Development and validation of a diagnostic prediction model for severe periventricular-intraventricular hemorrhage in newborns: insights from a retrospective analysis utilizing the MIMIC-III database

Abstract Objective: Periventricular-intraventricular hemorrhage is the most common type of intracranial bleeding in newborns, especially in the first 3 days after birth. Severe periventricular-intraventricular hemorrhage is considered a progression from mild periventricular-intraventricular hemorrhage and is often closely associated with severe neurological sequelae. However, no specific indicators are available to predict the progression from mild to severe periventricular-intraventricular in early admission. This study aims to establish an early diagnostic prediction model for severe PIVH. Method: This study was a retrospective cohort study with data collected from the MIMIC-III (v1.4) database. Laboratory and clinical data collected within the first 24 h of NICU admission have been used as variables for both univariate and multivariate logistic regression analyses to construct a nomogram-based early prediction model for severe periventricular-intraventricular hemorrhage and subsequently validated. Results: A predictive model was established and represented by a nomogram, it comprised three variables: output, lowest platelet count and use of vasoactive drugs within 24 h of NICU admission. The model's predictive performance showed by the calculated area under the curve was 0.792, indicating good discriminatory power. The calibration plot demonstrated good calibration between observed and predicted outcomes, and the Hosmer-Lemeshow test showed high consistency (p = 0.990). Internal validation showed the calculated area under a curve of 0.788. Conclusions: This severe PIVH predictive model, established by three easily obtainable indicators within the NICU, demonstrated good predictive ability. It offered a more user-friendly and convenient option for neonatologists.

A prediction model for coronary artery abnormalities in children with Kawasaki disease older than 5 years

Abstract Objective: Reliably prediction models for coronary artery abnormalities (CAA) in children aged > 5 years with Kawasaki disease (KD) are still lacking. This study aimed to develop a nomogram model for predicting CAA at 4 to 8 weeks of illness in children with KD older than 5 years. Methods: A total of 644 eligible children were randomly assigned to a training cohort (n = 450) and a validation cohort (n = 194). The least absolute shrinkage and selection operator (LASSO) analysis was used for optimal predictors selection, and multivariate logistic regression was used to develop a nomogram model based on the selected predictors. Area under the receiver operating characteristic curve (AUC), calibration curves, Hosmer-Lemeshow test, Brier score, and decision curve analysis (DCA) were used to assess model performance. Results: Neutrophil to lymphocyte ratio, intravenous immunoglobulin resistance, and maximum baseline z-score ≥ 2.5 were identified by LASSO as significant predictors. The model incorporating these variables showed good discrimination and calibration capacities in both training and validation cohorts. The AUC of the training cohort and validation cohort were 0.854 and 0.850, respectively. The DCA confirmed the clinical usefulness of the nomogram model. Conclusions: A novel nomogram model was established to accurately assess the risk of CAA at 4-8 weeks of onset among KD children older than 5 years, which may aid clinical decisionmaking.

Ajuste fino de un modelo de producción vocal para estimar el estrés de impacto utilizando un método metaheurístico

Introducción: En modelos de producción vocal que emplean estructuras de resorte-masa-amortiguador, la precisión en la determinación de coeficientes de amortiguamiento que se asemejen a las características fisiológicas de las cuerdas vocales es crucial, teniendo en cuenta posibles variaciones en la representación de la viscoelasticidad. Objetivo: Este estudio tiene como objetivo realizar un ajuste paramétrico de un modelo de producción vocal basado en un sistema de resorte-masa-amortiguador que incorpora interacción con la presión subglótica, con el fin de modelar de manera precisa las fuerzas de colisión ejercidas por las cuerdas vocales durante la fonación. Método: Se utilizó un algoritmo de búsqueda metaheurística para la síntesis paramétrica. El algoritmo se aplicó a los coeficientes de elasticidad c1 y c2, así como a los coeficientes de amortiguamiento ε1 y ε2, que se correlacionan directamente con las matrices de masa del modelo. Esto facilita el ajuste de la composición de las cuerdas para lograr un comportamiento fisiológico deseado. Resultados: El comportamiento del sistema vocal para cada ciclo de simulación se comparó con un estándar predefinido en condiciones normales. El algoritmo determinó el punto final de la simulación evaluando las discrepancias entre características clave de las señales obtenidas y las deseadas. Conclusión: El ajuste paramétrico permitió la aproximación del comportamiento fisiológico de la producción vocal, proporcionando estimaciones de las fuerzas de impacto experimentadas por las cuerdas vocales durante la fonación.

Introduction: In vocal production models employing spring-mass-damper frameworks, precision in determining damping coefficients that align with physiological vocal fold characteristics is crucial, accounting for potential variations in the representation of viscosity-elasticity properties. Objective: This study aims to conduct a parametric fitting of a vocal production model based on a mass-spring-damper system incorporating subglottic pressure interaction, with the purpose of accurately modeling the collision forces exerted by vocal folds during phonation. Method: A metaheuristic search algorithm was employed for parametric synthesis. The algorithm was applied to elasticity coefficients c1 and c2, as well as damping coefficients ε1 and ε2, which directly correlate with the mass matrices of the model. This facilitates the adjustment of fold composition to achieve desired physiological behavior. Results: The vocal system's behavior for each simulation cycle was compared to a predefined standard under normal conditions. The algorithm determined the simulation endpoint by evaluating discrepancies between key features of the obtained signals and the desired ones. Conclusion: Parametric fitting enabled the approximation of physiological vocal production behavior, providing estimates of the impact forces experienced by vocal folds during phonation.

