18 results on '"Adjacency matrix"'
Search Results
2. Technical-scientific production and knowledge networks about medicinal plants and herbal medicines in the Amazon.
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Lepsch-Cunha, Nadja, Muraro, Vinicius, Mendonça Nascimento, Henrique Eduardo, Mazoni, Alysson, Nunez, Cecília Verónica, and Machado Bonacelli, Maria Beatriz
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HERBAL medicine ,TECHNOLOGY assessment ,MEDICINAL plants ,NATURAL language processing ,BIBLIOMETRICS - Abstract
Introduction: This paper explores the role of Brazilian research institutions in the global and national context of study of medicinal plants. Most of these plants have ethnopharmacological use and herbal medicines related to the Amazon. It highlights Brazil’s position in scientific production and the importance of Amazonian resources in developing phytomedicines. The study aims to provide an overview of the technical-scientific production of medicinal plants and herbal medicines related to the Amazon, focusing on scientific impact, collaboration, Technology Readiness Level (TRL) of scientific production, and innovation system maturity. Methods: The study employs a comprehensive methodological approach, including data collection from Scopus covering the period from 2002 to 2022. The data was cleaned and analyzed using bibliometric and network analysis techniques. Advanced natural language processing techniques, such as Latent Dirichlet Allocation and Jaccard distance measure, were used for TRL classification. Results: The findings reveal a predominant contribution from Brazilian institutions and authors, with 1,850 publications analyzed. Key areas identified include Pharmacology, Toxicology, Pharmaceuticals, Medicine, and Biochemistry. The study also uncovers various collaborative networks and technological maturity levels, with a significant focus on early-stage development phases. Discussion: The research concludes that Brazilian institutions, particularly those in the Amazon region, play a significant role in the scientific exploration and development of medicinal plants and herbal medicines. Despite this, countries like the USA were proportionally more productive in clinical trial research. The study underscores the potential of Brazil’s rich biodiversity and traditional knowledge in the pharmaceutical industry, particularly for neglected diseases. It suggests the need for stronger research systems and international collaboration to leverage these resources for global health benefits. [ABSTRACT FROM AUTHOR]
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- 2024
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3. Sexual violence against children and adolescents in Paraná State: geospatial analysis and main socioeconomic indicators.
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Sartini Stocco, Carolina, Meleiro Zubiolo, Tiago Francisco, Arruda Beltrame, Matheus Henrique, and Millene Dell'Agnolo, Cátia
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SEXUAL assault ,SEXUAL abuse victims ,SOCIOECONOMIC factors ,VIOLENCE prevention ,TEENAGERS ,AGE groups - Abstract
Objective Child sexual violence is a multidimensional problem of many contemporary societies, affecting people of all sexes, social stratum and age groups. Offenses involving children and adolescents are more serious, given their total or partial dependence on parents and caregivers. Information on child sexual violence in Brazil is found in raw form and without detail. The objective was to compare the information with social and economic data in the state of Paraná. Methods The authors conducted a retrospective study of secondary data from the Notifiable Diseases Information System (SINAN) on cases of sexual violence involving victims aged 0 to 19 years. Results are presented according to notification characteristics. The authors applied exploratory spatial data analysis to assess spatial autocorrelations and investigated relationships by the ordinary least squares regression model. Results Between 2017 and 2021, there were 13,403 reports of child sexual violence in Paraná State, Brazil. Most victims (82.8%) were female and aged between 10 and 14 years. The majority of sexual violence cases (67.8%) occurred in the home environment. The highest rates on a population basis were observed in the North Central and Greater Curitiba regions, mainly in cities with higher population density and with higher rates of other types of violence. Conclusion The results provide data that can promote a broader understanding of the distribution of sexual violence and the state and associated variations. It is expected to improve the provision of care for victims of child sexual violence and assist in strategic planning to prevent future offenses. [ABSTRACT FROM AUTHOR]
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- 2024
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4. A Framework for Reliability Assessment in Expansion Planning of Power Distribution Systems.
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Aschidamini, Gustavo L., da Cruz, Gederson A., Resener, Mariana, Leborgne, Roberto C., and Pereira, Luís A.
