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In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits

BACKGROUND: Morphine can cause central nervous system side effects which impair driving skills. The legal blood morphine concentration limit for driving is 20 µg/L in France/Poland/Netherlands and 80 µg/L in England/Wales. There is no guidance as to the morphine dose leading to this concentration. A...

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Autores principales: Boland, Jason W, Johnson, Miriam, Ferreira, Diana, Berry, David J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6041735/
https://www.ncbi.nlm.nih.gov/pubmed/29724154
http://dx.doi.org/10.1177/0269216318773956
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author Boland, Jason W
Johnson, Miriam
Ferreira, Diana
Berry, David J
author_facet Boland, Jason W
Johnson, Miriam
Ferreira, Diana
Berry, David J
author_sort Boland, Jason W
collection PubMed
description BACKGROUND: Morphine can cause central nervous system side effects which impair driving skills. The legal blood morphine concentration limit for driving is 20 µg/L in France/Poland/Netherlands and 80 µg/L in England/Wales. There is no guidance as to the morphine dose leading to this concentration. AIM: The in silico (computed) relationship of oral morphine dose and plasma concentration was modelled to provide dose estimates for a morphine plasma concentration above 20 and 80 µg/L in different patient groups. DESIGN: A dose–concentration model for different genders, ages and oral morphine formulations, validated against clinical pharmacokinetic data, was generated using Simcyp(®), a population-based pharmacokinetic simulator. SETTING/PARTICIPANTS: Healthy Northern European population parameters were used with age, gender and renal function being varied in the different simulation groups. In total, 36,000 simulated human subjects (100 per modelled group of different ages and gender) received repeated simulated morphine dosing with modified-release or immediate-release formulations. RESULTS: Older age, women, modified-release formulation and worse renal function were associated with higher plasma concentrations. Across all groups, morphine doses below 20 mg/day were unlikely to result in a morphine plasma concentration above 20 µg/L; this was 80 mg/day with the 80 µg/L limit. CONCLUSION: This novel study provides predictions of the in silico (computed) dose–concentration relationship for international application. Individualised morphine prescribing decisions by clinicians must be informed by clinical judgement considering the individual patient’s level of impairment and insight irrespective of the blood morphine concentration as people who have impaired driving will be breaking the law. Taking into account expected morphine concentrations enables improved individualised decision making.
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spelling pubmed-60417352018-07-18 In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits Boland, Jason W Johnson, Miriam Ferreira, Diana Berry, David J Palliat Med Original Articles BACKGROUND: Morphine can cause central nervous system side effects which impair driving skills. The legal blood morphine concentration limit for driving is 20 µg/L in France/Poland/Netherlands and 80 µg/L in England/Wales. There is no guidance as to the morphine dose leading to this concentration. AIM: The in silico (computed) relationship of oral morphine dose and plasma concentration was modelled to provide dose estimates for a morphine plasma concentration above 20 and 80 µg/L in different patient groups. DESIGN: A dose–concentration model for different genders, ages and oral morphine formulations, validated against clinical pharmacokinetic data, was generated using Simcyp(®), a population-based pharmacokinetic simulator. SETTING/PARTICIPANTS: Healthy Northern European population parameters were used with age, gender and renal function being varied in the different simulation groups. In total, 36,000 simulated human subjects (100 per modelled group of different ages and gender) received repeated simulated morphine dosing with modified-release or immediate-release formulations. RESULTS: Older age, women, modified-release formulation and worse renal function were associated with higher plasma concentrations. Across all groups, morphine doses below 20 mg/day were unlikely to result in a morphine plasma concentration above 20 µg/L; this was 80 mg/day with the 80 µg/L limit. CONCLUSION: This novel study provides predictions of the in silico (computed) dose–concentration relationship for international application. Individualised morphine prescribing decisions by clinicians must be informed by clinical judgement considering the individual patient’s level of impairment and insight irrespective of the blood morphine concentration as people who have impaired driving will be breaking the law. Taking into account expected morphine concentrations enables improved individualised decision making. SAGE Publications 2018-05-04 2018-07 /pmc/articles/PMC6041735/ /pubmed/29724154 http://dx.doi.org/10.1177/0269216318773956 Text en © The Author(s) 2018 http://www.creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Articles
Boland, Jason W
Johnson, Miriam
Ferreira, Diana
Berry, David J
In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
title In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
title_full In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
title_fullStr In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
title_full_unstemmed In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
title_short In silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
title_sort in silico (computed) modelling of doses and dosing regimens associated with morphine levels above international legal driving limits
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6041735/
https://www.ncbi.nlm.nih.gov/pubmed/29724154
http://dx.doi.org/10.1177/0269216318773956
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