La orientación vocacional en la Escuela de Iniciación Deportiva Escolar

La investigación se dirigió a resolver insuficiencias teóricas y metodológicas, relacionadas con la orientación vocacional hacia la carrera de Cultura Física, en el proceso formativo del estudiante preuniversitario de la Escuela de Iniciación Deportiva Escolar, pues el modelo de bachiller en este tipo de centros establece la necesidad de lograr una sólida preparación integral en los estudiantes, desde la formación docente y deportiva. Se planteó como objetivo elaborar una estrategia, sustentada en un modelo pedagógico, que contribuya a la orientación vocacional de los estudiantes preuniversitarios de la Escuela de Iniciación Deportiva Escolar hacia la carrera de Cultura Física. La población estuvo conformada por 102 estudiantes de décimo grado y 72 profesores. Se emplearon métodos y técnicas científicas como el histórico-lógico, analítico-sintético, inductivo-deductivo, sistémico-estructural-funcional, modelación, observación participante y estructurada, análisis de documentos, evaluación por criterio de expertos, encuesta, talleres de opinión crítica y construcción colectiva, además de los métodos matemático-estadísticos. Los fundamentos del modelo pedagógico propiciaron resolver la contradicción entre las exigencias del modelo ideal explícito en los Programas Integrales de Preparación para el Deportista y las limitaciones de los profesores para desarrollar la orientación vocacional hacia esta Carrera. El modelo y la estrategia fueron sometidos a valoración, mediante criterio de expertos y ciclos de talleres de opinión crítica y construcción colectiva, los resultados permitieron confirmar transformaciones positivas en el tratamiento a la orientación vocacional del estudiante preuniversitario hacia la carrera de Cultura Física.

A pesquisa teve como objetivo solucionar insuficiências teóricas e metodológicas relacionadas à orientação vocacional para uma carreira na Cultura Física, no processo formativo do aluno pré-universitário da Escola de Iniciação Esportiva Escolar, uma vez que o modelo de bacharelado nesse tipo de centro estabelece a necessidade de alcançar uma sólida preparação integral nos alunos, a partir do ensino e do treinamento esportivo. O objetivo foi elaborar uma estratégia, baseada em um modelo pedagógico, que contribuísse para a orientação vocacional dos alunos pré-universitários da Escola de Iniciação Esportiva para uma carreira na Cultura Física. A população foi composta por 102 alunos da décima série e 72 professores. Foram utilizados métodos e técnicas científicos, tais como histórico-lógico, analítico-sintético, indutivo-dedutivo, sistêmico-estrutural-funcional, modelagem, observação participante e estruturada, análise de documentos, avaliação por critérios de especialistas, pesquisa, oficinas de opinião crítica e construção coletiva, além de métodos matemático-estatísticos. Os fundamentos do modelo pedagógico ajudaram a resolver a contradição entre as exigências do modelo ideal explícito nos Programas Integrais de Preparação do Atleta e as limitações dos professores no desenvolvimento da orientação vocacional para essa carreira. O modelo e a estratégia foram submetidos à avaliação, por meio de critérios de especialistas e ciclos de oficinas de opinião crítica e construção coletiva, e os resultados permitiram confirmar transformações positivas no tratamento da orientação vocacional do aluno pré-universitário para a carreira da Cultura Física.

The research was aimed at resolving theoretical and methodological insufficiencies, related to the vocational orientation towards the Physical Culture career, in the training process of the pre-university student of the School Sports Initiation School, since the high school model in this type of centers establishes the need to achieve a solid comprehensive preparation in students, from teaching and sports training. The objective was to develop a strategy, supported by a pedagogical model, that contributes to the vocational orientation of pre-university students from the School of School Sports Initiation Schools towards the Physical Culture career. The population was made up of 102 tenth grade students and 72 teachers. Scientific methods and techniques were used such as historical-logical, analytical-synthetic, inductive-deductive, systemic-structural-functional, modeling, participant and structured observation, document analysis, evaluation by expert criteria, survey, critical opinion workshops and collective construction, in addition to mathematical-statistical methods. The foundations of the pedagogical model helped resolve the contradiction between the demands of the ideal model explicit in the Comprehensive Preparation Programs for Athletes and the limitations of teachers to develop vocational orientation towards this Career. The model and strategy were subjected to evaluation, through expert criteria and cycles of critical opinion and collective construction workshops, the results allowed confirming positive transformations in the treatment of the vocational orientation of the pre-university student towards the Physical Culture career.

La táctica como fundamento esencial en el proceso de preparación del futbolista

El fútbol es un deporte de oposición, cooperación, donde se interrelacionan las estructuras y las funciones específicas que lo rigen, de carácter eminentemente táctico y de ahí la necesidad que tienen los jugadores de relacionarse para organizarse colectivamente con eficacia en las situaciones ofensivas, defensivas, y las transiciones de ambas acciones, las cuales van a surgir el resto de capacidades técnicas, físicas, de teóricas y psicológicas según las necesidades de la idea de juego. Esta investigación, enmarcada en el proceso de preparación táctica de la selección provincial de fútbol de mayores de Pinar del Río, tuvo objetivo determinar el estado en que se encuentra la preparación táctica de los jugadores según el modelo de juego planificado para enfrentar el torneo nacional y definir la metodología de entrenamiento sustentada en los sistemas modernos de preparación fundamentado en el componente táctico como dimensión rectora en el proceso. Con la utilización de métodos teóricos, empíricos, y de nivel estadístico, se guía todo el proceso de la investigación a través de observaciones a entrenamientos, entrevistas y mediciones del comportamiento táctico en partidos oficiales, con lo cual se pudo corroborar en los resultados alcanzados una serie de insuficiencias y limitaciones tácticas en las dimensiones e indicadores valorados que denota que problemas en la preparación para la competencia.

