O volume mínimo de oclusão é um método seguro e eficaz para o ajuste da pressão do cuff em pacientes ventilados mecanicamente

A pressão do cuff (Pcuff) ideal deve ser capaz de prevenir a microaspiração de secreções orofaríngeas por escapes aéreos e evitar lesão da mucosa traqueal. Normalmente, realiza-se a monitorização por meio de manômetro, buscando manter a Pcuff entre 20 e 30cmH2 O. O método do volume mínimo de oclusão (VMO) consiste em insuflar minimamente o balonete, utilizando uma seringa, para que não ocorram vazamentos. O objetivo deste estudo foi avaliar a capacidade do método do VMO de individualizar o ajuste da Pcuff em pacientes ventilados mecanicamente. Trata-se de um estudo transversal, prospectivo, com 25 pacientes adultos, com tempo de ventilação mecânica (VM) superior a 48 horas. A Pcuff foi medida em dois momentos: inicial e por VMO. A prevalência de Pcuff fora dos limites de normalidade foi de 76%. Ocorreu vazamento na medida inicial em nove pacientes, sendo que, para quatro, a medida estava dentro dos valores de referência. Os outros cinco apresentaram Pcuff<20cmH2 O. No ajuste pelo método VMO, todos os pacientes apresentaram Pcuff no limite de normalidade. Os pacientes sem vazamento com Pcuff>30cmH2 O tiveram redução quando ajustados pelo VMO (45,4±9,6 vs 28,5±1,6cmH2 O; p<0,001). Podemos concluir que o método do VMO foi capaz de individualizar a Pcuff dentro dos valores de referência em todos os pacientesLa presión del manguito (Pmanguito) ideal debería ser capaz de prevenir la microaspiración de secreciones orofaríngeas por el escape de aire y evitar daños en la mucosa traqueal. En general, la monitorización se da a través de un manómetro al buscar mantener la Pmanguito entre 20 y 30 cmH2 O. La técnica de volumen de oclusión mínimo (VOM) consiste en inflar al mínimo el manguito, utilizando una jeringa, para que no escape el aire. El objetivo de este estudio fue evaluar la capacidad de la técnica de VOM para individualizar el ajuste de la Pmanguito en pacientes con ventilación mecánica. Se trata de un estudio transversal, prospectivo, realizado con 25 pacientes adultos, con tiempo de ventilación mecánica (VM) superior a 48 horas. La Pmanguito se dio en dos momentos: inicial y por VMO. La prevalencia de la Pmanguito fuera de los límites normales fue del 76%. Se detectó el escape de aire en la medida inicial de nueve pacientes, entre los cuales cuatro tuvieron una medición dentro de los valores de referencia. Los otros cinco tenían una Pmanguito<20cmH2 O. En el ajuste por la técnica de VMO, todos los pacientes tuvieron Pmanguito al límite de los valores normales. Los pacientes que no habían presentado escape de aire con Pmanguito>30cmH2 O tuvieron una reducción cuando hubo un ajuste del VMO (45,4±9,6 vs 28,5±1,6cmH2 O; p<0,001). Se concluye que la técnica de VMO fue capaz de individualizar la Pmanguito dentro de los valores de referencia en todos los pacientesThe ideal cuff pressure (Pcuff) must preventmicroaspiration of oropharyngeal secretions due to air leakageand avoid injury to the tracheal mucosa. Usually, monitoringconsists of a manometer to keep the Pcuff between 20 and30cmH2O. The minimal occlusive volume (MOV) methodminimally inflates the cuff using a syringe so that no leakageoccurs. This study aims to evaluate the ability of the minimalocclusive method to individualize the Pcuff adjustment inmechanically ventilated patients. Cross-sectional prospectivestudy with 25 adult patients with more than 48 hours ofmechanical ventilation. Cuff pressure was measured attwo moments: initial and by MOV. The prevalence of Pcuffoutside the normal range was 76%. Leakage in the initialmeasurement occurred in 9 patients, 4 of whom werewithin the reference values. The other 5 patients presentedPcuff<20cmH2O. In the adjustment by the MOV method, all patients presented Pcuff at the limit of normality. Patients withoutleakage with Pcuff>30cmH2O had a reduction when adjusted for MOV(45.4±9.6 against 28.5±1.6cmH2O; p<0.001). We can conclude thatthe minimal occlusive volume method was able to individualize thePcuff within the reference values in all patients

Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network

Traditionally, fuzzy neural networks have parametric clustering methods based on equally spaced membership functions to fuzzify inputs of the model. In this sense, it produces an excessive number calculations for the parameters’ definition of the network architecture, which may be a problem especially for real-time large-scale tasks. Therefore, this paper proposes a new model that uses a non-parametric technique for the fuzzification process. The proposed model uses an autonomous data density approach in a pruned fuzzy neural network, wich favours the compactness of the model. The performance of the proposed approach is evaluated through the usage of databases related to the Optical Interconnection Network. Finally, binary patterns classification tests for the identification of temporal distribution (asynchronous or client–server) were performed and compared with state-of-the-art fuzzy neural-based and traditional machine learning approaches. Results demonstrated that the proposed model is an efficient tool for these challenging classification tasks

Impacts on Men’s Health/Mental Health

Publisher Copyright: Copyright © 2022 de Sousa, Moreira, da Silva Santana, Araújo, Borges, Almeida, das Mercês, da Silva, Teixeira, Lourenção, Gomes, de Santana Carvalho, de Sousa, de Almeida, Viana and Pereira.Objective: This study aims to analyze sociohistorically how the normative patterns of hegemonic masculinity produced impacts on men’s health/mental health in the context of the COVID-19 pandemic. Methods: A qualitative study from a socio-historical perspective was conducted with 50 men based on an online survey. A semistructured form was applied. The data were analyzed by the Collective Subject Discourse method, interpreted in the light of the context of epidemic disease and hegemonic masculinity. Results: The experience of the pandemic exposed the normative patterns of masculinities from the consummation of acts representative of the pandemic context, which incited men to deny the existence of COVID-19 disease and to delay the understanding and adoption of measures to protect and control COVID-19. As a repercussion, men presented conflicts in the regulation of emotions; presented emotional suppression; were more reactive; felt threatened regarding the loss of the role of family provider, virility; and revealed a sense of invulnerability, added to the weakening of self-care. Conclusion: The discourse revealed that the men’s behaviors are consistent with the characteristics of hegemonic masculinity, but express signs of recognition that this behavior causes harm to themselves and their health.publishersversionpublishe

Pervasive gaps in Amazonian ecological research

Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear un derstanding of how ecological communities respond to environmental change across time and space.3,4 While the increasing availability of global databases on ecological communities has advanced our knowledge of biodiversity sensitivity to environmental changes,5–7 vast areas of the tropics remain understudied.8–11 In the American tropics, Amazonia stands out as the world’s most diverse rainforest and the primary source of Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepre sented in biodiversity databases.13–15 To worsen this situation, human-induced modifications16,17 may elim inate pieces of the Amazon’s biodiversity puzzle before we can use them to understand how ecological com munities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple or ganism groups in a machine learning model framework to map the research probability across the Brazilian Amazonia, while identifying the region’s vulnerability to environmental change. 15%–18% of the most ne glected areas in ecological research are expected to experience severe climate or land use changes by 2050. This means that unless we take immediate action, we will not be able to establish their current status, much less monitor how it is changing and what is being lostinfo:eu-repo/semantics/publishedVersio

Geographic patterns of tree dispersal modes in Amazonia and their ecological correlates

