101 results on '"E. Castro"'
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2. Development of Commercial Eucalyptus Clone in Soil with Indaziflam Herbicide Residues
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Maciel, Josiane Costa, primary, Duque, Tayna Sousa, additional, Carvalho, Aline Cristina, additional, Alencar, Brenda Thaís Barbalho, additional, Ferreira, Evander Alves, additional, Zanuncio, José Cola, additional, de Castro e Castro, Bárbara Monteiro, additional, da Silva, Francisca Daniele, additional, Silva, Daniel Valadão, additional, and dos Santos, José Barbosa, additional
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- 2023
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3. It Is in the Eye of the Beholder: Ocular Ultrasound Enhanced Monitoring of Neurotoxicity after CAR-T Cell Therapy
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Juan Esteban Garcia-Robledo, Cristina Valencia-Sanchez, Molly G. Knox, Brent P. Goodman, Allison C. Rosenthal, Bhavesh Patel, and Januario E. Castro
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Hematology - Abstract
Usually used in emergency settings, bedside sonographic measurement of optic nerve sheath diameter can aid in diagnosing elevated intracranial pressure. We report a case of a 26-year-old male hospitalized for CAR T-cell therapy with Axicabtagene Ciloleucel for treatment of relapsed diffuse large B-cell lymphoma, who developed progressive symptoms of immune effector cell-associated neurotoxicity syndrome. Fundoscopic examination suggested the presence of blurred optic disc margins. Bedside ocular ultrasound revealed wide optic nerve sheath diameters and bulging optic discs bilaterally. The patient had a ventriculostomy placed for monitoring and received treatment with steroids and mannitol, as well as tocilizumab. After 7 days in the ICU, the patient recovered with no evidence of long-term neurological deficits.
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- 2022
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4. Compartmentalized Regulation of Pulmonary and Systemic Inflammation in Critical COVID-19 Patients
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Santiago, Luciana, primary, Gonçalves-Pereira, Marcela Helena, additional, Vieira, Mariana Sousa, additional, Gómez Ravetti, Cecilia, additional, Vassallo, Paula Frizera, additional, Silva e Castro, Rafael, additional, Costa Pimenta, Pedro Pires, additional, Andrade, Marcus Vinícius Melo de, additional, Santiago, Helton da Costa, additional, and Nobre, Vandack, additional
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- 2023
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5. On the Evidence of the European Bee-Eater (Merops apiaster) as a Predator of the Yellow-Legged Hornet (Vespa velutina) and its Potential Contribution as a Biological Control Agent
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Onofre, Nuno Xavier Roncon Soares, primary, Portugal e Castro, Maria Inês Perestrello de França, additional, Nave, Anabela Cristina Marques, additional, S.P. Cadima, Irene, additional, Ferreira, Maria José Souza Costa, additional, and Godinho, Joana, additional
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- 2023
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6. On the Evidence of the European Bee-Eater (Merops apiaster) as a Predator of the Yellow-Legged Hornet (Vespa velutina) and its Potential Contribution as a Biological Control Agent
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Nuno Xavier Roncon Soares Onofre, Maria Inês Perestrello de França Portugal e Castro, Anabela Cristina Marques Nave, Irene S.P. Cadima, Maria José Souza Costa Ferreira, and Joana Godinho
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The Yellow-legged Hornet (Vespa velutina nigrithorax) (YLH) is an invasive insect that arrived in Europe in 2004 and is now spread across nine countries. It is a threat to the native entomofauna and harmful to beekeeping and agriculture, as it is a ravenous predator of the European Honey Bee (Apis mellifera) and other pollinating species. Its expansion has been unstoppable and all resources are needed to fight against it, including native vertebrate predators. Among these, the European Bee-eater (Merops apiaster) (EBE) is a potential one, but little is known about its predation on YLH. In a study carried out in Portugal, remains of YHL were detected in EBE nesting sites, which to the best of our knowledge is the first such report. This means that this bird could be one more agent in the biological control of this pest (although research on predation intensity is still needed), in conjunction with other natural predators and other strategies. In the Iberian Peninsula both species are allopatric in vast regions, so the role of EBE may be more limited. However, in the rest of Europe, at a country or continent scale, the scenario may be different and sympatry may occur to a greater extent.
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- 2023
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7. Multi-Objective Computational Aided Design Tool Using Pareto Analysis
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de Castro e Castro, Pedro Augusto, primary, Morais, Lenin Martins Ferreira, additional, and de Oliveira, Thiago Ribeiro, additional
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- 2022
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8. Mechanical Design of DNA Origami in the Classroom
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Yuchen Wang, Anjelica Kucinic, Lilly Des Rosiers, Peter E. Beshay, Nicholas Wile, Michael W. Hudoba, and Carlos E. Castro
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Fluid Flow and Transfer Processes ,Process Chemistry and Technology ,General Engineering ,DNA nanotechnology ,General Materials Science ,DNA origami ,nanotechnology education ,Instrumentation ,Computer Science Applications - Abstract
DNA origami (DO) nanotechnology has strong potential for applications including molecular sensing, drug delivery, and nanorobotics that rely on nanoscale structural precision and the ability to tune mechanical and dynamic properties. Given these emerging applications, there is a need to broaden access to and training on DO concepts, which would also provide an avenue to demonstrate engineering concepts such as kinematic motion and mechanical deformation as applied to nanotechnology and molecular systems. However, broader use in educational settings is hindered by the excessive cost and time of fabrication and analysis. Compliant, or deformable, DO is especially difficult to design and characterize in a cost-effective manner, because analysis often relies on advanced imaging methods to quantify structure conformations. Building on recent work establishing classroom-ready methods for DO fabrication and analysis, we developed an experiment module for classroom implementation focused on a DO compliant hinge joint. The module consists of folding three distinct joint conformations that can be evaluated via gel electrophoresis using portable and cost-effective equipment within ~120 min. To highlight the mechanical design, we present two beam-based models for describing the deformation that controls the joint angle. We envision that this module can broaden access to and interest in the mechanical design of DO.
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- 2023
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9. Effect of CaS Nanostructures in the Proliferation of Human Breast Cancer and Benign Cells In Vitro
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Daniel Rivera Vazquez, Kevin Munoz Forti, Maria M. Figueroa Rosado, Pura I. Gutierrez Mirabal, Edu Suarez-Martinez, and Miguel E. Castro-Rosario
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Fluid Flow and Transfer Processes ,Process Chemistry and Technology ,General Engineering ,General Materials Science ,nanotechnology ,cancer ,calcium ,sulfide ,calcium sulfide ,cell cycle ,apoptosis ,Instrumentation ,Computer Science Applications - Abstract
We report on the effect of naked CaS nanostructures on the proliferation of carcinoma cancer cells and normal fibroblasts in vitro. The CaS nanostructures were prepared via the microwave-mediated decomposition of dimethyl sulfoxide (DMSO) in the presence of calcium acetate Ca(CH3CO2)2. Light scattering measurements revealed that dispersions contain CaS nanostructures in the size range of a few Å to about 1 nanometer, and are formed when DMSO is decomposed in the presence of Ca(CH3CO2)2. Theoretical calculations at the DFT/B3LYP/DGDZVP level of theory on (CaS)n clusters (n = 1, 2, 3, and 4) are consistent with clusters in this size range. The absorption spectra of the CaS nanostructures are dominated by strong bands in the UV, as well as weaker absorption bands in the visible. We found that a single dose of CaS nanoclusters smaller than 0.8 nm in diameter does not affect the survival and growth rate of normal fibroblasts and inhibits the proliferation rate of carcinoma cells in vitro. Larger CaS nanostructures, approximately (1.1 ± 0.2) nm in diameter, have a similar effect on carcinoma cell proliferation and survival rate. The CaS nanoclusters have little effect on the normal fibroblast cell cycle. Human carcinoma cells treated with CaS nanocluster dispersion exhibited a decreased ability to properly enter the cell cycle, marked by a decrease in cell concentration in the G0/G1 phase in the first 24 h and an increase in cells held in the SubG1 and G0/G1 phases up to 72 h post-treatment. Apoptosis and necrotic channels were found to play significant roles in the death of human carcinoma exposed to the CaS nanoclusters. In contrast, any effect on normal fibroblasts appeared to be short-lived and non-detrimental. The interaction of CaS with several functional groups was further investigated using theoretical calculations. CaS is predicted to interact with thiol (R-SH), hydroxide (R-OH), amino (R-NH2), carboxylic acid (R-COOH), ammonium (R-NH3+), and carboxylate (R-COO−) functional groups. None of these interactions are predicted to result in the dissociation of CaS. Thermodynamic considerations, on the other hand, are consistent with the dissociation of CaS into Ca2+ ions and H2S in acidic media, both of which are known to cause apoptosis or cell death. Passive uptake and extracellular pH values of carcinoma cells are proposed to result in the observed selectivity of CaS to inhibit cancer cell proliferation with no significant effect on normal fibroblast cells. The results encourage further research with other cell lines in vitro as well as in vivo to translate this nanotechnology into clinical use.
