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Aboushady D, Parr MK, Hanafi RS. Quality-by-Design Is a Tool for Quality Assurance in the Assessment of Enantioseparation of a Model Active Pharmaceutical Ingredient. Pharmaceuticals (Basel) 2020; 13:ph13110364. [PMID: 33158197 PMCID: PMC7694297 DOI: 10.3390/ph13110364] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 10/31/2020] [Accepted: 10/31/2020] [Indexed: 12/12/2022] Open
Abstract
The design of experiments (DoE) is one of the quality-by-design tools valued in analytical method development, not only for cost reduction and time effectiveness, but also for enabling analytical method control and understanding via a systematic workflow, leading to analytical methods with built-in quality. This work aimed at using DoE to enhance method understanding for a developed UHPLC enantioseparation of terbutaline (TER), a model chiral drug, and to define quality assurance parameters associated with using chiral mobile phase additives (CMPA). Within a response surface methodology workflow, the effect of different factors on both chiral resolution and retention was screened and optimized using Plackett-Burman and central composite designs, respectively, followed by multivariate mathematical modeling. This study was able to delimit method robustness and elucidate enantiorecognition mechanisms involved in interactions of TER with the chiral modifiers. Among many CMPAs, successful TER enantioresolution was achieved using hydroxypropyl β-cyclodextrin (HP-β-CD) added to the mobile phase as 5.4 mM HP-β-CD in 52.25 mM ammonium acetate. Yet, limited method robustness was observed upon switching between the different tested CMPA, concluding that quality can only be assured with specific minimal pre-run conditioning time with the CMPA, namely 16-column volume (60 min at 0.1 mL/min). For enantiorecognition understanding, computational molecular modeling revealed hydrogen bonding as the main binding interaction, in addition to dipole-dipole inside the CD cavity for the R enantiomer, while the S enantiomer was less interactive.
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Affiliation(s)
- Dina Aboushady
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Biotechnology, German University in Cairo, Cairo 11835, Egypt; (D.A.); (R.S.H.)
| | - Maria Kristina Parr
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2 + 4, 14195 Berlin, Germany
- Correspondence: ; Tel.: +49-(0)-30-838-57-686
| | - Rasha S. Hanafi
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Biotechnology, German University in Cairo, Cairo 11835, Egypt; (D.A.); (R.S.H.)
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3
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Brandmaier S, Peijnenburg W, Durjava MK, Kolar B, Gramatica P, Papa E, Bhhatarai B, Kovarich S, Cassani S, Roy PP, Rahmberg M, Öberg T, Jeliazkova N, Golsteijn L, Comber M, Charochkina L, Novotarskyi S, Sushko I, Abdelaziz A, D'Onofrio E, Kunwar P, Ruggiu F, Tetko IV. The QSPR-THESAURUS: The Online Platform of the CADASTER Project. Altern Lab Anim 2019; 42:13-24. [DOI: 10.1177/026119291404200104] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Stefan Brandmaier
- Helmholtz-Zentrum München — German Research Centre for Environmental Health (GmbH), Research Unit of Molecular Epidemiology, Institute of Epidemiology II, Munich, Germany
| | - Willie Peijnenburg
- National Institute of Public Health and the Environment, Centre for Safety of Substances and Products (RIVM), Bilthoven, The Netherlands
- Leiden University, Institute of Environmental Sciences, Department of Conservation Biology, Leiden, The Netherlands
| | - Mojca K. Durjava
- National Institute for Health, Environment and Food, Maribor, Slovenia
| | - Boris Kolar
- National Institute for Health, Environment and Food, Maribor, Slovenia
| | - Paola Gramatica
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
| | - Ester Papa
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
| | - Barun Bhhatarai
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
| | - Simona Kovarich
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
| | - Stefano Cassani
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
| | - Partha Pratim Roy
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
| | - Magnus Rahmberg
- IVL Swedish Environmental Research Institute Ltd, Stockholm, Sweden
| | - Tomas Öberg
- School of Natural Sciences, Linnaeus University, Kalmar, Sweden
| | | | - Laura Golsteijn
- Radboud University Nijmegen, Institute for Wetland and Water Research, Department of Environmental Science, Nijmegen, The Netherlands
| | | | | | | | | | | | - Elisa D'Onofrio
- University of Insubria, QSAR Research Unit in Environmental Chemistry and Ecotoxicology, DiSTA, Varese, Italy
- Helmholtz-Zentrum München — German Research Centre for Environmental Health (GmbH), Institute of Structural Biology, Munich, Germany
| | - Prakash Kunwar
- Helmholtz-Zentrum München — German Research Centre for Environmental Health (GmbH), Institute of Structural Biology, Munich, Germany
| | - Fiorella Ruggiu
- Helmholtz-Zentrum München — German Research Centre for Environmental Health (GmbH), Institute of Structural Biology, Munich, Germany
| | - Igor V. Tetko
- eADMET GmbH, Garching, Germany
- Helmholtz-Zentrum München — German Research Centre for Environmental Health (GmbH), Institute of Structural Biology, Munich, Germany
- Chemistry Department, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia
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Chomenidis C, Drakakis G, Tsiliki G, Anagnostopoulou E, Valsamis A, Doganis P, Sopasakis P, Sarimveis H. Jaqpot Quattro: A Novel Computational Web Platform for Modeling and Analysis in Nanoinformatics. J Chem Inf Model 2017; 57:2161-2172. [DOI: 10.1021/acs.jcim.7b00223] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Charalampos Chomenidis
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
| | - Georgios Drakakis
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
| | - Georgia Tsiliki
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
| | - Evangelia Anagnostopoulou
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
| | - Angelos Valsamis
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
| | - Philip Doganis
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
| | - Pantelis Sopasakis
- STADIUS
Center for Dynamical Systems, Signal Processing and Data Analytics,
Department of Electrical Engineering (ESAT), KU Leuven, Kasteelpark
Arenberg 10, 3001 Leuven, Belgium
| | - Haralambos Sarimveis
- School
of Chemical Engineering, National Technical University of Athens, Heroon Polytechneiou 9, Zografou, Athens, Greece
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6
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Daghir-Wojtkowiak E, Wiczling P, Bocian S, Kubik Ł, Kośliński P, Buszewski B, Kaliszan R, Markuszewski MJ. Least absolute shrinkage and selection operator and dimensionality reduction techniques in quantitative structure retention relationship modeling of retention in hydrophilic interaction liquid chromatography. J Chromatogr A 2015; 1403:54-62. [DOI: 10.1016/j.chroma.2015.05.025] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 05/07/2015] [Accepted: 05/11/2015] [Indexed: 12/16/2022]
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