Hypotheses, rationale, design, and methods for prognostic evaluation in type 2 diabetic patients with angiographically normal coronary arteries. The MASS IV-DM Trial

Background: The MASS IV-DM Trial is a large project from a single institution, the Heart Institute (InCor), University of Sao Paulo Medical School, Brazil to study ventricular function and coronary arteries in patients with type 2 diabetes mellitus. Methods/Design: The study will enroll 600 patients with type 2 diabetes who have angiographically normal ventricular function and coronary arteries. The goal of the MASS IV-DM Trial is to achieve a long-term evaluation of the development of coronary atherosclerosis by using angiograms and coronary-artery calcium scan by electron-beam computed tomography at baseline and after 5 years of follow-up. In addition, the incidence of major cardiovascular events, the dysfunction of various organs involved in this disease, particularly microalbuminuria and renal function, will be analyzed through clinical evaluation. In addition, an effort will be made to investigate in depth the presence of major cardiovascular risk factors, especially the biochemical profile, metabolic syndrome inflammatory activity, oxidative stress, endothelial function, prothrombotic factors, and profibrinolytic and platelet activity. An evaluation will be made of the polymorphism as a determinant of disease and its possible role in the genesis of micro- and macrovascular damage. Discussion: The MASS IV-DM trial is designed to include diabetic patients with clinically suspected myocardial ischemia in whom conventional angiography shows angiographically normal coronary arteries. The result of extensive investigation including angiographic follow-up by several methods, vascular reactivity, pro-thrombotic mechanisms, genetic and biochemical studies may facilitate the understanding of so-called micro- and macrovascular disease of DM.

Age-related deregulation of Aire and peripheral tissue antigen genes in the thymic stroma of non-obese diabetic (NOD) mice is associated with autoimmune type 1 diabetes mellitus (DM-1)

Gene expression of peripheral tissue antigens (PTAs) in stromal medullary thymic epithelial cells (mTECs) is a key process to the negative selection of autoreactive thymocytes. This phenomenon was termed ""promiscuous gene expression"" (PGE), which is partially controlled by the Aire gene. Nevertheless, reasons for the correlation of Aire and PTAs with the emergence of autoimmune diseases are largely unknown, though it may be a result of a chronological effect. Although the effect of Aire mutations in pathogenic autoimmunity is well know, it could not be a unique cause for autoimmunity. Independently of mutations, temporal deregulation of Aire expression may imbalance Aire-dependent PTAs and/or wide PGE. This deregulation may be an early warning sign for autoimmune diseases as it guarantees autoantigen representation in the thymus. To assess this hypothesis, we studied the expression levels of Aire, Aire-dependent (Ins2) and Aire-independent (Gad67 and Col2a1) PTAs using real-time-PCR of the thymic stromal cells of NOD mice during the development of autoimmune type 1 diabetes mellitus (DM-1). Wide PGE was studied by microarrays in which the PTA genes were identified through parallel CD80(+) mTEC 3.10 cell line expression profiling. The results show that Aire gene was down-regulated in young pre-autoimmune (pre-diabetic) NOD mice. PGE and specific PTA genes were down-regulated in adult autoimmune diabetic animals. These findings represent evidence indicating that chronological deregulation of genes important to negative selection may be associated with the development of an autoimmune disease (DM-1) in mice.

Kdd, semma crisp-dm: a parallel overviee

In the last years there has been a huge growth and consolidation of the Data Mining field. Some efforts are being done that seek the establishment of standards in the area. Included on these efforts there can be enumerated SEMMA and CRISP-DM. Both grow as industrial standards and define a set of sequential steps that pretends to guide the implementation of data mining applications. The question of the existence of substantial differences between them and the traditional KDD process arose. In this paper, is pretended to establish a parallel between these and the KDD process as well as an understanding of the similarities between them.

KDD, SEMMA and CRISP-DM: a parallel overview

In the last years there has been a huge growth and consolidation of the Data Mining field. Some efforts are being done that seek the establishment of standards in the area. Included on these efforts there can be enumerated SEMMA and CRISP-DM. Both grow as industrial standards and define a set of sequential steps that pretends to guide the implementation of data mining applications. The question of the existence of substantial differences between them and the traditional KDD process arose. In this paper, is pretended to establish a parallel between these and the KDD process as well as an understanding of the similarities between them.

Using data mining for prediction of hospital length of stay: an application of the CRISP-DM Methodology

Hospitals are nowadays collecting vast amounts of data related with patient records. All this data hold valuable knowledge that can be used to improve hospital decision making. Data mining techniques aim precisely at the extraction of useful knowledge from raw data. This work describes an implementation of a medical data mining project approach based on the CRISP-DM methodology. Recent real-world data, from 2000 to 2013, were collected from a Portuguese hospital and related with inpatient hospitalization. The goal was to predict generic hospital Length Of Stay based on indicators that are commonly available at the hospitalization process (e.g., gender, age, episode type, medical specialty). At the data preparation stage, the data were cleaned and variables were selected and transformed, leading to 14 inputs. Next, at the modeling stage, a regression approach was adopted, where six learning methods were compared: Average Prediction, Multiple Regression, Decision Tree, Artificial Neural Network ensemble, Support Vector Machine and Random Forest. The best learning model was obtained by the Random Forest method, which presents a high quality coefficient of determination value (0.81). This model was then opened by using a sensitivity analysis procedure that revealed three influential input attributes: the hospital episode type, the physical service where the patient is hospitalized and the associated medical specialty. Such extracted knowledge confirmed that the obtained predictive model is credible and with potential value for supporting decisions of hospital managers.