O futebol é um esporte de oposição, cooperação, onde as estruturas e funções específicas que o regem estão inter-relacionadas, de natureza eminentemente tática e daí a necessidade de os jogadores se relacionarem entre si para se organizarem coletivamente de forma eficaz em situações ofensivas e defensivas, e as transições de ambas as ações, que darão origem ao resto das capacidades técnicas, físicas, teóricas e psicológicas de acordo com as necessidades da ideia de jogo. Esta pesquisa, enquadrada no processo de preparação tática da equipe de futebol sênior provincial de Pinar del Río, teve como objetivo determinar o estado da preparação tática dos jogadores de acordo com o modelo de jogo planejado para enfrentar o torneio nacional e definir a metodologia de treinamento com base nos modernos sistemas de preparação baseados no componente tático como uma dimensão orientadora no processo. Com a utilização de métodos teóricos, empíricos e estatísticos, todo o processo da pesquisa foi orientado por meio de observações em sessões de treinamento, entrevistas e medições do comportamento tático em jogos oficiais, com os quais foi possível corroborar nos resultados alcançados uma série de insuficiências e limitações táticas nas dimensões e indicadores avaliados que denotam problemas na preparação para a competição.

Soccer is a sport of opposition and cooperation, where the specific structures and functions that govern it are interrelated, of an eminently tactical nature and hence the need for players to relate to organize themselves collectively effectively in offensive, defensive, and the transitions of both actions, from which the rest of the technical, physical, theoretical and psychological capacities will emerge according to the needs of the game idea. This research, framed in the tactical preparation process of the provincial senior soccer team of Pinar del Río, had the objective of determining the state of the tactical preparation of the players according to the game model planned to face the national tournament and define the training methodology supported by modern preparation systems based on the tactical component as a guiding dimension in the process. With the use of theoretical, empirical, and statistical methods, the entire research process is guided through observations of training, interviews, and measurements of tactical behavior in official matches, with which it was possible to corroborate in the results achieved a series of insufficiencies and tactical limitations in the valued dimensions and indicators that denote problems in preparation for the competition.

Fotogrametría de modelos dentales de yeso

El presente estudio busca definir los parámetros de la cámara fotográfica y encuadre de la imagen para generar fotografías estandarizadas a modelos dentales de yeso que permitan realizar mediciones intermaxilares a través de fotogrametría, y que estas distancias sean tan confiables y válidas como el registro físico. Se realizó medición directa de los modelos con compás de Korkhaus y medición indirecta a través de fotogrametría digital, evaluando si existía diferencia estadística entre ambas mediciones. Como resultado, no se observaron diferencias significativas entre el protocolo digital con un objetivo 100 mm y magnificación 1:4 en comparación con las mediciones directas, por lo que se concluye que con los parámetros seleccionados se logra una adecuada precisión en la fotogrametría respecto a la medición directa.

This study aims to compare the different parameters of the photographic camera with the digital image framing to standardize dental model photography, in order to take intermaxillary measurements through photogrammetry, and so that these distances are as reliable and valid as the physical record. Direct measurement of the models was made with a Korkhaus compass, and indirect measurement through digital photogrammetry, evaluating whether there was a statistical difference between both measurements. As a result, no significant differences were observed between the digital protocol with a 100 mm objective and 1:4 magnification and the direct measurements. It is concluded that with the selected parameters, adequate precision is achieved in photogrammetry, when compared to the direct measurement.

Implementación de intervenciones que aborden las experiencias adversas en la infancia en atención primaria: una revisión exploratoria

Introducción: La vivencia de experiencias adversas en la infancia (EAI) se asocia a mayor riesgo de presentar conductas de riesgo y enfermedades crónicas a largo plazo. A nivel mundial, se han comenzado a pesquisar y abordar en las atenciones de salud. Sin embargo, en Chile aún no existe una sugerencia a nivel nacional para incorporarlo. El fin de este artículo es proveer de información y recomendaciones a la práctica clínica. Métodos: Se realizó una revisión exploratoria en PubMed, LILACS y PsycInfo usando el marco metodológico del Joanna Briggs Institute para identificar la literatura disponible sobre implementación de intervenciones en detección y abordaje de EAI dentro de un sistema de salud, con foco en atención infantil ambulatoria. Resultados: Se encontraron 34 estudios atingentes al tema, los que muestran que implementar mecanismos de detección y abordaje de EAI es factible y aceptable, tanto para el personal de salud como para los usuarios, pero debe ser realizado dentro de un modelo de cuidado que incorpore a las familias y comunidad, además de trabajar con los equipos en capacitación, gestión del cambio, implementación y evaluación. Conclusiones: La Atención Primaria de Salud (APS) resulta ser un lugar privilegiado para su implementación dada la cercanía y relación de confianza que se establece con las familias. Este estudio muestra que es posible implementar un modelo de detección y abordaje de EAI en APS, lo que resulta crucial dentro de su rol preventivo-promocional si se quiere generar un impacto en la salud de niños, niñas y adolescentes ahora y en el futuro.

