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Development and validation of smart spectrophotometric-chemometric methods for the simultaneous determination of chlorpheniramine maleate and etilefrine hydrochloride in bulk powder and in dosage form combinations

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Abstract

This paper describes threesensitive, accurate and precise chemometricspectrophotometricmethods for the simultaneous determination of chlorpheniramine maleate (CPM) and etilefrine hydrochloride (ETF)in bulk powder and capsules without prior separation. Multivariate calibration chemometric methods are proposed for simultaneous determination of CPMandETF. The chemometric methods applied are classical least squares (CLS),principal component regression (PCR) and partial least squares (PLS). These approaches aresuccessfully applied to quantify both drugs using the information included in the absorption spectra of appropriate solutions.In these multivariatemethods, calibration sets of standard samples composed of different mixtures of CPMand ETFhave been designed. The methods were validated according to the International Conference on Harmonization (ICH) guidelines. The specificity of the proposed methods was tested using laboratory-prepared mixtures. The developed methods were successfully applied for the determination of CPM and ETF in bulk powder and dosage form combination.

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... CH was determined in presence of pseudoephedrine hydrochloride, dextromethorphan hydrochloride [6], phenyl propanolamine hydrochloride [8], dexamethasone and parabens [9], emetine hydrochloride [11], acetaminophen and phenylephrine hydrochloride [12], paracetamol and caffeine [13], codeine, phenylephrine hydrochloride and acetaminophen [20]. For the time being only one report was found on the direct determination of binary mixture of ET and CH through multivariate chemometric methods [10]. However no report could be found on the analysis of mixture of the cited drugs by HPLC. ...
... The suggested procedures were used for the direct estimation of ET and CH in Balkis capsules and syrups and the results obtained were contrasted with those obtained upon application of reference method [10] as illustrated in Table 3. Statistical analysis of the Fig. 5. HPLC chromatographic separation of ET (20 mg mL À1 ) and CH (20 mg mL À1 ). obtained results using F-and t-tests shows that there is no remarkable differences at 95% confidence level. ...
... Tabulated value for chemometric method (n ¼ 4 for both chemometric and reported methods** [10]) at 95% confidence limit; t ¼ 2.45 and F ¼ 9.28. *Tabulated value for HPLC method (n ¼ 3 for both HPLC and reported methods** [10]) at 95% confidence limit; t ¼ t ¼ 2.78 and F ¼ 19.00. a Reference[10]. ...
Preprint
Simple, sensitive and reliable spectro-chemometric and high performance liquid chromatography (HPLC) methods were developed for simultaneous determination of binary mixture of etilefrine hydrochloride and chlorpheniramine maleate without prior separation in their bulk drugs and dosage forms. The spectro-chemometric methods used are, derivative spectrophotometry, derivative ratio, and isosbestic point methods. The HPLC method involves the use of reversed-phase separation mode using eluant of pH 3.5, consisted of phosphate buffer/acetonitrile (30:70 v/v) and Zorbax ODS column. All variables influencing the spectrophotometric and HPLC methods were carefully investigated and optimized. The developed methods were evaluated according to United State Pharmacopeia (USP) and International Conference of Harmonization (ICH) rules. The current methods were successfully implemented for direct the determination of these drugs in their trade pharmaceutical formulations. The obtained results were contrasted with those calculated after application of reference method. The data obtained from both methods were statistically analyzed by F-and t-tests. The results of such study showed excellent agreement in respect to the accuracy and precision of the suggested and reference methods.
... CH was determined in presence of pseudoephedrine hydrochloride, dextromethorphan hydrochloride [6], phenyl propanolamine hydrochloride [8], dexamethasone and parabens [9], emetine hydrochloride [11], acetaminophen and phenylephrine hydrochloride [12], paracetamol and caffeine [13], codeine, phenylephrine hydrochloride and acetaminophen [20]. For the time being only one report was found on the direct determination of binary mixture of ET and CH through multivariate chemometric methods [10]. However no report could be found on the analysis of mixture of the cited drugs by HPLC. ...
