Chemometric Assisted Uv-Vis Spectroscopic Study of Photostability of Some Beta-Blockers With Multivariate Curve Resolution-alternating Least Square (Mcr-Als) Method Using Soft and Hard Modelling Approach.

Authors

  • Bariz Dakhni
  • Shounak Kulkarni
  • Ringe Shruti
  • Abhijeet Sutar

DOI:

https://doi.org/10.60988/pj.v35i4.27

Abstract

The present work focuses on the use of simple UV-Vis spectrophotometric methods along with chemometric tools to understand the photodegradation and degradation kinetics of five Beta blockers namely atenolol, bisoprolol, metoprolol, propranolol, and sotalol. All the molecules were exposed to sunlight for 24 hours and UV spectra were recorded between 200 -400 nm for a specific interval of time. Amber colour and transparent glass material were used to study the penetration effect of sunlight. The recorded UV absorbance spectra were subjected to Multivariate curve resolution alternating least square method using soft and hard modelling constraints to get an understanding of the number of pure components and their concentration in the reaction mixture. Atenolol, Bisoprolol, Metoprolol, and Sotalol were found to be stable even after exposure to direct sunlight, but Propranolol shows photodegradation through a two-step mechanism Photodegradation kinetics was studied for Propranolol using kinetic constrain under study conditions. ALS optimization shows percentage lack of fit value was found to be 0.0073 with 99.98% variance explained. The standard deviation of residual against experimental data was found to be 0.0129 which suggests the statistical significance of the developed model. The rate constants of the first (k1) and second (k2) steps were calculated as 0.00315 h−1 and 0.0149 h−1 respectively.

Author Biographies

Bariz Dakhni

School of Health Sciences and Technology, Dr. Vishwanath Karad MIT World Peace University, 124 Paud Road, Kothrud, Pune, Maharashtra, 411038, India

Shounak Kulkarni

School of Health Sciences and Technology, Dr. Vishwanath Karad MIT World Peace University, 124 Paud Road, Kothrud, Pune, Maharashtra, 411038, India

Ringe Shruti

School of Health Sciences and Technology, Dr. Vishwanath Karad MIT World Peace University, 124 Paud Road, Kothrud, Pune, Maharashtra, 411038, India

Abhijeet Sutar

School of Health Sciences and Technology, Dr. Vishwanath Karad MIT World Peace University, 124 Paud Road, Kothrud, Pune, Maharashtra, 411038, India

References

Ahmad I., Sofia Ahmed S., Anwar Z., Sheraz M.A., Sikorsk M. Photostability and Photostabilization of Drugs and Drug Products. Int. J. Photoenergy Article ID 8135608, 2016.

Roberto de A. J. B., Lajarim C. R. Chemometrics Approaches in Forced Degradation Studies of Pharmaceutical Drugs. Molecules. 24(20),E3804, 2019.

Hemmateenejad B., Nekoeinia M., Absalan G., Ansari D. Photodegradation Study of Nystatin by UV-Vis Spectrophotometry and Chemometrics Modeling. J. AOAC Int. 97(4) 1206-12, 2014.

Mas S., de Juan A., Lacorte S., Tauler R. Photodegradation study of decabromodiphenyl ether by UV spectrophotometry and a hybrid hard- and soft-modelling approach. Anal. Chim. Acta 618 (1), 18-28, 2008.

Ong H. T. Beta blockers in hypertension and cardiovascular disease. BMJ. 334(7600), 946-9, 2007 .

Kasagić-Vujanović I., Stojanovic B., Ivanović D. Monitoring of bisoprolol fumarate stability under different stress conditions. In: Badnjevic, A. (eds), CMBEBIH 2017. IFMBE Proceedings, vol 62 Springer, Singapore.

Neelima M. S., Gandhi B.M., Raju V.B., Sumanth K.S., Srinivas K., Mounika P., Lakshmi P.J.N. Development And Validation Of Stability Indicating Reverse Phase High Performance Liquid Chromatography Method For Simultaneous Estimation Of Atenolol, Hydrochlorothiazide And Losartan In Bulk And Pharmaceutical Dosage Form. Asian J. Pharm. Clin. Res. 9(2),118-24, 2016.

Phale M.D., Hamrapurkar P.D. Optimization and establishment of a validated stability-indicating HPLC method for study of the stress degradation behaviour of metoprolol succinate. J. AOAC Int. 93(3), 911-6, 2010

Farcaș A., Iacoviță C., Vințeler E., Chiș V., Știufiuc R., Lucaciu C.M. The Influence of Molecular Structure Modifications on Vibrational Properties of Some Beta Blockers: A Combined Raman and DFT Study. J. Spectrosc. Article ID 3137140, 2016.

