2 research outputs found

    Dermatosis en ni帽os diab茅ticos en la provincia de Matanzas. A帽o 2007

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    聽La Diabetes mellitus constituye un problema de salud a nivel mundial y la Diabetes en menores de 15 a帽os ha tenido un incremento en los 煤ltimos tiempos. En Cuba y en la provincia de Matanzas se ha observado similar situaci贸n. La atenci贸n integral al paciente diab茅tico en edad pedi谩trica se lleva a cabo por el servicio de Endocrinolog铆a del Hospital Pedi谩trico Eliseo Noel Caama帽o y hasta el momento, a pesar de la revisi贸n bibliogr谩fica realizada, se ha constatado que ni en el pa铆s ni fuera de 茅ste, se ha efectuado una evaluaci贸n de dichos pacientes desde el punto de vista dermatol贸gico, lo que constituye lo novedoso de esta investigaci贸n. Por esta raz贸n se realiz贸 un estudio prospectivo- descriptivo de todos los enfermos, en edades comprendidas entre 0 y 15 a帽os, con diagn贸stico de Diabetes mellitus聽 con el objetivo de definir 聽la presencia de enfermedades dermatol贸gicas y determinar la evoluci贸n de 茅stas teniendo en cuenta el control metab贸lico. Se encontr贸 que las afecciones predominantes fueron las infecciones mic贸ticas, bacterianas y el Acn茅 Juvenil y no se estableci贸 relaci贸n entre el control metab贸lico y la evoluci贸n de las enfermedades dermatol贸gicas halladas en el estudio. Se recomend贸 realizar esta investigaci贸n en casos y controles as铆 como incorporar el tema del cuidado de la piel en la educaci贸n de estos pacientes

    Discovery of novel trichomonacidals using LDA-driven QSAR models and bond-based bilinear indices as molecular descriptors

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    Few years ago, the World Health Organization estimated the number of adults with trichomoniasis at 170 million worldwide, more than the combined numbers for gonorrhea, syphilis, and chlamydia. To combat this sexually transmitted disease, Metronidazole (MTZ) has emerged, since 1959, as a powerful drug for the systematic treatment of infected patients. However, increasing resistance to MTZ, adverse effects associated to high-dose MTZ therapies and very expensive conventional technologies related to the development of new trichomonacidals necessitate novel computational methods that shorten the drug discovery pipeline. Therefore, bond-based bilinear indices, new 2-D bond-based TOMOCOMD-CARDD Molecular Descriptors (MDs), and Linear Discriminant Analysis (LDA) are combined to discover novel antitrichomonal agents. Generated models, using non-stochastic and stochastic indices, are able to classify correctly the 90.11% (93.75%) and the 87.92% (87.50%) of chemicals in the training (test) sets, respectively. In addition, they show large Matthews' correlation coefficients (C) of 0.80 (0.86) and 0.76 (0.71) for the training (test) sets, respectively. The result of predictions on the 10% full-out cross-validation test also evidences the quality of both models. In order to test the models' predictive power, 12 compounds, already proved against Trichomonas vaginalis (Tv), are screened in a simulated virtual screening experiment. As a result, they correctly classified 9 out of 12 (75.00%) and 10 out of 12 (83.33%) of the chemicals, respectively, which were the most important criteria to validate the models. Finally, in order to prove the reach of TOMOCOMD-CARDD approach and to discover new trichomonacidals, these classification functions were applied to a set of eight chemicals which, in turn, were synthesized and tested toward in vitro activity against Tv. As a result, experimental observations confirm theoretical predictions to a great extent, since it is gained a correct classification of 87.50% (7/8) of chemicals. Biological tests also show several candidates as antitrichomonals, since almost all the compounds [VAM2-(3-8)] exhibit pronounced cytocidal activities of 100% at the concentration of 100 mg/mL and at 24 h (48 h) but VAM2-2: 99.37% (100%), and it is remarkable that these compounds do not show toxic activity in macrophage assays at this concentration. The Quantitative Structure-Activity Relationship (QSAR) models presented here could significantly reduce the number of synthesized and tested compounds as well as could act as virtual shortcuts to new chemical entities with trichomonacidal activity. 漏 2009 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim.Peer Reviewe
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