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1.
Mar Biol ; 169(6): 78, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35607419

RESUMO

The protective carapace of Skogsbergia lerneri, a marine ostracod, is scratch-resistant and transparent. The compositional and structural organisation of the carapace that underlies these properties is unknown. In this study, we aimed to quantify and determine the distribution of chemical elements and chitin within the carapace of adult ostracods, as well as at different stages of ostracod development, to gain insight into its composition. Elemental analyses included X-ray absorption near-edge structure, X-ray fluorescence and X-ray diffraction. Nonlinear microscopy and spectral imaging were performed to determine chitin distribution within the carapace. High levels of calcium (20.3%) and substantial levels of magnesium (1.89%) were identified throughout development. Amorphous calcium carbonate (ACC) was detected in carapaces of all developmental stages, with the polymorph, aragonite, identified in A-1 and adult carapaces. Novel chitin-derived second harmonic generation signals (430/5 nm) were detected. Quantification of relative chitin content within the developing and adult carapaces identified negligible differences in chitin content between developmental stages and adult carapaces, except for the lower chitin contribution in A-2 (66.8 ± 7.6%) compared to A-5 (85.5 ± 10%) (p = 0.03). Skogsbergia lerneri carapace calcium carbonate composition was distinct to other myodocopid ostracods. These calcium polymorphs and ACC are described in other biological transparent materials, and with the consistent chitin distribution throughout S. lerneri development, may imply a biological adaptation to preserve carapace physical properties. Realisation of S. lerneri carapace synthesis and structural organisation will enable exploitation to manufacture biomaterials and biomimetics with huge potential in industrial and military applications.

2.
In Vitro Cell Dev Biol Anim ; 56(9): 760-772, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-33034828

RESUMO

Primary crustacean cell culture was introduced in the 1960s, but to date limited cell lines have been established. Skogsbergia lerneri is a myodocopid ostracod, which has a body enclosed within a thin, durable, transparent bivalved carapace, through which the eye can see. The epidermal layer lines the inner surface of the carapace and is responsible for carapace synthesis. The purpose of the present study was to develop an in vitro epidermal tissue and cell culture method for S. lerneri. First, an optimal environment for the viability of this epidermal tissue was ascertained, while maintaining its cell proliferative capacity. Next, a microdissection technique to remove the epidermal layer for explant culture was established and finally, a cell dissociation method for epidermal cell culture was determined. Maintenance of sterility, cell viability and proliferation were key throughout these processes. This novel approach for viable S. lerneri epidermal tissue and cell culture augments our understanding of crustacean cell biology and the complex biosynthesis of the ostracod carapace. In addition, these techniques have great potential in the fields of biomaterial manufacture, the military and fisheries, for example, in vitro toxicity testing.


Assuntos
Técnicas de Cultura de Células/métodos , Crustáceos/citologia , Células Epidérmicas/citologia , Exoesqueleto/citologia , Animais , Proliferação de Células , Sobrevivência Celular , Crustáceos/ultraestrutura , Desinfecção , Células Epidérmicas/ultraestrutura , Microdissecção , Microtomografia por Raio-X
3.
Nat Protoc ; 15(1): 181, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31705126

