién nacido, con el tipo de placenta y la presencia de calcificaciones, las malformaciones placentarias, así como espesor, diámetro, volumen y peso, con el tipo de placenta. Resultados: Hubo mayor frecuencia de recién nacidos de placentas monocoriónicas (60 por ciento) sin que la asociación fuera estadísticamente significativa; las malformaciones placentarias se relacionaron de forma significativa con el tipo de placenta, así como el peso del recién nacido y la presencia de calcificaciones placentarias, y el espesor, diámetro, volumen y peso de la placenta, con el tipo de plancenta (p< 0,01). Conclusiones: Son más frecuentes las placentas dicoriónicas y estas tienen menos malformaciones; existe relación entre el bajo peso del recién nacido y la presencia de calcificaciones placentarias, así como entre el espesor, diámetro, volumen y peso de la placenta, con el tipo de placenta(AU)
Introduction: Placental dysfunction can originate fetal complications, intrauterine growth restriction and maternal complications, such as preeclampsia. Objective: To identify the morphometric pattern of twin placentas and its relationship with chorionicity, newborn weight and placental malformations. Methods: A descriptive study was carried out in a sample of 16 pregnant women with twin pregnancy, 25 placentas and 32 newborns. The variables placental malformations, type of placenta, presence of calcifications, newborn weight, placental weight, placental volume, placental diameter and placental thickness were studied; the association of newborn weight with the type of placenta and the presence of calcifications, placental malformations, as well as thickness, diameter, volume and weight, with the type of placenta was determined. Results: There was a higher frequency of newborns with monochorionic placentas (60 percent) without the association being statistically significant; placental malformations were significantly related to placenta type, as well as newborn weight and the presence of placental calcifications, and placental thickness, diameter, volume and weight, with placenta type (p< 0.01). Conclusions: Dichorionic placentas are more frequent and these have fewer malformations; there is a relationship between low newborn weight and the presence of placental calcifications, as well as between placental thickness, diameter, volume and weight, with the type of placenta(AU)
Asunto(s)
Humanos , Embarazo , Recién Nacido , Placenta/patología , Antropometría/métodos , Embarazo Gemelar , Epidemiología Descriptiva , Estudios Transversales , Retardo del Crecimiento FetalRESUMEN
Inspired by some open conjectures in a rational dynamical system by G. Ladas and Palladino, in this paper, we consider the problem of solving a third-order difference equation. We comment the conjecture by Ladas. A third-order rational difference equation is solved analytically. The solution is compared with the solution to the linearized equation. We show that the solution to the linearized equation is not good, in general. The methods employed here may be used to solve other rational difference equations. The period of the solution is calculated. We illustrate the accuracy of the obtained solutions in concrete examples.
RESUMEN
Policymakers must make management decisions despite incomplete knowledge and conflicting model projections. Little guidance exists for the rapid, representative, and unbiased collection of policy-relevant scientific input from independent modeling teams. Integrating approaches from decision analysis, expert judgment, and model aggregation, we convened multiple modeling teams to evaluate COVID-19 reopening strategies for a mid-sized United States county early in the pandemic. Projections from seventeen distinct models were inconsistent in magnitude but highly consistent in ranking interventions. The 6-mo-ahead aggregate projections were well in line with observed outbreaks in mid-sized US counties. The aggregate results showed that up to half the population could be infected with full workplace reopening, while workplace restrictions reduced median cumulative infections by 82%. Rankings of interventions were consistent across public health objectives, but there was a strong trade-off between public health outcomes and duration of workplace closures, and no win-win intermediate reopening strategies were identified. Between-model variation was high; the aggregate results thus provide valuable risk quantification for decision making. This approach can be applied to the evaluation of management interventions in any setting where models are used to inform decision making. This case study demonstrated the utility of our approach and was one of several multimodel efforts that laid the groundwork for the COVID-19 Scenario Modeling Hub, which has provided multiple rounds of real-time scenario projections for situational awareness and decision making to the Centers for Disease Control and Prevention since December 2020.
