Abstract
A robust HPTLC method has been developed for simultaneous estimation of metronidazole and ofloxacin by enhanced analytical quality by design (AQbD) approach using DoE- and risk-based DMAIC principle. The risk-based DMAIC principle was implemented by identification of potential method risk parameters followed by risk assessment by RPN ranking and filtering method. The DoE-based DMAIC principle was implemented by response surface analysis using DoE-based Box–Behnken design followed by framing of control strategy by navigation of MODR for mitigation of risk. The HPTLC method development was carried using silica gel G60 F254 as stationary phase and acetonitrile: water: formic acid: ammonia (9.5:0.5:0.5:0.3, v/v) as mobile phase keeping saturation time of 10 min. The developed method was found to be validated as per ICH Q2 (R1) guideline. The peak of MET and OFL showed good linearity over the concentration range of 50–250 ng/band and 25–125 ng/band, respectively, with a correlation coefficient of more than 0.995. The % RSD of the precision study was found to be less than 2.0. The %recoveries of both drugs were found to be in the range of 98–102%. The method was found to be robust for small deliberate variations in chromatographic conditions. The developed and validated method was applied for the assay of combined dosage forms of metronidazole and ofloxacin, and results were found in compliance with the label claim. The developed method can be used as an eco-friendly analytical tool for quality control of combined dosage forms of metronidazole and ofloxacin in the pharmaceutical industry.
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Abbreviations
- MET:
-
Metronidazole
- OFL:
-
Ofloxacin
- DMAIC:
-
Define, Measure, Analyse, Improve and Control
- AQbD:
-
Analytical quality by design
- DoE:
-
Design of experiments
- RPN:
-
Risk priority number
- MODR:
-
Method operable design region
- HPTLC:
-
High-performance thin-layer chromatography
- RP-HPLC:
-
Reversed phase high-pressure liquid chromatography,
- ICH:
-
International council for harmonization
- IUPAC:
-
International union for pure and applied chemistry
- DNA:
-
Deoxyribonucleic acid
- AR:
-
Analytical reagent
- UV:
-
Ultraviolet
- RSD:
-
Relative standard deviation
- ANOVA:
-
Analysis of variance
- LOD:
-
Limit of detection
- LOQ:
-
Limit of quantitation
References
https://go.drugbank.com/drugs/DB00916, the drug data bank for metronidazole (accessed on date 5th May 2021)
https://go.drugbank.com/drugs/DB01165, the drug data bank for ofloxacin (accessed on date 5th May 2021)
International council for harmonization (ICH) Q14 guideline, Analytical procedure development and revision of Q2 (R1) guideline for analytical method validation, (2018), pp. 1–3
International council for harmonization (ICH) Q8 (R2) tripartite guideline, Pharmaceutical development, (2009), pp. 1–19
International council for harmonization (ICH) Q9 tripartite guideline, Quality risk management, (2005), pp. 1–19
International council for harmonization (ICH) 10 tripartite guideline, Pharmaceutical quality systems, (2008), pp. 1–17
J. Tamboli, P. Surati, A. Mishra, Risk assessment-based enhanced analytical quality by design approach to eco-Friendly and economical multicomponent spectrophotometric methods for simultaneous estimation of montelukast sodium and bilastine. J. AOAC Int. 104(5), 1453–1463 (2021). https://doi.org/10.1093/jaoacint/qsab089
R. Patel, D. Patel, S.A. Shah, Design of experiments (DoE)-based enhanced quality by design approach to hydrolytic degradation kinetic study of capecitabine by eco-friendly stability-indicating UV-visible spectrophotometry. Am. J. PharmTech Res. 10(6), 115–133 (2020). https://doi.org/10.46624/ajptr.2020.v10.i6.008