RESUMO

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

5.
Malar J ; 18(1): 428, 2019 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-31852499

RESUMO

BACKGROUND: Sample size calculations for cluster randomized trials are a recognized methodological challenge for malaria research in pre-elimination settings. Positively correlated responses from the participants in the same cluster are a key feature in the estimated sample size required for a cluster randomized trial. The degree of correlation is measured by the intracluster correlation coefficient (ICC) where a higher coefficient suggests a closer correlation hence less heterogeneity within clusters but more heterogeneity between clusters. METHODS: Data on uPCR-detected Plasmodium falciparum and Plasmodium vivax infections from a recent cluster randomized trial which aimed at interrupting malaria transmission through mass drug administrations were used to calculate the ICCs for prevalence and incidence of Plasmodium infections. The trial was conducted in four countries in the Greater Mekong Subregion, Laos, Myanmar, Vietnam and Cambodia. Exact and simulation approaches were used to estimate ICC values for both the prevalence and the incidence of parasitaemia. In addition, the latent variable approach to estimate ICCs for the prevalence was utilized. RESULTS: The ICCs for prevalence ranged between 0.001 and 0.082 for all countries. The ICC from the combined 16 villages in the Greater Mekong Subregion were 0.26 and 0.21 for P. falciparum and P. vivax respectively. The ICCs for incidence of parasitaemia ranged between 0.002 and 0.075 for Myanmar, Cambodia and Vietnam. There were very high ICCs for incidence in the range of 0.701 to 0.806 in Laos during follow-up. CONCLUSION: ICC estimates can help researchers when designing malaria cluster randomized trials. A high variability in ICCs and hence sample size requirements between study sites was observed. Realistic sample size estimates for cluster randomized malaria trials in the Greater Mekong Subregion have to assume high between cluster heterogeneity and ICCs. This work focused on uPCR-detected infections; there remains a need to develop more ICC references for trials designed around prevalence and incidence of clinical outcomes. Adequately powered trials are critical to estimate the benefit of interventions to malaria in a reliable and reproducible fashion. TRIAL REGISTRATION: ClinicalTrials.govNCT01872702. Registered 7 June 2013. Retrospectively registered. https://clinicaltrials.gov/ct2/show/NCT01872702.


Assuntos
Antimaláricos/administração & dosagem , Malária Falciparum/prevenção & controle , Malária Vivax/prevenção & controle , Administração Massiva de Medicamentos/estatística & dados numéricos , Camboja/epidemiologia , Humanos , Incidência , Laos/epidemiologia , Malária Falciparum/epidemiologia , Malária Vivax/epidemiologia , Mianmar/epidemiologia , Plasmodium falciparum/efeitos dos fármacos , Plasmodium vivax/efeitos dos fármacos , Prevalência , Ensaios Clínicos Controlados Aleatórios como Assunto , Vietnã/epidemiologia
6.
Nat Protoc ; 14(11): 3033-3058, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31628445

RESUMO

V2a interneurons are located in the hindbrain and spinal cord, where they provide rhythmic input to major motor control centers. Many of the phenotypic properties and functions of excitatory V2a interneurons have yet to be fully defined. Definition of these properties could lead to novel regenerative therapies for traumatic injuries and drug targets for chronic degenerative diseases. Here we describe how to produce V2a interneurons from mouse and human pluripotent stem cells (PSCs), as well as strategies to characterize and mature the cells for further analysis. The described protocols are based on a sequence of small-molecule treatments that induce differentiation of PSCs into V2a interneurons. We also include a detailed description of how to phenotypically characterize, mature, and freeze the cells. The mouse and human protocols are similar in regard to the sequence of small molecules used but differ slightly in the concentrations and durations necessary for induction. With the protocols described, scientists can expect to obtain V2a interneurons with purities of ~75% (mouse) in 7 d and ~50% (human) in 20 d.


Assuntos
Interneurônios/citologia , Neurogênese , Células-Tronco Pluripotentes/citologia , Animais , Técnicas de Cultura de Células/métodos , Linhagem Celular , Humanos , Camundongos
8.
J Biophotonics ; 12(5): e201800376, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30578592

RESUMO

Second harmonic generation (SHG) microscopy is widely used to image collagen fiber microarchitecture due to its high spatial resolution, optical sectioning capabilities and relatively nondestructive sample preparation. Quantification of SHG images requires sensitive methods to capture fiber alignment. This article presents a two-dimensional discrete Fourier transform (DFT)-based method for collagen fiber structure analysis from SHG images. The method includes integrated periodicity plus smooth image decomposition for correction of DFT edge discontinuity artefact, avoiding the loss of peripheral image data encountered with more commonly used windowing methods. Outputted parameters are as follows: the collagen fiber orientation distribution, aligned collagen content and the degree of collagen fiber dispersion along the principal orientation. We demonstrate its application to determine collagen microstructure in the human optic nerve head, showing its capability to accurately capture characteristic structural features including radial fiber alignment in the innermost layers of the bounding sclera and a circumferential collagen ring in the mid-stromal tissue. Higher spatial resolution rendering of individual lamina cribrosa beams within the nerve head is also demonstrated. Validation of the method is provided in the form of correlative results from wide-angle X-ray scattering and application of the presented method to other fibrous tissues.


