In silico, in vivo enzymatic, non-enzymatic toxicity and antioxidant activity of a heterocyclic compound: 5-Benzyl -1, 3, 4-oxadiazole-2-thiol, a potential drug candidate.

The present study aimed to investigate the enzymetic, non-enzymetic toxicity and antioxidant potential of a drug candidate 5-Benzyl-1,3,4-Oxadiazole-2-Thiol(OXPA) using computational tools and in vivo models. The binding pattern of it, with different toxicity/oxidative enzymes was predicted using software pkCSM, Protox- II, LAZAR, Mcule 1-Click Docking 3D-Ligand binding Site and best score obtained used as an evaluating criterion. After acute oral toxicity, in vivo.

A Hybrid Approach for Modeling Type 2 Diabetes Mellitus Progression.

Type 2 Diabetes Mellitus (T2DM) is a chronic, progressive metabolic disorder characterized by hyperglycemia resulting from abnormalities in insulin secretion, insulin action, or both. It is associated with an increased risk of developing vascular complication of micro as well as macro nature. Because of its inconspicuous and heterogeneous character, the management of T2DM is very complex.

Prognostic Modeling and Prevention of Diabetes Using Machine Learning Technique.

Stratifying individuals at risk for developing diabetes could enable targeted delivery of interventional programs to those at highest risk, while avoiding the effort and costs of prevention and treatment in those at low risk. The objective of this study was to explore the potential role of a Hidden Markov Model (HMM), a machine learning technique, in validating the performance of the Framingham Diabetes Risk Scoring Model (FDRSM), a well-respected prognostic model. Can HMM predict 8-year risk of developing diabetes in an individual effectively? To our knowledge, no study has attempted use of HMM to validate the performance of FDRSM.

A Systematic Machine Learning Based Approach for the Diagnosis of Non-Alcoholic Fatty Liver Disease Risk and Progression.

Prevention and diagnosis of NAFLD is an ongoing area of interest in the healthcare community. Screening is complicated by the fact that the accuracy of noninvasive testing lacks specificity and sensitivity to make and stage the diagnosis. Currently no non-invasive ATP III criteria based prediction method is available to diagnose NAFLD risk.

Preliminary phytochemical analysis and in vivo evaluation of antipyretic effects of hydro-methanolic extract of leaves.

has been associated with the prevention of many diseases as fever, abdominal complaints and cancer. But its antipyretic effect is not reported so far. The aim of this study was to assess the efficacy of in reducing temperature in Baker's yeast-induced fever model of rabbits.

Toxic metal interactions affect the bioaccumulation and dietary intake of macro- and micro-nutrients.

The present study was conducted to evaluate the effects of heavy metals (cadmium (Cd), lead (Pb) and Cd-Pb mix) on bioaccumulation of different nutrients. Three plant species including potato, tomato and lettuce were grown in pots containing soil contaminated with Cd, Pb and Cd-Pb mix at four different levels. The edible portions of each plant were analysed for Cd, Pb and different macro- and micro-nutrients including protein, vitamin C, nitrogen (N), phosphorous (P), potassium (K), iron (Fe), manganese (Mn), calcium (Ca) and magnesium (Mg).

Comparative study of heavy metals in dried and fluid milk in Peshawar by atomic absorption spectrophotometry.

Various essential and toxic heavy metals (Ca, Mg, Cu, Zn, Fe, Mn, Pb, Cd, Cr, and Ni) contents in various types of dried (infant formula and powdered) and fluid (fresh and processed) cow milk were assessed by atomic absorption spectrophotometry. The milk samples were collected from local markets of different parts of Peshawar city, Pakistan. Heavy metal concentrations varied significantly depending upon the type of milk.

Reproductive and sexual health issues: knowledge, opinion and attitude of medical graduates from Karachi.

Objectives: To asses the knowledge, opinion and attitude of medical graduates regarding selected reproductive tract infections, diagnosis of sexual dysfunction, identification of sexual abuse and other sexual health issues in Fatima Baqai Hospital Gadap Town.

Methods: A cross sectional study conducted from January 2009 to July 2009 in Fatima Baqai Hospital Karachi. An anonymous, self administrated structured questionnaire was completed by medical graduates.

Mould incidence and mycotoxin contamination in maize kernels from Swat Valley, North West Frontier Province of Pakistan.

Mould incidence and aflatoxin B1 (AFB1) and ochratoxin A (OTA) contamination as well as proximate composition and minerals content of maize kernels from Swat Valley, North West Frontier Province of Pakistan was studied during the year, 2007. Results indicated that the mean moisture content of the kernels was within the recommended safe storage levels of 15%. Across the whole valley, Aspergillus, Fusarium, Penicillium and Rhizopus were the most predominant fungal genera identified and amongst the mycotoxigenic species, Aspergillus flavus had the highest incidence.