Introduction: Adverse childhood experiences (ACEs) are associated with an increased risk of developing risky health behaviors and chronic diseases in the long term. Screening for ACEs is beginning to be implemented worldwide in healthcare settings due to their known impact on present and future health. However, in Chile, there are no recommendations to incorporate ACEs screening into usual care. Methods: A scoping review was conducted using the Joanna Briggs Institute methodological framework to identify available literature on the implementation of interventions aimed at the detection and management of ACEs within a health system, specifically pediatric primary care. The search included PubMed, LILACS, and PsycInfo databases. Results: A total of 34 studies were included. They show that screening for ACEs is feasible and acceptable for both health care providers and users. However, it must be implemented as a part of a model of care that considers families and communities, besides working with health teams in training, change management, implementation, and evaluation. Conclusions: Primary Health Care (PHC) is a privileged setting for screening implementation because of the longitudinal and trust relationships established with families. This study concludes that it is possible to implement a model for detecting and managing ACEs in PHC, which will be crucial for its promotional and preventive role if there is a desire to generate an impact on infant and adolescent health now and in the future.

Factores que Afectan la Percepción de Dolor ¿Cómo Influyen en la Toma de Decisiones Clínicas durante el Proceso de Rehabilitación Kinesiológica? / Factors That Affect Pain Perception: How Do They Influence Clinical Decision Making During the Kinesiological Rehabilitation Process?

Introducción. La percepción del dolor es un fenómeno complejo y subjetivo. Comprender los factores que afectan en la percepción del dolor es crucial en el contexto de la toma de decisiones clínicas durante el proceso de rehabilitación kinesiológica. Objetivo. Exponer los factores que afectan la percepción del dolor, desde la perspectiva del modelo biopsicosocial y discutir sus implicancias para la toma de decisiones clínicas. Métodos. Se describen factores que afectan la percepción de dolor, separados en biológicos como la injuria, sexo, genética y edad, psicológicos como creencias, catastrofismo, kinesiofobia, afectividad negativa, calidad de sueño, atención, afrontamiento y autoeficacia; y socio-culturales como soporte social, rol de género, etnia, aculturación y estatus socioeconómico. Luego se discute cómo estos factores impactan en las decisiones clínicas del profesional kinesiólogo. Finalmente, se entregará un análisis de las barreras y facilitadores descritos por la literatura científica respecto al uso del modelo biopsicosocial.

Background. The perception of pain is a complex and subjective phenomenon. Thus, understanding the factors that influence pain perception is crucial in the context of clinical decision-making during the kinesic rehabilitation process. The objective of this article is to expose the factors that affect the perception of pain, from the perspective of the biopsychosocial model and discuss its implications for clinical decision making during this process. Initially, the biological, psychological and sociocultural factors that affect the perception of pain with the greatest presence in the scientific literature are described. It is discussed how these factors impact the clinical decisions of the kinesiologist professional. Finally, an analysis of the barriers and facilitators described by the scientific literature regarding the use of the biopsychosocial model will be provided.

Development and validation of a clinical prediction model for prognostic factors in patients with primary pontine hemorrhage

Abstract We aimed to develop a prognostic model for primary pontine hemorrhage (PPH) patients and validate the predictive value of the model for a good prognosis at 90 days. A total of 254 PPH patients were included for screening of the independent predictors of prognosis, and data were analyzed by univariate and multivariable logistic regression tests. The cases were then divided into training cohort (n=219) and validation cohort (n=35) based on the two centers. A nomogram was developed using independent predictors from the training cohort to predict the 90-day good outcome and was validated from the validation cohort. Glasgow Coma Scale score, normalized pixels (used to describe bleeding volume), and mechanical ventilation were significant predictors of a good outcome of PPH at 90 days in the training cohort (all P<0.05). The U test showed no statistical difference (P=0.892) between the training cohort and the validation cohort, suggesting the model fitted well. The new model showed good discrimination (area under the curve=0.833). The decision curve analysis of the nomogram of the training cohort indicated a great net benefit. The PPH nomogram comprising the Glasgow Coma Scale score, normalized pixels, and mechanical ventilation may facilitate predicting a 90-day good outcome.

In vivo studies could not confirm in vitro prophylactic synergism between Moringa essential oil and Lactobacillus reuteri (MT180537)

Abstract Aerobic vaginitis (AV) is a recently defined vaginal recurring infection, which is treated with antibiotics. However, excessive and prolonged use of antibiotics disrupts healthy vaginal microflora and leads to the emergence of antibiotic resistance among pathogens. This situation has directed researchers to explore alternative antimicrobials. The current study describes in vitro and in vivo antimicrobial efficacy and pharmaceutical interactions between plant essential oils (EOs) and five lactic acid bacteria (LABs), isolated from the healthy vagina, against E. faecalis, one of the major etiological agents of AV. In vitro experiments confirm good antimicrobial activity of both plant EOs and cell free supernatant (CFS) from LABs. Based on high antimicrobial efficacy, Moringa essential oil (MO) was selected to determine its nature of interaction with CFS of five LAB strains. Synergism was recorded between MO and CFS of L. reuteri (MT180537). To validate in vitro findings, prophylactic responses of individual and synergistic application of MO and L. reuteri (MT180537) were evaluated in an E. faecalis (MW051601) induced AV murine model. The prophylactic efficacy was evidenced by a reduction in intensity of clinical symptoms, E. faecalis (MW051601) count per vaginal tissue along with a reduction in AV associated changes in histological markers of infection in animals receiving Moringa essential oil and L. reuteri (MT180537) alone or in combination. However, significant synergism between Moringa essential oil and L. reuteri (MT180537) could not be observed. Our data confirms the importance of in vivo experiments in deducing pharmacological interactions.