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- 2022
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10. The Nexus between Fire and Soil Bacterial Diversity in the African Miombo Woodlands of Niassa Special Reserve, Mozambique
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Maquia, Ivete Sandra Alberto, primary, Fareleira, Paula, additional, Videira e. Castro, Isabel, additional, Soares, Ricardo, additional, Brito, Denise R. A., additional, Mbanze, Aires Afonso, additional, Chaúque, Aniceto, additional, Máguas, Cristina, additional, Ezeokoli, Obinna T., additional, Ribeiro, Natasha Sofia, additional, Marques, Isabel, additional, and Ribeiro-Barros, Ana I., additional
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- 2021
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11. Mining the Microbiome of Key Species from African Savanna Woodlands: Potential for Soil Health Improvement and Plant Growth Promotion
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Andrea Berruti, Ivete Maquia, Erica Lumini, Isabel Marques, Ricardo Soares, Ana I. Ribeiro-Barros, Paula Fareleira, Aniceto Chaúque, Natasha Ribeiro, Denise R.A. Brito, Isabel Videira E Castro, and M Manuela Ferreira-Pinto
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0301 basic medicine ,Microbiology (medical) ,Limpopo National Park ,030106 microbiology ,Mopane ,Microbiology ,Bradyrhizobium ,Article ,03 medical and health sciences ,Virology ,Botany ,lcsh:QH301-705.5 ,Rhizosphere ,Fire regime ,biology ,plant growth-promoting bacteria ,food and beverages ,biology.organism_classification ,030104 developmental biology ,lcsh:Biology (General) ,16SrRNA ,Combretum ,Proteobacteria ,rhizosphere ,Combretum apiculatum ,Bacteria ,fire ,Symbiotic bacteria - Abstract
(1) Aims: Assessing bacterial diversity and plant-growth-promoting functions in the rhizosphere of the native African trees Colophospermum mopane and Combretum apiculatum in three landscapes of the Limpopo National Park (Mozambique), subjected to two fire regimes. (2) Methods: Bacterial communities were identified through Illumina Miseq sequencing of the 16S rRNA gene amplicons, followed by culture dependent methods to isolate plant growth-promoting bacteria (PGPB). Plant growth-promoting traits of the cultivable bacterial fraction were further analyzed. To screen for the presence of nitrogen-fixing bacteria, the promiscuous tropical legume Vigna unguiculata was used as a trap host. The taxonomy of all purified isolates was genetically verified by 16S rRNA gene Sanger sequencing. (3) Results: Bacterial community results indicated that fire did not drive major changes in bacterial abundance. However, culture-dependent methods allowed the differentiation of bacterial communities between the sampled sites, which were particularly enriched in Proteobacteria with a wide range of plant-beneficial traits, such as plant protection, plant nutrition, and plant growth. Bradyrhizobium was the most frequent symbiotic bacteria trapped in cowpea nodules coexisting with other endophytic bacteria. (4) Conclusion: Although the global analysis did not show significant differences between landscapes or sites with different fire regimes, probably due to the fast recovery of bacterial communities, the isolation of PGPB suggests that the rhizosphere bacteria are driven by the plant species, soil type, and fire regime, and are potentially associated with a wide range of agricultural, environmental, and industrial applications. Thus, the rhizosphere of African savannah ecosystems seems to be an untapped source of bacterial species and strains that should be further exploited for bio-based solutions.
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- 2020
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12. Foliar Glycine Betaine or Hydrogen Peroxide Sprays Ameliorate Waterlogging Stress in Cape Gooseberry
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Hermann Restrepo-Díaz, Nicolas E Castro-Duque, and Cristhian Camilo Chávez-Arias
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0106 biological sciences ,Stomatal conductance ,organic compound ,Plant Science ,Leaf water ,Biology ,Photosynthesis ,01 natural sciences ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,Betaine ,Dry weight ,Cape ,Relative growth rate ,Physalis peruviana L ,Hydrogen peroxide ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,0303 health sciences ,Ecology ,waterlogging tolerance ,hypoxia ,Botany ,plant growth ,leaf gas exchange ,Horticulture ,chemistry ,QK1-989 ,010606 plant biology & botany - Abstract
Exogenous glycine betaine (GB) or hydrogen peroxide (H2O2) application has not been explored to mitigate waterlogging stress in Andean fruit trees. The objective of this study was to evaluate foliar GB or H2O2 application on the physiological behavior of Cape gooseberry plants under waterlogging. Two separate experiments were carried out. In the first trial, the treatment groups were: (1) plants without waterlogging and with no foliar applications, (2) plants with waterlogging and without foliar applications, and (3) waterlogged plants with 25, 50, or 100 mM of H2O2 or GB, respectively. The treatments in the second trial were: (1) plants without waterlogging and with no foliar applications, (2) plants with waterlogging and without foliar applications, and (3) waterlogged plants with 100 mM of H2O2 or GB, respectively. In the first experiment, plants with waterlogging and with exogenous GB or H2O2 applications at a dose of 100 mM showed higher leaf water potential (&minus, 0.5 Mpa), dry weight (1.0 g), and stomatal conductance (95 mmol·, m&minus, 2·, s&minus, 1) values. In the second experiment, exogenously supplied GB or H2O2 also increased the relative growth rate, and leaf photosynthesis mitigating waterlogging stress. These results show that short-term GB or H2O2 supply can be a tool in managing waterlogging in Cape gooseberry.
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- 2020
13. A Magnetic Force Microscopy Study of Patterned T-Shaped Structures
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Sinnecker, Elis Helena de Campos Pinto, primary, García-Martín, José Miguel, additional, Altbir, Dora, additional, D’Albuquerque e Castro, José, additional, and Sinnecker, João Paulo, additional
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- 2021
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14. Mining the Microbiome of Key Species from African Savanna Woodlands: Potential for Soil Health Improvement and Plant Growth Promotion
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Maquia, Ivete Sandra, primary, Fareleira, Paula, additional, Videira e Castro, Isabel, additional, Brito, Denise R. A., additional, Soares, Ricardo, additional, Chaúque, Aniceto, additional, Ferreira-Pinto, M. Manuela, additional, Lumini, Erica, additional, Berruti, Andrea, additional, Ribeiro, Natasha S., additional, Marques, Isabel, additional, and Ribeiro-Barros, Ana I., additional
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- 2020
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15. Diversity, Phylogeny and Plant Growth Promotion Traits of Nodule Associated Bacteria Isolated from Lotus parviflorus
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Soares, Ricardo, primary, Trejo, Jesús, additional, Lorite, Maria J., additional, Figueira, Etelvina, additional, Sanjuán, Juan, additional, and Videira e Castro, Isabel, additional
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- 2020
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16. TNF-α and IFN-γ Participate in Improving the Immunoregulatory Capacity of Mesenchymal Stem/Stromal Cells: Importance of Cell–Cell Contact and Extracellular Vesicles
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Marta E. Castro-Manrreza and Lucero López-García
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Stromal cell ,QH301-705.5 ,immunoregulation ,Cell ,Context (language use) ,Cell Communication ,Review ,Catalysis ,Immunomodulation ,Inorganic Chemistry ,Extracellular Vesicles ,Interferon-gamma ,Immune system ,cell–cell contact ,medicine ,Animals ,Humans ,Biology (General) ,Physical and Theoretical Chemistry ,mesenchymal stem/stromal cells ,QD1-999 ,Molecular Biology ,Spectroscopy ,Tumor Necrosis Factor-alpha ,Chemistry ,Organic Chemistry ,Mesenchymal stem cell ,Mesenchymal Stem Cells ,General Medicine ,In vitro ,Computer Science Applications ,Cell biology ,medicine.anatomical_structure ,Cytokines ,Tumor necrosis factor alpha ,Intracellular - Abstract
Mesenchymal stem/stromal cells (MSCs) have an immunoregulatory capacity and have been used in different clinical protocols requiring control of the immune response. However, variable results have been obtained, mainly due to the effect of the microenvironment on the induction, increase, and maintenance of MSC immunoregulatory mechanisms. In addition, the importance of cell–cell contact for MSCs to efficiently modulate the immune response has recently been highlighted. Because these interactions would be difficult to achieve in the physiological context, the release of extracellular vesicles (EVs) and their participation as intermediaries of communication between MSCs and immune cells becomes relevant. Therefore, this article focuses on analyzing immunoregulatory mechanisms mediated by cell contact, highlighting the importance of intercellular adhesion molecule-1 (ICAM-1) and the participation of EVs. Moreover, the effects of tumor necrosis factor-alpha (TNF-α) and interferon-gamma (IFN-γ), the main cytokines involved in MSC activation, are examined. These cytokines, when used at the appropriate concentrations and times, would promote increases in the expression of immunoregulatory molecules in the cell and allow the acquisition of EVs enriched with these molecules. The establishment of certain in vitro activation guidelines will facilitate the design of conditioning protocols to obtain functional MSCs or EVs in different pathophysiological conditions.
