COMPUTATIONAL MULTI-FACTOR MODELING TO THE SIMULTANEOUS DETERMINATION OF ASSAY AND RELATED SUBSTANCES METHOD DEVELOPMENT, VALIDATION, AND IDENTIFICATION OF MAJOR DEGRADATION PRODUCT OF COVID-19 DRUG MOLNUPIRAVIR BY HPLC: A STRATEGIC RESEARCH USING AQBD

Authors

  • SANDIP KUMAR DEY Department of Pharmaceutical Chemistry, School of Pharmacy, GITAM (Deemed to be University), Visakhapatnam-530045, Andhra Pradesh, India https://orcid.org/0009-0008-1727-053X
  • SUMANTA MONDAL Department of Pharmaceutical Chemistry, School of Pharmacy, GITAM (Deemed to be University), Visakhapatnam-530045, Andhra Pradesh, India https://orcid.org/0000-0001-7366-3444

DOI:

https://doi.org/10.22159/ijap.2025v17i2.53192

Keywords:

Molnupiravir, Quality by design, AQbD, Degradation, Validation, LOD, LOQ, Identification

Abstract

Objective: In the current study, a new approach was developed for the simultaneous determination of molnupiravir with its degradation products using RP-HPLC by following the Analytical Quality by Design (AQbD) approach, a proactive strategy for advancing pharmaceutical research.

Methods: Development was carried out by applying the two levels of fractional factorial design (2[5-1] with Resolution: V, four center points, and no replicates) to the five independent factors. The separation was achieved using liquid chromatography, equipped with XBridge BEH Shield (250 mm x 4.6 mm, 3.5 µm) RP18 column at 260 nm with gradient elution. A force degradation study was performed in different stressed conditions and a major degradant was identified using modern analytical techniques.

Results: The dependent factors were assessed against independent factors using the H-N plot, Pareto chart, and 3D surface plot applied through ANOVA. Major degradant obtained from stress study was identified and characterized using LC-MS, NMR, and FTIR techniques. The analytical method was found to be specific, precise (% RSD ≤ 2.0), linear (r = 0.9999) and accurate (99.2-101.4 %) with a 0.2-0.6 mg/ml range. The LOD and LOQ were 0.02 % (0.08 µg/ml, S/N ratio ≥ 3) and 0.05 % (0.2 µg/ml, S/N ratio ≥ 10, % RSD: 2.2) respectively. The analytical solutions were stable for 48 hour in the clear glassware at room temperature. The study depicts the successful development and validation of a simultaneous determination of assay and related substances by RP-HPLC using Design of Experiments (DoE) approach.

Conclusion: A Fractional Factorial Design (FFD) experiment explored the interactions of dependent with independent factors using Design Expert software, version 13.0. This AQbD-driven approach provided an in-depth understanding of chromatographic separation factors, ensuring method reliability and effectiveness for simultaneously determining the purity and impurity of molnupiravir, assisting in regulatory compliance.

References

Fischer WA, Eron JJ, Holman W, Cohen MS, Fang L, Szewczyk LJ. A phase 2a clinical trial of molnupiravir in patients with COVID-19 shows accelerated SARS-CoV-2 RNA clearance and elimination of infectious virus. Sci Transl Med. 2022 Jan 19;14(628):eabl7430. doi: 10.1126/scitranslmed.abl7430, PMID 34941423.

Zou R, Peng L, Shu D, Zhao L, Lan J, Tan G. Antiviral efficacy and safety of molnupiravir against omicron variant infection: a randomized controlled clinical trial. Front Pharmacol. 2022 Jun 15;13:939573. doi: 10.3389/fphar.2022.939573, PMID 35784723.

Zhou S, Hill CS, Sarkar S, Tse LV, Woodburn BM, Schinazi RF. Beta-d-N4-hydroxycytidine inhibits SARS-CoV-2 through lethal mutagenesis but is also mutagenic to mammalian cells. J Infect Dis. 2021 Aug 2;224(3):415-9. doi: 10.1093/infdis/jiab247, PMID 33961695.

Kabinger F, Stiller C, Schmitzova J, Dienemann C, Kokic G, Hillen HS. Mechanism of molnupiravir induced SARS-CoV-2 mutagenesis. Nat Struct Mol Biol. 2021 Sep;28(9):740-6. doi: 10.1038/s41594-021-00651-0, PMID 34381216.

Singh AK, Singh A, Singh R, Misra A. Molnupiravir in COVID-19: a systematic review of literature. Diabetes Metab Syndr. 2021 Oct 30;15(6):102329. doi: 10.1016/j.dsx.2021.102329, PMID 34742052.

Pharmaceutical development international conference on harmonisation of technical requirements for registration of pharmaceuticals for human use. Available from: https://database.ichq8(r2);2009.org/sites/default/files/q8%28r2%29%20guideline.pdf.

