Investigation of the Formaldehyde-Catalyzed NNitrosation of Dialkyl Amines: An Automated Experimental and Kinetic Modelling Study Using Dibutylamine

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 kineti...

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Veröffentlicht in:Journal of pharmaceutical sciences 2024-06, Vol.113 (6), p.1624-1635
Hauptverfasser: Diab, Samir, Ferrini, Paola, Dominey, Andrew P., Whiting, Matthew P., Wickens, James R., Ashworth, Ian W., Rainey, Trevor J.
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container_end_page 1635
container_issue 6
container_start_page 1624
container_title Journal of pharmaceutical sciences
container_volume 113
creator Diab, Samir
Ferrini, Paola
Dominey, Andrew P.
Whiting, Matthew P.
Wickens, James R.
Ashworth, Ian W.
Rainey, Trevor J.
description 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. [Display omitted] •Automated experimental investigation of formaldehyde-catalyzed N-nitrosation of dibutylamine in the presence of nitrite in aqueous solution.•An augmented kinetic model for the solution phase N-nitrosation of dialkyl amines including formaldehyde-catalyzed reactions is presented.•Simulations show that acid-promoted nitrosation mechanisms have significantly greater impact on nitrosamine formation than formaldehyde-catalyzed mechanisms at low formaldehyde concentrati
doi_str_mv 10.1016/j.xphs.2024.01.017
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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. [Display omitted] •Automated experimental investigation of formaldehyde-catalyzed N-nitrosation of dibutylamine in the presence of nitrite in aqueous solution.•An augmented kinetic model for the solution phase N-nitrosation of dialkyl amines including formaldehyde-catalyzed reactions is presented.•Simulations show that acid-promoted nitrosation mechanisms have significantly greater impact on nitrosamine formation than formaldehyde-catalyzed mechanisms at low formaldehyde concentrations.•Formaldehyde-catalyzed mechanisms become more significant at neutral to high pH in the presence of high levels of formaldehyde, e.g., during certain synthetic or workup steps.•Global sensitivity analysis shows that experimental data should be generated for an amine without available kinetic parameters required to use the model.</description><identifier>ISSN: 0022-3549</identifier><identifier>EISSN: 1520-6017</identifier><identifier>DOI: 10.1016/j.xphs.2024.01.017</identifier><identifier>PMID: 38307493</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Automation ; Formaldehyde ; Impurities ; Kinetic modelling ; N-nitrosamines ; Nitrite ; Risk assessment</subject><ispartof>Journal of pharmaceutical sciences, 2024-06, Vol.113 (6), p.1624-1635</ispartof><rights>2024 American Pharmacists Association</rights><rights>Copyright © 2024 American Pharmacists Association. 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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. [Display omitted] •Automated experimental investigation of formaldehyde-catalyzed N-nitrosation of dibutylamine in the presence of nitrite in aqueous solution.•An augmented kinetic model for the solution phase N-nitrosation of dialkyl amines including formaldehyde-catalyzed reactions is presented.•Simulations show that acid-promoted nitrosation mechanisms have significantly greater impact on nitrosamine formation than formaldehyde-catalyzed mechanisms at low formaldehyde concentrations.•Formaldehyde-catalyzed mechanisms become more significant at neutral to high pH in the presence of high levels of formaldehyde, e.g., during certain synthetic or workup steps.