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- 2021
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17. Thermal Performance and Comfort Condition Analysis in a Vernacular Building with a Glazed Balcony
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Jorge Emanuel Pereira Fernandes, Helena Gervásio, Raphaele Lira Meireles Castro Malheiro, Ricardo Mateus, Sandra Monteiro Silva, Maria de Fátima Morais de Aguiar e Castro, and Universidade do Minho
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Architectural engineering ,Control and Optimization ,Heating season ,glazed balcony ,indoor comfort ,passive strategies ,thermal performance ,vernacular architecture ,020209 energy ,0211 other engineering and technologies ,Energy Engineering and Power Technology ,02 engineering and technology ,7. Clean energy ,lcsh:Technology ,Indoor air quality ,Engenharia e Tecnologia::Engenharia Civil ,021105 building & construction ,11. Sustainability ,Thermal ,0202 electrical engineering, electronic engineering, information engineering ,Electrical and Electronic Engineering ,Engineering (miscellaneous) ,Air quality index ,Overheating (electricity) ,Science & Technology ,Renewable Energy, Sustainability and the Environment ,lcsh:T ,Thermal performance ,Thermal comfort ,Heat losses ,Passive heating ,13. Climate action ,Engenharia Civil [Engenharia e Tecnologia] ,Environmental science ,Energy (miscellaneous) - Abstract
The increase in global environmental problems requires more environmentally efficient construction. Vernacular passive strategies can play an important role in helping reducing energy use and CO2 emissions related to buildings. This paper studies the use of glazed balconies in the North of Portugal as a strategy to capture solar gains and reduce heat losses. The purpose is understanding thermal performance and comfort conditions provided by this passive heating strategy. The methodology includes objective (short and long-term monitoring), to evaluate the different parameters affecting thermal comfort and air quality, and subjective assessments to assess occupants? perception regarding thermal sensation. The results show that the use of glazed balconies as a passive heating strategy in a climate with cold winters is viable. During the mid-seasons, the rooms with balcony have adequate comfort conditions. In the heating season, it is possible to achieve comfort conditions in sunny days while in the cooling season there is a risk of overheating. Regarding indoor air quality, carbon dioxide concentrations were low, but the average radon concentration measured was high when the building was unoccupied, rapidly decreasing to acceptable values, during occupation periods when a minimum ventilation rate was promoted. Occupants? actions were essential to improving building behavior., The authors would like to acknowledge the support granted by the FEDER funds through the Competitively and Internationalization Operational Programme (POCI) and by national funds through FCT (Foundation for Science and Technology) within the scope of the project with the reference POCI-01-0145-FEDER-029328, and of the Ph.D. grant with the reference PD/BD/113641/2015, that were fundamental for the development of this study.
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- 2020
18. Control of Vapor Pressure Deficit (VPD) on Black Sesame Seed (Sesamum indicum L.) Sprout Production in a Micro-Greenhouse Using Intelligent Control
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Luis E. Barreto-Salazar, Julio C. Picos-Ponce, David E. Castro-Palazuelos, Jesús J. Rochín-Medina, and Guillermo J. Rubio-Astorga
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Technology ,QH301-705.5 ,Vapour Pressure Deficit ,QC1-999 ,Greenhouse ,germination parameters ,Production (economics) ,General Materials Science ,Sesamum ,Biology (General) ,QD1-999 ,Instrumentation ,Water content ,Mathematics ,nutritional value ,Fluid Flow and Transfer Processes ,sprout length ,biology ,Physics ,Process Chemistry and Technology ,vapor pressure deficit ,General Engineering ,Engineering (General). Civil engineering (General) ,biology.organism_classification ,Sesame seed ,Computer Science Applications ,Chemistry ,sesame sprouts ,Horticulture ,micro-greenhouse ,Germination ,TA1-2040 ,intelligent control ,Intelligent control - Abstract
The demand for fresh and healthy food has been increasing, and different options for growing sprouts have been presented to solve this, such as traditional techniques and cultivation under controlled conditions. However, sprout farming has not explored all the tools available to produce these foods under controlled conditions. This study presents an alternative to produce sesame seed sprouts in a micro-greenhouse applying intelligent control algorithms for vapor pressure deficit. There was an improvement of 56% in the germination percentage, 2.59 in the germination index, 9.7% in the production of proteins, 1.1% in ash and an increase of 77.03 mm in the sprouts’ length collected in the micro-greenhouse in comparison with the traditional technique. This was achieved by maintaining a mean error for soil moisture at 87% and 0.93 kPa for vapor pressure deficit by applying proportional–integral–derivative, fuzzy logic and neural network control algorithms in the micro-greenhouse. The study shows that the nutritional content, the measured germination parameters and the size are improved in sesame sprout production by applying intelligent control algorithms for vapor pressure deficit in a micro-greenhouse.
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- 2021
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19. Diversity, Phylogeny and Plant Growth Promotion Traits of Nodule Associated Bacteria Isolated from Lotus parviflorus
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María J. Lorite, Ricardo Soares, Etelvina Figueira, Isabel Videira E Castro, Juan Sanjuán, and Jesús Trejo
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Microbiology (medical) ,Root nodule ,Lotus ,endophytes ,Rhizobia ,Lysobacter ,rhizobia ,Microbiology ,Bradyrhizobium ,diversity ,03 medical and health sciences ,Virology ,Botany ,Endophytes ,lcsh:QH301-705.5 ,Lotus parviflorus ,030304 developmental biology ,Diversity ,0303 health sciences ,Plant growth promoting rhizobacteria (PGPR) ,biology ,030306 microbiology ,food and beverages ,Bacteroidetes ,biology.organism_classification ,lcsh:Biology (General) ,Rhizobium ,Stenotrophomonas ,plant growth promoting rhizobacteria (PGPR) - Abstract
© 2020 by the authors., Lotus spp. are widely used as a forage to improve pastures, and inoculation with elite rhizobial strains is a common practice in many countries. However, only a few Lotus species have been studied in the context of plant-rhizobia interactions. In this study, forty highly diverse bacterial strains were isolated from root nodules of wild Lotus parviflorus plants growing in two field locations in Portugal. However, only 10% of these isolates could nodulate one or more legume hosts tested, whereas 90% were thought to be opportunistic nodule associated bacteria. Phylogenetic studies place the nodulating isolates within the Bradyrhizobium genus, which is closely related to B. canariense and other Bradyrhizobium sp. strains isolated from genistoid legumes and Ornithopus spp. Symbiotic nodC and nifH gene phylogenies were fully consistent with the taxonomic assignment and host range. The non-nodulating bacteria isolated were alpha- (Rhizobium/Agrobacterium), beta- (Massilia) and gamma-proteobacteria (Pseudomonas, Lysobacter, Luteibacter, Stenotrophomonas and Rahnella), as well as some bacteroidetes from genera Sphingobacterium and Mucilaginibacter. Some of these nodule-associated bacteria expressed plant growth promotion (PGP) traits, such as production of lytic enzymes, antagonistic activity against phytopathogens, phosphate solubilization, or siderophore production. This argues for a potential beneficial role of these L. parviflorus nodule-associated bacteria., Financial support was given by the projects PRODER, PA 54970 and ALT20-45-2015-08.
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- 2020
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20. The Ubiquitin Proteasome System Is a Key Regulator of Pluripotent Stem Cell Survival and Motor Neuron Differentiation
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Bax, Monique, primary, McKenna, Jessie, additional, Do-Ha, Dzung, additional, Stevens, Claire H., additional, Higginbottom, Sarah, additional, Balez, Rachelle, additional, Cabral-da-Silva, Mauricio e Castro, additional, Farrawell, Natalie E., additional, Engel, Martin, additional, Poronnik, Philip, additional, Yerbury, Justin J., additional, Saunders, Darren N., additional, and Ooi, Lezanne, additional
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- 2019
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21. Thermal Image Sensing Model for Robotic Planning and Search
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Edgar A. Martinez-Garcia and Lídice E. Castro Jiménez
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vision ,0209 industrial biotechnology ,Engineering ,Astrophysics::Cosmology and Extragalactic Astrophysics ,02 engineering and technology ,lcsh:Chemical technology ,01 natural sciences ,Biochemistry ,Article ,Analytical Chemistry ,Computer Science::Robotics ,020901 industrial engineering & automation ,Polynomial and rational function modeling ,Control theory ,Position (vector) ,thermal-imaging ,Trigonometric functions ,lcsh:TP1-1185 ,Computer vision ,Electrical and Electronic Engineering ,Instrumentation ,Astrophysics::Galaxy Astrophysics ,vector-field ,robot-planning ,Partial differential equation ,business.industry ,010401 analytical chemistry ,RGB-D ,Function (mathematics) ,Atomic and Molecular Physics, and Optics ,0104 chemical sciences ,Exponential function ,fitting-models ,Nonlinear system ,sensing-model ,Artificial intelligence ,business ,Intensity (heat transfer) - Abstract
This work presents a search planning system for a rolling robot to find a source of infra-red (IR) radiation at an unknown location. Heat emissions are observed by a low-cost home-made IR passive visual sensor. The sensor capability for detection of radiation spectra was experimentally characterized. The sensor data were modeled by an exponential model to estimate the distance as a function of the IR image’s intensity, and, a polynomial model to estimate temperature as a function of IR intensities. Both theoretical models are combined to deduce a subtle nonlinear exact solution via distance-temperature. A planning system obtains feed back from the IR camera (position, intensity, and temperature) to lead the robot to find the heat source. The planner is a system of nonlinear equations recursively solved by a Newton-based approach to estimate the IR-source in global coordinates. The planning system assists an autonomous navigation control in order to reach the goal and avoid collisions. Trigonometric partial differential equations were established to control the robot’s course towards the heat emission. A sine function produces attractive accelerations toward the IR source. A cosine function produces repulsive accelerations against the obstacles observed by an RGB-D sensor. Simulations and real experiments of complex indoor are presented to illustrate the convenience and efficacy of the proposed approach.