A. Patel, S.A. Shah, Application of DoE-based analytical QRM to development of the multipurpose RP-HPLC method for estimation of multiple FDC products of telmisartan using enhanced AQbD approach. J. Chromatogr. Sci. (2021). https://doi.org/10.1093/chromsci/bmab070
N. Bagul, G. Kalyankar, Implementation of DoE and risk-based enhanced analytical quality by design approach to stability Indicating RP-HPLC method for stability study of bosutinib. J. AOAC Int. (2021). https://doi.org/10.1093/jaoacint/qsab078
A. Patel, S.A. Shah, DoE-based analytical-FMCEA for enhanced AQbD approach to MEER-RP-HPLC method for synchronous estimation of fifteen antihypertensive pharmaceutical dosage forms. J. AOAC Int. (2021). https://doi.org/10.1093/jaoacint/qsab097
A. Patel, S.A. Shah, Risk and DoE-based DMAIC principle to the multipurpose-RP-HPLC method for synchronous estimation of anti-hypertensive drugs using AQbD approach. J. AOAC Int. 104(5), 1442–1452 (2021). https://doi.org/10.1093/jaoacint/qsab079
A. Gami, S. Shah, Analytical quality risk management and DoE based development of the robust chromatographic method for simultaneous estimation of tizanidine hydrochloride and nimesulide in their combined pharmaceutical dosage forms. SN Appl. Sci. 2, 293 (2020). https://doi.org/10.1007/s42452-020-2066-z
H.B. Patel, S. Shah, DoE based failure mode effect analysis (FMEA) to development of stability-indicating HPTLC method for estimation of apremilast. SN Appl. Sci. 2, 1371 (2020). https://doi.org/10.1007/s42452-020-2890-1
K. Radadiya, S.A. Shah, Quality risk management based: analytical quality by design approach to eco-friendly and versatile chromatography method for simultaneous estimation of multiple fixed-dose-combination products of anti-diabetic drugs. J. Pharm. Innov. (2020). https://doi.org/10.1007/s12247-020-09506-5
H. Shah, S.A. Shah, Implementation of QRM and DoE-based quality by design approach to VEER chromatography method for simultaneous estimation of multiple combined dosage forms of paracetamol. J. Pharm. Innov. (2020). https://doi.org/10.1007/s12247-020-09490-w
K.B. Bodiwala, S.A. Shah, Analytical quality-by-design approach for the stability study of thiocolchicoside by the eco-friendly chromatographic method. JPC-J. Planar Chromat. 31, 477–487 (2018). https://doi.org/10.1556/1006.2018.31.6.8
H. Patel, S. Shah, Quality risk assessment and DoE-based analytical quality by design approach to stability-indicating assay method for acidic degradation kinetic study of apremilast. JPC-J. Planar Chromat. 33, 231–244 (2020). https://doi.org/10.1007/s00764-020-00036-x
S. Patel, A. Mishra, Simultaneous estimation of azilsartan medoxomil and chlorthalidone by chromatography method using design of experiment and quality risk management based quality by design approach. JPC-J. Planar Chromat. 33, 631–646 (2020). https://doi.org/10.1007/s00764-020-00067-4
M. Patel, S. Shah, A robust high-performance thin-layer chromatography method for the simultaneous estimation of chlorthalidone and metoprolol succinate using quality risk assessment and design of experiments-based enhanced analytical quality by design approach. JPC-J. Planar Chromat. 34, 229–242 (2021). https://doi.org/10.1007/s00764-021-00107-7
V. Radadiya, S.A. Shah, Failure mode critical effect analysis and design of experiment-based robust chromatographic method for simultaneous estimation lornoxicam and eperisone hydrochloride. J. Chromatogr. Sci. 58(10), 929–939 (2020). https://doi.org/10.1093/chromsci/bmaa064
K. Jayswal, S. Shah, Application of quality risk assessment and doe-based enhanced analytical quality by design approach to the development of chromatography method for estimation of the combined pharmaceutical dosage form of five drugs. J. Chromatogr. Sci. 59(8), 714–729 (2020). https://doi.org/10.1093/chromsci/bmaa118