Quality risk management international council for harmonisation of technical requirements for pharmaceuticals for human use. Available from: https://database.ichQ9(R1);2009.org/sites/default/files/ICH_Q9%28R1%29_Guideline_Step4_2023_0126_0.pdf.

Pharmaceutical quality system international conference on harmonisation of technical requirements for registration of pharmaceuticals for human use. Available from: https://database.ich q10;2008.org/sites/default/files/q8%28r2%29%20guideline.pdf.

Tol T, Kadam N, Raotole N, Desai A, Samanta G. A simultaneous determination of related substances by high-performance liquid chromatography in a drug product using quality by design approach. J Chromatogr A. 2016 Feb 5;1432:26-38. doi: 10.1016/j.chroma.2015.12.080, PMID 26792450.

Celia C, DI Marzio LD, Locatelli M, Ramundo P, D Ambrosio F, Tartaglia A. Current trends in simultaneous determination of co-administered Drugs. Separations. 2020 May 28;7(2):29. doi: 10.3390/separations7020029.

Hasan MH, Gouda AA, Hassan AE, Elsayed SG, Mousa HS. Implementation of analytical quality by design concepts for the optimization of quantitative 1H nuclear magnetic resonance (1H-qNMR) method for quantitation of novel anti-covid drugs (molnupiravir and favipiravir) in their pharmaceutical dosage forms. Microchem J. 2024 Jan;196:109582. doi: 10.1016/j.microc.2023.109582.

Nuli MV, Bhikshapathi D, Garige AK, Chandupatla V, Sunkara SL, Grover P. Ultra high performance liquid chromatography method development for the quantification of molnupiravir and its process related impurities using box behnken experimental design. Separation Science Plus. 2024 Feb 1;7(4):e2300213. doi: 10.1002/sscp.202300213.

Bhangale C, Bhandare S, Vaditake K. Eco-friendly analytical quality by design-based liquid chromatographic method for estimation of molnupiravir in bulk and pharmaceutical formulation. J Pharm Negat Results. 2022;13(10):4424-35. doi: 10.47750/pnr.2022.13.S10.06.584.

Kalpana RM, Chaitanya SK, Sareesh K. Analytical method development and validation for the estimation of molnupiravir in bulk and pharmaceutical tablet dosage form by RP-HPLC. Int J Pharm Pharm Res. 2022 Nov 30;25(4):208-20.

Recber T, Timur SS, Erdogan Kablan S, Yalcın F, Karabulut TC, Neslihan Gursoy R. A stability indicating RP-HPLC method for determination of the COVID-19 drug molnupiravir applied using nanoformulations in permeability studies. J Pharm Biomed Anal. 2022 May 30;214:114693. doi: 10.1016/j.jpba.2022.114693, PMID 35276385.

Kumar GR, Babu BS, Rao RR, Vardhan VM, Abbaraju VD. Method development and validation of a specific stability indicating RP-HPLC method for molnupiravir API. J Pharm Res Int. 2021 Dec 27;33(60B):3026-35. doi: 10.9734/jpri/2021/v33i60B34973.

Analytical procedure development international council for harmonisation of technical requirements for pharmaceuticals for human use. Available from: https://database.ichQ14;2023.org/sites/default/files/ICH_Q14_Guideline_2023_1116_1.pdf.

Validation of analytical procedures International Council for harmonisation of technical requirements for pharmaceuticals for human use. Available from: https://database.ichQ2(R2);2023.org/sites/default/files/ICH_Q2%28R2%29_Guideline_2023_1130.pdf. [Last accessed on 1 Nov 2023].

Dhand. QBD approach to method development and validation of orciprenaline sulphate by HPLC. J Glob Trends Pharm Sci. 2020;11(4):8634-40.

Turpin J, Luku AY PH, Verseput R. A quality by design methodology for rapid LC method development part. Vol. 1. S-Matrix Corporation; 2012.

Myers R, Montgomery D, Anderson Cook C. Response surface methodology: process and product optimization using designed experiments. 4th ed. NJ: John Wiley & Sons; 2016.

Vankudre S, Shirkoli N, Shetti P. A robust ultra-performance liquid chromatography method for dacarbazine quantification in nanosponge formulation: a quality by design approach. Anal Chem Lett. 2024 Aug;14(4):513-27. doi: 10.1080/22297928.2024.2378813.

Patel KY, Dedania ZR, Dedania RR, Patel U. QBD approach to HPLC method development and validation of ceftriaxone sodium. Future J Pharm Sci. 2021 Jul 13;7(1):141. doi: 10.1186/s43094-021-00286-4.

Shamim A, Ansari MJ, Aodah A, Iqbal M, Aqil M, Mirza MA. QBD engineered development and validation of a RP-HPLC method for simultaneous estimation of rutin and ciprofloxacin HCL in bilosomal nanoformulation. ACS Omega. 2023 Jun 8;8(24):21618-27. doi: 10.1021/acsomega.3c00956, PMID 37360463.