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DISTRIBUTION planning ,TEST systems ,POWER resources ,PRODUCTION planning - Abstract
This article proposes a framework that uses analytical assessment of reliability to guide the expansion planning of power distribution systems (PDS) considering reliability criteria. The framework allows the estimation of reliability indices with and without the execution of expansion projects, thus supporting the decision-making process on investments in expansion projects. In the analytical assessment of reliability, failure rates of zones and restoration times are calculated from past data of interruptions in the primary distribution network. In addition, the estimated reliability indices are adjusted to historical values through failure rates proportionate to the length of each zone. To test and validate the proposed framework, it was applied to the distribution network at bus 5 of the Roy Billinton Test System (RBTS) and also to a real distribution feeder located in Brazil. The results indicated that the proposed framework can help define the most attractive investments leading to improvements in reliability indices and reduction in unsupplied energy. The estimation of reliability indices and energy not supplied, considered the following expansion alternatives: (i) the installation of normally-closed sectionalizing switches, (ii) the installation of normally-open switches with interconnection to adjacent feeders, (iii) the automation of switches, and (iv) the reconductoring of zones of the primary distribution network. Nevertheless, the proposed framework allows the inclusion of other expansion alternatives. Finally, the proposed framework proved to be handy and useful for real-life applications. [ABSTRACT FROM AUTHOR]
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- 2022
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5. Time trend, social vulnerability, and identification of risk areas for tuberculosis in Brazil: An ecological study.
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de Paiva, João Paulo Silva, Magalhães, Mônica Avelar Figueiredo Mafra, Leal, Thiago Cavalcanti, da Silva, Leonardo Feitosa, da Silva, Lucas Gomes, do Carmo, Rodrigo Feliciano, and de Souza, Carlos Dornels Freire
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TUBERCULOSIS ,MIXED infections ,REGRESSION analysis ,HUMAN capital ,CAUSES of death ,SPATIAL analysis (Statistics) - Abstract
Introduction: Tuberculosis is one of the ten leading causes of death and the leading infectious cause worldwide. The disease represents a challenge to health systems around the world. In 2018, it is estimated that 10 million people were affected by tuberculosis, and approximately 1.5 million people died due to the disease worldwide, including 251,000 patients coinfected with HIV. In Brazil, the disease caused 4,490 deaths, with rate of 2.2 deaths per 100,000 inhabitants. The objective of this study was to analyze the time behavior, spatial, spatial-temporal distribution, and the effects of social vulnerability on the incidence of TB in Brazil during the period from 2001 to 2017. Materials and methods: A spatial-temporal ecological study was conducted, including all new cases of tuberculosis registered in Brazil during the period from 2001 to 2017. The following variables were analyzed: incidence rate of tuberculosis, the Social Vulnerability Index, its subindices, its 16 indicators, and an additional 14 variables available on the Atlas of Social Vulnerability. The statistical treatment of the data consisted of the following three stages: a) time trend analysis with a joinpoint regression model; b) spatial analysis and identification of risk areas based on smoothing of the incidence rate by local empirical Bayesian model, application of global and local Moran statistics, and, finally, spatial-temporal scan statistics; and c) analysis of association between the incidence rate and the indicators of social vulnerability. Results: Brazil reduced the incidence of tuberculosis from 42.8 per 100,000 to 35.2 per 100,000 between 2001 and 2017. Only the state of Minas Gerais showed an increasing trend, whereas nine other states showed a stationary trend. A total of 326 Brazilian municipalities were classified as high priority, and 22 high-risk spatial-temporal clusters were identified. The overall Social Vulnerability Index and the subindices of Human Capital and Income and Work were associated with the incidence of tuberculosis. It was also observed that the incidence rates were greater in municipalities with greater social vulnerability. Conclusions: This study identified clusters with high risk of TB in Brazil. A significant association was observed between the incidence rate of TB and the indices of social vulnerability. [ABSTRACT FROM AUTHOR]
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- 2022
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6. Spatiotemporal pattern and factors related to infant mortality in Northeast Brazil.
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Almeida dos Santos Araujo, Geovana, Araújo Maranhão, Thatiana, de Brito Sousa, Daniele, Bezerra Sousa, George Jó, Garcia Lira Neto, José Claudio, Duarte Pereira, Maria Lúcia, Ribeiro Castro, Révia, and Wagner Martins da Silva, José
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CONFIDENCE intervals ,POPULATION geography ,ECOLOGICAL research ,CONTENT mining ,DESCRIPTIVE statistics ,INFANT mortality ,DATA analysis software - Abstract
Copyright of Revista Gaucha de Enfermagem is the property of Revista Gaucha de Enfermagem and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2022
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7. Bright and blind spots of water research in Latin America and the Caribbean.
