Spectral clustering independent component analysis for tissue classification from brain MRI

A spectral angle based feature extraction method, Spectral Clustering Independent Component Analysis (SC-ICA), is proposed in this work to improve the brain tissue classification from Magnetic Resonance Images (MRI). SC-ICA provides equal priority to global and local features; thereby it tries to resolve the inefficiency of conventional approaches in abnormal tissue extraction. First, input multispectral MRI is divided into different clusters by a spectral distance based clustering. Then, Independent Component Analysis (ICA) is applied on the clustered data, in conjunction with Support Vector Machines (SVM) for brain tissue analysis. Normal and abnormal datasets, consisting of real and synthetic T1-weighted, T2-weighted and proton density/fluid-attenuated inversion recovery images, were used to evaluate the performance of the new method. Comparative analysis with ICA based SVM and other conventional classifiers established the stability and efficiency of SC-ICA based classification, especially in reproduction of small abnormalities. Clinical abnormal case analysis demonstrated it through the highest Tanimoto Index/accuracy values, 0.75/98.8%, observed against ICA based SVM results, 0.17/96.1%, for reproduced lesions. Experimental results recommend the proposed method as a promising approach in clinical and pathological studies of brain diseases

Wavelet based Independent Component Analysis for Multispectral Brain Tissue Classification

Multispectral analysis is a promising approach in tissue classification and abnormality detection from Magnetic Resonance (MR) images. But instability in accuracy and reproducibility of the classification results from conventional techniques keeps it far from clinical applications. Recent studies proposed Independent Component Analysis (ICA) as an effective method for source signals separation from multispectral MR data. However, it often fails to extract the local features like small abnormalities, especially from dependent real data. A multisignal wavelet analysis prior to ICA is proposed in this work to resolve these issues. Best de-correlated detail coefficients are combined with input images to give better classification results. Performance improvement of the proposed method over conventional ICA is effectively demonstrated by segmentation and classification using k-means clustering. Experimental results from synthetic and real data strongly confirm the positive effect of the new method with an improved Tanimoto index/Sensitivity values, 0.884/93.605, for reproduced small white matter lesions

SOCIAL CONSCIOUSNESS IN POST-INDEPENDENT HINDI POETRY (I947-I970)

HINDI

Mythological Elements in the Post Independent Hindi Dramas (l947- I975)

HINDI

Characterization and applications of two protease enzymes obtained by culture dependent and independent approaches from mangrove sediments

Soil community genomics or metagenomics is employed in this study to analyze the evolutionary related - ness of mangrove microbial community. The metagenomic DNA was isolated from mangrove sediment and 16SrDNA was amplified using universal primers. The amplicons were ligated into pTZ57R/T cloning vector and transformed onto E. coli JM109 host cells. The recombinant plasmids were isolated from positive clones and the insert was confirmed by its reamplification. The amplicons were subjected to Amplified Ribosomal DNA Restriction Analysis (ARDRA) using three different tetra cutter restriction enzymes namely Sau3A1, Hha1 and HpaII. The 16SrDNA insert were sequenced and their identity was determined. The sequences were submitted to NCBI database and accession numbers obtained. The phylo - genetic tree was constructed based on Neighbor-Joining technique. Clones belonged to two major phyla of the bacterial domain, namely Firmicutes and Proteobacteria, with members of Firmicutes predominating. The microbial diversity of the mangrove sediment was explored in this manner.