K.V. Jayswal, S.A. Shah, DoE and risk-based DMAIC principle for implementation of enhanced analytical quality by design approach to the multipurpose-chromatography method for simultaneous estimation of multiple fixed-dose combination products of aspirin. J. AOAC Int. 104(5), 1430–1441 (2021). https://doi.org/10.1093/jaoacint/qsab058
K. Jayswal, S.A. Shah, Estimation of multiple fixed-dose combination products of ramipril and aspirin by GERV-chromatography using DoE and risk-based enhanced analytical quality by design approach. J. AOAC Int. (2021). https://doi.org/10.1093/jaoacint/qsab073
M.A. Thakor, K.B. Bodiwala, S.A. Shah, Quality risk management-based AQbD approach to the development of VEER chromatography method for the estimation of multiple combined formulations of anti-hypertensive drugs. J. AOAC Int. 104(3), 605–619 (2021). https://doi.org/10.1093/jaoacint/qsaa140
A. Mohammad, S. Pirsa, N. Faraji, Determination of lemon juice adulteration by analysis of gas chromatography profile of volatile organic compounds extracted with nano-sized polyester polyaniline fibre. Food Anal. Methods 10, 2092–2101 (2017). https://doi.org/10.1007/s12161-016-0747-4
S. Pirsa, Design of portable gas chromatography with a conducting polymer nanocomposite detector device and a method to analyse a gas mixture. J. Sep. Sci. 40(8), 1724–1730 (2017). https://doi.org/10.1002/jssc.201601393
S. Pirsa, E. Benafshechine, A. Rahimirad, S. Amiri, J. Ghafarzadeh, Detection of fraud of palm, sunflower, and corn oil in butter using HPLC profile of tocopherols and tocotrienols by response surface method. J. Iran. Chem. Soc. 18(5), 1167–1177 (2020). https://doi.org/10.1007/s13738-020-02100-z
S. Pirsa, A. Mohammad, G. Nader, Application of nano-sized poly N-phenyl pyrrole coated polyester fibre to headspace microextraction of some volatile organic compounds and analysis by gas chromatography. Curr. Anal. Chem. 12(5), 457–464 (2016). https://doi.org/10.2174/1573411012666151009195422
S. Pirsa, F. Ghasemi, A. Mohammad, F. Mohtarami, Extraction and determination of volatile organic acid concentration in pomegranate, sour cherry, and red grape juices by PPy-Ag nanocomposite fibre for authentication. Sep. Sci. Technol. 53(1), 117–125 (2017). https://doi.org/10.1080/01496395.2017.1380668
S. Pirsa, F. Mohammad, Simultaneous analysis of some volatile compounds in food samples by array gas sensors based on polypyrrole nanocomposites. Sens. Rev. 37(2), 155–164 (2017). https://doi.org/10.1108/SR-10-2016-0217
S. Pirsa, N. Alizadeh, S.A. Mohammad, Design and fabrication of open-tubular array gas sensors based on conducting polypyrrole modified with crown ethers for simultaneous determination of alkylamines. IEEE Sens. J. 15(7), 4130–4136 (2015). https://doi.org/10.1109/JSEN.2015.2411515
S. Pirsa, F. Ghasemi, M. Alizadeh, F. Mohtarami, Study of the physicochemical properties/gas chromatography profile of adulterated pomegranate juice by nano-composite-fibre. J. Agric. Sci. Technol. 21(6), 1447–1458 (2019)
S. Pirsa, N. Alizadeh, Rapid determination of pyridine derivatives by dispersive liquid-liquid microextraction coupled with gas chromatography/gas sensor based on nanostructured conducting polypyrrole. Talanta 87, 249–254 (2011). https://doi.org/10.1016/j.talanta.2011.10.006
J. Das, M.J. Dhua, UV-spectrophotometric assay method development and validation of metronidazole in bulk and tablet formulation. J. PharmaSci. Tech. 3(2), 106–109 (2014)
S. Gaikwad, S. Chaudhari, A. Bansode, N. Patade, G. Choudhary, Development and validation of first order derivative method for metronidazole in bulk and tablet dosage form by using UV spectroscopy. Curr. Pharma Res. 9(4), 3455–3463 (2019)