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DeVincentis, Alyssa J., Guillon, Hervé, Díaz Gómez, Romina, Patterson, Noelle K., van den Brandeler, Francine, Koehl, Arthur, Ortiz-Partida, J. Pablo, Garza-Díaz, Laura E., Gamez-Rodríguez, Jennifer, Goharian, Erfan, and Sandoval Solis, Samuel
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WATER management ,WATER supply ,MACHINE learning ,CLIMATE change ,LITERATURE reviews - Abstract
Water resources management in Latin America and the Caribbean is particularly threatened by climatic, economic, and political pressures. To assess the region's ability to manage water resources, we conducted an unprecedented literature review of over 20 000 multilingual research articles using machine learning and an understanding of the socio-hydrologic landscape. Results reveal that the region's vulnerability to water-related stresses, and drivers such as climate change, is compounded by research blind spots in niche topics (reservoirs and risk assessment) and subregions (Caribbean nations), as well as by its reliance on an individual country (Brazil). A regional bright spot, Brazil, produces well-rounded water-related research, but its regional dominance suggests that funding cuts there would impede scientifically informed water management in the entire region. [ABSTRACT FROM AUTHOR]
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- 2021
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8. "Network" socio-hydrology: a case study of causal factors that shape the Jaguaribe River Basin, Ceará-Brazil.
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Frota, Renata Locarno, Souza Filho, Francisco de Assis, Barros, Luis Silva, Silva, Samíria Maria Oliveira, Porto, Victor Costa, and Rocha, Renan Vieira
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WATERSHEDS ,SYSTEM dynamics ,WATER management ,WATER supply ,HYDROLOGISTS - Abstract
Socio-hydrology has recently garnered attention as a promising research paradigm among hydrologists. In this paper, we argue that viewing the socio-hydrological systems as a network of causal factors can assist in these efforts by revealing emergent properties of socio-hydrological systems. These factors, which are neither actors nor affiliations but symbolic representations of miscellaneous phenomena, represent the key variables affecting socio-hydrological system behaviour. Despite being crucial for understanding system dynamics, these factors are not captured by most equations of coupled human–water coevolutionary models. To demonstrate our method, we use qualitative case study research to analyse the Jaguaribe Basin in Ceará State-Brazil as a network of factors, i.e. mental conceptions, and representations of water resource management experts. We show that most results are unsurprising, exhibiting expected causal relationships. However, there was at least one unexpected result, which showed that the variable "conflict" was the single most sensitive variable to systemic evolution. [ABSTRACT FROM AUTHOR]
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- 2021
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9. Network Analysis Combining Proteomics and Metabolomics Reveals New Insights Into Early Responses of Eucalyptus grandis During Rust Infection.
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Sekiya, Alline, Marques, Felipe Garbelini, Leite, Thiago Falda, Cataldi, Thais Regiani, de Moraes, Fabricio Edgar, Pinheiro, Ana Lúcia Mendes, Labate, Mônica Teresa Veneziano, and Labate, Carlos Alberto
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EUCALYPTUS grandis ,PROTEOMICS ,PLANT metabolites ,METABOLOMICS ,METABOLITES ,CORROSION & anti-corrosives ,PLANT proteins - Abstract
Eucalyptus rust is caused by the biotrophic fungus, Austropuccinia psidii , which affects commercial plantations of Eucalyptus, a major raw material for the pulp and paper industry in Brazil. In this manuscript we aimed to uncover the molecular mechanisms involved in rust resistance and susceptibility in Eucalyptus grandis. Epifluorescence microscopy was used to follow the fungus development inside the leaves of two contrasting half-sibling genotypes (rust-resistance and rust-susceptible), and also determine the comparative time-course of changes in metabolites and proteins in plants inoculated with rust. Within 24 h of complete fungal invasion, the analysis of 709 metabolomic features showed the suppression of many metabolites 6 h after inoculation (hai) in the rust-resistant genotype, with responses being induced after 12 hai. In contrast, the rust-susceptible genotype displayed more induced metabolites from 0 to 18 hai time-points, but a strong suppression occurred at 24 hai. Multivariate analyses of genotypes and time points were used to select 16 differential metabolites mostly classified as phenylpropanoid-related compounds. Applying the Weighted Gene Co-Expression Network Analysis (WGCNA), rust-resistant and rust-susceptible genotypes had, respectively, 871 and 852 proteins grouped into 5 and 6 modules, of which 5 and 4 of them were significantly correlated to the selected metabolites. Functional analyses revealed roles for photosynthesis and oxidative-dependent responses leading to temporal activity of metabolites and related enzymes after 12 hai in rust-resistance; while the initial over-accumulation of those molecules and suppression of supporting mechanisms at 12 hai caused a lack of progressive metabolite-enzyme responses after 12 hai in rust-susceptible genotype. This study provides some insights on how E. grandis plants are functionally modulated to integrate secondary metabolites and related enzymes from phenylpropanoid pathway and lead to temporal divergences of resistance and susceptibility responses to rust. [ABSTRACT FROM AUTHOR]
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- 2021
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10. Applying Airport Centrality as an Operational Continuity Indicator.