Bhusnure. QBD approach for analytical method development of antipsychotic drug. Pharm Lett. 2015;7(12):62-70.

Kumari N, Singh B, Saini G, Chaudhary A, Verma K, Vyas M. Quality by design: a systematic approach for the analytical method validation. J Drug Delivery Ther. 2019;9(3-s):1006-12. doi: 10.22270/jddt.v9i3-s.3114.

Kelley B, Cromwell M, Jerkins J. Integration of QBD risk assessment tools and overall risk management. Biologicals. 2016 Sep;44(5):341-51. doi: 10.1016/j.biologicals.2016.06.001, PMID 27461127.

Dewi M, Pratama R, Arifka M, Chaerunisaa A. Quality by design: approach to analytical method validation. Sci Pharm. 2022 Jun 27;1(1):38-46. doi: 10.58920/sciphar01010033.

Mondal P, Rani S, Ramakrishna R. Novel stability indicating validated RP-HPLC method for simultaneous quantification of artemether and lumefantrine in bulk and tablet. Curr Pharm Anal. 2014;10(4):271-78. doi: 10.2174/1573412910666140701183927.

Mondal P, Mahender K, Padmaja B. A novel UPLC-PDA method for the simultaneous determination of lamivudine-zidovudine and nevirapine in bulk and tablet dosage form. Anal Chem Lett. 2018 Mar 15;8(1):131-8. doi: 10.1080/22297928.2017.1400921.

Gupta A, Kossambe RV, Moorkoth S. Box behnken design assisted eco-friendly RP-HPLC PDA method for the quantification of paclitaxel: application to evaluate the solubility of paclitaxel cyclodextrin complex. Int J App Pharm. 2024 Aug 24;16(6):305-15. doi: 10.22159/ijap.2024v16i6.51690.

Kauser R, Padavala SK, Palanivel V. Optimization of LC-MS/MS method for the simultaneous determination of metformin and rosiglitazone in human plasma with box behnken design. Int J App Pharm. 2024 Aug 15;16(6):98-105. doi: 10.22159/ijap.2024v16i6.51936.

Annadi AM, El Zahar NM, El Din A Abdel Sattar N, Mohamed EH, Mahmoud SA, Attia MS. Development and validation of molnupiravir assessment in bulk powder and pharmaceutical formulation by the RP-HPLC-UV method. RSC Adv. 2022 Nov 12;12(53):34512-9. doi: 10.1039/D2RA05066H, PMID 36545624.

Sravanthi G, Gandla K, Repudi L. New analytical method development and validation for estimation of molnupiravir in bulk and tablet dosage form by RP-HPLC method. Cell Mol Biomed Rep. 2023;3(3):130-6. doi: 10.55705/cmbr.2023.375093.1087.

Camlik G, Beyazaslan F, Kara E, Ulker D, Albayrak I, Degim I. A validated high-pressure liquid chromatography (HPLC) method for molnupiravir. MRAJ. 2022;10(9). doi: 10.18103/mra.v10i9.3127.

Masipogu A, Dodle J, Anisetti R. Stability indicating method development and method validation for the estimation of molnupiravir in bulk and pharmaceutical dosage preparations by RP-UPLC. Am J Pharmacol Sci. 2022 Nov 3;9(10):301-9.

Bindu M, Gandla K, Vemireddy S, Samuel S, Praharsha Y. A validated stability indicating RP-HPLC method for the determination of molnupiravir in pharmaceutical dosage form. World J Adv Respir Res. 2022 Jul 22;15(1):580-90.

Deshpande M, Shaikh F, Sable V, Patil K, Holam MR, Tare H. New stability indicating RP-HPLC method for estimation of the drug molnupiravir. Int J Pharm Qual Assur. 2023 Mar 25;14(1):149-58. doi: 10.25258/ijpqa.14.1.26.

Somshetwar K, Damle M. Stability indicating eco-friendly HPLC method for molnupiravir. IJSR. 2022 Mar;11(3):375-8. doi: 10.21275/SR22307172002.

Published

07-03-2025

How to Cite

DEY, S. K., & MONDAL, S. (2025). COMPUTATIONAL MULTI-FACTOR MODELING TO THE SIMULTANEOUS DETERMINATION OF ASSAY AND RELATED SUBSTANCES METHOD DEVELOPMENT, VALIDATION, AND IDENTIFICATION OF MAJOR DEGRADATION PRODUCT OF COVID-19 DRUG MOLNUPIRAVIR BY HPLC: A STRATEGIC RESEARCH USING AQBD. International Journal of Applied Pharmaceutics, 17(2), 204–224. https://doi.org/10.22159/ijap.2025v17i2.53192

Issue

Section

Original Article(s)

Similar Articles

1 2 3 4 5 > >> 

You may also start an advanced similarity search for this article.