Assuntos
Colágeno/metabolismo , Análise de Fourier , Processamento de Imagem Assistida por Computador/métodos , Microscopia , Disco Óptico/diagnóstico por imagem , Citoesqueleto de Actina/metabolismo , Animais , Artefatos , Humanos , Disco Óptico/citologia , Ratos , Cauda , Tendões/diagnóstico por imagem
9.
Sci Rep ; 8(1): 1813, 2018 01 29.
Artigo em Inglês | MEDLINE | ID: mdl-29379036

RESUMO

Low coherence laser interferometry has revolutionised quantitative biomedical imaging of optically transparent structures at cellular resolutions. We report the first optical recording of neuronal excitation at cellular resolution in the inner retina by quantifying optically recorded stimulus-evoked responses from the retinal ganglion cell layer and comparing them with an electrophysiological standard. We imaged anaesthetised paralysed tree shrews, gated image acquisition, and used numerical filters to eliminate noise arising from retinal movements during respiratory and cardiac cycles. We observed increases in contrast variability in the retinal ganglion cell layer and nerve fibre layer with flash stimuli and gratings. Regions of interest were subdivided into three-dimensional patches (up to 5-15 µm in diameter) based on response similarity. We hypothesise that these patches correspond to individual cells, or segments of blood vessels within the inner retina. We observed a close correlation between the patch optical responses and mean electrical activity of the visual neurons in afferent pathway. While our data suggest that optical imaging of retinal activity is possible with high resolution OCT, the technical challenges are not trivial.


Assuntos
Retina/fisiologia , Tomografia de Coerência Óptica/métodos , Animais , Feminino , Interferometria/métodos , Masculino , Fibras Nervosas/fisiologia , Imagem Óptica/métodos , Células Ganglionares da Retina/fisiologia , Musaranhos
10.
Int J Pharm ; 536(1): 283-291, 2018 Jan 30.
Artigo em Inglês | MEDLINE | ID: mdl-29198808

RESUMO

Self-emulsifying drug delivery systems, commonly used for oral delivery of poorly soluble compounds, were used to formulate water soluble but moisture labile compounds for rectal application. The objective was to use the oily phase of the system to formulate a liquid, non-aqueous product while obtaining the advantages of self-emulsification, rapid contact with the rectal mucosa and rapid absorption post-administration. Ceftriaxone was used as a model drug and the human bile salt sodium chenodeoxycholate was used as an absorption enhancer. After preliminary screening of 23 excipients, based on their emulsification ability and emulsion fineness in binary and ternary mixtures, a full factorial design was used to screen different formulations of three preselected excipients. The optimal formulation contained 60% of excipients, namely Capryol 90, Kolliphor EL and Kolliphor PS20 in 4 : 6 : 6 ratio and 40% of a powder blend that included 500 mg of ceftriaxone. Characterization of the system showed that it complied with the requirements for rectal administration, in particular rapid emulsification in a small quantity of liquid. Rabbit bioavailability showed rapid absorption of ceftriaxone, achieving 128% bioavailability compared to powder control formulation. These results demonstrated the potential of self-emulsifying formulations for rectal administration of Class 3 BCS drugs.