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- 2016
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22. Antiproliferative Activity, Antioxidant Capacity and Tannin Content in Plants of Semi-Arid Northeastern Brazil
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Gomes de Melo, Joabe, primary, De Sousa Araújo, Thiago Antônio, additional, Thijan Nobre de Almeida e Castro, Valérium, additional, Lyra de Vasconcelos Cabral, Daniela, additional, Do Desterro Rodrigues, Maria, additional, Carneiro do Nascimento, Silene, additional, Cavalcanti de Amorim, Elba Lúcia, additional, and De Albuquerque, Ulysses Paulino, additional
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- 2010
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23. Use of Hormone Blockers in Transgender Teenagers: A Scoping Review
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M. J. Herrera Jerez, M. E. Castro-Peraza, N. M. Delgado Morales, and A. Arias Rodriguez
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hormone blockers ,transgender teenagers ,dysphoria ,mental health ,nurse ,review ,Nursing ,RT1-120 - Abstract
Hormone blockers are defined as substances that suppress the release of sex hormones, thus inhibiting the development of secondary sexual characteristics in teenagers. There is currently an increase in young people seeking healthcare services due to a mismatch between their birth-assigned gender and their perceived or self-identified gender. In early childhood, individuals are not usually affected by their physical appearance. Dysphoria may arise during the initial stages of adolescence and if the self-perceived gender does not align with the external appearance. This may have a negative impact on adolescents’ mental health. Could the use of hormone blockers have a positive effect on mental health? The primary objective of this review is to assess whether the use of hormone blockers can have positive effects on the mental health of transgender youth. The review also seeks to evaluate the usage of hormone blockers and the diagnosis of gender dysphoria. A literature search of scientific evidence was conducted across various databases—PUBMED, CUIDEN, ELSEVIER, COCHRANE, DIMENSIONS, SCIELO, PSYCINFO, and CINAHL—alongside a review of the latest publications in high-impact scientific journals and the gray literature. The following terms were used: , , , , , , and . A time period was specified, covering the last ten years (2014–2024). The initial search identified a total of 290 references, which were subsequently narrowed down to 5 studies, with 1 additional study retrieved through other methods. The literature findings are clear. They show that the use of hormone blockers in transgender adolescents can be beneficial, as a reduction in mental health issues was observed during and after their use. Mental healthcare in transgender teenagers is of crucial importance to their physical, psychological, social, and academic spheres. It is also very important for their families. Nurses must be aware of this knowledge to improve the care provided to these individuals and their families during the difficult time surrounding decisions about the use of hormone blockers.
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- 2024
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24. m-QAM Receiver Based on Data Stream Spectral Clustering for Optical Channels Dominated by Nonlinear Phase Noise
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Miguel Solarte-Sanchez, David Marquez-Viloria, Andrés E. Castro-Ospina, Erick Reyes-Vera, Neil Guerrero-Gonzalez, and Juan Botero-Valencia
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spectral clustering ,data streaming ,optical communications ,nonlinear phase noise ,Industrial engineering. Management engineering ,T55.4-60.8 ,Electronic computers. Computer science ,QA75.5-76.95 - Abstract
Optical communication systems face challenges like nonlinear noises, particularly Kerr-induced phase noise, which worsens with higher-order m-QAM formats due to their dense data-symbol sets. Advanced signal processing, including machine learning, is increasingly used to enhance signal integrity during demodulation. This paper explores the application of a spectral clustering algorithm adapted to deal with data streaming to mitigate nonlinear noise in long-haul optical channels dominated by nonlinear phase noise, offering a promising solution to a pressing issue. The spectral clustering algorithm was adapted to handle data streams, enabling potential real-time applications. Additionally, it was combined with a demapping process for m-QAM to resolve labeling inconsistencies when processing windowed data. We demonstrate that the spectral clustering algorithm outperforms the k-means algorithm in the face of nonlinear phase noise in −90, −100, and −110 dBc/Hz scenarios at 1 MHz in a simulated 10 GHz symbol rate channel.
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- 2024
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25. Low-Cost Platform Implementation of Discrete Controllers for DC-DC Boost Converter
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Jesús A. González-Castro, Guillermo J. Rubio-Astorga, Martin A. Alarcón-Carbajal, Juan Diego Sánchez-Torres, Modesto Medina-Melendrez, Juan C. Cabanillas-Noris, and David E. Castro-Palazuelos
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implementation of digital control ,microcontroller ,PID ,SMC ,high-level language ,Technology - Abstract
In recent years, various solutions have been developed to control power electronic converters using devices available on the market that are powerful and easy to use. These solutions, in most cases, offer high performance. However, these have high implementation costs because the required devices are expensive. For this reason, this document presents the implementation of two discrete-time controllers widely used in the literature for a boost converter implemented on a low-cost platform. The objective is to obtain a constant voltage at the converter’s output for photovoltaic system applications. The proportional-integral control is implemented as the first case, and the second case is a sliding mode control. In addition, a prior analysis is presented through simulation. Both control algorithms are implemented on the TMS320F28379D microcontroller from Texas Instruments through the same manufacturer’s integrated development software based on an optimized C/C++ language compiler. The results of the non-linear algorithm reveal better performance in reducing the time response, the overshoot of the transient state, and the steady-state error. Finally, the significant economic savings associated with the implementation costs of the controllers tested on a low-cost platform differentiate this work from other similar ones.
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- 2024
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26. Magnetic Resonance Imaging Features of Plantar Vein Thrombosis
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Frederico Celestino Miranda, Adham do Amaral e Castro, Ariadne Moura Obrigon, Alexandre Leme Godoy-Santos, Durval do Carmo Barros Santos, Laercio Alberto Rosemberg, and Atul Kumar Taneja
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DVT ,MRI ,Doppler ,deep venous thrombosis ,foot pain ,metatarsalgia ,Medicine (General) ,R5-920 - Abstract
Plantar vein thrombosis (PVT) is an underdiagnosed condition affecting the deep plantar veins, with challenging clinical diagnosis, often presenting with non-specific symptoms that mimic other foot pathologies. This study assessed the magnetic resonance imaging (MRI) features of patients diagnosed with PVT to contribute to the understanding of this condition. We performed the comprehensive analysis of a substantial dataset, including 112 patients, with a total of 130 positive MRI scans (86 of the forefoot and 44 of the ankle) presenting with PVT. Upon evaluating all the veins of the feet, we observed a higher frequency of involvement of the lateral plantar veins (53.1%) when compared to the medial veins (3.8%). The most affected vascular segments in the forefeet were the plantar metatarsal veins (45.4%), the plantar venous arch (38.5%), and the plantar communicating veins (25.4%). The characteristic findings on MRI were perivascular edema (100%), muscular edema (86.2%), venous ectasia (100%), perivascular enhancement (100%), and intravenous filling defects (97.7%). Our study provides valuable insights into the imaging evaluation of PVT and shows that MRI is a reliable resource for such diagnosis.
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- 2024
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27. pH-Selective Reactions to Selectively Reduce Cancer Cell Proliferation: Effect of CaS Nanostructures in Human Skin Melanoma and Benign Fibroblasts
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Olga M. Rodríguez Martínez, Michelle A. Narváez Ramos, Angeliz A. Soto Acevedo, Carolina C. Colón Colón, Darlene Malavé Ramos, Coral Castro Rivera, and Miguel E. Castro Rosario
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melanoma ,calcium sulfide nanostructures ,extracellular pH ,Therapeutics. Pharmacology ,RM1-950 ,Biochemistry ,QD415-436 - Abstract
An acidic extracellular pH value (pHe) is characteristic of many cancers, in contrast to the physiologic pHe found in most benign cells. This difference in pH offers a unique opportunity to design and engineer chemicals that can be employed for pH-selective reactions in the extracellular fluid of cancer cells. The viability of human skin melanoma and corresponding fibroblasts exposed to CaS dispersions is reported. The viability of melanoma cells decreases with CaS dispersion concentration and reaches 57% at 3%, a value easily distinguishable from melanoma control experiments. In contrast, the viability of benign fibroblasts remains nearly constant within experimental error over the range of dispersion concentrations studied. The CaS dispersions facilitate vinculin delocalization in the cytoplasmic fluid, a result consistent with improved focal adhesion kinase (FAK) regulation in melanoma cells. Thermodynamic considerations are consistent with the formation of H2S from CaS in the presence of protons. The thermodynamic prediction is verified in independent experiments with solid CaS and acidic aqueous solutions. The amount of H2S formed decreases with pH. An activation energy for the process of (30 ± 10) kJ/mol in the temperature range of 280 to 330 K is estimated from initial rate measurements as a function of temperature. The total Gibbs energy minimization approach was employed to establish the distribution of sulfides—including H2S in the gas and aqueous phases—from the dissociation of CaS as a function of pH to mimic physiologically relevant pH values. Theoretical calculations suggest that partially protonated CaS in solution can be stable until the sulfur atom bonds to two hydrogen atoms, resulting in the formation of Ca2+ and H2S, which can be solvated and/or released to the gas phase. Our results are consistent with a model in which CaS is dissociated in the extracellular fluid of melanoma cells selectively. The results are discussed in the context of the potential biomedical applications of CaS dispersions in cancer therapies.
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- 2023
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28. The Impact of the Coronavirus Pandemic on Vaccination Coverage in Latin America and the Caribbean
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Ignacio E. Castro-Aguirre, Dan Alvarez, Marcela Contreras, Silas P. Trumbo, Oscar J. Mujica, Daniel Salas Peraza, and Martha Velandia-González
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coronavirus pandemic ,immunization coverage levels ,diphtheria–tetanus–pertussis-containing vaccine ,vaccination of newborns ,zero-dose children ,health disparities ,Medicine - Abstract
Background: Routine vaccination coverage in Latin America and the Caribbean declined prior to and during the coronavirus pandemic. We assessed the pandemic’s impact on national coverage levels and analyzed whether financial and inequality indicators, immunization policies, and pandemic policies were associated with changes in national and regional coverage levels. Methodology: We compared first- and third-dose coverage of diphtheria–pertussis–tetanus-containing vaccine (DTPcv) with predicted coverages using time series forecast modeling for 39 LAC countries and territories. Data were from the PAHO/WHO/UNICEF Joint Reporting Form. A secondary analysis of factors hypothesized to affect coverages during the pandemic was also performed. Results: In total, 31 of 39 countries and territories (79%) had greater-than-predicted declines in DTPcv1 and DTPcv3 coverage during the pandemic, with 9 and 12 of these, respectively, falling outside the 95% confidence interval. Within-country income inequality (i.e., Gini coefficient) was associated with significant declines in DTPcv1 coverage, and cross-country income inequality was associated with declines in DTPcv1 and DTPcv3 coverages. Observed absolute and relative inequality gaps in DTPcv1 and DTPcv3 coverage between extreme country quintiles of income inequality (i.e., Q1 vs. Q5) were accentuated in 2021, as compared with the 2019 observed and 2021 predicted values. We also observed a trend between school closures and greater-than-predicted declines in DTPcv3 coverage that approached statistical significance (p = 0.06). Conclusion: The pandemic exposed vaccination inequities in LAC and significantly impacted coverage levels in many countries. New strategies are needed to reattain high coverage levels.