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Brito, Eliane, Emília Baltazar, Maria, and Reis Silva, Jorge Miguel
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GOVERNMENT agencies ,CENTRALITY ,AIRPORTS ,GRAPH theory ,CONTINUITY ,PASSENGER traffic - Abstract
Purpose: The research aims to propose a methodology to estimate the reliability of the Brazilian airport network (domestic passenger traffic), based on the centrality of airports (Network Theory). Design/methodology: The applied methodologies are related to Network Theory, a branch of Graph Theory, and reliability. Reliability is associated with the good functioning of a product or system, the absence of breaks or failures in each period and the environmental conditions of use of the item. The data used refer to the period 2000-2018 and were obtained from the sector's regulatory body in Brazil. The study allows to estimate the reliability of the airport network, based on the centrality of airports (Network Theory). Findings: The results allow airports to be classified into three groups: adequate context, worrying context and critical context, thus signalling airports that may stop operating regular domestic traffic. Research limitations/implications: The study does not aim to overlap or replace conventional analyses, recognized by the results, and applied over time. However, to present a new tool that allows the monitoring and preliminary analysis of airport networks, mainly domestic and regional networks, signalling to airport operators, regulators, and airlines the need for intervention (measures to reverse the trend) in the network, thus allowing, economic development and equitable access to all regions. Originality/value: The proposal of a complementary methodology based on the centrality of airports to analyze operational continuity. [ABSTRACT FROM AUTHOR]
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- 2021
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11. Transmission networks and ectoparasite mite burdens in Oecomys paricola (Rodentia: Cricetidae).
- Author
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Fernandes, Fernanda Rodrigues, da Silva Abreu, Somayra, and Cruz, Leonardo Dominici
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CRICETIDAE ,RODENTS ,ECTOPARASITES ,SOCIABILITY ,SPECIES ,HETEROGENEITY - Abstract
The host contact network structure results from the movement and behaviour of hosts (e.g. degree of sociability; vagility and greater or lesser fidelity of shelters), which can generate heterogeneity in the transmission of parasites and influence the parasitic burden of individual hosts. In the current study, we tested the hypothesis that the burdens of Gigantolaelaps oudemansi mites are related to the characteristics of the transmission networks of individuals of Oecomys paricola, a solitary rodent. The study was carried out in a savannah habitat in north-eastern Brazil. In the dry season, the rodent network presented sub-groups of rodent individuals interacting with each other, whereas in the wet season, no modules were formed in the network. Mite burden was positively related to the number of connections that an individual host had with other host individuals in the dry season. The pairwise absolute difference between the mean mite burdens among individual rodents was negatively correlated with the similarities of node interactions. No relationships were observed during the wet season. There was a higher heterogeneity of mite burden among hosts in the dry season compare to that in the wet season. In solitary species, spatial organization may show seasonal variation, causing a change in the opportunities of host contacts, thereby influencing the transmission and dispersion of their ectoparasite burdens. [ABSTRACT FROM AUTHOR]
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- 2021
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12. Expansion of the dengue transmission area in Brazil: the role of climate and cities.
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Barcellos, Christovam and Lowe, Rachel
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DENGUE ,EPIDEMICS ,CLIMATE change ,PUBLIC health ,POPULATION density ,SOCIOECONOMIC factors ,INFECTIOUS disease transmission - Abstract
Copyright of Tropical Medicine & International Health is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2014
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13. A MAP OF THE BRAZILIAN STOCK MARKET.