•Global sensitivity analysis shows that experimental data should be generated for an amine without available kinetic parameters required to use the model.</description><subject>Automation</subject><subject>Formaldehyde</subject><subject>Impurities</subject><subject>Kinetic modelling</subject><subject>N-nitrosamines</subject><subject>Nitrite</subject><subject>Risk assessment</subject><issn>0022-3549</issn><issn>1520-6017</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kctuFDEQRS0EIkPgB1ggL9n0pGz3Y4zYjCYJiQhhAVlbFbs646Efk7Y7SvMdfDBuTcgSqyTX4tRV1b2MvRewFCDKk93ycb8NSwkyX4JIVb1gC1FIyMrUv2QLACkzVeT6iL0JYQcAJRTFa3akVgqqXKsF-3PZPVCI_g6j7zve1zxuiZ_3Q4uNo-3kKNtgxGb6TY5fX_s49OEZPfXY_Joavm59R-ETX3d8Pca-xZjgs8c9Db6lLk1z7Bz_mqDoLf_WO2oa393xH3F0E78Jc3_qb8c4NThLvWWvamwCvXv6j9nN-dnPzUV29f3L5WZ9lVkJQmUlVqhypxCpLp0uELVVEsoSV5geVaJUZAspkg1FbYXOBeVlDlCgE0BaHbOPB9390N-PyQbT-mDTcthRPwYjtcy11pVYJVQeUJsMCAPVZp-Ow2EyAsychtmZOQ0zp2FApKrS0Icn_fG2Jfc88s_-BHw-AJSufPA0mGA9dZacH8hG43r_P_2_OMKeGA</recordid><startdate>20240601</startdate><enddate>20240601</enddate><creator>Diab, Samir</creator><creator>Ferrini, Paola</creator><creator>Dominey, Andrew P.</creator><creator>Whiting, Matthew P.</creator><creator>Wickens, James R.</creator><creator>Ashworth, Ian W.</creator><creator>Rainey, Trevor J.</creator><general>Elsevier Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-3476-2671</orcidid><orcidid>https://orcid.org/0000-0001-7210-3875</orcidid><orcidid>https://orcid.org/0000-0001-8576-1228</orcidid></search><sort><creationdate>20240601</creationdate><title>Investigation of the Formaldehyde-Catalyzed NNitrosation of Dialkyl Amines: An Automated Experimental and Kinetic Modelling Study Using Dibutylamine</title><author>Diab, Samir ; Ferrini, Paola ; Dominey, Andrew P. ; Whiting, Matthew P. ; Wickens, James R. ; Ashworth, Ian W. ; Rainey, Trevor J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2013-6a7a34d3aaef6d95aa9c32066a8aaaae7163ec5210225fc1941e464005ad10e93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Automation</topic><topic>Formaldehyde</topic><topic>Impurities</topic><topic>Kinetic modelling</topic><topic>N-nitrosamines</topic><topic>Nitrite</topic><topic>Risk assessment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Diab, Samir</creatorcontrib><creatorcontrib>Ferrini, Paola</creatorcontrib><creatorcontrib>Dominey, Andrew P.</creatorcontrib><creatorcontrib>Whiting, Matthew P.</creatorcontrib><creatorcontrib>Wickens, James R.</creatorcontrib><creatorcontrib>Ashworth, Ian W.</creatorcontrib><creatorcontrib>Rainey, Trevor J.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of pharmaceutical sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Diab, Samir</au><au>Ferrini, Paola</au><au>Dominey, Andrew P.</au><au>Whiting, Matthew P.</au><au>Wickens, James R.</au><au>Ashworth, Ian W.</au><au>Rainey, Trevor J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Investigation of the Formaldehyde-Catalyzed NNitrosation of Dialkyl Amines: An Automated Experimental and Kinetic Modelling Study Using Dibutylamine</atitle><jtitle>Journal of pharmaceutical sciences</jtitle><addtitle>J Pharm Sci</addtitle><date>2024-06-01</date><risdate>2024</risdate><volume>113</volume><issue>6</issue><spage>1624</spage><epage>1635</epage><pages>1624-1635</pages><issn>0022-3549</issn><eissn>1520-6017</eissn><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. 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subjects Automation
Formaldehyde
Impurities
Kinetic modelling
N-nitrosamines
Nitrite
Risk assessment
title Investigation of the Formaldehyde-Catalyzed NNitrosation of Dialkyl Amines: An Automated Experimental and Kinetic Modelling Study Using Dibutylamine
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