Andjelija Malenovic
University of Belgrade
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Featured researches published by Andjelija Malenovic.
Talanta | 2011
Biljana Jančić-Stojanović; Tijana Rakić; Nađa Kostić; Ana Vemić; Andjelija Malenovic; Darko Ivanović; Mirjana Medenica
In this paper a new chromatographic response function (CRF) is designed and proposed for utilization in the optimization strategies. The function capability to represent the overall quality of a experimentally obtained chromatograms was compared to the other two objective functions and proved to give more accurate and reliable results. The new CRF has improved concept of separation and time term estimation. It reflects all important defects of the chromatogram such as the appearance of asymmetrical or overlapping peaks and prolonged elution time and allows the appropriate weighting of each of them. The LC separation of raloxifene and its four impurities was evaluated through the central composite design experimental plan choosing the new CRF to be the only output of the system. The function demonstrated the ability to judge the impact of the complex interactions of the selected chromatographic parameters (acetonitrile content in the mobile phase, sodium dodecyl sulfate concentration in the water phase, pH of the mobile phase and column temperature) on the mixture behavior and led to the determination of the optimal separation conditions. The newly developed CRF proved to have the advanced performances and it presents the important step forward in the optimization of the chromatographic separation.
Clay Minerals | 2015
Danina Krajišnik; Aleksandra Daković; Andjelija Malenovic; Milan Kragović; Jela Milić
Abstract The sorption of ibuprofen by modified natural zeolite composites at three concentration levels (10, 20 and 30 mmol/100 g) of cationic surfactants - benzalkonium chloride and cetylpyridinium chloride, in a buffer solution (pH 7.4), was studied. Characterization of the composites before and after ibuprofen sorption was performed by drug sorption and isotherm studies, zeta potential and Fourier Transform infrared spectroscopic analysis. The biopharmaceutical performance of cationic surfactant-modified zeolites as drug formulation excipients was evaluated by in vitro dissolution experiments from the composites with medium surfactant contents. The drug sorption was influenced by the surfactant type and amount used for the zeolite modification. Prolonged drug release over a period of 8 h (up to ~40%) was achieved with both groups of samples. The kinetic analysis showed that the drug release profiles were best fitted with the Higuchi and the Bhaskar models, indicating a combination of drug diffusion and ion exchange as the predominant release mechanisms.
Talanta | 2009
Biljana Jančić-Stojanović; Darko Ivanović; Andjelija Malenovic; Mirjana Medenica
Artificial neural networks (ANN) are biologically inspired computer programs designed to simulate the way in which the human brain processes the information. In the past few years, coupling of experimental design (ED) and ANN became useful tool in the method optimization. This paper presents the application of ED-ANN in analysis of chromatographic behavior of indinavir and its degradation products. According to preliminary study, full factorial design 2(4) was chosen to set input variables for network training. Experimental data (inputs) and results for retention factors from experiments (outputs) were used to train the ANN with aim to define correlation among variables. For networks training multi-layer perceptron (MLP) with back propagation (BP) algorithm was used. Network with the lowest root mean square (RMS) had 4-8-3 topology. Predicted data were in good agreement with experimental data (correlation was higher than 0.9713 for training set). Regression statistics confirmed good ability of trained network to predict compounds retention.
Spectroscopy Letters | 2000
Mirjana Medenica; Darko Ivanović; Andjelija Malenovic
Abstract In this paper the second-derivative spectrophotometric method for the simultaneous determination of some analgetic ingredients was described. Optimal conditions for the quantitative analysis of the three-component analgetic mixture of Dalivon® tablets were settled. The second-derivative order of the spectra in sodium hydroxide with the wavelength modulation was used. For the determination of paracetamol the “zero-crossing” technique was applied, but for propyphenazone and caffeine the characteristic peak amplitude had to be corrected. The authors propose this second-derivative spectrophotometry for a rapid, simple, precise and accurate determination of the Dalivon® tablets or a corresponding multicomponent mixture.