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SANDOVAL JUNIOR, LEONIDAS
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STOCK exchanges ,RATE of return on stocks ,STATISTICAL correlation ,DATA analysis ,SPANNING trees ,GRAPH theory ,MAPS - Abstract
The correlation matrix of stocks returns is used in order to create maps of the São Paulo Stock Exchange (BM&F-Bovespa), Brazil's main stock exchange. The data refer to the year 2010, and the correlations between stock returns lead to the construction of a minimum spanning tree and of asset graphs with a variety of threshold values. The results are analyzed using techniques of network theory. Also, using data from 2007 to 2010, a study is made on the dynamics of the network formed by stocks from that same stock exchange. [ABSTRACT FROM AUTHOR]
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- 2012
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14. CLEANING ASSOCIATIONS BETWEEN BIRDS AND HERBIVOROUS MAMMALS IN BRAZIL: STRUCTURE AND COMPLEXITY.
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Sazima, Cristina, Jordano, Pedro, Guimarães Jr., Paulo R., Dos Reis, Sérgio F., and Sazima, Ivan
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CLEANING ,BIRDS ,HERBIVORES ,BIRD nests - Abstract
The article presents a study that examined the structure and complexity of cleaning interactions between Brazilian birds and the herbivorous mammal hosts. A network approach was applied to measure the complexity and to discover that there was a clear nested pattern of association in connection to the number of interactions of cleaners and hosts, and the variety of food types offered. The structure shows that cleaners only acquire food types that are no longer needed.
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- 2012
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15. Estimating the Degree of Market Integration.
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Fackler, Paul L. and Tastan, Hüseyin
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MARKETS ,ECONOMIC models ,PRICES ,PARAMETERS (Statistics) ,SOYBEAN ,ECONOMETRICS - Abstract
Existing tests of spatial market integration are commonly based on statistical criteria without an explicit link to an economic model of price determination. This article proposes new measures of market integration defined directly in terms of a well-known spatial price determination model and develops an econometric methodology for estimating these measures. Due to the intractability of the conditional density function of prices, we use indirect inference to estimate the model parameters and market integration measures. The methodology is illustrated with simulated data and is applied to soybean price data for the United States, Brazil, and the EU. [ABSTRACT FROM AUTHOR]
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- 2008
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16. Use of Network Analysis and Spread Models to Target Control Actions for Bovine Tuberculosis in a State from Brazil.
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Cardenas, Nicolas Cespedes, Pozo, Pilar, Lopes, Francisco Paulo Nunes, Grisi-Filho, José H. H., Alvarez, Julio, and Boschiroli, María Laura
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TUBERCULOSIS in cattle ,CATTLE industry ,SOCIAL network analysis ,INFECTIOUS disease transmission - Abstract
Livestock movements create complex dynamic interactions among premises that can be represented, interpreted, and used for epidemiological purposes. These movements are a very important part of the production chain but may also contribute to the spread of infectious diseases through the transfer of infected animals over large distances. Social network analysis (SNA) can be used to characterize cattle trade patterns and to identify highly connected premises that may act as hubs in the movement network, which could be subjected to targeted control measures in order to reduce the transmission of communicable diseases such as bovine tuberculosis (TB). Here, we analyzed data on cattle movement and slaughterhouse surveillance for detection of TB-like lesions (TLL) over the 2016–2018 period in the state of Rio Grande do Sul (RS) in Brazil with the following aims: (i) to characterize cattle trade describing the static full, yearly, and monthly snapshots of the network contact trade, (ii) to identify clusters in the space and contact networks of premises from which animals with TLL originated, and (iii) to evaluate the potential of targeted control actions to decrease TB spread in the cattle population of RS using a stochastic metapopulation disease transmission model that simulated within-farm and between-farm disease spread. We found heterogeneous densities of premises and animals in the study area. The analysis of the contact network revealed a highly connected (~94%) trade network, with strong temporal trends, especially for May and November. The TLL cases were significantly clustered in space and in the contact network, suggesting the potential for both local (e.g., fence-to-fence) and movement-mediated TB transmission. According to the disease spread model, removing the top 7% connected farms based on degree and betweenness could reduce the total number of infected farms over three years by >50%. In conclusion, the characterization of the cattle network suggests that highly connected farms may play a role in TB dissemination, although being close to infected farms was also identified as a risk factor for having animals with TLL. Surveillance and control actions based on degree and betweenness could be useful to break the transmission cycle between premises in RS. [ABSTRACT FROM AUTHOR]
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- 2021
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17. Decision-Making Process for Photovoltaic Solar Energy Sector Development using Fuzzy Cognitive Map Technique.
