Using in silico methods to determine optimal tapering regimens for decanoate-based long-acting injectable psychosis drugs

IF 3.4 3区 医学 Q2 PHARMACOLOGY & PHARMACY
James R. O’Neill, David M. Taylor, Mark A. Horowitz
{"title":"Using in silico methods to determine optimal tapering regimens for decanoate-based long-acting injectable psychosis drugs","authors":"James R. O’Neill, David M. Taylor, Mark A. Horowitz","doi":"10.1177/20451253241272790","DOIUrl":null,"url":null,"abstract":"Background:Reducing the dose of psychosis drugs in a gradual hyperbolic manner may minimise withdrawal effects and risk of relapse. There is presently limited guidance on tapering decanoate-based long-acting injectable dopamine antagonists (LIDAs).Objectives:We aimed to apply hyperbolic principles of tapering to the decanoate-based LIDAs flupentixol, zuclopenthixol and haloperidol to develop withdrawal regimens.Design:We used in silico methodology to predict plasma drug levels and D<jats:sub>2</jats:sub> occupancy for different LIDA regimens.Methods:Existing pharmacokinetic and receptor occupancy data from nuclear neuroimaging studies were used to power modelling. Abrupt discontinuation was examined as a potential strategy, and dose reduction was modelled with pre-defined constraints used in similar work of 10 (fast regimens), 5 (moderate) and 2.5 (slow) percentage points of D<jats:sub>2</jats:sub> occupancy change per month.Results:Abrupt discontinuation of decanoate-based LIDAs leads to excessive change in D<jats:sub>2</jats:sub> occupancy which violated our pre-defined constraints, potentially resulting in withdrawal symptoms and increased risk of relapse. Reduction of LIDA dose allowed hyperbolic reduction in plasma level consistent with imposed constraints on receptor occupancy reduction rate. For equivalent per-weekly LIDA dosing, more frequent administration allowed a more gradual reduction of D<jats:sub>2</jats:sub> occupancy. However, switching to oral forms is required to continue hyperbolic tapering to full discontinuation; reduction to zero using only LIDA produces too large a reduction in D<jats:sub>2</jats:sub> occupancy. Guidance for reduction and cessation of LIDAs according to slow, moderate and fast criteria is provided.Conclusion:Abrupt cessation of decanoate LIDAs is not consistent with gradual hyperbolic tapering, despite their longer half-lives compared with oral formulations. Reduction to the point of full discontinuation can only be achieved by switching to oral therapy to complete the taper. These results are limited by the in silico and theoretical nature of the study, and there is a need to confirm these findings through real-world observational and interventional studies.","PeriodicalId":23127,"journal":{"name":"Therapeutic Advances in Psychopharmacology","volume":null,"pages":null},"PeriodicalIF":3.4000,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Therapeutic Advances in Psychopharmacology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/20451253241272790","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0

Abstract

Background:Reducing the dose of psychosis drugs in a gradual hyperbolic manner may minimise withdrawal effects and risk of relapse. There is presently limited guidance on tapering decanoate-based long-acting injectable dopamine antagonists (LIDAs).Objectives:We aimed to apply hyperbolic principles of tapering to the decanoate-based LIDAs flupentixol, zuclopenthixol and haloperidol to develop withdrawal regimens.Design:We used in silico methodology to predict plasma drug levels and D2 occupancy for different LIDA regimens.Methods:Existing pharmacokinetic and receptor occupancy data from nuclear neuroimaging studies were used to power modelling. Abrupt discontinuation was examined as a potential strategy, and dose reduction was modelled with pre-defined constraints used in similar work of 10 (fast regimens), 5 (moderate) and 2.5 (slow) percentage points of D2 occupancy change per month.Results:Abrupt discontinuation of decanoate-based LIDAs leads to excessive change in D2 occupancy which violated our pre-defined constraints, potentially resulting in withdrawal symptoms and increased risk of relapse. Reduction of LIDA dose allowed hyperbolic reduction in plasma level consistent with imposed constraints on receptor occupancy reduction rate. For equivalent per-weekly LIDA dosing, more frequent administration allowed a more gradual reduction of D2 occupancy. However, switching to oral forms is required to continue hyperbolic tapering to full discontinuation; reduction to zero using only LIDA produces too large a reduction in D2 occupancy. Guidance for reduction and cessation of LIDAs according to slow, moderate and fast criteria is provided.Conclusion:Abrupt cessation of decanoate LIDAs is not consistent with gradual hyperbolic tapering, despite their longer half-lives compared with oral formulations. Reduction to the point of full discontinuation can only be achieved by switching to oral therapy to complete the taper. These results are limited by the in silico and theoretical nature of the study, and there is a need to confirm these findings through real-world observational and interventional studies.
利用硅学方法确定癸酸盐类长效注射型精神病药物的最佳减药方案
背景:以渐进的双曲线方式减少精神病药物的剂量,可以最大限度地减少戒断效应和复发风险。目的:我们旨在将双曲线减量原则应用于癸酸类长效注射用多巴胺拮抗剂(LIDA)氟朋噻醇、祖氯朋噻醇和氟哌啶醇,以制定停药方案。设计:我们使用硅学方法预测不同 LIDA 方案的血浆药物水平和 D2 占位率。结果:突然停用癸酸盐类 LIDA 会导致 D2 占有率的过度变化,这违反了我们预先设定的约束条件,可能会导致戒断症状并增加复发风险。减少LIDA剂量可使血浆水平呈双曲线下降,这与受体占有率下降率的限制条件相一致。在每周服用等量 LIDA 的情况下,更频繁地给药可以更渐进地降低 D2 占位率。不过,要想继续双曲线式减量直至完全停药,必须改用口服药物;仅使用 LIDA 将 D2 占位率降至零会导致 D2 占位率下降过多。结论:尽管癸酸酯类 LIDA 与口服制剂相比半衰期更长,但突然停用癸酸酯类 LIDA 与双曲线渐减并不一致。只有通过改用口服疗法来完成减量,才能达到完全停药的程度。这些结果受限于研究的硅学和理论性质,需要通过实际观察和干预研究来证实这些发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
7.90
自引率
2.40%
发文量
35
审稿时长
10 weeks
期刊介绍: Therapeutic Advances in Psychopharmacology delivers the highest quality peer-reviewed articles, reviews, and scholarly comment on pioneering efforts and innovative studies across all areas of psychopharmacology. The journal has a strong clinical and pharmacological focus and is aimed at clinicians and researchers in psychopharmacology, providing a forum in print and online for publishing the highest quality articles in this area.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信