Asunto(s)
COVID-19 , Humanos , COVID-19/epidemiología , COVID-19/prevención & control , Incertidumbre , Brotes de Enfermedades/prevención & control , Salud Pública , Pandemias/prevención & controlRESUMEN
Background: Donation after circulatory death (DCD) liver allografts are associated with higher rates of primary non-function (PNF) and ischemic cholangiopathy (IC). Advanced recovery techniques, including thoracoabdominal normothermic regional perfusion (TA-NRP), may improve organ utilization and patient and allograft outcomes. Given the increasing US experience with TA-NRP DCD recovery, we evaluated outcomes of DCD liver allografts transplanted after TA-NRP. Methods: Liver allografts transplanted from DCD donors after TA-NRP were identified from 5/1/2021 to 1/31/2022 across 8 centers. Donor data included demographics, functional warm ischemic time (fWIT), total warm ischemia time (tWIT) and total time on TA-NRP. Recipient data included demographics, model of end stage liver disease (MELD) score, etiology of liver disease, PNF, cold ischemic time (CIT), liver function tests, intensive care unit (ICU) and hospital length of stay (LOS), post-operative transplant related complications. Results: The donors' median age was 32 years old and median BMI was 27.4. Median fWIT was 20.5â min; fWIT exceeded 30â min in two donors. Median time to initiation of TA-NRP was 4â min and median time on bypass was 66â min. The median recipient listed MELD and MELD at transplant were 22 and 21, respectively. Median allograft CIT was 292â min. The median length of follow up was 257 days. Median ICU and hospital LOS were 2 and 7 days, respectively. Three recipients required management of anastomotic biliary strictures. No patients demonstrated IC, PNF or required re-transplantation. Conclusion: Liver allografts from TA-NRP DCD donors demonstrated good early allograft and recipient outcomes.
RESUMEN
The current work aims to design a computational framework based on artificial neural networks (ANNs) and the optimization procedures of global and local search approach to solve the nonlinear dynamics of the spread of COVID-19, i.e., the SEIR-NDC model. The combination of the Genetic algorithm (GA) and active-set approach (ASA), i.e., GA-ASA, works as a global-local search scheme to solve the SEIR-NDC model. An error-based fitness function is optimized through the hybrid combination of the GA-ASA by using the differential SEIR-NDC model and its initial conditions. The numerical performances of the SEIR-NDC nonlinear model are presented through the procedures of ANNs along with GA-ASA by taking ten neurons. The correctness of the designed scheme is observed by comparing the obtained results based on the SEIR-NDC model and the reference Adams method. The absolute error performances are performed in suitable ranges for each dynamic of the SEIR-NDC model. The statistical analysis is provided to authenticate the reliability of the proposed scheme. Moreover, performance indices graphs and convergence measures are provided to authenticate the exactness and constancy of the proposed stochastic scheme.
RESUMEN
ECG (electrocardiogram) identifies and traces targets and is commonly employed in cardiac disease detection. It is necessary for monitoring precise target trajectories. Estimations of ECG are nonlinear as the parameters TDEs (time delays) and Doppler shifts are computed on receipt of echoes where EKFs (extended Kalman filters) and electrocardiogram have not been examined for computations. ECG, certain times, results in poor accuracies and low SNRs (signal-to-noise ratios), especially while encountering complicated environments. This work proposes to track online filter performances while using optimization techniques to enhance outcomes with the removal of noise in the signal. The use of cost functions can assist state corrections while lowering costs. A new parameter is optimized using IMCEHOs (Improved Mutation Chaotic Elephant Herding Optimizations) by linearly approximating system nonlinearity where multi-iterative function (Optimized Iterative UKFs) predicts a target's unknown parameters. To obtain optimal solutions theoretically, multi-iterative function takes less iteration, resulting in shorter execution times. The proposed multi-iterative function provides numerical approximations, which are derivative-free implementations. Signals are updated in the cloud environment; the updates are received by the patients from home. The simulation evaluation results with estimators show better performances in terms of reduced NMSEs (normalized mean square errors), RMSEs (root mean squared errors), SNRs, variances, and better accuracies than current approaches. Machine learning algorithms have been used to predict the stages of heart disease, which is updated to the patient in the cloud environment. The proposed work has a 91.0% accuracy rate with an error rate of 0.05% by reducing noise levels.
