MedElevator Войти в исследования
← Поиск публикаций

DOI 10.5414/cp204571

Медицинская библиотека · International journal of clinical pharmacology and therapeutics · 2024

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.

Asai Yuki, Arihara Hiroki, Omote Saki, Tanio Ena, Yamashita Saena, Higuchi Takashi, Hashimoto Ei, Yamada Momoko, Tsuji Hinako, Kondo Yoshihiro, Hayashi Makoto, Tashiro Takumi, Hayakawa Yuji, Yamamoto Yoshiaki, Iwamoto Takuya

СтатьяМногоцентровое исследованиеПеревод в очереди

Аннотация

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.

Для цитирования: Asai Yuki, Arihara Hiroki, Omote Saki, Tanio Ena, Yamashita Saena, Higuchi Takashi, Hashimoto Ei, Yamada Momoko, Tsuji Hinako, Kondo Yoshihiro, Hayashi Makoto, Tashiro Takumi, Hayakawa Yuji, Yamamoto Yoshiaki, Iwamoto Takuya. 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.. International journal of clinical pharmacology and therapeutics. 2024. DOI: 10.5414/cp204571.

Предметные рубрики MeSH

Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Загрузка состояния…

История · было → стало

Состояние обновляется каждые 5 секунд, пока блок открыт. Процент показывается только там, где известен объём работы. Пауза останавливает продолжение этапа; текущий запрос к источнику может завершиться.

Тип публикации указан по данным источника. Уровень доказательности автоматически не присваивается.