Journal of Liquid Chromatography & Related Technologies | 2003
Mirjana Medenica; Darko Ivanović; Slavko Markovic; Andjelija Malenovic; Djura Mišljenović
Abstract Optimization of important conditions for the reversed‐phase high‐performance liquid chromatographic method was done for the separation of the active ingredients in Marcaine® adrenaline injections (bupivacaine hydrochloride 2.5 mg and adrenaline 5.0 µg). Simultaneous influence of several conditions, such as the mobile phase composition, pH of the mobile phase, and temperature, on important chromatographic criteria for the separation, was investigated. The separation factor values defined the optimal conditions, which were confirmed by analysing the appropriate mathematical models. The 3‐D graphs, constructed with sixty‐four experimental points, were investigated, and the results showed that the optimal separation was achieved with the mobile phase of methanol–water (65:35 v/v), by adjusting pH to 3.5 and the temperature range from 20°C to 30°C. The optimized method was validated and the obtained results were statistically evaluated.
Journal of Liquid Chromatography & Related Technologies | 2012
M. Jovović; Nađa Kostić; Biljana Jančić-Stojanović; Andjelija Malenovic
In this study, a development of stability indicating method (SIM) that could be used to detect a decrease in the amount of tropicamide and benzalkonium chloride due to their degradation is described. In the method development, stress samples should be used. Benzalkonium chloride proved to be very stable under all stress conditions. Acid stress with 0.1 M HCl at 70°C led to 10% degradation of tropicamide after 30 min. The alkaline stress with 1 M NaOH at 70°C induced faster degradation and more than 20% of tropicamide degraded after 30 min. On the other hand, tropicamide proved to be exceptionally stable to oxidative stress and no degradation was observed with 30% H2O2 even after heating at 70°C for 90 min. The mobile phase consisted of acetonitrile and water phase 70:30 v/v (water phase: 5 mM sodium heptan sulphonate and 1% triethylamine – TEA) with pH of the mobile phase adjusted to 3.5 with ortophosphoric acid. The flow rate was 2 mL min−1. In order to confirm the method adequacy for intended purpose, the proposed method was validated. Finally, the proper validation of developed SIM performed according to the official guidelines proved that the method accomplishes its intended purpose.
Chromatographia | 2013
Andjelija Malenovic; Ana Vemić; Nađa Kostić; Darko Ivanović
In this paper, a chemometrically assisted validation of RP-HPLC method, intended for the quantitative analysis of cefuroxime axetil (A and B), cefuroxime acid, cefuroxime lactone, cefuroxime axetil sulfoxide (A and B), ∆3-cefuroxime axetil and anti cefuroxime axetil (A and B) in tablets, is presented. Since the successful separation could be achieved with the mobile phase containing only methanol and water, Luna C18 column was selected for the analysis. Under these circumstances, the optimization was quite straightforward and included only a fine tuning of the chromatographic conditions to reduce total run time and maintain the achieved separation. The established method was then subjected to the method validation and the required validation parameters were tested. For the robustness evaluation, a fractional factorial 24−1 design was utilized and factors that might significantly affect the system performance were defined. For the significant factors, the non-significant intervals were determined and the acceptable system suitability limit for resolution factor between cefuroxime axetil A and cefuroxime axetil ∆3 isomer (R2) was calculated. As the other validation parameters were also found to be suitable, the possibility to apply the proposed method for the determination of cefuroxime axetil, cefuroxime acid, cefuroxime lactone, cefuroxime axetil sulfoxide, ∆3-cefuroxime axetil and anti cefuroxime axetil in any laboratory under different circumstances is proven.
Journal of Chemometrics | 2012
Tijana Rakić; Biljana Jančić-Stojanović; Andjelija Malenovic; Darko Ivanović; Mirjana Medenica
This paper presents a newly developed demasking large dummy effects (DDE) approach for identification of significant factor interactions in Plackett–Burman experimental design. Dummy factors, as imaginary factors, are not expected to contribute to the model, so the appearance of their high effect values could indicate the significance of the interactions they are confounded with. DDE approach consists of the screening of the large estimable effects, the calculation of the interactions that contribute the most to the large dummy effects from the alias matrix, and a single pass of all subsets regressions including preselected interactions and main factors for the final model tuning.
Journal of Separation Science | 2004
Andjelija Malenovic; Darko Ivanović; Mirjana Medenica; Biljana Jancic; Slavko Markovic
Microporous and Mesoporous Materials | 2013
Danina Krajišnik; Aleksandra Daković; Andjelija Malenovic; Ljiljana Djekic; Milan Kragović; Vladimir Dobričić; Jela Milić