Implantación de POS DM en una cadena de tiendas de ropa

En este documento queremos reflejar la situación inicial de la empresa en cuanto a su forma de recopilar la información de ventas de las tiendas e integrarla en el sistema ERP, así como establecer las modificaciones necesarias en el flujo actual para realizar este proceso mediante el uso de POSDM.

The curcumin analog DM-1 induces apoptotic cell death in melanoma

The main difficulty in the successful treatment of metastatic melanoma is that this type of cancer is known to be resistant to chemotherapy. Chemotherapy remains the treatment of choice, and dacarbazine (DTIC) is the best standard treatment. The DM-1 compound is a curcumin analog that possesses several curcumin characteristics, such as antiproliferative, antitumor, and antimetastatic properties. The objective of this study was to evaluate the signaling pathways involved in melanoma cell death after treatment with DM-1 compared to the standard agent for melanoma treatment, DTIC. Cell death was evaluated by flow cytometry for annexin V and iodide propide, cleaved caspase 8, and TNF-R1 expression. Hoechst 33342 staining was evaluated by fluorescent microscopy; lipid peroxidation and cell viability (MTT) were evaluated by colorimetric assays. The antiproliferative effects of the drugs were evaluated by flow cytometry for cyclin D1 and Ki67 expression. Mice bearing B16F10 melanoma were treated with DTIC, DM-1, or both therapies. DM-1 induced significant apoptosis as indicated by the presence of cleaved caspase 8 and an increase in TNF-R1 expression in melanoma cells. Furthermore, DM-1 had antiproliferative effects in this the same cell line. DTIC caused cell death primarily by necrosis, and a smaller melanoma cell population underwent apoptosis. DTIC induced oxidative stress and several physiological changes in normal melanocytes, whereas DM-1 did not significantly affect the normal cells. DM-1 antitumor therapy in vivo showed tumor burden decrease with DM-1 monotherapy or in combination with DTIC, besides survival rate increase. Altogether, these data confirm DM-1 as a chemotherapeutic agent with effective tumor control properties and a lower incidence of side effects in normal cells compared to DTIC.

Bcl-2 family proteins and cytoskeleton changes involved in DM-1 cytotoxic effect on melanoma cells

Melanoma is one of the most aggressive types of skin cancer and its incidence rate is still increasing. All existing treatments are minimally effective. Consequently, new therapeutic agents for melanoma treatment should be developed. The DM-1 compound is a curcumin analog that possesses several curcumin characteristics, such as antiproliferative, antitumor, and anti-metastatic properties. The aim of this study was to evaluate the different signaling pathways involved in the cytotoxic effect of DM-1 on melanoma cells. The apoptotic process and cytoskeletal changes were evaluated by immunoblotting and immunofluorescence, respectively, in melanoma cells. After DM-1 treatment, SK-MEL-5 melanoma cells showed actin filament disorganization with spicule formation throughout the cytoskeleton and significant reduction of focal adhesion as well as they were present only at cell extremities, conferring a poor connection between the cell and the substrate. Besides this, there was significant filopodium retraction and loss of typical cytoskeleton scaffold. These modifications contributed to cell detachment followed by cell death. Furthermore, DM-1-induced apoptosis was triggered by multiple Bcl-2 proteins involved in both the extrinsic and the intrinsic apoptotic pathways. SK-MEL-5 cells showed a death mechanism mainly by Bcl-2/Bax ratio decrease, whereas A375 cells presented apoptosis induction by Mcl-1 and Bcl-xL downregulation. In SK-MEL-5 and A375 melanoma cells, there was a significant increase in the active form of caspase 9, and the inactive form of the effector caspase 3 was decreased in both cell lines. Expression of cleaved poly ADP ribose polymerase was increased after DM-1 treatment in these melanoma cell lines, demonstrating that the apoptotic process occurred. Altogether, these data elucidate the cellular and molecular mechanisms involved in the cytotoxicity induced by the antitumor agent DM-1 in melanoma cells.

Estimativa da entalpia reticular (Dm Hmº) de adutos através de termogravimetria: uso de uma equação empírica

An empirical equation: DMHmº = t i/b (where t i is the Kelvin temperature of the beginning of the thermal decomposition obtained from the thermogravimetry of the adducts; b is an empirical parameter wich depends on the metal halide and on the number of ligands) was obtained and tested for 53 adducts MX2.nL (where MX2 is a metal halide from the zinc group). The difference between experimental and calculated values was less than 6% for 22 adducts. To another 22 adducts, that difference was less than 10%. Only for 4 compounds the difference between experimental and calculated values exceeds 15%.