A.K. Mishra, R. Yadava, A. Mishra, A. Verma, P. Chattopadhyay, Development and validation of UV spectrophotometric method for the determination of metronidazole in tablet formulation. Int. J. Pharma. Res. Dev. 2(6), 1–4 (2010)
K. Vinay, H. Revanasiddappa, M.R. Divya, N. Rajendraprasad, Spectrophotometric determination of ofloxacin in pharmaceuticals and human urine. Sci. Electr. Libr. Online 34(4), 65–78 (2009). https://doi.org/10.1590/S0100-46702009000400006
S. Naveed, F. Hamid, Analysis of ofloxacin using UV Spectrophotometer. J. Prevent. Infect. Control 1(17), 1–3 (2015)
N.B. Patel, S.K. Jansari, A.C. Arvadiya, H.T. Desai, Validation of cleaning procedure for elimination of ofloxacin and metronidazole benzoate from mixing equipment by using UV spectroscopy. Int. J. Pharm. Sci. Res. 3(7), 2306–2310 (2012)
B.M. Tashtoush, E.L. Jacobson, M.K. Jacobson, Validation of a simple and rapid HPLC method for determination of metronidazole in dermatological formulations. J. Inf. Healthc. 34(8), 840–844 (2008). https://doi.org/10.1080/03639040801928598
P. Verma, V. Namboodiry, S. Mishra, A. Bhagwat, Stability indicating HPLC method for the determination of metronidazole using eco-friendly solvent as mobile phase component. Acad. Sci. Int. J. Pharm. Pharm. Sci. 5, 496–501 (2013)
E.G. Oltean, M. Veterinar, E.G. Oltean, A. Nica, Development and validation of A RP-HPLC method for the quantization studies of metronidazole in tablets and powders dosage forms. Medicam. Vet./Vet. Drug 5(2), 15–20 (2011)
R.V. Rele, K.M. Tiwatane, Determination of ofloxacin in bulk drug and pharmaceutical dosage form by high-performance liquid chromatography method. Sch. Res. Libr. Der Pharm. Lett. 7(10), 188–192 (2015)
S.K.N. Patel, A.A. Smith, S. AmuthaLakshmi, V. Gandhi, Manavalan., Analytical method development and validation of ofloxacin eye drop by HPLC. J. Curr. Chem. Pharm. Sci. 1(1), 59–64 (2011)
B.Z. Awen, N.T. Hwisa, P. Katakam, B.R. Chandu, S. Kotaiah, Development and validation of novel spectrophotometric methods for the determination of metronidazole and ofloxacin alone and their combination in pH 6.8 phosphate buffer. Inventi Rapid Pharm. Anal. Qual. Assur. 24(7), 28–35 (2010)
A.J. Kasabe, V.V. Shitole, V.V. Waghmare, Simultaneous estimation of metronidazole and ofloxacin in combined dosage form by reverse-phase high-performance liquid chromatography method. Int. J. ChemTech Res. 1(4), 1244–1250 (2009)
V. Maslarska, B. Tsvetkova, L. Peikova, S. Bozhanov, RP-HPLC method for simultaneous determination of metronidazole and ofloxacin in synthetic mixture. CBU Int. Conf. Innov. Sci. Educ. 5, 23–25 (2016). https://doi.org/10.12955/cbup.v4.871
K. Fathima, O. Ahmed, S. Vakeeluddin, Analytical method development and validation for the simultaneous estimation of ofloxacin and metronidazole in bulk and dosage form using RP-HPLC. Indo Am. J. Pharm. Sci. 4(7), 2017–2028 (2017)
E.J. Schapoval, Microbiological assay for determination of ofloxacin injection. J. Pharm. Biomed. Anal. 27(1–2), 91–96 (2002). https://doi.org/10.1016/S0731-7085(01)00513-1
International council for harmonization (ICH) Q2 (R1) tripartite guideline, Analytical method validation, (1994), pp. 1–13
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The authors of the manuscript are thankful to the principal, Maliba Pharmacy College and the provost, Uka Tarsadia University for providing the necessary infrastructure and facilities to complete the research work.
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Prajapati, P.B., Patel, N.M. & Shah, S.A. Implementation of DMAIC principle-based analytical quality by design approach to simultaneous estimation of metronidazole and ofloxacin by HPTLC method. J IRAN CHEM SOC 19, 2915–2928 (2022). https://doi.org/10.1007/s13738-022-02503-0
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DOI: https://doi.org/10.1007/s13738-022-02503-0