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- 2024
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29. Imaging Features of Plantar Vein Thrombosis: An Easily Overlooked Condition in the Differential Diagnosis of Foot Pain
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Frederico Celestino Miranda, Adham do Amaral e Castro, Fábio Brandão Yoshimura, Alexandre Leme Godoy-Santos, Durval do Carmo Barros Santos, Laercio Alberto Rosemberg, and Atul Kumar Taneja
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thrombophlebitis ,deep venous thrombosis ,foot pain ,MRI ,Doppler ,DVT ,Medicine (General) ,R5-920 - Abstract
Plantar vein thrombosis is a venous disorder affecting deep plantar veins that can manifest with non-specific localized pain, plantar foot pain, swelling, and sensation of fullness. Plantar veins are not routinely assessed during sonographic scans for deep venous thrombosis, which makes plantar venous thrombosis a commonly missed diagnosis. This paper provides a comprehensive review of the venous anatomy of the foot and imaging findings of plantar venous thrombosis as well as discusses the current literature on the topic and its differential diagnoses.
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- 2024
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30. Compartmentalized Regulation of Pulmonary and Systemic Inflammation in Critical COVID-19 Patients
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Luciana Santiago, Marcela Helena Gonçalves-Pereira, Mariana Sousa Vieira, Cecilia Gómez Ravetti, Paula Frizera Vassallo, Rafael Silva e Castro, Pedro Pires Costa Pimenta, Marcus Vinícius Melo de Andrade, Helton da Costa Santiago, and Vandack Nobre
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COVID-19 ,SARS-CoV-2 ,cytokines ,chemokines ,lung ,blood ,Microbiology ,QR1-502 - Abstract
Critical COVID-19 has been associated with altered patterns of cytokines. Distinct inflammatory processes in systemic and pulmonary sites have been reported, but studies comparing these two sites are still scarce. We aimed to evaluate the profile of pulmonary and systemic cytokines and chemokines in critically ill COVID-19 patients. Levels of cytokines and chemokines were measured in plasma samples and minibronchoalveolar lavage of critical COVID-19 patients within 48 h and 5–8 days after intubation. Distinct inflammatory processes were observed in the lungs and blood, which were regulated separately. Survivor patients showed higher lung cytokine levels including IFN-γ, IL-2, IL-4, G-CSF, and CCL4, while nonsurvivors displayed higher levels in the blood, which included IL-6, CXCL8, CXCL10, CCL2, and CCL4. Furthermore, our findings indicate that high TNF and CXCL8 levels in the mini-BAL were associated with better lung oxygen exchange capacity, whereas high levels of IFN-γ in plasma were associated with worse lung function, as measured using the PaO2/FiO2 ratio. These results suggest that a robust and localized inflammatory response in the lungs is protective and associated with survival, whereas a systemic inflammatory response is detrimental and associated with mortality in critical COVID-19.
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- 2023
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31. Coamorphous Systems of Valsartan: Thermal Analysis Contribution to Evaluate Intermolecular Interactions Effects on the Structural Relaxation
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Bruno Ekawa, Hermínio P. Diogo, Ricardo A. E. Castro, Flávio J. Caires, and M. Ermelinda S. Eusébio
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valsartan ,coamorphous ,glass transition ,isoconversional kinetics ,TSDC ,Organic chemistry ,QD241-441 - Abstract
Coamorphous formation in binary systems of valsartan (Val) with 4,4′-bipyridine (Bipy) and trimethoprim (Tri) was investigated for mixtures with a mole fraction of 0.16~0.86 of valsartan and evaluated in terms of the glass transition temperature. The glass transition of the systems had a behavior outside the values predicted by the Gordon–Taylor equation, showing that Val-Bipy (hydrogen bonding between the components) had a lower deviation and Val-Tri (ionic bonding between the components) had a higher deviation. Mixtures of compositions 2:1 Val-Bipy and 1:1 Val-Tri were selected for further investigation and verified to be stable, as no crystallization was observed during subsequent heating and cooling programs. For these systems, the effective activation energy during glass transition was evaluated. Compared to pure valsartan, the system with the lower glass transition temperature (Val-Bipy) presented the highest effective activation energy, and the system with the higher glass transition temperature (Val-Tri) presented a lower effective activation energy. The results presented a good correlation between the data obtained from two different techniques to determine the fragility and effective activation energy: non-isothermal kinetic analysis by DSC and TSDC.
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- 2023
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32. On the Evidence of the European Bee-Eater (Merops apiaster) as a Predator of the Yellow-Legged Hornet (Vespa velutina) and Its Possible Contribution as a Biocontrol Agent
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Nuno Onofre, Maria Inês Portugal e Castro, Anabela Nave, Irene San Payo Cadima, Maria Ferreira, and Joana Godinho
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Yellow-legged Hornet ,European Bee-eater ,control measures ,limiting factors ,predation ,Iberian Peninsula ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
The Yellow-legged Hornet (Vespa velutina nigrithorax) (YLH) is an invasive insect that arrived in Europe in 2004 and is now spread across nine countries. It is a threat to the native entomofauna and harmful to beekeeping and agriculture, as it is a ravenous predator of the European Honey Bee (Apis mellifera) and other pollinating species. Its expansion has been unstoppable and all resources are needed to fight against it, including native vertebrate predators. Among these, the European Bee-eater (Merops apiaster) (EBE) is a potential one, but little is known about its predation on YLH. In a study carried out in Portugal, remains of YHL were detected in EBE nesting sites, which, to the best of our knowledge, is the first such report. This means that this bird could be one more agent in the biological control of this pest (although research on predation intensity is still needed), in conjunction with other natural predators and other strategies. In the Iberian Peninsula, both species are allopatric in vast regions, so the role of EBE may be more limited. However, in the rest of Europe, at a country or continent scale, the scenario may be different and sympatry may occur to a greater extent.
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- 2023
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33. Physico-Chemical Quality and Physiological Profiles of Microbial Communities in Freshwater Systems of Mega Manila, Philippines
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Marie Christine M. Obusan, Arizaldo E. Castro, Ren Mark D. Villanueva, Margareth Del E. Isagan, Jamaica Ann A. Caras, and Jessica F. Simbahan
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drinking water ,heavy metals ,emerging pollutants ,microbial communities ,water quality ,Bibliography. Library science. Information resources - Abstract
Studying the quality of freshwater systems and drinking water in highly urbanized megalopolises around the world remains a challenge. This article reports data on the quality of select freshwater systems in Mega Manila, Philippines. Water samples collected between 2020 and 2021 were analyzed for physico-chemical parameters and microbial community metabolic fingerprints, i.e., carbon substrate utilization patterns (CSUPs). The detection of arsenic, lead, cadmium, mercury, polyaromatic hydrocarbons (PAHs), and organochlorine pesticides (OCPs) was carried out using standard chromatography- and spectroscopy-based protocols. Physiological profiles were determined using the Biolog EcoPlate™ system. Eight samples were free of heavy metals, and none contained PAHs or OCPs. Fourteen samples had high microbial activity, as indicated by average well color development (AWCD) and community metabolic diversity (CMD) values. Community-level physiological profiling (CLPP) revealed that (1) samples clustered as groups according to shared CSUPs, and (2) microbial communities in non-drinking samples actively utilized all six substrate classes compared to drinking samples. The data reported here can provide a baseline or a comparator for prospective quality assessments of drinking water and freshwater sources in the region. Metabolic fingerprinting using CSUPs is a simple and cheap phenotypic analysis of microbial communities and their physiological activity in aquatic environments.
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- 2023
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34. Effect of the Croton rhamnifolioides Essential Oil and the Inclusion Complex (OEFC/β-CD) in Antinociceptive Animal Models
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Anita Oliveira Brito Pereira Bezerra Martins, Maria Rayane Correia de Oliveira, Isabel Sousa Alcântara, Lindaiane Bezerra Rodrigues, Francisco Rafael Alves Santana Cesário, Maria Sanadia Alexandre da Silva, Fyama Ferreira e Castro, Emmily Petícia do Nascimento, Thaís Rodrigues de Albuquerque, Lucindo José Quintans Júnior, Adriano Antunes de Souza Araújo, Henrique Douglas Melo Coutinho, Irwin Rose Alencar de Menezes, and Almir Gonçalves Wanderley
- Subjects
Croton rhamnifolioides ,nociception ,cyclodextrins ,complexation ,essential oil ,Chemical technology ,TP1-1185 ,Biochemistry ,QD415-436 - Abstract
This study aims to evaluate the antinociceptive effect of the C. rhamnifolioides leaf essential oil (OEFC) and the β-cyclodextrin inclusion complex (COEFC) and investigate the pain signaling pathways involved in the antinociceptive response. The effects of the OEFC and COEFC on the central nervous system (CNS) were determined by open field and rota-rod assays, and the antinociceptive effect was evaluated via the acetic acid-induced abdominal contortions, formalin, and hot plate models. Swiss (Mus musculus) male mice (20–30 g) were used in both trials. The OEFC (200 mg/kg/v.o-orally) and COEFC (83.5 mg/kg/v.o.) did not present alterations in the CNS. The OEFC (25, 50, 100, and 200 mg/kg/vo.) and COEFC (8.35, 41.75, and 83.5 mg/kg/v.o.) demonstrated antinociceptive effects in the abdominal contortions, formalin, and hot plate tests. The OEFC (25 mg/kg/v.o.) and COEFC (8.35 mg/kg/v.o.) doses showed that the antinociceptive effect involves the activation of the opioid, cholinergic, and vanilloid systems, as well as the L-arginine/NO and α-2 adrenergic receptor pathways. The antinociceptive potential the OEFC and COEFC demonstrate possible alternatives for the therapy of pain. However, the COEFC presented more significant effects at lower doses than the isolated OEFC, where this action may be justified by the properties and advantages of the complexation.