Assuntos
Emulsões/química , Suspensões/química , Água/química , Administração Oral , Administração Retal , Animais , Disponibilidade Biológica , Ceftriaxona/administração & dosagem , Ceftriaxona/química , Química Farmacêutica/métodos , Sistemas de Liberação de Medicamentos/métodos , Emulsões/administração & dosagem , Excipientes/química , Masculino , Óleos/química , Pós/administração & dosagem , Pós/química , Coelhos , Solubilidade/efeitos dos fármacos , Suspensões/administração & dosagem
11.
Invest Ophthalmol Vis Sci ; 58(4): 2106-2116, 2017 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-28395026

RESUMO

Purpose: The presence of fibrillin-rich elastic fibers in the cornea has been overlooked in recent years. The aim of the current study was to elucidate their functional role using a mouse model for Marfan syndrome, defective in fibrillin-1, the major structural component of the microfibril bundles that constitute most of the elastic fibers. Methods: Mouse corneas were obtained from animals with a heterozygous fibrillin-1 mutation (Fbn1+/-) and compared to wild type controls. Corneal thickness and radius of curvature were calculated using optical coherence tomography microscopy. Elastic microfibril bundles were quantified and visualized in three-dimensions using serial block face scanning electron microscopy. Transmission electron microscopy was used to analyze stromal ultrastructure and proteoglycan distribution. Center-to-center average interfibrillar spacing was determined using x-ray scattering. Results: Fbn1+/- corneas were significantly thinner than wild types and displayed a higher radius of curvature. In the Fbn1+/- corneas, elastic microfibril bundles were significantly reduced in density and disorganized compared to wild-type controls, in addition to containing a higher average center-to-center collagen interfibrillar spacing in the center of the cornea. No other differences were detected in stromal ultrastructure or proteoglycan distribution between the two groups. Proteoglycan side chains appeared to colocalize with the microfibril bundles. Conclusions: Elastic fibers have an important, multifunctional role in the cornea as highlighted by the differences observed between Fbn1+/- and wild type animals. We contend that the presence of normal quantities of structurally organized elastic fibers are required to maintain the correct geometry of the cornea, which is disrupted in Marfan syndrome.


Assuntos
Córnea/ultraestrutura , Tecido Elástico/ultraestrutura , Síndrome de Marfan/diagnóstico , Animais , Córnea/metabolismo , DNA/genética , Análise Mutacional de DNA , Modelos Animais de Doenças , Fibrilina-1/genética , Fibrilina-1/metabolismo , Síndrome de Marfan/genética , Síndrome de Marfan/metabolismo , Camundongos , Camundongos Mutantes , Microfibrilas/ultraestrutura , Microscopia Eletrônica de Varredura , Microscopia Eletrônica de Transmissão , Mutação , Tomografia de Coerência Óptica
12.
PLoS One ; 11(9): e0162001, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27588683

RESUMO

Retinal and intra-retinal layer thicknesses are routinely generated from optical coherence tomography (OCT) images, but on-board software capabilities and image scaling assumptions are not consistent across devices. This study evaluates the device-independent Iowa Reference Algorithms (Iowa Institute for Biomedical Imaging) for automated intra-retinal layer segmentation and image scaling for three OCT systems. Healthy participants (n = 25) underwent macular volume scans using a Cirrus HD-OCT (Zeiss), 3D-OCT 1000 (Topcon), and a non-commercial long-wavelength (1040nm) OCT on two occasions. Mean thickness of 10 intra-retinal layers was measured in three ETDRS subfields (fovea, inner ring and outer ring) using the Iowa Reference Algorithms. Where available, total retinal thicknesses were measured using on-board software. Measured axial eye length (AEL)-dependent scaling was used throughout, with a comparison made to the system-specific fixed-AEL scaling. Inter-session repeatability and agreement between OCT systems and segmentation methods was assessed. Inter-session coefficient of repeatability (CoR) for the foveal subfield total retinal thickness was 3.43µm, 4.76µm, and 5.98µm for the Zeiss, Topcon, and long-wavelength images respectively. For the commercial software, CoR was 4.63µm (Zeiss) and 7.63µm (Topcon). The Iowa Reference Algorithms demonstrated higher repeatability than the on-board software and, in addition, reliably segmented all 10 intra-retinal layers. With fixed-AEL scaling, the algorithm produced significantly different thickness values for the three OCT devices (P<0.05), with these discrepancies generally characterized by an overall offset (bias) and correlations with axial eye length for the foveal subfield and outer ring (P<0.05). This correlation was reduced to an insignificant level in all cases when AEL-dependent scaling was used. Overall, the Iowa Reference Algorithms are viable for clinical and research use in healthy eyes imaged with these devices, however ocular biometry is required for accurate quantification of OCT images.


