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Diab S, Ferrini P, Dominey AP, Whiting MP, Wickens JR, Ashworth IW, Rainey TJ. Investigation of the Formaldehyde-Catalyzed NNitrosation of Dialkyl Amines: An Automated Experimental and Kinetic Modelling Study Using Dibutylamine. J Pharm Sci 2024:S0022-3549(24)00022-4. [PMID: 38307493 DOI: 10.1016/j.xphs.2024.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/12/2024] [Accepted: 01/25/2024] [Indexed: 02/04/2024]
Abstract
The potential for drug substances and drug products to contain low levels of N-nitrosamines is of continued interest to the pharmaceutical industry and regulatory authorities. Acid-promoted nitrosation mechanisms in solution have been investigated widely in the literature and are supported by kinetic modelling studies. Carbonyl compounds, particularly formaldehyde, which may be present as impurities in excipients and drug product packaging components or introduced during drug substance manufacturing processes are also known to catalyze nitrosation, but their impact on the risk of N-nitrosamine formation has not been systematically investigated to date. In this study, we experimentally investigated the multivariate impact of formaldehyde, nitrite and pH on N-nitrosation in aqueous solution using dibutylamine as a model amine. We augmented a published kinetic model by adding formaldehyde-catalyzed nitrosation reactions. We validated the new kinetic model vs. the experimental data and then used the model to systematically investigate the impact of formaldehyde levels on N-nitrosamine formation. Simulations of aqueous solution systems show that at low formaldehyde levels the formaldehyde-catalyzed mechanisms are insignificant in comparison to other routes. However, formaldehyde-catalyzed mechanisms can become more significant at neutral and high pH under higher formaldehyde levels. Model-based sensitivity analysis demonstrated that under high nitrite levels and low formaldehyde levels (where the rate of formaldehyde-catalyzed nitrosation is low compared to the acid-promoted pathways) the model can be used with kinetic parameters for model amines in the literature without performing additional experiments to fit amine-specific parameters. For other combinations of reaction parameters containing formaldehyde, the formaldehyde-catalyzed kinetics are non-negligible, and thus it is advised that, under such conditions, additional experiments should be conducted to reliably use the model.
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Affiliation(s)
- Samir Diab
- GSK, Park Road, Ware SG12 0DP, United Kingdom.
| | - Paola Ferrini
- GSK, Gunnels Wood Road, Stevenage SG1 2NY, United Kingdom
| | | | | | | | - Ian W Ashworth
- Chemical Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, SK10 2NA United Kingdom
| | - Trevor J Rainey
- Gilead Sciences, 333 Lakeside Drive, Foster City, CA 94404, United States
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Stamatopoulos K, Ferrini P, Nguyen D, Zhang Y, Butler JM, Hall J, Mistry N. Integrating In Vitro Biopharmaceutics into Physiologically Based Biopharmaceutic Model (PBBM) to Predict Food Effect of BCS IV Zwitterionic Drug (GSK3640254). Pharmaceutics 2023; 15:pharmaceutics15020521. [PMID: 36839843 PMCID: PMC9965536 DOI: 10.3390/pharmaceutics15020521] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 01/30/2023] [Accepted: 02/02/2023] [Indexed: 02/09/2023] Open
Abstract
A strategy followed to integrate in vitro solubility and permeability data into a PBBM model to predict the food effect of a BCS IV zwitterionic drug (GSK3640254) observed in clinical studies is described. The PBBM model was developed, qualified and verified using clinical data of an immediate release (IR)-tablet (10-320 mg) obtained in healthy volunteers under fasted and fed conditions. The solubility of GSK3640254 was a function of its ionization state, the media composition and pH, whereas its permeability determined using MDCK cell lines was enhanced by the presence of mixed micelles. In vitro data alongside PBBM modelling suggested that the positive food effect observed in the clinical studies was attributed to micelle-mediated enhanced solubility and permeability. The biorelevant media containing oleic acid and cholesterol in fasted and fed levels enabled the model to appropriately capture the magnitude of the food effect. Thus, by using Simcyp® v20 software, the PBBM model accurately predicted the results of the food effect and predicted data were within a two-fold error with 70% being within 1.25-fold. The developed model strategy can be effectively adopted to increase the confidence of using PBBM models to predict the food effect of BCS class IV drugs.