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- 2021
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35. Gene Expression of Aquaporins (AQPs) in Cumulus Oocytes Complex and Embryo of Cattle
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Julieth M. Petano-Duque, Rafael E. Castro-Vargas, Juan S. Cruz-Mendez, Kelly J. Lozano-Villegas, María P. Herrera-Sánchez, Heinner F. Uribe-García, Juan S. Naranjo-Gómez, Rafael J. Otero-Arroyo, and Iang S. Rondón-Barragán
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aquaporins ,embryos ,cumulus oocyte complex ,B. indicus ,B. taurus ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
Aquaporins (AQPs) are proteins with various functions related to proper cell function and early development in mammals. The aim of this study was to evaluate the presence of AQPs and determine their mRNA levels in the cumulus oocyte complex (COC) of four bovine breeds and in blastocysts of five bovine crosses. Grade I, II and III COCs were collected by ovum pick up from non-lactating heifers of the Brahaman, Holstein, Gir and Romosinuano breeds. Embryos were produced in vitro up to the blastocyst stage of the bovine ♀Gir × ♂Holstein, ♀Holstein × ♂Gir, ♀Brahman × ♂Holstein, ♀Holstein × ♂Brahman, and ♀Romosinuano × ♂Holstein crosses. mRNA expression of AQP1-AQP12b was estimated in COC and embryos by real-time-PCR. The presence of the twelve AQPs in the COCs and bovine embryos was established. Additionally, significant differences were determined in the expression of AQP6 and AQP12b in COCs, as well as in transcripts levels of AQP4, AQP8 and AQP9 from bovine embryos. Gene expression of AQPs in COCs and bovine embryos is consistent with the previously described biological functions. This is the first report of AQPs in COC of Gir, Brahman, Holstein and Romosinuano and embryos of five crossbreeds between Bos indicus and B. taurus.
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- 2022
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36. An Output Feedback Discrete-Time Controller for the DC-DC Buck Converter
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Martin A. Alarcón-Carbajal, José E. Carvajal-Rubio, Juan D. Sánchez-Torres, David E. Castro-Palazuelos, and Guillermo J. Rubio-Astorga
- Subjects
DC-DC buck converter ,digital control ,nonlinear PID controller ,robust exact filtering differentiator ,saturated controller ,Technology - Abstract
This paper presents a discrete-time output feedback controller to regulate the output voltage of a DC-DC buck converter. The proposal’s main feature is the application of a discrete-time equivalent of the robust exact filtering differentiator. First, the document exposes a theoretical analysis of the closed-loop system, where it is considered the problem of implementing a real-time differentiator with a good relationship between exactness and noise filtration performance. Hence, secondly, the controller in a laboratory setup is presented. The first experimental results suggest that the proposed controller exhibits good robustness against noise and maintains the asymptotic accuracy, even with saturated control inputs, as in the case of the DC-DC buck converter. Consequently, aiming to verify the features of the proposed method, the controller is validated through multiple experiments, showing satisfactory voltage tracking accuracy, good suppression of instantaneous load and supply voltage disturbances, and robustness against bounded measurement noise.
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- 2022
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37. Dihydrofolate Reductase Inhibitors: The Pharmacophore as a Guide for Co-Crystal Screening
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João A. Baptista, Mário T. S. Rosado, Ricardo A. E. Castro, António O. L. Évora, Teresa M. R. Maria, Manuela Ramos Silva, João Canotilho, and M. Ermelinda S. Eusébio
- Subjects
co-crystal screening ,dihydrofolate reductase inhibitors ,pharmacophore ,trimethoprim ,pyrimethamine ,2,4-diaminopyrimidine ,Organic chemistry ,QD241-441 - Abstract
In this work, co-crystal screening was carried out for two important dihydrofolate reductase (DHFR) inhibitors, trimethoprim (TMP) and pyrimethamine (PMA), and for 2,4-diaminopyrimidine (DAP), which is the pharmacophore of these active pharmaceutical ingredients (API). The isomeric pyridinecarboxamides and two xanthines, theophylline (THEO) and caffeine (CAF), were used as co-formers in the same experimental conditions, in order to evaluate the potential for the pharmacophore to be used as a guide in the screening process. In silico co-crystal screening was carried out using BIOVIA COSMOquick and experimental screening was performed by mechanochemistry and supported by (solid + liquid) binary phase diagrams, infrared spectroscopy (FTIR) and X-ray powder diffraction (XRPD). The in silico prediction of low propensities for DAP, TMP and PMA to co-crystallize with pyridinecarboxamides was confirmed: a successful outcome was only observed for DAP + nicotinamide. Successful synthesis of multicomponent solid forms was achieved for all three target molecules with theophylline, with DAP co-crystals revealing a greater variety of stoichiometries. The crystalline structures of a (1:2) TMP:THEO co-crystal and of a (1:2:1) DAP:THEO:ethyl acetate solvate were solved. This work demonstrated the possible use of the pharmacophore of DHFR inhibitors as a guide for co-crystal screening, recognizing some similar trends in the outcome of association in the solid state and in the molecular aggregation in the co-crystals, characterized by the same supramolecular synthons.
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- 2021
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38. The Nexus between Fire and Soil Bacterial Diversity in the African Miombo Woodlands of Niassa Special Reserve, Mozambique
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Ivete Sandra Alberto Maquia, Paula Fareleira, Isabel Videira e. Castro, Ricardo Soares, Denise R. A. Brito, Aires Afonso Mbanze, Aniceto Chaúque, Cristina Máguas, Obinna T. Ezeokoli, Natasha Sofia Ribeiro, Isabel Marques, and Ana I. Ribeiro-Barros
- Subjects
Miombo ,fire ,16SrRNA ,rhizosphere ,plant growth promoting bacteria ,Brachystegia boehmii ,Biology (General) ,QH301-705.5 - Abstract
(1) Background: the Miombo woodlands comprise the most important vegetation from southern Africa and are dominated by tree legumes with an ecology highly driven by fires. Here, we report on the characterization of bacterial communities from the rhizosphere of Brachystegia boehmii in different soil types from areas subjected to different regimes. (2) Methods: bacterial communities were identified through Illumina MiSeq sequencing (16S rRNA). Vigna unguiculata was used as a trap to capture nitrogen-fixing bacteria and culture-dependent methods in selective media were used to isolate plant growth promoting bacteria (PGPB). PGP traits were analysed and molecular taxonomy of the purified isolates was performed. (3) Results: Bacterial communities in the Miombo rhizosphere are highly diverse and driven by soil type and fire regime. Independent of the soil or fire regime, the functional diversity was high, and the different consortia maintained the general functions. A diverse pool of diazotrophs was isolated, and included symbiotic (e.g., Mesorhizobium sp., Neorhizobium galegae, Rhizobium sp., and Ensifer adhaerens), and non-symbiotic (e.g., Agrobacterium sp., Burkholderia sp., Cohnella sp., Microvirga sp., Pseudomonas sp., and Stenotrophomonas sp.) bacteria. Several isolates presented cumulative PGP traits. (4) Conclusions: Although the dynamics of bacterial communities from the Miombo rhizosphere is driven by fire, the maintenance of high levels of diversity and functions remain unchanged, constituting a source of promising bacteria in terms of plant-beneficial activities such as mobilization and acquisition of nutrients, mitigation of abiotic stress, and modulation of plant hormone levels.
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- 2021
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39. Evaluation of Tissue and Circulating miR-21 as Potential Biomarker of Response to Chemoradiotherapy in Rectal Cancer
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Susana Ourô, Cláudia Mourato, Marisa P. Ferreira, Diogo Albergaria, André Cardador, Rui E. Castro, Rui Maio, and Cecília M. P. Rodrigues
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biomarkers ,miR-21 ,chemoradiotherapy ,rectal cancer ,therapy response ,tumor regression grade ,Medicine ,Pharmacy and materia medica ,RS1-441 - Abstract
Response to chemoradiotherapy (CRT) in patients with locally advanced rectal cancer (RC) is quite variable and it is urgent to find predictive biomarkers of response. We investigated miR-21 as tissue and plasma biomarker of response to CRT in a prospective cohort of RC patients; The expression of miR-21 was analyzed in pre- and post-CRT rectal tissue and plasma in 37 patients with RC. Two groups were defined: Pathological responders (TRG 0, 1 and 2) and non-responders (TRG 3). The association between miR-21, clinical and oncological outcomes was assessed; miR-21 was upregulated in tumor tissue and we found increased odds of overexpression in pre-CRT tumor tissue (OR: 1.63; 95% CI: 0.40–6.63, p = 0.498) and pre-CRT plasma (OR: 1.79; 95% CI: 0.45–7.19, p = 0.414) of non-responders. The overall recurrence risk increased with miR-21 overexpression in pre-CRT tumor tissue (HR: 2.175, p = 0.37); Significantly higher miR-21 expression is observed in tumor tissue comparing with non-neoplastic. Increased odds of non-response is reported in patients expressing higher miR-21, although without statistical significance. This is one of the first studies on circulating miR-21 as a potential biomarker of response to CRT in RC patients.