Asunto(s)
Nube Computacional , Procesamiento de Señales Asistido por Computador , Algoritmos , Arritmias Cardíacas/diagnóstico , Atención a la Salud , Electrocardiografía/métodos , Humanos , Aprendizaje AutomáticoRESUMEN
The application of biochar as an organic amendment in polluted soils can facilitate their recovery by reducing the availability of contaminants. In the present work, the effect of biochar application to acid soils contaminated by heavy metal spillage is studied to assess its effect on the quantity and composition of soil organic matter (SOM), with special attention given to soil humic acids (HAs). This effect is poorly known and of great importance, as HA is one of the most active components of SOM. The field experiment was carried out in 12 field plots of fluvisols, with moderate and high contamination by trace elements (called MAS and AS, respectively), that are located in the Guadiamar Green Corridor (SW Spain), which were amended with 8 Mg·ha-1 of olive pit biochar (OB) and rice husk biochar (RB). The results indicate that 22 months after biochar application, a noticeable increase in soil water holding capacity, total organic carbon content, and soil pH were observed. The amounts of oxidisable carbon (C) and extracted HAs in the soils were not altered due to biochar addition. Thermogravimetric analyses of HAs showed an increase in the abundance of the most thermostable OM fraction of the MAS (375-650 °C), whereas the HAs of AS were enriched in the intermediate fraction (200-375 °C). Spectroscopic and chromatographic analyses indicate that the addition of biochar did not alter the composition of the organic fraction of HAs, while Cu, Fe, and as were considerably accumulated at HAs.
Asunto(s)
Contaminantes del Suelo , Oligoelementos , Carbón Orgánico/química , Contaminación Ambiental/análisis , Suelo/química , Contaminantes del Suelo/análisis , Oligoelementos/análisisRESUMEN
To investigate food allergy-tolerance mechanisms induced through allergen-specific immunotherapy we used RNA-Sequencing to measure gene expression in lymph-node-derived dendritic cells from Pru p 3-anaphylactic mice after immunotherapy with glycodendropeptides at 2 nM and 5 nM, leading to permanent tolerance and short-term desensitization, respectively. Gene expression was also measured in mice receiving no immunotherapy (anaphylaxis); and in which anaphylaxis could never occur (antigen-only). Compared to anaphylaxis, the antigen-only group showed the greatest number of expression-changes (411), followed by tolerant (186) and desensitized (119). Only 29 genes changed in all groups, including Il12b, Cebpb and Ifngr1. The desensitized group showed enrichment for genes related to chronic inflammatory response, secretory granule, and regulation of interleukin-12 production; the tolerant group showed genes related to cytokine receptor activity and glucocorticoid receptor binding, suggesting distinct pathways for similar outcomes. We identified genes and processes potentially involved in the restoration of long-term tolerance via allergen-specific immunotherapy, representing potential prognostic biomarkers.