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Affiliation(s)
- Konstantinos Stamatopoulos
- Biopharmaceutics, DPD, MDS, GlaxoSmithKline, David Jack Centre, Park Road, Ware SG12 0DP, UK
- Correspondence:
| | - Paola Ferrini
- Analytical Platform and Platform Modernisation, Analytical Development, DPD, MDS, GlaxoSmithKline, Gunnels Wood Road, Stevenage SG1 2NY, UK
| | - Dung Nguyen
- IVIVT DMPK Research, GlaxoSmithKline, 1250 S. Collegeville Road, Collegeville, PA 19426, USA
| | - Ying Zhang
- Clinical Pharmacology Modeling and Simulation, GSK, Collegeville, PA 19426, USA
| | - James M. Butler
- Biopharmaceutics, DPD, MDS, GlaxoSmithKline, David Jack Centre, Park Road, Ware SG12 0DP, UK
| | - Jon Hall
- Analytical Development, MDS, GlaxoSmithKline, David Jack Centre, Park Road, Ware SG12 0DP, UK
| | - Nena Mistry
- Biopharmaceutics, DPD, MDS, GlaxoSmithKline, David Jack Centre, Park Road, Ware SG12 0DP, UK
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Rinaldi R, Woodward R, Ferrini P, Rivera H. Lignin-First Biorefining of Lignocellulose: the Impact of Process Severity on the Uniformity of Lignin Oil Composition. J BRAZIL CHEM SOC 2018. [DOI: 10.21577/0103-5053.20180231] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Ferrini P, Koelewijn SF, Van Aelst J, Nuttens N, Sels BF. Zeolites as sustainable catalysts for the selective synthesis of renewable bisphenols from lignin-derived monomers. ChemSusChem 2017; 10:2249-2257. [PMID: 28375553 DOI: 10.1002/cssc.201700338] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 04/04/2017] [Indexed: 06/07/2023]
Abstract
Alternative biobased bisphenols from lignocellulosic biomass are not only favorable to reduce the environmental impact of current petroleum-derived plastics, but they can be simultaneously beneficial for health issues related to bisphenol A (BPA). Additionally, conventional BPA synthesis entails a large excess of unrecoverable homogeneous acid catalyst (e.g., HCl) or unrecyclable thermolabile sulfonated resins. In this report, zeolites are proposed as recoverable and thermally stable solid acids for the Brønsted-acid-catalyzed condensation between 4-methylguaiacol and formaldehyde to selectively produce renewable bisphenols. It is found that the Brønsted-acid-site density plays a pivotal role for catalyst performance. In particular, the cheap and environmentally friendly FAU 40 exhibits outstanding activity (turnover frequency of 496 h-1 ) and selectivity (>95 %), outperforming even the best benchmark catalyst. Additionally, the zeolite can be easily recycled without activity loss after regeneration by coke burn-off. The catalytic zeolite system also seems very promising for other lignin-derived alkylphenols, alkylguaiacols, and alkylsyringols.
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Affiliation(s)
- Paola Ferrini
- Center for Surface Chemistry and Catalysts, KU Leuven, Celestijnenlaan 200f, box 2461, Leuwen, 3001, Belgium
| | - Steven-Friso Koelewijn
- Center for Surface Chemistry and Catalysts, KU Leuven, Celestijnenlaan 200f, box 2461, Leuwen, 3001, Belgium
| | - Joost Van Aelst
- Center for Surface Chemistry and Catalysts, KU Leuven, Celestijnenlaan 200f, box 2461, Leuwen, 3001, Belgium
| | - Nicolas Nuttens
- Center for Surface Chemistry and Catalysts, KU Leuven, Celestijnenlaan 200f, box 2461, Leuwen, 3001, Belgium
| | - Bert F Sels
- Center for Surface Chemistry and Catalysts, KU Leuven, Celestijnenlaan 200f, box 2461, Leuwen, 3001, Belgium
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Ferrini P, Chesi C, Parkin N, Rinaldi R. Effect of methanol in controlling defunctionalization of the propyl side chain of phenolics from catalytic upstream biorefining. Faraday Discuss 2017; 202:403-413. [DOI: 10.1039/c7fd00069c] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