Resumo Vaginite aeróbica (VA) é uma infecção vaginal recorrente definida recentemente, que é tratada com antibióticos. No entanto, o uso excessivo e prolongado de antibióticos perturba a microflora vaginal saudável e leva ao surgimento de resistência aos antibióticos entre os patógenos. Esta situação levou os pesquisadores a explorar antimicrobianos alternativos. O presente estudo descreve a eficácia antimicrobiana in vitro e in vivo e as interações farmacêuticas entre óleos essenciais vegetais (OE) e cinco bactérias lácticas (BAL), isoladas de vagina sã, contra E. faecalis, um dos principais agentes etiológicos da AV. Os experimentos in vitro confirmam a boa atividade antimicrobiana de ambos os EOs de plantas e sobrenadante livre de células (CFS) de LABs. Com base na alta eficácia antimicrobiana, o óleo essencial de Moringa (MO) foi selecionado para determinar sua natureza de interação com o sobrenadante livre de células (CFS) de cinco cepas de LAB. Sinergismo foi registrado entre MO e CFS de L. reuteri (MT180537). Para validar os resultados in vitro, as respostas profiláticas da aplicação individual e sinérgica de MO e L. reuteri (MT180537) foram avaliadas em um modelo murino AV induzido por E. faecalis (MW051601). A eficácia profilática foi evidenciada por uma redução na intensidade dos sintomas clínicos, contagem de E. faecalis (MW051601) por tecido vaginal, juntamente com uma redução nas alterações associadas a AV nos marcadores histológicos de infecção em animais que receberam óleo essencial de Moringa e L. reuteri (MT180537) sozinho ou em combinação. No entanto, não foi possível observar sinergismo significativo entre o óleo essencial de Moringa e L. reuteri (MT180537). Nossos dados confirmam a importância dos experimentos in vivo na dedução de interações farmacológicas.

A disease predictive model based on epidemiological factors for the management of bacterial leaf blight of rice

Abstract Rice is a widely consumed staple food for a large part of the worlds human population. Approximately 90% of the worlds rice is grown in Asian continent and constitutes a staple food for 2.7 billion people worldwide. Bacterial leaf blight (BLB) caused by Xanthomonas oryzae pv. oryzae is one of the devastating diseases of rice. A field experiment was conducted during the year 2016 and 2017 to investigate the influence of different meteorological parameters on BLB development as well as the computation of a predictive model to forecast the disease well ahead of its appearance in the field. The seasonal dataset of disease incidence and environmental factors was used to assess five rice varieties/ cultivars (Basmati-2000, KSK-434, KSK-133, Super Basmati, and IRRI-9). The accumulated effect of two year environmental data; maximum and minimum temperature, relative humidity, wind speed, and rainfall, was studied and correlated with disease incidence. Average temperature (maximum & minimum) showed a negative significant correlation with BLB disease and all other variables; relative humidity, rainfall, and wind speed had a positive correlation with BLB disease development on individual varieties. Stepwise regression analysis was performed to indicate potentially useful predictor variables and to rule out incompetent parameters. Environmental data from the growing seasons of July to October 2016 and 2017 revealed that, with the exception of the lowest temperature, all environmental factors contributed to disease development throughout the cropping season. A disease prediction multiple regression model was developed based on two-year data (Y = 214.3-3.691 Max T-0.508 Min T + 0.767 RH + 2.521 RF + 5.740 WS), which explained 95% variability. This disease prediction model will not only help farmers in early detection and timely management of bacterial leaf blight disease of rice but may also help reduce input costs and improve product quality and quantity. The model will be both farmer and environmentally friendly.

Resumo O arroz é um alimento básico amplamente consumido por grande parte da população humana mundial. Aproximadamente 90% do arroz do mundo é cultivado no continente asiático e constitui um alimento básico para 2,7 bilhões de pessoas em todo o mundo. O crestamento bacteriano das folhas (BLB) causado por Xanthomonas oryzae pv. oryzae é uma das doenças devastadoras do arroz. Um experimento de campo foi realizado durante os anos de 2016 e 2017 para investigar a influência de diferentes parâmetros meteorológicos no desenvolvimento do BLB, bem como o cálculo de um modelo preditivo para prever a doença bem antes de seu aparecimento em campo. O conjunto de dados sazonais de incidência de doenças e fatores ambientais foi usado para avaliar cinco variedades/cultivares de arroz (Basmati-2000, KSK-434, KSK-133, Super Basmati e IRRI-9). O efeito acumulado de dados ambientais de dois anos; temperatura máxima e mínima, umidade relativa do ar, velocidade do vento e precipitação pluviométrica foram estudados e correlacionados com a incidência da doença. A temperatura média (máxima e mínima) apresentou correlação significativa negativa com a doença BLB e todas as outras variáveis; umidade relativa, precipitação e velocidade do vento tiveram uma correlação positiva com o desenvolvimento da doença BLB em variedades individuais. A análise de regressão stepwise foi realizada para indicar variáveis preditoras potencialmente úteis e para descartar parâmetros incompetentes. Os dados ambientais das safras de julho a outubro de 2016 e 2017 revelaram que, com exceção da temperatura mais baixa, todos os fatores ambientais contribuíram para o desenvolvimento da doença ao longo da safra. Um modelo de regressão múltipla de previsão de doença foi desenvolvido com base em dados de dois anos (Y = 214,3-3,691 Max T-0,508 Min T + 0,767 RH + 2,521 RF + 5,740 WS), que explicou 95% de variabilidade. Este modelo de previsão de doenças não só ajudará os agricultores na detecção precoce e gestão atempada da doença bacteriana das folhas do arroz, mas também pode ajudar a reduzir os custos de insumos e melhorar a qualidade e a quantidade do produto. O modelo será agricultor e ambientalmente amigável.