Estimativa da entalpia reticular de adutos (DM Hm o ) utilizando-se formas modificadas da equação de Kapustinskii

In this work are presented two modified forms of Kapustinskii equation that could be used to estimate the values of the lattice enthalphies for adducts: DM Hm o=(-n.z+ .z- .10(2)/D).(1-d*/D) .K and DM Hm o=(-n.z+ .z-.10(2)/d).(1-d*/d).K.d. Two new parameters related with steric effects and donor power of the ligands, J anddare introduced. The proposed equations were tested for 49 adducts (mainly from the zinc group halides). The difference between experimental (calorimetric) and calculated values (using the proposed equations) values are less than 5% for 41 of the tested adducts.

Aproveitamento de subproduto industrial de óleos vegetais para produção de riboflavina por Candida guilliermondii DM 644

A produção e consumo de alimentos industrializados têm aumentado a preocupação com suplementação e enriquecimento de alimentos com vitaminas e sais minerais, visando repor as possíveis perdas durante os processos de fabricação, principalmente das vitaminas hidrossolúveis, mais especificamente da vitamina B2 ou riboflavina. Assim sendo, a proposta deste trabalho foi utilizar como componente principal do meio, para produção da riboflavina, um subproduto do refino de óleos vegetais e o microrganismo Candida guillermondii DM 644. A produção da vitamina B2 foi realizada por fermentação em batelada utilizando Erlenmeyer. As condições empregadas foram agitação orbital, ausência de luz, 30°C, e 24h de incubação. A otimização da produção de riboflavina foi realizada através de Delineamento Fatorial Fracionário, para avaliar os efeitos da concentração de matéria graxa, fonte de nitrogênio, pH, velocidade de agitação, fonte de fósforo e extrato de levedura e as possíveis interações. A concentração máxima de riboflavina foi 19,12mg/mL. Os fatores mais importantes para produção de riboflavina foram a concentração de matéria graxa e a fonte de nitrogênio, enquanto que a fonte de fósforo e o extrato de leveduras não estimularam sua biossíntese. A máxima produção foi obtida com matéria graxa a 10g/L, uréia a 2,5g/L e pH 5,0. A velocidade de agitação (200 e 400rpm) não interferiu no processo biotecnológico.

Ciblage exosomal et effet de HLA-DM sur la présentation antigénique par le complexe majeur d'histocompatibilité de classe II

Les molécules du complexe majeur d'histocompatibilité de classe II (CMH II) sont exprimées exclusivement à la surface des cellules présentatrices d'antigènes et servent à stimuler les cellules CD4+ initiant une réponse immunitaire. Le chargement peptidique sur HLA-DR se produit dans les endosomes tardifs et les lysosomes sous l'action de HLA-DM. Cette molécule de classe II non-classique enlève les fragments peptidiques de la chaîne invariante (Ii) restés associés aux molécules de classe II (CLIP) et édite leur répertoire d'antigènes présentés. En utilisant une forme mutante de HLA-DM (HLA-DMy) qui s'accumule à la surface plasmique, nous avons observé que HLA-DMy augmente les chargements de peptides exogènes et aussi la réponse des cellules T en comparaison avec HLA-DM sauvage. Il a été démontré que des molécules chimiques, comme le n-propanol, pouvait avoir le même effet que HLA-DM en remplaçant les peptides associés aux molécules de classe II de la surface cellulaire. De plus, HLA-DMy et le n-propanol ont présenté un effet additif sur la présentation de peptides exogènes. Certaines protéines de la voie endocytique, comme HLA-DR, HLA-DM, HLA-DO et Ii sont ciblés aux compartiments multivésiculaires (MVB) et peuvent être ciblées aux exosomes. Suite à une fusion entre les MVB et la membrane plasmique, les exosomes sont relâchés dans le milieu extracellulaire. Nous avons déterminé que le motif tyrosine de HLA-DMβ et son interaction avec HLA-DR n'affectaient pas le ciblage aux exosomes, sauf la molécule HLA-DO. Cette étude nous a permis de démontrer que HLA-DMy augmente la quantité de peptides exogènes chargés sur les CPA et que HLA-DM et HLA-DMy sont incorporés dans les exosomes.

A importância dos contextos na transição para a vida pós-escolar do jovem com deficiência mental (dm): perspectivas dos técnicos, encarregados de educação e empresários

O presente trabalho apresenta uma análise aos diferentes factores que exercem influência, na fase de transição para a vida pós-escolar, dos jovens com Deficiência Mental. Esta análise incide na importância dos diversos contextos em que estes jovens estão inseridos (familiar, social, pessoal e escolar) e é aqui apresentada em três perspectivas diferentes: dos técnicos, dos encarregados de educação e dos empresários. Ao longo do trabalho são abordadas diferentes problemáticas que estes jovens experienciam na sua fase de transição da escola para o mundo do trabalho e expressas as opiniões marcadas dos diferentes grupos intervenientes no estudo. Estas opiniões constituem um conjunto identificado de problemas/soluções que acompanham a transição para a vida pós-escolar dos jovens portadores de Deficiência Mental.