In recent years, lignin valorization has gained upward momentum owing to advances in both plant bioengineering and catalytic processing of lignin. In this new horizon, catalysis is now applied to the ‘pulping process’ itself, creating efficient methods for lignocellulose fractionation or deconstruction (here referred to as Catalytic Upstream Biorefining or ‘CUB’). These processes render, together with delignified pulps, lignin streams of low molecular weight (Mw) and low molecular diversity. Recently, we introduced a CUB process based on Early-stage Catalytic Conversion of Lignin (ECCL) through H-transfer reactions catalyzed by RANEY® Ni. This approach renders a lignin stream obtained as a viscous oil, comprising up to 60 wt% monophenolic compounds (Mw < 250 Da). The remaining oil fraction (40 wt%) is mainly composed of lignin oligomers, and as minor products, holocellulose-derived polyols and lignin-derived species of high Mw (0.25–2 kDa). Simultaneously, the process yields a holocellulose pulp with a low content of residual lignin (<5 wt%). Despite the efficiency of aqueous solutions of 2-propanol as a solvent for lignin fragments and an H-donor, there is scant information regarding the CUB process carried out in the presence of primary alcohols, which often inhibit the catalytic activity of RANEY® Ni, as revealed in model compound studies performed at low temperature. Considering the composition of the lignin oils obtained from CUB based on ECCL, the processes commonly render ortho-(di)methoxy-4-propylphenol derivatives with a varied degree of defunctionalization of the propyl side chain. In this contribution, we present the role of the alcohol solvent (methanol or 2-propanol) and Ni catalyst (Ni/C or RANEY® Ni) in control over selectivity of phenolic products. The current results indicate that solvent effects on the catalytic processes could hold the key for improving control over the degree of functionalization of the propyl side-chain in the lignin oil obtained from CUB, offering new avenues for lignin valorization at the extraction step.
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Affiliation(s)
- Paola Ferrini
- Max-Planck-Institut für Kohlenforschung
- 45470 Mülheim (Ruhr)
- Germany
| | - Claudio Chesi
- Imperial College London
- Department of Chemical Engineering
- UK
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Ferrini P, Rezende CA, Rinaldi R. Catalytic Upstream Biorefining through Hydrogen Transfer Reactions: Understanding the Process from the Pulp Perspective. ChemSusChem 2016; 9:3171-3180. [PMID: 27767259 DOI: 10.1002/cssc.201601121] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Indexed: 05/14/2023]
Abstract
Catalytic upstream biorefining (CUB) encompasses processes for plant biomass deconstruction through the early-stage conversion of lignin by the action of a hydrogenation catalyst. CUB processes produce lignin as an extensively depolymerised product (i.e., a viscous lignin oil) and render highly delignified pulps. In this report, we examine CUB from the pulp perspective. Notably, Raney Ni plays an indirect role in the processes that occur within the lignocellulose matrix. As there are negligible points of contact between the poplar wood chips and Raney Ni, the catalyst action is limited to the species leached from the matrix into the liquor. Nevertheless, the substantial changes in the liquor composition (through the decomposition of carboxylic acids and H-transfer reductive processes on the lignin fragments) have significant implications for the pulp composition, degree of polymerisation and morphology. Compared with organosolv pulps, CUB pulps show higher xylan retention, higher delignification, and higher polymerisation degree. Moreover, the correlation between these properties and the performance of the enzymatic hydrolyses of CUB and organosolv pulps reveals that the high susceptibility of CUB pulps is mostly caused by their lower residual lignin contents.
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Affiliation(s)
- Paola Ferrini
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1, 45470, Mülheim an der Ruhr, Germany
| | - Camila A Rezende
- Institute of Chemistry, State University of Campinas, P.O. Box 6154, 13083-970, Campinas, SP, Brazil
| | - Roberto Rinaldi
- Department of Chemical Engineering, Imperial College London, South Kensington Campus, SW7 2AZ, London, United Kingdom
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Wolf P, Liao WC, Ong TC, Valla M, Harris JW, Gounder R, van der Graaff WNP, Pidko EA, Hensen EJM, Ferrini P, Dijkmans J, Sels B, Hermans I, Copéret C. Identifying Sn Site Heterogeneities Prevalent Among Sn-Beta Zeolites. Helv Chim Acta 2016. [DOI: 10.1002/hlca.201600234] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Patrick Wolf