... The suggested procedures were used for the direct estimation of ET and CH in Balkis capsules and syrups and the results obtained were contrasted with those obtained upon application of reference method [10] as illustrated in Table 3. Statistical analysis of the Fig. 5. HPLC chromatographic separation of ET (20 mg mL À1 ) and CH (20 mg mL À1 ). obtained results using F-and t-tests shows that there is no remarkable differences at 95% confidence level. ...
... Tabulated value for chemometric method (n ¼ 4 for both chemometric and reported methods** [10]) at 95% confidence limit; t ¼ 2.45 and F ¼ 9.28. *Tabulated value for HPLC method (n ¼ 3 for both HPLC and reported methods** [10]) at 95% confidence limit; t ¼ t ¼ 2.78 and F ¼ 19.00. a Reference[10]. ...
... Developing non-chromatographic procedure is rather essential for pharmaceutical industry to reduce organic solvents and energy consumption associated with liquid chromatography. Statistical methods, such as the usual Multivariate Regression (MR), Partial Least Squares Regression (PLSR), Principle Component Regression (PCR) and Artificial Neural Networks (ANN), are effectively tested to replace laborious liquid chromatography [1][2][3][4][5][6][7][8][9][10][11][12][13]. These methods are inverse calibration techniques where concentrations are modelled as a function of absorbance values calculated as A = − log 10 R, where R represents the reflectance. ...
... Points 5 and 22 are regression outliers causing problem for model fitting. Points 2,9,14,19,21 are, on the other hand, potential orthogonal outliers with very large orthogonal distances. None of the observations seem to be influential. ...
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Statistical methods are effectively used in evaluation of pharmaceutical formulations instead of laborious liquid chromatography. However, Signal overlapping, nonlinearity, multicollinearity and presence of outliers deteriorate the performance of statistical methods. The Partial Least Squares Regression (PLSR) is a very popular method in quantification of high dimensional spectrally overlapped drug formulations. The SIMPLS is the mostly used PLSR algorithm, but it is highly sensitive to outliers that also effects the diagnostics. In this paper, we propose new robust multivariate diagnostics to identify outliers, influential observations and points causing non-normality for a PLSR model. We study performances of the proposed diagnostics on two every-day use highly overlapping drug systems: Paracetamol-Caffeine and Doxylamine Succinate-Pyridoxine Hydrochloride.
... It is used for the treatment of hypotensive states [2a]. Different techniques were reported for the determination of etilefrine hydrochloride including: spectrophotometry [3][4][5][6][7], spectro flourimetry [8] and HPLC [9]. . It is a direct-acting sympathomimetic with mainly beta-adrenergic activity and a selective action on beta2 receptors (a beta2 agonist). ...
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A simple and sensitive method was developed for spectrophotometric determination of etilefrine hydrochloride, salbutamol sulphate and tiemonium methyl sulphate in pure form and in their pharmaceutical formulations. The method was based on reduction of gold solution to gold nanoparticles by the studied drugs in presence of sodium dodecyl sulphate as stabilising agent. Gold nanoparticles (Au NPs) showed a new absorption band at 530 nm that was used for quantitative determination of the cited drugs. Different variables were examined and optimised in the experiment as gold solution concentration, type of buffer, suitable pH, stabilising agent, order of addition, time and temperature of the reaction. Under optimum conditions, the calibration curves were linear with concentration ranges of 3.0-20.0, 5.0-18.0 and 2.0-26.0 μg/mL for etilefrine Hydrochloride, salbutamol sulphate and tiemonium methyl sulphate respectively. The method was applied successfully to determine the studied drugs in pure form and in their pharmaceutical dosage forms, exhibiting good reproducibility and accuracy. © 2017 Magda Mohamed Ayad, Hisham Ezzat Abdellatef, Mervat Mohamed Hosny, and Naglaa Abdel-Sattar Kabil.
... It is used for the treatment of hypotensive states [2]. Different techniques were reported for the determination of etilefrine hydrochloride including: spectrophotometry [3][4][5][6], spectro flourimetry [7], automated sequential injection spectro photometry [8], Flow-injection spectrophotometry [9], flow-injection chemiluminometric assay [10] and HPLC [11]. ...
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