Krishna M. V., Madhavi G., Idris N. F, Idris S.A.M., Chowdary L.R.K., Photocatalysis of β-blockers – An overview, Arab. J. Chem. 12(7), 1290-1297, 2019.

Jaumot J., Gargallo R., de Juan A., Tauler R. A graphical user-friendly interface for MCR-ALS: a new tool for multivariate curve resolution in MATLAB. Chemometr. Intell. Lab. Syst. 76 (1), 101-110, 2005.

Azzouz T, Tauler R. Application of multivariate curve resolution alternating least squares (MCR-ALS) to the quantitative analysis of pharmaceutical and agricultural samples. Talanta. 74(5),1201-10, 2008.

Tauler R. Multivariate curve resolution of multiway data using the multilinearity constraint. J. Chemom. 35(2), E3279, 2021

Richards S, Miller R, Gemperline P. Advantages of soft versus hard constraints in self-modeling curve resolution problems. Penalty alternating least squares (P-ALS) extension to multi-way problems. Appl. Spectrosc. 62(2),197-206, 2008.

de Juan A., Maederl M., Martı́nez M., Tauler R. Combining hard- and soft-modelling to solve kinetic problems. Chemometr. Intell. Lab. Syst. 54 (2), 123-141, 2000.

Razuc M., Fernández Band B.S., Garrido M. Data fusion applied to the photodegradation study of ciprofloxacin using hyphenated detection systems (UV–Vis and fluorescence) and multivariate curve resolution. Microchem. J. 138, 180–189, 2018.

Sawall M., Fischer C., Elvers B.J., Pätsch S., Neymeyr K. A multi-method chemometric analysis in spectroelectro chemistry: Case study on molybdenum mono-dithiolene complexes. Anal. Chim. Acta 1185, 339065, (2021).

De Luca M., Ioele G., Grande F., Platikanov S., Tauler R., Ragno G. Photostability study of multicomponent drug formulations via MCR-ALS: The case of the hydrochlorothiazide-amiloride mixture. J. Pharm. Biomed. Anal. 186, 113332, 2020.

Hemmateenejad B., Javidnia K., Saeidi-Boroujeni M. Spectrophotometric monitoring of Nimesulide photodegradation by a combined hard–soft multivariate curve resolution-alternative least square method. J. Pharm. Biomed. Anal. 47(3), 625-630, 2008.

Maeder M, Zilian A. Evolving factor analysis, a new multivariate technique in chromatography. Chemometr. Intell. Lab. Syst. 3(3),205-13, 1988.

Windig W., Stephenson D.A. Self-modeling mixture analysis of second-derivative near-infrared spectral data using the SIMPLISMA approach. Anal. Chem. 64(22), 2735-42, 1992 .

Jaumot J., Gargallo R., De Juan A., Tauler R. A graphical user-friendly interface for MCR-ALS: a new tool for multivariate curve resolution in MATLAB. Chemometr. Intell. Lab. Syst. 76(1),101-10, 2005 .

Valderrama L., Goncalves R.P., Marco P.H., Rutledge D.N., Valderrama P. Independent components analysis as a means to have initial estimates for multivariate curve resolution-alternating least squares. J. Adv. Res. 2016 7(5),795-802, 2016.

Kalejahi B.M., Bahram M., Naseri A., Bahari S., Hasani M. Multivariate curve resolution-alternating least squares (MCR-ALS) and central composite experimental design for monitoring and optimization of simultaneous removal of some organic dyes. J. Iran. Chem. Soc. 11, 241-248, 2014. .

Keller H.R, Massart D.L. Evolving factor analysis. Chemometr. Intell. Lab. Syst. 12(3), 209-224, 1991.

Sortino S., Petralia S., Boscà F. Miranda M.A. Irreversible photo-oxidation of propranolol triggered by self-photogenerated singlet molecular oxygen, Photochem. Photobiol. Sci. 1, 136–140, 2002.

Uwai K., Tani M., Ohtake Y., Abe S., Maruko A., Chiba T., Hamaya Y., Ohkubo Y., Takeshita M. Photodegradation products of propranolol: the structures and pharmacological studies. Life Sci. 78(4), 357-65, 2005.

Kovács K., Tóth T., Wojnárovits L. Evaluation of advanced oxidation processes for β-blockers degradation: a review. Water Sci. Technol. 85(2), 685-705, 2021.

Downloads

Published

29-12-2023

Issue

Section

Research Articles