Studies of cap-independent mRNA translation in Drosophila melanogaster

Control of protein synthesis is a key step in the regulation of gene expression during apoptosis and the heat shock response. Under such conditions, cap-dependent translation is impaired and Internal Ribosome Entry Site (IRES)-dependent translation plays a major role in mammalian cells. Although the role of IRES-dependent translation during apoptosis has been mainly studied in mammals, its role in the translation of Drosophila apoptotic genes has not been yet studied. The observation that the Drosophila mutant embryos for the cap-binding protein, the eukaryotic initiation factor eIF4E, exhibits increased apoptosis in correlation with up-regulated proapoptotic gene reaper (rpr) transcription constitutes the first evidence for the existence of a cap-independent mechanism for the translation of Drosophila proapoptotic genes. The mechanism of translation of rpr and other proapoptotic genes was investigated in this work. We found that the 5 UTR of rpr mRNA drives translation in an IRES-dependent manner. It promotes the translation of reporter RNAs in vitro either in the absence of cap, in the presence of cap competitors, or in extracts derived from heat shocked and eIF4E mutant embryos and in vivo in cells transfected with reporters bearing a non functional cap structure, indicating that cap recognition is not required in rpr mRNA for translation. We also show that rpr mRNA 5 UTR exhibits a high degree of similarity with that of Drosophila heat shock protein 70 mRNA (hsp70), an antagonist of apoptosis, and that both are able to conduct IRES-mediated translation. The proapoptotic genes head involution defective (hid) and grim, but not sickle, also display IRES activity. Studies of mRNA association to polysomes in embryos indicate that both rpr, hsp70, hid and grim endogenous mRNAs are recruited to polysomes in embryos in which apoptosis or thermal stress was induced. We conclude that hsp70 and, on the other hand, rpr, hid and grim which are antagonizing factors during apoptosis, use a similar mechanism for protein synthesis. The outcome for the cell would thus depend on which protein is translated under a given stress condition. Factors involved in the differential translation driven by these IRES could play an important role. For this purpose, we undertook the identification of the ribonucleoprotein (RNP) complexes assembled onto the 5 UTR of rpr mRNA. We established a tobramycin-affinity-selection protocol that allows the purification of specific RNP that can be further analyzed by mass spectrometry. Several RNA binding proteins were identified as part of the rpr 5 UTR RNP complex, some of which have been related to IRES activity. The involvement of one of them, the La antigen, in the translation of rpr mRNA, was established by RNA-crosslinking experiments using recombinant protein and rpr 5 UTR and by the analysis of the translation efficiency of reporter mRNAs in Drosophila cells after knock down of the endogenous La by RNAi experiments. Several uncharacterized proteins were also identified, suggesting that they might play a role during translation, during the assembly of the translational machinery or in the priming of the mRNA before ribosome recognition. Our data provide evidence for the involvement of La antigen in the translation of rpr mRNA and set a protocol for purification of tagged-RNA-protein complexes from cytoplasmic extracts. To further understand the mechanisms of translation initiation in Drosophila, we analyzed the role of eIF4B on cap-dependent and cap-independent translation. We showed that eIF4B is mostly involved in cap-, but not IRES-dependent translation as it happens in mammals.

Regression analysis of compositional data when both the dependent variable and independent variable are components

It is well known that regression analyses involving compositional data need special attention because the data are not of full rank. For a regression analysis where both the dependent and independent variable are components we propose a transformation of the components emphasizing their role as dependent and independent variables. A simple linear regression can be performed on the transformed components. The regression line can be depicted in a ternary diagram facilitating the interpretation of the analysis in terms of components. An exemple with time-budgets illustrates the method and the graphical features

Evaluación de impacto nutricional del programa Centros Infantiles de Cultura Productiva (CICP) Tocancipá 2010.

Introducción: El programa Centros Infantiles de Cultura Productiva (CICP), es propio de Tocancipá, a cargo de la Gerencia de Desarrollo Social Municipal, consiste en centros de atención a niños de 5 a 12 años, SISBEN 1 y 2 que reciben apoyo nutricional y en tareas escolares, dentro de las iniciativas mundiales de desarrollo del Milenio, el Plan Nacional de Desarrollo 2006-2010 y el Plan de Desarrollo Municipal 2008-2011. Metodología: Estudio pre-experimental postest con grupo de comparación para evaluar estado nutricional, de niños del programa CICP en la zona centro del municipio en 2010, evaluó 286 escolares con indicadores antropométricos Talla/Edad, IMC/Edad según los patrones OMS 2007. Clasificación nutricional determinada mediante z score con el software Anthro Plus, prueba t para poblaciones independientes, en software SPSS 15. Resultados: Prevalencia de riesgo de talla baja para la edad 28,7%, de talla baja para la edad 12,9%, sobrepeso 12,6%, obesos 2,4%, riesgo de delgadez 15% p y delgadez el 2,8%, en el total de las observaciones. Análisis de menú ofrecido en el programa CICP en un día de observación evidencia aporte del 100% de requerimientos diarios, sin considerar el consumo de alimentos de cada niño en el hogar. Conclusiones: No existe diferencia estadísticamente significativa entre los grupos. La prevalencia de obesidad en el grupo beneficiario del CICP es 3,9% vs. 1,3% en grupo control, relacionado con aportes nutricionales, lo que contrasta con la proporción de delgadez del 4,7% en grupo CICP vs 1,3% en grupo control. Es necesario realizar un estudio de seguimiento para confirmar hallazgos del presente estudio.