Establishment and validation of nomogram prediction model of cefoperazone/sulbactam-induced thrombocytopenia / 中国药房

OBJECTIVE To explore the predictive factors of cefoperazone/sulbactam-induced thrombocytopenia in adult inpatients， and to establish and validate the nomogram prediction model. METHODS Data of adult inpatients treated with cefoperazone/sulbactam in Xi’an Central Hospital from Jun. 30th， 2021 to Jun. 30th， 2023 were retrospectively collected. The training set and internal validation set were randomly constructed in a 7∶3 ratio. Singler factor and multifactor Logistic regression analysis were used to screen the independent predictors of cefoperazone/sulbactam-induced thrombocytopenia. The nomogram was drawn by using “RMS” of R 4.0.3 software， and the predictive performance of the model was evaluated by the receiver operating characteristic curve and C-index curve. Hosmer-Lemeshow goodness-of-fit test was used to evaluate the calibration degree of the model. Using the same standard， the clinical data of hospitalized patients receiving cefoperazone/sulbactam in Xi’an First Hospital in the same period were collected for external validation of the nomogram prediction model. RESULTS A total of 1 045 patients in Xi’an Central Hospital were included in this study， among which 67 patients suffered from cefoperazone/sulbactam-induced thrombocytopenia， with an incidence of 6.41%. After the false positive patients were excluded， 473 patients were included finally， including 331 in the training set and 142 in theinternal validation set. Multifactor Logistic regression analysis showed that age [OR＝1.043， 95%CI （1.017， 1.070）]， estimated glomerular filtration rate （eGFR） [OR＝0.988，95%CI（0.977， 0.998）]， baseline platelet （PLT） [OR＝0.989， 95%CI（0.982， 0.996）]， nutritional risk [OR＝3.863， 95%CI（1.884， 7.921）] and cumulative defined daily doses （DDDs） [OR＝1.082， 95%CI（1.020， 1.147）] were independent predictors for cefoperazone/sulbactam-induced thrombocytopenia （P＜0.05）. The C-index values of the training set and the internal validation set were 0.824 [95%CI （0.759， 0.890）] and 0.828 [95%CI （0.749， 0.933）]， respectively. The results of the Hosmer-Lemeshow test showed that χ 2 values were 0.441 （P＝0.802） and 1.804 （P＝0.406）. In the external validation set， the C-index value was 0.808 [95%CI （0.672， 0.945）]， the χ 2 value of the Hosmer-Lemeshow test was 0.899 （P＝0.638）. CONCLUSIONS The independent predictors of cefoperazone/sulbactam-induced thrombocytopenia include age， baseline PLT， eGFR， nutritional risk and cumulative DDDs. The model has good predictive efficacy and extrapolation ability， which can help clinic identify the potential risk of cefoperazone/sulbactam-induced thrombocytopenia quickly and accurately.

Dilemma and promotion strategy of “dual channel”management policy for China’s medical insurance negotiated drugs / 中国药房

OBJECTIVE To provide reference for the smooth implementation of the “dual channel” management policy for China’s medical insurance negotiated drugs. METHODS Based on Smith policy implementation process model， the dilemmas for the implementation of “dual channel” policy for medical insurance negotiated drugs were analyzed from four aspects： implementation details and regulatory system， drug selection， drug provision and quality control， the situation of medical insurance funds and information technology capabilities. The corresponding promotion strategies were put forward. RESULTS & CONCLUSIONS The “dual channel” policy for medical insurance negotiated drugs in China might face implementation difficulties such as a lack of clear implementation rules and a full process supervision system， the suitability and operability of some medical insurance negotiated drugs need to be considered in the “dual channel” management， difficulties in drug allocation and quality control， differences in the management and operation of medical insurance funds in different regions， and insufficient informatization capability. In this regard， this study suggests that measures， such as improving the implementation rules of the “dual channel” policy， enhancing the rationality of the “dual channel” drug catalog， establishing a dynamic exit mechanism for “dual channel” pharmacies， promoting professional delivery services， and improving the electronic prescription circulation platform， which can be taken to enhance the implementation effect of the “dual channel” policy.

Application progress of predictive models in the prevention and control of myopia in children and adolescents / 国际眼科杂志(Guoji Yanke Zazhi)

In medical research,predictive models have been widely used to predict disease progression and identify high-risk populations in advance, especially in the prevention and diagnosis of chronic diseases. In ophthalmology, the predictive and diagnostic models for fundus diseases such as age-related macular degeneration and diabetic retinopathy have demonstrated expert-level accuracy. However, the application of predictive models is still in the exploratory stage as for myopia prevention and control. The establishment of a predictive model is helpful to identify the high-risk myopic children in advance, so that preventive measures such as adequate outdoor activities and reducing near work can be taken in time, which is of great significance to prevent or slow down the occurrence and development of myopia. Because the mechanism of myopia has not been fully elucidated, there are still challenges and limitations in the selection of application objects, predictors and predictive outcomes. This paper reviews the research progress of different types of myopia predictive models in order to provide reference for further development and improvement.