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- 2020
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40. Foliar Glycine Betaine or Hydrogen Peroxide Sprays Ameliorate Waterlogging Stress in Cape Gooseberry
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Nicolas E. Castro-Duque, Cristhian C. Chávez-Arias, and Hermann Restrepo-Díaz
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hypoxia ,leaf gas exchange ,waterlogging tolerance ,organic compound ,plant growth ,Physalis peruviana L. ,Botany ,QK1-989 - Abstract
Exogenous glycine betaine (GB) or hydrogen peroxide (H2O2) application has not been explored to mitigate waterlogging stress in Andean fruit trees. The objective of this study was to evaluate foliar GB or H2O2 application on the physiological behavior of Cape gooseberry plants under waterlogging. Two separate experiments were carried out. In the first trial, the treatment groups were: (1) plants without waterlogging and with no foliar applications, (2) plants with waterlogging and without foliar applications, and (3) waterlogged plants with 25, 50, or 100 mM of H2O2 or GB, respectively. The treatments in the second trial were: (1) plants without waterlogging and with no foliar applications, (2) plants with waterlogging and without foliar applications, and (3) waterlogged plants with 100 mM of H2O2 or GB, respectively. In the first experiment, plants with waterlogging and with exogenous GB or H2O2 applications at a dose of 100 mM showed higher leaf water potential (−0.5 Mpa), dry weight (1.0 g), and stomatal conductance (95 mmol·m−2·s−1) values. In the second experiment, exogenously supplied GB or H2O2 also increased the relative growth rate, and leaf photosynthesis mitigating waterlogging stress. These results show that short-term GB or H2O2 supply can be a tool in managing waterlogging in Cape gooseberry.
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- 2020
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41. Anti-Inflammatory and Physicochemical Characterization of the Croton rhamnifolioides Essential Oil Inclusion Complex in β-Cyclodextrin
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Anita Oliveira Brito Pereira Bezerra Martins, Almir Gonçalves Wanderley, Isabel Sousa Alcântara, Lindaiane Bezerra Rodrigues, Francisco Rafael Alves Santana Cesário, Maria Rayane Correia de Oliveira, Fyama Ferreira e Castro, Thaís Rodrigues de Albuquerque, Maria Sanadia Alexandre da Silva, Jaime Ribeiro-Filho, Henrique Douglas Melo Coutinho, Paula Passos Menezes, Lucindo José Quintans-Júnior, Adriano Antunes de Souza Araújo, Marcello Iriti, Jackson Roberto Guedes da Silva Almeida, and Irwin Rose Alencar de Menezes
- Subjects
Croton rhamnifolioides ,cyclodextrin ,inflammation ,Biology (General) ,QH301-705.5 - Abstract
Croton rhamnifolioides is used in popular medicine for the treatment of inflammatory diseases. The objective of this study was to characterize and evaluate the anti-inflammatory effect of C. rhamnifolioides essential oil complexed in β-cyclodextrin (COEFC). The physicochemical characterization of the complexes was performed using different physical methods. The anti-inflammatory activity was evaluated in vivo by ear edema, paw edema, cotton pellet-induced granuloma, and vascular permeability by Evans blue extravasation. The mechanism of action was validated by molecular docking of the major constituent into the cyclooxygenase-2 (COX-2 enzyme). All doses of the COEFC reduced acute paw edema induced by carrageenan and dextran, as well as vascular permeability. Our results suggest the lowest effective dose of all samples inhibited the response induced by histamine or arachidonic acid as well as the granuloma formation. The complexation process showed that the pharmacological effects were maintained, however, showing similar results using much lower doses. The results demonstrated an involvement of the inhibition of pathways dependent on eicosanoids and histamine. Complexation of β-cyclodextrin/Essential oil (β-CD/EO) may present an important tool in the study of new compounds for the development of anti-inflammatory drugs.
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- 2020
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42. Fluorescence and Docking Studies of the Interaction between Human Serum Albumin and Pheophytin
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Otávio Augusto Chaves, Ana Paula de O. Amorim, Larissa H. E. Castro, Carlos Mauricio R. Sant’Anna, Márcia C. C. de Oliveira, Dari Cesarin-Sobrinho, José Carlos Netto-Ferreira, and Aurélio B. B. Ferreira
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Talinum triangulare ,pheophytin ,human serum albumin ,fluorescence spectroscopy ,docking ,Organic chemistry ,QD241-441 - Abstract
In the North of Brazil (Pará and Amazonas states) the leaves of the plant Talinum triangulare (popular: cariru) replace spinach as food. From a phytochemical point of view, they are rich in compounds of the group of pheophytins. These substances, related to chlorophyll, have photophysical properties that give them potential application in photodynamic therapy. Human serum albumin (HSA) is one of the main endogenous vehicles for biodistribution of molecules by blood plasma. Association constants and thermodynamic parameters for the interaction of HSA with pheophytin from Talinum triangulare were studied by UV-Vis absorption, fluorescence techniques, and molecular modeling (docking). Fluorescence quenching of the HSA’s internal fluorophore (tryptophan) at temperatures 296 K, 303 K, and 310 K, resulted in values for the association constants of the order of 104 L∙mol−1, indicating a moderate interaction between the compound and the albumin. The negative values of ΔG° indicate a spontaneous process; ΔH° = 15.5 kJ∙mol−1 indicates an endothermic process of association and ΔS° = 0.145 kJ∙mol−1∙K−1 shows that the interaction between HSA and pheophytin occurs mainly by hydrophobic factors. The observed Trp fluorescence quenching is static: there is initial non-fluorescent association, in the ground state, HSA:Pheophytin. Possible solution obtained by a molecular docking study suggests that pheophytin is able to interact with HSA by means of hydrogen bonds with three lysine and one arginine residues, whereas the phytyl group is inserted in a hydrophobic pocket, close to Trp-214.
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- 2015
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43. The Ubiquitin Proteasome System Is a Key Regulator of Pluripotent Stem Cell Survival and Motor Neuron Differentiation
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Monique Bax, Jessie McKenna, Dzung Do-Ha, Claire H. Stevens, Sarah Higginbottom, Rachelle Balez, Mauricio e Castro Cabral-da-Silva, Natalie E. Farrawell, Martin Engel, Philip Poronnik, Justin J. Yerbury, Darren N. Saunders, and Lezanne Ooi
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ubiquitin ,ubiquitinomics ,UBA1 ,induced pluripotent stem cell ,motor neuron ,motor neurone disease ,amyotrophic lateral sclerosis ,Cytology ,QH573-671 - Abstract
The ubiquitin proteasome system (UPS) plays an important role in regulating numerous cellular processes, and a dysfunctional UPS is thought to contribute to motor neuron disease. Consequently, we sought to map the changing ubiquitome in human iPSCs during their pluripotent stage and following differentiation to motor neurons. Ubiquitinomics analysis identified that spliceosomal and ribosomal proteins were more ubiquitylated in pluripotent stem cells, whilst proteins involved in fatty acid metabolism and the cytoskeleton were specifically ubiquitylated in the motor neurons. The UPS regulator, ubiquitin-like modifier activating enzyme 1 (UBA1), was increased 36-fold in the ubiquitome of motor neurons compared to pluripotent stem cells. Thus, we further investigated the functional consequences of inhibiting the UPS and UBA1 on motor neurons. The proteasome inhibitor MG132, or the UBA1-specific inhibitor PYR41, significantly decreased the viability of motor neurons. Consistent with a role of the UPS in maintaining the cytoskeleton and regulating motor neuron differentiation, UBA1 inhibition also reduced neurite length. Pluripotent stem cells were extremely sensitive to MG132, showing toxicity at nanomolar concentrations. The motor neurons were more resilient to MG132 than pluripotent stem cells but demonstrated higher sensitivity than fibroblasts. Together, this data highlights the important regulatory role of the UPS in pluripotent stem cell survival and motor neuron differentiation.
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- 2019
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44. Antioxidant Capacity and Phenolic Content of Caesalpinia pyramidalis Tul. and Sapium glandulosum (L.) Morong from Northeastern Brazil
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Carlos Henrique Tabosa Pereira da Silva, Tadeu José da Silva Peixoto Sobrinho, Valérium Thijan Nobre de Almeida e Castro, Danielle da Cunha Amaral Lima, and Elba Lúcia Cavalcanti de Amorim
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Caesalpinia pyramidalis ,DPPH assay ,FIC assay ,Phenolic compounds ,Sapium glandulosum ,Organic chemistry ,QD241-441 - Abstract
The aims of this study were to quantify the phenolic content and evaluate the antioxidant potential of extracts from the bark and leaves of C. pyramidalis and S. glandulosum. The total phenolic content (TPC) and total tannin content (TTC) were determined using the Folin-Ciocalteu method, and the total flavonoids content (TFC) was measured via complexation with aluminum chloride. The antioxidant activity was evaluated with DPPH (2.2-diphenyl-1-picrylhydrazyl) and FIC (ferrous ion chelating) assays. The TPC ranged between 135.55 ± 9.85 and 459.79 ± 11.65 tannic acid equivalents (TAE) in mg/g material (mg TAE/g). The leaves of both species contained high levels of tannins and flavonoids. The crude ethanol extracts (CEE) from the bark of C. pyramidalis showed high antioxidant activity when compared to ascorbic acid and rutin, whereas the CEE from the leaves was more efficient in chelating ferrous ions. C. pyramidalis had very high phenolic content and anti-radical activity, which indicates a need for further studies aimed at the purification and identification of compounds responsible for the antioxidant activity.