Assuntos
Retina/diagnóstico por imagem , Tomografia de Coerência Óptica/métodos , Adulto , Algoritmos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Retina/anatomia & histologia , Software , Adulto Jovem
13.
Artigo em Inglês | MEDLINE | ID: mdl-27023321

RESUMO

Implementing safety science {a term adopted by the authors which incorporates both patient safety and human factors (Sherwood, G. (2011). Integrating quality and safety science in nursing education and practice. Journal of Research in Nursing, 16(3), 226-240. doi: 10.1177/1744987111400960)} into healthcare programmes is a major challenge facing healthcare educators worldwide (National Advisory Group on the Safety of Patients in England, 2013; World Health Organisation, 2009). Patient safety concerns relating to human factors have been well-documented over the years, and the root cause(s) of as many as 65-80 % of these events are linked to human error (Dunn et al., 2007; Reason, 2005). This paper will describe how safety science education was embedded into a pre-registration nursing programme at a large UK university. The authors argue that the processes described in this paper, may be successfully applied to other pre-registration healthcare programmes in addition to nursing.


Assuntos
Educação em Enfermagem , Ergonomia , Segurança do Paciente , Gestão da Segurança , Currículo , Implementação de Plano de Saúde , Humanos , Garantia da Qualidade dos Cuidados de Saúde , Reino Unido , Universidades
14.
Biophys J ; 109(8): 1592-9, 2015 Oct 20.
Artigo em Inglês | MEDLINE | ID: mdl-26488650

RESUMO

The cornea is the primary refractive lens in the eye and transmits >90% of incident visible light. It has been suggested that the development of postoperative corneal haze could be due to an increase in light scattering from activated corneal stromal cells. Quiescent keratocytes are thought to produce crystallins that match the refractive index of their cytoplasm to the surrounding extracellular material, reducing the amount of light scattering. To test this, we measured the refractive index (RI) of bovine corneal stromal cells, using quantitative phase imaging of live cells in vitro, together with confocal microscopy. The RI of quiescent keratocytes (RI = 1.381 ± 0.004) matched the surrounding matrix, thus supporting the hypothesis that keratocyte cytoplasm does not scatter light in the normal cornea. We also observed that the RI drops after keratocyte activation (RI = 1.365 ± 0.003), leading to a mismatch with the surrounding intercellular matrix. Theoretical scattering models showed that this mismatch would reduce light transmission in the cornea. We conclude that corneal transparency depends on the matching of refractive indices between quiescent keratocytes and the surrounding tissue, and that after surgery or wounding, the resulting RI mismatch between the activated cells and their surrounds significantly contributes to light scattering.


Assuntos
Substância Própria/fisiologia , Substância Própria/efeitos da radiação , Imagem Óptica/métodos , Espalhamento de Radiação , Animais , Bovinos , Tamanho Celular , Células Cultivadas , Ceratócitos da Córnea/fisiologia , Ceratócitos da Córnea/efeitos da radiação , Substância Própria/citologia , Citoplasma/fisiologia , Citoplasma/efeitos da radiação , Microscopia Confocal , Modelos Biológicos , Células Estromais/fisiologia
15.
Malar J ; 14: 312, 2015 Aug 12.
Artigo em Inglês | MEDLINE | ID: mdl-26259952