Asunto(s)
Proteína beta Potenciadora de Unión a CCAAT/genética , Desensibilización Inmunológica , Tolerancia Inmunológica/genética , Subunidad p40 de la Interleucina-12/genética , Receptores de Interferón/genética , Alérgenos/inmunología , Alérgenos/farmacología , Anafilaxia/genética , Anafilaxia/inmunología , Animales , Antígenos de Plantas/farmacología , Células Dendríticas/efectos de los fármacos , Células Dendríticas/inmunología , Modelos Animales de Enfermedad , Hipersensibilidad a los Alimentos/genética , Hipersensibilidad a los Alimentos/inmunología , Regulación de la Expresión Génica/efectos de los fármacos , Glicopéptidos/farmacología , Humanos , Interleucina-12/genética , Ganglios Linfáticos/inmunología , Ratones , Proteínas de Plantas/farmacología , RNA-Seq , Receptor de Interferón gammaRESUMEN
RESUMEN Introducción: con la apertura a las Tecnologías de la Informática y las Comunicaciones en el país y principalmente en el sistema educacional se han desarrollado estrategias para mejorar la calidad de las clases en las aulas cubanas. Los objetos de aprendizaje constituyen actualmente una poderosa herramienta de apoyo a la docencia por lo que es necesario profundizar en su estudio desde la perspectiva pedagógica. Con el objetivo de argumentar sobre los referentes teóricos de los objetos de aprendizaje para el estudio de la Ontogenia Humana se realizó esta revisión bibliográfica. Desarrollo: la asignatura Ontogenia Humana y SOMA es nueva dentro del plan de estudio, por ello está en pleno desarrollo la creación de medios para el aprendizaje, que se sustenten en la didáctica especial como elemento de la creatividad pedagógica de los profesores, siendo necesario argumentar los referentes teóricos de los objetos de aprendizaje, su evolución en el proceso enseñanza - aprendizaje en las Ciencias Médicas. Caracterización, ventajas y desventajas. Conclusiones: los objetos de aprendizaje brindan la posibilidad a los estudiantes de interactuar y dinamizar los procesos, potenciando las actividades educativas, lo que resulta de gran utilidad para fortalecer los contenidos de Ontogenia Humana.
ABSTRACT Introduction: with the opening to Information Technology and Communications in the country and mainly in the educational system, strategies have been developed to improve the quality of classes in Cuban classrooms. Learning objects are currently a powerful tool to support teaching, so it is necessary to deepen their study from a pedagogical perspective. With the aim of arguing about the theoretical references of learning objects for the study of Human Ontogeny, this bibliographic review was carried out. Development: the subject Human Ontogeny and SOMA is new within the study plan, for this reason the creation of means for learning is in full development, which are based on special didactics as an element of the pedagogical creativity of teachers, being necessary to argue the theoretical references of learning objects, their evolution in the teaching-learning process in Medical Sciences. Characterization, advantages and disadvantages. Conclusions: the learning objects provided the possibility for students to interact and streamline the processes, enhancing educational activities, which is very useful to strengthen the contents of Human Ontogeny.
RESUMO Introdução: com a abertura à Tecnologia da Informação e Comunicações no país e principalmente no sistema educacional, foram desenvolvidas estratégias para melhorar a qualidade das aulas nas salas de aula cubanas. Os objetos de aprendizagem são atualmente uma poderosa ferramenta de apoio ao ensino, pelo que é necessário aprofundar o seu estudo numa perspetiva pedagógica. Como objetivo de discutir os referenciais teóricos dos objetos de aprendizagem para o estudo da Ontogenia Humana, foi realizada esta revisão bibliográfica. Desenvolvimento: a disciplina Ontogenia Humana e SOMA é nova dentro do plano de estudos, por isso a criação de meios de aprendizagem está em pleno desenvolvimento, os quais se baseiam na didática especial como elemento da criatividade pedagógica dos professores, sendo necessário discutir a referenciais teóricos dos objetos de aprendizagem, suaevolução no processo de ensino-aprendizagem em Ciências Médicas. Caracterização, vantagens e desvantagens. Conclusões: os objetos de aprendizagem possibilitaram aos alunos interagir e agilizar os processos, potencializando as atividades educativas, o que é muito útil para fortalecer os conteúdos de Ontogenia Humana.