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- 2011
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45. A Novelty System for Biotization of Plant Microshoots and Collection of Natural Compounds
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Mário Rui da Costa Basílio e Castro, Carla Ragonezi, Paulo Guilherme Leandro de Oliveira, and Maria Amely Zavattieri
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biotechnology ,biotization ,chemical analysis ,double-phase medium ,phenolic compounds ,liquid chromatography—diode array detector—mass spectrometry ,Biology (General) ,QH301-705.5 - Abstract
An in vitro plant microshoot culture system composed of two phases; a liquid phase overlaid by a floating solid phase, which is described in detail herein. This system is designed to enable the extraction of natural compounds released/disseminated into the liquid phase during root growth, thus facilitating their processing and biochemical characterization. The solid phase holds the plant afloat and enables the simultaneous culture of a microorganism, yet avoiding its penetration into the liquid phase, where the roots are submerged. Both phases can be independently formulated as required for growth optimization of both organisms. Considering the closed system and known variables described in this patent, applications of the described method include testing with pesticides, herbicides, and other similar products.
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- 2019
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46. Development and Implementation of an Intraoral Device for Occlusal Stability during Sports Performance: A Case Report
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Diana Silva, Joaquim Mendes, Jorge de Azevedo e Castro, Daniel Ferreira, André Moreira, Miguel Pais Clemente, and Mário Vasconcelos
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intraoral devices ,occlusal stability ,sports dentistry ,sports performance ,Dentistry ,RK1-715 - Abstract
Introduction: Sports dentistry assumes a clinical relevance, not only in the prevention of orofacial trauma by the use of mouthguards, but also with the development of intraoral devices that aim to provide greater occlusal stability, as well as a greater balance in the level of certain structures of the cranio-cervical-mandibular complex. In this way, the dentistry can have an intervention action on sports performance. Objectives: The objective of this research was to verify the existence of a correlation between occlusal stability and an eventual balance of some facial structures during sports performance using a specially developed Occlusal Stability Sports Performance Device. Methodology: An individualized mandibular intraoral device was manufactured and evaluated on an athlete canoeing. Infrared thermography was the complementary diagnostic method used for this purpose. Results: Greater symmetry of certain regions of interest of the cranio-cervico-mandibular complex was observed with the implementation of the Occlusal Stability Sports Performance Device. These areas were the anterior temporal muscle, the masseter muscle and the temporomandibular joint. No asymmetry decrease was found in the anterior triangle region of the neck. Conclusion: The use of this type of intraoral devices may allow greater occlusal stability and consequent balance of anatomical structures constituting the cranio-cervical-mandibular complex. Infrared thermography is an effective diagnostic tool for studying the results of the intraoral device on the cranio-cervico-mandibular complex use during canoeing.
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- 2018
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47. Antiproliferative Activity, Antioxidant Capacity and Tannin Content in Plants of Semi-Arid Northeastern Brazil
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Silene Carneiro do Nascimento, Elba Lúcia Cavalcanti de Amorim, Ulysses Paulino de Albuquerque, Maria do Desterro Rodrigues, Thiago Antônio de Sousa Araújo, Valérium Thijan Nobre de Almeida e Castro, Daniela Lyra de Vasconcelos Cabral, and Joabe Gomes de Melo
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Caatinga ,antiproliferative ,antioxidant ,tannin ,Organic chemistry ,QD241-441 - Abstract
The objective of this study was to evaluate antiproliferative activity, antioxidant capacity and tannin content in plants from semi-arid northeastern Brazil (Caatinga). For this study, we selected 14 species and we assayed the methanol extracts for antiproliferative activity against the HEp-2 (laryngeal cancer) and NCI-H292 (lung cancer) cell lines using the (3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyltetrazole) (MTT) method. In addition, the antioxidant activity was evaluated with the DPPH (2,2-diphenyl-2-picrylhydrazyl) assay, and the tannin content was determined by the radial diffusion method. Plants with better antioxidant activity (expressed in a dose able to decrease the initial DPPH concentration by 50%, or IC50) and with higher levels of tannins were: Poincianella pyramidalis (42.95 ± 1.77 µg/mL IC50 and 8.17 ± 0.64 tannin content), Jatropha mollissima (54.09 ± 4.36µg/mL IC50 and 2.35 ± 0.08 tannin content) and Anadenanthera colubrina (73.24 ± 1.47 µg/mL IC50 and 4.41 ± 0.47 tannin content). Plants with enhanced antiproliferative activity (% living cells) were Annona muricata (24.94 ± 0.74 in NCI-H292), Lantana camara (25.8 ± 0.19 in NCI-H292), Handroanthus impetiginosus (41.8 ± 0.47 in NCI-H292) and Mentzelia aspera (45.61 ± 1.94 in HEp-2). For species with better antioxidant and antiproliferative activities, we suggest future in vitro and in vivo comparative studies with other pharmacological models, and to start a process of purification and identification of the possible molecule(s) responsible for the observed pharmacological activity. We believe that the flora of Brazilian semi-arid areas can be a valuable source of plants rich in tannins, cytotoxic compounds and antioxidant agents.
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- 2010
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48. Lower Energy-Demanding Extraction of Bioactive Triterpene Acids by Microwave as the First Step towards Biorefining Residual Olive Skin.
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Gómez-Cruz I, Contreras MDM, Romero I, and Castro E
- Abstract
In the olive oil industry, a pit fraction is collected from olive pomace and split into a clean pit fraction and a residual olive skin-rich fraction, which does not an industrial application. Therefore, in this work, microwave-assisted extraction (MAE) was applied to obtain high-value triterpene acids (maslinic acid and oleanolic acid) from this biomass using the renewable solvent ethanol. The response surface methodology was used to gain a deeper understanding of how the solvent (ethanol-water, 50-100% v / v ), time (4-30 min), and temperature (50-120 °C) affect the extraction performance, as well as the energy required for the process. The effect of milling was also studied and the solid-to-liquid ratio was also evaluated, and overall, a good compromise was found at 10% ( w / v ) using the raw sample (unmilled biomass). The optimised conditions were applied to residual olive skin sourced from various industries, yielding up to 5.1 g/100 g and 2.2 g/100 g dry biomass for maslinic acid and oleanolic acid, respectively. In conclusion, the residual olive skin is a promising natural source of these triterpene acids, which can be extracted using MAE, releasing extracted solids rich in polymeric carbohydrates and lignin that can be valorised under a holistic biorefinery process.
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- 2024
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49. Antimicrobial Activity of Green Synthesized Silver and Copper Oxide Nanoparticles against the Foodborne Pathogen Campylobacter jejuni .
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Rivera-Mendoza D, Quiñones B, Huerta-Saquero A, and Castro-Longoria E
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Campylobacter jejuni is a major cause of global foodborne illnesses. To develop alternative antimicrobial strategies against C. jejuni , this study designed and optimized the green synthesis of metallic nanoparticles (NPs) with intracellular components of the medicinal fungus Ganoderma sessile to provide the needed reducing and stabilizing agents. NPs were characterized by transmission electron microscopy and dynamic light scattering, and the quasi-spherical NPs had sizes of 2.9 ± 0.9 nm for the copper oxide NPs and 14.7 ± 0.6 nm for the silver NPs. Surface charge assessment revealed zeta potentials of -21.0 ± 6.5 mV and -24.4 ± 7.9 mV for the copper oxide and silver NPs, respectively. The growth inhibition of C. jejuni by the NPs occurred through attachment to the outer cell membrane and subsequent intracellular internalization and resulted in minimum inhibitory concentrations of the silver NPs at 6 µg/mL and copper oxide NPs at 10 µg/mL. On the other hand, a differential ROS production caused by silver and copper NPs was observed. In summary, this research presents the first demonstration of using green synthesis with the medicinal fungus G. sessile to produce metallic NPs that effectively inhibit C. jejuni growth, providing a sustainable and effective approach to the traditional use of antimicrobials.
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- 2024
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50. A Predictive Model of the Start of Annual Influenza Epidemics.
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Castro Blanco E, Dalmau Llorca MR, Aguilar Martín C, Carrasco-Querol N, Gonçalves AQ, Hernández Rojas Z, Coma E, and Fernández-Sáez J
- Abstract
Influenza is a respiratory disease that causes annual epidemics during cold seasons. These epidemics increase pressure on healthcare systems, sometimes provoking their collapse. For this reason, a tool is needed to predict when an influenza epidemic will occur so that the healthcare system has time to prepare for it. This study therefore aims to develop a statistical model capable of predicting the onset of influenza epidemics in Catalonia, Spain. Influenza seasons from 2011 to 2017 were used for model training, and those from 2017 to 2018 were used for validation. Logistic regression, Support Vector Machine, and Random Forest models were used to predict the onset of the influenza epidemic. The logistic regression model was able to predict the start of influenza epidemics at least one week in advance, based on clinical diagnosis rates of various respiratory diseases and meteorological variables. This model achieved the best punctual estimates for two of three performance metrics. The most important variables in the model were the principal components of bronchiolitis rates and mean temperature. The onset of influenza epidemics can be predicted from clinical diagnosis rates of various respiratory diseases and meteorological variables. Future research should determine whether predictive models play a key role in preventing influenza.
- Published
- 2024
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