RESUMO

BACKGROUND: A stenogamous colony of Anopheles cracens (A. dirus B) established 20 years ago in a Thai insectary proved susceptible to Plasmodium vivax. However, routine sporozoite production by feeding on field-collected blood samples has not been described. The setting-up of an A. cracens colony in an insectary on the Thai-Myanmar border and the process of using P. vivax field samples for the production of infectious sporozoites are described. METHODS: The colony was started in 2012 from egg batches that were sent from the Department of Parasitology, Faculty of Medicine, University of Chiang Mai, to the Shoklo Malaria Research Unit (SMRU), on wet filter paper in sealed Petri dishes. From May 2013 to December 2014, P. vivax-infected blood samples collected from patients seeking care at SMRU clinics were used for membrane feeding assays and sporozoite production. RESULTS: Mosquitoes were fed on blood samples from 55 patients, and for 38 (69 %) this led to the production sporozoites. The average number of sporozoites obtained per mosquito was 26,112 (range 328-79,310). Gametocytaemia was not correlated with mosquito infectiousness (p = 0.82), or with the number of the sporozoites produced (Spearman's ρ = -0.016, p = 0.905). Infectiousness did not vary with the date of collection or the age of the patient. Mosquito survival was not correlated with sporozoite load (Spearman's ρ = 0.179, p = 0.282). CONCLUSION: Consistent and routine P. vivax sporozoites production confirms that A. cracens is highly susceptible to P. vivax infection. Laboratory-bred colonies of this vector are suitable for experimental transmission protocols and thus constitute a valuable resource.


Assuntos
Animais de Laboratório , Anopheles , Pesquisa Biomédica , Plasmodium vivax/fisiologia , Esporozoítos/fisiologia , Animais , Animais de Laboratório/parasitologia , Animais de Laboratório/fisiologia , Anopheles/parasitologia , Anopheles/fisiologia , Pesquisa Biomédica/métodos , Pesquisa Biomédica/normas , Cruzamento , Feminino , Masculino
16.
Ground Water ; 53(6): 872-6, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25676159

RESUMO

The design of wells beneath streams and floodplains has often employed with tall standpipes to prevent incursion of surface water into the well during flood events. Here, an approach has been presented to minimise the infrastructure demands in these environments by sealing the well top (e.g., prevent water entering the well) and monitor the total pressure in the water column using an absolute (non-vented) pressure transducer. The sealed well design was tested using a laboratory experiment where the total pressure responses were monitored in both an unsealed and sealed well, while the water level was varied. It is observed that, whether the well is sealed or not, the total pressure at a given depth in the aquifer will be equal to that within the well. This indicates that the sealed well design is a viable alternative to tall standpipes and also facilitates installation of wells beneath streams and floodplains.


Assuntos
Monitoramento Ambiental/instrumentação , Pressão , Poços de Água , Monitoramento Ambiental/métodos , Rios
17.
J R Soc Interface ; 12(104): 20140717, 2015 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-25631562

RESUMO

It is thought that corneal surface topography may be stabilized by the angular orientation of out-of plane lamellae that insert into the anterior limiting membrane. In this study, micro-focus X-ray scattering data were used to obtain quantitative information about lamellar inclination (with respect to the corneal surface) and the X-ray scatter intensity throughout the depth of the cornea from the centre to the temporal limbus. The average collagen inclination remained predominantly parallel to the tissue surface at all depths. However, in the central cornea, the spread of inclination angles was greatest in the anterior-most stroma (reflecting the increased lamellar interweaving in this region), and decreased with tissue depth; in the peripheral cornea inclination angles showed less variation throughout the tissue thickness. Inclination angles in the deeper stroma were generally higher in the peripheral cornea, suggesting the presence of more interweaving in the posterior stroma away from the central cornea. An increase in collagen X-ray scatter was identified in a region extending from the sclera anteriorly until about 2 mm from the corneal centre. This could arise from the presence of larger diameter fibrils, probably of scleral origin, which are known to exist in this region. Incorporation of this quantitative information into finite-element models will further improve the accuracy with which they can predict the biomechanical response of the cornea to pathology and refractive procedures.