- Department of Chemistry and Applied Biosciences; ETH Zurich; Vladimir Prelog Weg 2 CH-8093 Zurich
- Department of Chemistry & Department of Chemical and Biological Engineering; University of Wisconsin - Madison; 1101 University Avenue Madison WI 53706 USA
| | - Wei-Chih Liao
- Department of Chemistry and Applied Biosciences; ETH Zurich; Vladimir Prelog Weg 2 CH-8093 Zurich
| | - Ta-Chung Ong
- Department of Chemistry and Applied Biosciences; ETH Zurich; Vladimir Prelog Weg 2 CH-8093 Zurich
| | - Maxence Valla
- Department of Chemistry and Applied Biosciences; ETH Zurich; Vladimir Prelog Weg 2 CH-8093 Zurich
| | - James W. Harris
- School of Chemical Engineering; Purdue University; 480 Stadium Mall Drive West Lafayette IN 47907 USA
| | - Rajamani Gounder
- School of Chemical Engineering; Purdue University; 480 Stadium Mall Drive West Lafayette IN 47907 USA
| | - William N. P. van der Graaff
- Inorganic Materials Chemistry Group; Schuit Institute of Catalysis; Eindhoven University of Technology; PO Box 513 NL-5600 MB Eindhoven
| | - Evgeny A. Pidko
- Inorganic Materials Chemistry Group; Schuit Institute of Catalysis; Eindhoven University of Technology; PO Box 513 NL-5600 MB Eindhoven
| | - Emiel J. M. Hensen
- Inorganic Materials Chemistry Group; Schuit Institute of Catalysis; Eindhoven University of Technology; PO Box 513 NL-5600 MB Eindhoven
| | - Paola Ferrini
- Center for Surface Science and Catalysis; Catholic University of Leuven; Kasteelpark Arenberg 23 BE-3001 Heverlee
| | - Jan Dijkmans
- Center for Surface Science and Catalysis; Catholic University of Leuven; Kasteelpark Arenberg 23 BE-3001 Heverlee
| | - Bert Sels
- Center for Surface Science and Catalysis; Catholic University of Leuven; Kasteelpark Arenberg 23 BE-3001 Heverlee
| | - Ive Hermans
- Department of Chemistry & Department of Chemical and Biological Engineering; University of Wisconsin - Madison; 1101 University Avenue Madison WI 53706 USA
| | - Christophe Copéret
- Department of Chemistry and Applied Biosciences; ETH Zurich; Vladimir Prelog Weg 2 CH-8093 Zurich
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Chesi C, de Castro IBD, Clough MT, Ferrini P, Rinaldi R. The Influence of Hemicellulose Sugars on Product Distribution of Early-Stage Conversion of Lignin Oligomers Catalysed by Raney Nickel. ChemCatChem 2016. [DOI: 10.1002/cctc.201600235] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Claudio Chesi
- Department of Chemical Engineering; Imperial College London; South Kensington Campus SW7 2AZ London UK
| | - Ilton B. D. de Castro
- Max-Planck-Institut für Kohlenforschung; Kaiser-Wilhelm-Platz 1 45470 Mülheim an der Ruhr Germany
| | - Matthew T. Clough
- Max-Planck-Institut für Kohlenforschung; Kaiser-Wilhelm-Platz 1 45470 Mülheim an der Ruhr Germany
| | - Paola Ferrini
- Max-Planck-Institut für Kohlenforschung; Kaiser-Wilhelm-Platz 1 45470 Mülheim an der Ruhr Germany
| | - Roberto Rinaldi
- Department of Chemical Engineering; Imperial College London; South Kensington Campus SW7 2AZ London UK
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Ferrini P, Rinaldi R. Innentitelbild: Catalytic Biorefining of Plant Biomass to Non-Pyrolytic Lignin Bio-Oil and Carbohydrates through Hydrogen Transfer Reactions (Angew. Chem. 33/2014). Angew Chem Int Ed Engl 2014. [DOI: 10.1002/ange.201406305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Ferrini P, Rinaldi R. Inside Cover: Catalytic Biorefining of Plant Biomass to Non-Pyrolytic Lignin Bio-Oil and Carbohydrates through Hydrogen Transfer Reactions (Angew. Chem. Int. Ed. 33/2014). Angew Chem Int Ed Engl 2014. [DOI: 10.1002/anie.201406305] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Ferrini P, Rinaldi R. Catalytic Biorefining of Plant Biomass to Non-Pyrolytic Lignin Bio-Oil and Carbohydrates through Hydrogen Transfer Reactions. Angew Chem Int Ed Engl 2014; 53:8634-9. [DOI: 10.1002/anie.201403747] [Citation(s) in RCA: 335] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Revised: 04/28/2014] [Indexed: 01/12/2023]
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Ferrini P, Rinaldi R. Catalytic Biorefining of Plant Biomass to Non-Pyrolytic Lignin Bio-Oil and Carbohydrates through Hydrogen Transfer Reactions. Angew Chem Int Ed Engl 2014. [DOI: 10.1002/ange.201403747] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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