Marroc : aquest país de contrasts i d'encant alhora. 'Marruecos : este país de contrastes y de encanto a la vez'.

Durante el curso escolar 2001-2002 la autora realizó una visita de estudios a Marruecos para intentar comprender mejor al colectivo de alumnos de su centro escolar procedente de Marruecos, su historia, sus costumbres, sus elementos culturales y educativos, para buscar puntos en común entre ambas culturas y para dar respuestas a las necesidades de todo el alumnado, atendiendo a la diversidad del aula.

COMP1205 W1 Independent Learning and Using Your Time

An introduction to learning at University

Lupus nephritis in colombians: Contrasts and comparisons with other populations

Lupus nephritis (LN) is one of the most serious complications of systemic lupus erythematosus (SLE) since it is the major predictor of poor prognosis. The purpose of this study was to examine the clinical and immunological characteristics associated with LN development during the course of SLE in Colombians. Therefore, patients with SLE followed at five different referral centers in Medellin, Bogota, and Cali were included in this cross-sectional and multicenter study. Factors influencing LN were assessed by conditional logistic regression analysis, adjusting by gender, age at onset, duration of disease, and city of origin. The entire sample population included 467 patients, of whom 51% presented with LN. The presence of anti-dsDNA antibodies (adjusted odds ratio (AOR), 2.06; 95% confidence interval (CI), 1.16–3.65), pleuritis (AOR, 3.82; 95% CI, 1.38–10.54), and hypertension (AOR, 2.63; 95% CI, 1.23–5.62) were positively associated with LN, whereas the presence of anti-La antibodies was a protective factor against LN development (AOR, 0.4; 95% CI, 0.19–0.85). A review of literature on LN in different populations is made. The identified clinical- and laboratory-associated factors would assist earlier diagnosis and guide decisions on therapeutic interventions on this critical and frequent complication of SLE.

Provisional coverage for independent workers

The study examines how, from the traditional work of the independent artisan, we have moved to autonomous work integrated within networks of specialized businesses. This modality is owed not only to the manner in which labor is organized today, to government stimuli, to actions of multilaterals, but also to unemployment. With the purpose of humanizing independent work and rationalizing business costs, an intermediate category of autonomous worker has been created; the semi-dependent who moves between legal freedom and economic independence. The administration, for its part, focuses on broadening social coverage, not always developed for bureaucratic reasons, which is connected to the low density of contributions from the autonomous workers. The challenge put forth is that of provisional coverage for the independents, which is possible whenever citizens participate to resolve social inequality, resulting from the lack of job opportunities, low purchasing power and educational level. 

El desarrollo de la atención en estudiantes brasileños de la educación primaria y secundaria

El presente estudio tuvo como objetivo investigar eldesarrollo de la atención en estudiantes de la enseñanzaprimaria y secundaria de la ciudad de Natal (RN),Brasil. Participaron del estudio 561 sujetos, con edadesentre siete y catorce años, que fueron evaluados por elTest de Atención por Cancelación, con el propósito deinvestigar los mecanismos atencionales. En términosde la precisión y la velocidad en las tareas que evalúanla selectividad y alternancia, se constató que la curvade rendimiento de los participantes presentó un patrónascendente en función del nivel de escolaridad. Estavariable fue responsable por los contrastes estadísticamentesignificativos (p < 0.05) con respecto al desempeñode los participantes, lo cual sugiere que el patrónascendente constatado se encuentra apoyado en el nivelde escolaridad y en el desarrollo neurológico. En relacióncon la atención selectiva y alternada, se verificóun aumento significativo en el rendimiento en los tresprimeros grados de la enseñanza primaria. Con respectoa la atención selectiva, se observó estabilización delos resultados en los tres últimos años de la enseñanzasecundaria, lo que apunta al estabelecimiento de unameseta en el desarrollo de este mecanismo atencional.Por otro lado, en relación con la alternancia, no hubouna estabilización en el desempeño, y esto sugiere continuidaddel patrón ascendente, ya que en el grupo deedad en cuestión todavía están por ocurrir importantesprocesos de maduración y de desarrollo neurológico enla atención ejecutiva.

Child-initiated learning : hundreds of ideas for independent learning in the early years.

El aprendizaje independiente y las actividades promovidas por los niños son los principios de la estimulación temprana. Por ello, se aportan muchas ideas que ayudan a desarrollar un entorno donde se celebre este aprendizaje independiente y donde los niños asuman la responsabilidad de planificar y organizar sus propias actividades.