预测单-N-去乙基胺碘酮高浓度并减少低剂量胺碘酮治疗患者组织毒性的决策树模型:一项多中心回顾性队列研究。

IF 0.9 4区 医学 Q4 PHARMACOLOGY & PHARMACY
Yuki Asai, Hiroki Arihara, Saki Omote, Ena Tanio, Saena Yamashita, Takashi Higuchi, Ei Hashimoto, Momoko Yamada, Hinako Tsuji, Yoshihiro Kondo, Makoto Hayashi, Takumi Tashiro, Yuji Hayakawa, Yoshiaki Yamamoto, Takuya Iwamoto
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引用次数: 0

摘要

目的:单-N-去乙基胺碘酮(MDEA)是一种活性胺碘酮代谢物,其血浆高浓度可能与心衰(心律紊乱患者)的组织毒性有关;因此,需要一种工具来识别需要进行 MDEA 治疗药物监测(TDM)的患者。这项多中心研究旨在开发一种决策树(DT)模型,该模型可识别高浓度 MDEA 的心律紊乱患者:这项多中心回顾性队列研究包括 157 名接受口服胺碘酮治疗的成年心力衰竭患者。采用χ2自动交互检测算法构建了一个DT模型。在 DT 分析中,因变量设定为稳态期间 MDEA 谷底血浆浓度≥ 0.6 μg/mL。在多变量逻辑回归分析中,选择 P < 0.05 的因素作为解释变量:胺碘酮日剂量与体重指数的调整后几率比为1.01(95%系数区间:1.008 - 1.021,p 100 mg和体重指数≤22.3 kg/m2的比例为69.0%(20/29),在敏感性分析中也发现了这一趋势:结论:每日服用胺碘酮剂量大于 100 毫克且体重指数≤ 22.3 千克/平方米的患者需要对 MDEA 实施 TDM,以最大限度地降低 MDEA 引起组织毒性的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A decision tree model for predicting high mono-N-desethylamiodarone concentrations and reducing tissue toxicity in patients with low-dose amiodarone therapy: A multicentral retrospective cohort study.

Objective: High plasma levels of mono-N-desethylamiodarone (MDEA), an active amiodarone metabolite, may be associated with tissue toxicity in heart failure (patients with heart rhythm disturbances); therefore, a tool that can identify patients for whom therapeutic drug monitoring (TDM) of MDEA is required. This multicenter study aimed to develop a decision tree (DT) model that can identify patients with heart rhythm disturbances at high MDEA concentrations.

Materials and methods: A multicenter retrospective cohort study was conducted, including 157 adult patients with heart failure who received oral amiodarone treatment. A χ2 automatic interaction-detection algorithm was used to construct a DT model. In the DT analysis, the dependent variable was set as an MDEA trough plasma concentration of ≥ 0.6 μg/mL during the steady-state period. Explanatory variables were selected as factors with p < 0.05 in multivariate logistic regression analysis.

Results: The adjusted odds ratios for the daily dose of amiodarone and body mass index were 1.01 (95% coefficient interval: 1.008 - 1.021, p < 0.001) and 0.91 (95% confidence interval: 0.834 - 0.988, p = 0.025), respectively. For DT analysis, the risk of reaching plasma MDEA concentrations ≥ 0.6 μg/mL was relatively high, combined with a daily dose of amiodarone > 100 mg and body mass index ≤ 22.3 kg/m2 at 69.0% (20/29), and its trend was also detected in the sensitivity analysis.

Conclusion: Patients taking a daily amiodarone dose > 100 mg and with a body mass index ≤ 22.3 kg/m2 warrant TDM implementation for MDEA to minimize the risk of MDEA-induced tissue toxicity.

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来源期刊
CiteScore
1.70
自引率
12.50%
发文量
116
审稿时长
4-8 weeks
期刊介绍: The International Journal of Clinical Pharmacology and Therapeutics appears monthly and publishes manuscripts containing original material with emphasis on the following topics: Clinical trials, Pharmacoepidemiology - Pharmacovigilance, Pharmacodynamics, Drug disposition and Pharmacokinetics, Quality assurance, Pharmacogenetics, Biotechnological drugs such as cytokines and recombinant antibiotics. Case reports on adverse reactions are also of interest.
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