Assuntos
Colágeno/química , Córnea/diagnóstico por imagem , Córnea/fisiologia , Idoso , Idoso de 80 Anos ou mais , Fenômenos Biomecânicos , Topografia da Córnea , Feminino , Humanos , Masculino , Membranas Artificiais , Pessoa de Meia-Idade , Radiografia , Espalhamento de Radiação , Esclera/patologia , Difração de Raios X , Raios X
18.
Artigo em Inglês | MEDLINE | ID: mdl-26737137

RESUMO

We present a machine learning based approach to automatically detect and segment cells in phase contrast images. The proposed method consists of a multi-stage classification scheme based on random forest (RF) classifier. Both low level and mid level image features are used to determine meaningful cell regions. Pixel-wise RF classification is first carried out to categorize pixels into 4 classes (dark cell, bright cell, halo artifact, and background) and generate a probability map for cell regions. K-means clustering is then applied on the probability map to group similar pixels into candidate cell regions. Finally, cell validation is performed by another RF to verify the candidate cell regions. The proposed method has been tested on U2-OS human osteosarcoma phase contrast images. The experimental results show better performance of the proposed method with precision 92.96% and recall 96.63% compared to a state-of-the-art segmentation technique.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Aprendizado de Máquina , Microscopia de Contraste de Fase , Algoritmos , Artefatos , Linhagem Celular Tumoral , Análise por Conglomerados , Humanos , Razão Sinal-Ruído
19.
Sch Psychol Q ; 29(3): 349-359, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25089335

RESUMO

Student perceptions of school climate represent the ways students feel about the school environment. These include perceptions regarding safety, teaching and learning, and relationships within the school. It has been found that student perceptions of school climate are positively correlated with academic achievement (Brookover et al., 1978), and negatively correlated with risky behaviors (Bandyopadhyay, Cornell, & Konold, 2009; Bayar & Ucanok, 2012; Wang, Berry, & Swearer, 2013). The Georgia Brief School Climate Inventory (GaBSCI) is a measure of student perceptions of school climate. The brevity of the 9-item instrument makes it ideal as a general measure that can be used to monitor student perceptions of school climate. The survey was anonymously administered to 130,968 sixth- and eighth-grade students in the state of Georgia. Cronbach's alpha for the scale was 0.71. Exploratory and confirmatory factor analyses verified the scale's structure. Student perceptions of climate from the GaBSCI varied based on race/ethnicity, gender, and grade. Additional support for the construct validity of the GaBSCI was obtained based on its relationships with several behaviors related to bullying, and the moderating effects of grade and gender on these relationships. Implications for research and practice are discussed.


Assuntos
Bullying/psicologia , Relações Interpessoais , Percepção , Instituições Acadêmicas , Meio Social , Estudantes/psicologia , Adolescente , Etnicidade , Análise Fatorial , Feminino , Humanos , Masculino , Apoio Social , Inquéritos e Questionários
20.
Bioinformatics ; 30(23): 3440-2, 2014 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-25150250

RESUMO

MOTIVATION: Experimental reproducibility is fundamental to the progress of science. Irreproducible research decreases the efficiency of basic biological research and drug discovery and impedes experimental data reuse. A major contributing factor to irreproducibility is difficulty in interpreting complex experimental methodologies and designs from written text and in assessing variations among different experiments. Current bioinformatics initiatives either are focused on computational research reproducibility (i.e. data analysis) or laboratory information management systems. Here, we present a software tool, ProtocolNavigator, which addresses the largely overlooked challenges of interpretation and assessment. It provides a biologist-friendly open-source emulation-based tool for designing, documenting and reproducing biological experiments. AVAILABILITY AND IMPLEMENTATION: ProtocolNavigator was implemented in Python 2.7, using the wx module to build the graphical user interface. It is a platform-independent software and freely available from http://protocolnavigator.org/index.html under the GPL v2 license.


Assuntos
Projetos de Pesquisa , Software , Documentação , Nanopartículas/análise , Neoplasias/química , Reprodutibilidade dos Testes
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