Clinical Prediction Model for Diabetic Kidney Disease Based on Optical Coherence Tomography Angiography / 中山大学学报(医学科学版)

ObjectiveTo construct and validate a clinical prediction model for diabetic kidney disease （DKD） based on optical coherence tomography angiography （OCTA）. MethodsThis study enrolled 567 diabetes patients. The random forest algorithm as well as logistic regression analysis were applied to construct the prediction model. The model discrimination and clinical usefulness were evaluated by receiver operating characteristic curve （ROC） and decision curve analysis （DCA）， respectively. ResultsThe clinical prediction model for DKD based on OCTA was constructed with area under the curve （AUC） of 0.878 and Brier score of 0.11. ConclusionsThrough multidimensional verification， the clinical prediction nomogram model based on OCTA allowed for early warning and advanced intervention of DKD.

Spatial-temporal Distribution and Influencing Factors of Late Diagnosis of HIV/AIDS Based on Bayes Spatial-temporal Model / 中山大学学报(医学科学版)

ObjectivesTo analyze the spatial and temporal clustering characteristics and related influencing factors of late diagnosis of HIV/AIDS in Lanzhou， to identify its high-risk areas and time trends in Lanzhou， and to provide a theoretical basis for developing targeted HIV/AIDS prevention and control strategies in Lanzhou. MethodsThe subjects of this study were adult HIV/AIDS cases reported in Lanzhou City between 2011 and 2018. Data used in the study were sourced from the Lanzhou Center for Disease Control and Prevention and the Lanzhou Statistical Yearbook. To analyze the spatial distribution characteristics and influencing factors of the relative risk （RR） of late HIV/AIDS diagnosis， Bayes spatial-temporal model was used. ResultsA total of 1984 new HIV/AIDS cases were reported in Lanzhou from 2011 to 2018， with an mean age of 37.51 years and predominantly male （91.8%）. The number of late diagnosis cases was 982， with an mean age of 39.67 years and a predominance of males （91.8%）. Late diagnosis was more common in older individuals and women with HIV/AIDS. Chengguan District （51.1%）， Anning District （50.3%） and Yuzhong County （51.9%） had an above-average proportion of late diagnosis of HIV/AIDS. The proportion of late diagnosis cases in Lanzhou showed a fluctuating upward trend from 2011 to 2018. The results of Bayes spatial-temporal model showed that the risk of late HIV/AIDS diagnosis in Lanzhou had fluctuated from 2011 to 2015， and then increased rapidly after 2015 ［RR （95% credibility interval， 95%CI） increased from 1.01 （0.84， 1.23） to 1.11 （0.77， 1.97）］； the trends of risk of late diagnosis in Honggu district and three counties were similar to the overall trend in Lanzhou city， while the risk of late diagnosis in Chengguan District and Qilihe District showed a decreasing trend. The regions with the RR for late diagnosis greater than 1 included Yongdeng County （RR=1.07， 95% CI： 0.55， 1.96）， Xigu District （RR=1.04， 95% CI： 0.67， 1.49）， Chengguan District （RR=2.41， 95% CI： 0.85， 6.16）， and Qilihe District （RR=2.03， 95% CI： 1.10， 3.27）. Besides， the heatmap analysis showed that Chengguan District and Qilihe District were the hot spots. The influencing factors analysis showed that the higher GDP per capita （RR=0.65， 95% CI： 0.35， 0.90） and the larger proportion of males with HIV/AIDS cases （RR=0.53， 95% CI： 0.19， 0.92） could lead to the lower the relative risk of late HIV/AIDS diagnosis. However， the higher the population density （RR=1.35， 95% CI： 1.01， 1.81） caused the higher the risk of late diagnosis. ConclusionOur study shows the risk of late diagnosis of HIV/AIDS in Lanzhou was on the rise， and there are significant regional differences. GDP per capita， the proportion of males in HIV/AIDS cases and population density are influencing factors in the late diagnosis of HIV/AIDS. Therefore， for regions with a high risk of late diagnosis or related risk factors， targeted HIV screening and prevention services should be given priority in order to reduce the proportion and risk of late diagnosis of HIV/AIDS.

Prediction of brucellosis incidence in Urumqi / 公共卫生与预防医学

Objective To explore the application of seasonal autoregressive integrated moving average (ARIMA) model in the prediction of brucellosis in Urumqi, and to use this model to predict the incidence trend of brucellosis in Urumqi. Methods The monthly incidence data of brucellosis in Urumqi from January 2010 to December 2021 were selected to construct the ARIMA prediction model. The prediction effect of the model was evaluated by mean standard deviation (RMSE) and mean absolute error (MAE). The monthly incidence of brucellosis in Urumqi in 2022 was predicted by the constructed model. Results The incidence of brucellosis in Urumqi had obvious seasonal distribution, and the cases were concentrated from May to July. ARIMA(1,1,1)(1,0,1)12 was the optimal prediction model, with RMSE=0.883 and MAE=5.24. The monthly incidence of brucellosis in Urumqi in 2022 was predicted to be 7, 4, 4, 6, 9, 9, 10, 7, 7, 5, 5, and 5 cases, respectively. Conclusion ARIMA model can well fit and predict the monthly incidence of brucellosis in Urumqi and provide a basis for the monitoring and prevention of brucellosis.