Aim: To investigate the geographic patterns and ecological correlates in the geographic distribution of the most common tree dispersal modes in Amazonia (endozoochory, synzoochory, anemochory and hydrochory). We examined if the proportional abundance of these dispersal modes could be explained by the availability of dispersal agents (disperser-availability hypothesis) and/or the availability of resources for constructing zoochorous fruits (resource-availability hypothesis). Time period: Tree-inventory plots established between 1934 and 2019. Major taxa studied: Trees with a diameter at breast height (DBH) ≥ 9.55 cm. Location: Amazonia, here defined as the lowland rain forests of the Amazon River basin and the Guiana Shield. Methods: We assigned dispersal modes to a total of 5433 species and morphospecies within 1877 tree-inventory plots across terra-firme, seasonally flooded, and permanently flooded forests. We investigated geographic patterns in the proportional abundance of dispersal modes. We performed an abundance-weighted mean pairwise distance (MPD) test and fit generalized linear models (GLMs) to explain the geographic distribution of dispersal modes. Results: Anemochory was significantly, positively associated with mean annual wind speed, and hydrochory was significantly higher in flooded forests. Dispersal modes did not consistently show significant associations with the availability of resources for constructing zoochorous fruits. A lower dissimilarity in dispersal modes, resulting from a higher dominance of endozoochory, occurred in terra-firme forests (excluding podzols) compared to flooded forests. Main conclusions: The disperser-availability hypothesis was well supported for abiotic dispersal modes (anemochory and hydrochory). The availability of resources for constructing zoochorous fruits seems an unlikely explanation for the distribution of dispersal modes in Amazonia. The association between frugivores and the proportional abundance of zoochory requires further research, as tree recruitment not only depends on dispersal vectors but also on conditions that favour or limit seedling recruitment across forest types

Geography and ecology shape the phylogenetic composition of Amazonian tree communities

Aim: Amazonia hosts more tree species from numerous evolutionary lineages, both young and ancient, than any other biogeographic region. Previous studies have shown that tree lineages colonized multiple edaphic environments and dispersed widely across Amazonia, leading to a hypothesis, which we test, that lineages should not be strongly associated with either geographic regions or edaphic forest types. Location: Amazonia. Taxon: Angiosperms (Magnoliids; Monocots; Eudicots). Methods: Data for the abundance of 5082 tree species in 1989 plots were combined with a mega-phylogeny. We applied evolutionary ordination to assess how phylogenetic composition varies across Amazonia. We used variation partitioning and Moran\u27s eigenvector maps (MEM) to test and quantify the separate and joint contributions of spatial and environmental variables to explain the phylogenetic composition of plots. We tested the indicator value of lineages for geographic regions and edaphic forest types and mapped associations onto the phylogeny. Results: In the terra firme and várzea forest types, the phylogenetic composition varies by geographic region, but the igapó and white-sand forest types retain a unique evolutionary signature regardless of region. Overall, we find that soil chemistry, climate and topography explain 24% of the variation in phylogenetic composition, with 79% of that variation being spatially structured (R$^{2}$ = 19% overall for combined spatial/environmental effects). The phylogenetic composition also shows substantial spatial patterns not related to the environmental variables we quantified (R$^{2}$ = 28%). A greater number of lineages were significant indicators of geographic regions than forest types. Main Conclusion: Numerous tree lineages, including some ancient ones (>66 Ma), show strong associations with geographic regions and edaphic forest types of Amazonia. This shows that specialization in specific edaphic environments has played a long-standing role in the evolutionary assembly of Amazonian forests. Furthermore, many lineages, even those that have dispersed across Amazonia, dominate within a specific region, likely because of phylogenetically conserved niches for environmental conditions that are prevalent within regions

Mapping density, diversity and species-richness of the Amazon tree flora

Using 2.046 botanically-inventoried tree plots across the largest tropical forest on Earth, we mapped tree species-diversity and tree species-richness at 0.1-degree resolution, and investigated drivers for diversity and richness. Using only location, stratified by forest type, as predictor, our spatial model, to the best of our knowledge, provides the most accurate map of tree diversity in Amazonia to date, explaining approximately 70% of the tree diversity and species-richness. Large soil-forest combinations determine a significant percentage of the variation in tree species-richness and tree alpha-diversity in Amazonian forest-plots. We suggest that the size and fragmentation of these systems drive their large-scale diversity patterns and hence local diversity. A model not using location but cumulative water deficit, tree density, and temperature seasonality explains 47% of the tree species-richness in the terra-firme forest in Amazonia. Over large areas across Amazonia, residuals of this relationship are small and poorly spatially structured, suggesting that much of the residual variation may be local. The Guyana Shield area has consistently negative residuals, showing that this area has lower tree species-richness than expected by our models. We provide extensive plot meta-data, including tree density, tree alpha-diversity and tree species-richness results and gridded maps at 0.1-degree resolution