- Author
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Papageorgiou, Konstantinos, Carvalho, Gustavo, Papageorgiou, Elpiniki I., Bochtis, Dionysis, and Stamoulis, George
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ENERGY development ,SOLAR energy ,GREENHOUSE gas mitigation ,FUZZY neural networks ,RENEWABLE energy transition (Government policy) ,SUPPLY chain management - Abstract
Photovoltaic Solar Energy (PSE) sector has sparked great interest from governments over the last decade towards diminution of world's dependency to fossil fuels, greenhouse gas emissions reduction and global warming mitigation. Photovoltaic solar energy also holds a significant role in the transition to sustainable energy systems. These systems and their optimal exploitation require an effective supply chain management system, such as design of the network, collection, storage, or transportation of this energy resource, without disregarding a country's certain socio-economic and political conditions. In Brazil, the adoption of photovoltaic solar energy has been motivated not only by the energy matrix diversification but also from the shortages, problems, and barriers that the Brazilian energy sector has faced, lately. However, PSE development is affected by various factors with high uncertainty, such as political, social, economic, and environmental, that include critical operational sustainability issues. Thus, an elaborate modelling of energy management and a well-structured decision support process are needed to enhance the performance efficiency of Brazilian PSE supply chain management. This study focuses on the investigation of certain factors and their influence on the development of the Brazilian PSE with the help of Fuzzy Cognitive Maps. Fuzzy Cognitive Map is an established methodology for scenario analysis and management in diverse domains, inheriting the advancements of fuzzy logic and neural networks. In this context, a semi-quantitative model was designed with the help of various stakeholders from the specific energy domain and three plausible scenarios were conducted in order to support a decision-making process on PSE sector development and the country's economic potential. The outcome of this analysis reveals that the development of the PSE sector in Brazil is mainly affected by economic and political factors. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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18. Dynamic Gene Network Analysis of Caco-2 Cell Response to Shiga Toxin-Producing Escherichia coli-Associated Hemolytic–Uremic Syndrome.
- Author
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Bando, Silvia Y., Iamashita, Priscila, Silva, Filipi N., Costa, Luciano da F., Abe, Cecilia M., Bertonha, Fernanda B., Guth, Beatriz E. C., Fujita, André, and Moreira-Filho, Carlos A.
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HEMOLYTIC-uremic syndrome ,GENE regulatory networks ,CELL analysis - Abstract
Shiga toxin-producing Escherichia coli (STEC) O113:H21 strains are associated with human diarrhea and some strains may cause hemolytic–uremic syndrome (HUS). In Brazil, these strains are commonly found in cattle but, so far, were not isolated from HUS patients. Here, a system biology approach was used to investigate the differential transcriptomic and phenotypic responses of enterocyte-like Caco-2 cells to two STEC O113:H21 strains with similar virulence factor profiles (i.e., expressing stx2, ehxA, epeA, espA, iha, saa, sab, and subA): EH41 (Caco-2/EH41), isolated from a HUS patient in Australia, and Ec472/01 (Caco-2/Ec472), isolated from bovine feces in Brazil, during a 3 h period of bacteria–enterocyte interaction. Gene co-expression network analysis for Caco-2/EH41 revealed a quite abrupt pattern of topological variation along 3 h of enterocyte–bacteria interaction when compared with networks obtained for Caco-2/Ec472. Transcriptional module characterization revealed that EH41 induces inflammatory and apoptotic responses in Caco-2 cells just after the first hour of enterocyte–bacteria interaction, whereas the response to Ec472/01 is associated with cytoskeleton organization at the first hour, followed by the expression of immune response modulators. Scanning electron microscopy showed more intense microvilli destruction in Caco-2 cells exposed to EH41 when compared to those exposed to Ec472/01. Altogether, these results show that EH41 expresses virulence genes, inducing a distinctive host cell response, and is likely associated with severe pathogenicity. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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