Risk analysis of re⁃fracture after percutaneous kyphoplasty in elderly patients with osteoporotic thoracolumbar compression fractures and construction of a columnar graph prediction model / 解剖学报

Objective To investigate the risk factors for re-fracture after percutaneous kyphoplasty (PKP) in elderly patients with osteoporotic thoracolumbar compression fractures and to construct a line graph prediction model. Methods One hundred and eighty-two elderly patients with osteoporotic thoracolumbar compression fractures treated with PKP from January 2016 to November 2019 were selected for the study‚ and the patients were continuously followed up for 3 years after surgery. Clinical data were collected from both groups; Receiver operating characteristic (ROC) curve analysis was performed on the measures; Logistic regression analysis was performed to determine the independent risk factors affecting postoperative re-fracture in PKP; the R language software 4. 0 “rms” package was used to construct a predictive model for the line graph‚ and the calibration and decision curves were used to internally validate the predictive model for the line graph and for clinical evaluation of predictive performance. Results The differences between the two groups were statistically significant (P0. 22‚ which could provide a net clinical benefit‚ and the net clinical benefit was higher than the independent predictors. Conclusion BMD‚ number of injured vertebrae‚ single-segment cement injection‚ cement leakage‚ pre-and post-PKP vertebral height difference‚ and posterior convexity angle change are independent risk factors affecting the recurrent fracture after PKP in elderly patients with osteoporotic thoracolumbar compression fracture‚ and this study constructs a column line graph model to predict the recurrent fracture after PKP in elderly patients with osteoporotic thoracolumbar compression fracture as a predictor for clinical. This study provides an important reference for clinical prevention and treatment‚ and has clinical application value.

Development and validation of a method for quantitation of cefepime/avibactam in M-H broth: application to antibacterial activity using in vitro PK/PD Model / 中国临床药理学与治疗学

AIM: To establish a method for quantitation of cefepime and avibactam in M-H broth, and applicated in the in vitro dynamic PK/PD model. METHODS: The cefepime was also determined using the high-performance liquid chromatography method (HPLC), the avibactam was also determined using the liquid chromatography-mass spectrometry (LC-MS/MS), an in vitro dynamic PK/PD model was established to study the PK/PD relationship of cefepime/avibactam against carbapenem resistant Klebsiella pneumoniae (CRKP). RESULTS: The linear ranges of cefepime and avibactam were good at (0.5-20) and (0.1-25) μg/mL (r=0.999), and the lower limit concentrations were 0.5 and 0.1 μg/mL. The extraction recoveries of cefepime and avibactam in M-H broth were 88.0%-101.7% and 90.9%-95.2%, the relative standard deviation of intra-day precision and inter-day precision were less than 5.2%. The concentration-time curves were well simulated by the PK/PD model. All observed concentrations in each experiment were in the range of 20% of the targeted values. For the CRKP of MIC=8 μg/mL and MIC=16 μg/mL, the colony decreased to 2.783Log10 CFU/mL and 1.325Log10 CFU/mL at the cefepime/avibactam 2.5 g q8 h administration after 24 h. CONCLUSION: The determination method of cefepime and avibactam in broth established in this study has high sensitivity and good stability. For the CRKP with MIC≤8 μg/mL,cefepime/avibactam showed that good anti-CRKP activity under routine administration in vitro dynamic PK/PD model.

Preparation of tripterygium glycoside nanoparticles and therapeutic effect on arthritis rats / 中国药理学通报

Aim To prepare tripterygium glycoside nanoparticles and probe into their therapeutic effect on collagen-induced arthritis ( CIA) rats. Methods Tripterygium glycosides polyglycoside nanoparticles were prepared by thin film dispersion method and their quality was assessed. The CIA model was established and drug intervention performed. The body weight, toe swelling degree and arthritis index were measured. The pathological changes of the organs, knee and ankle synovium were observed. The serum levels of kidney function and inflammatory cytokine expression were detected in rats. Results The prepared tripterygium wil-fordii polyglycoside nanoparticles were round particles with uniform distribution and stable properties under electron microscope. Compared with the model group, the swelling of the left and right toes of medication group significantly decreased (P < 0. 01), and the ar-thritis index markedly decreased ( P < 0. 01). Among them, the efficacy of the TG-NPs group was better than that of the TG group. Compared with the normal group, the indexes of heart, spleen, kidney and testis all significantly decreased (P <0. 05, P<0.01). TG-NPs group had a significantly reduced pathological ankle-joint injury in knee cartilage and increased apoptotic synovial cells. Compared with the model group, the serum levels of ALT and BUN and CRE in TG-NPs group were significantly lower (P < 0. 05 ), and IL-1β, TNF-α and IL-6 levels decreased significantly (P <0. 05). Conclusions TG-NPs have good therapeutic effect on CIA through induction of synovial cell apoptosis and decrease of the expression of inflammatory cytokines. By intravenous injection of blood circula-tion, slow and controlled release of drugs can be achieved, the first pass effect caused by oral drug can be avoided, the viscera toxicity can be reduced, which provides an experimental basis for the development of new nanoagents for the treatment of rheumatoid arthritis.