Evidence map›Paper›PMID 41306944›Full record

ArticleDrug design, development and therapy2025

Dosing Optimization of Lamotrigine in Peripregnancy Epilepsy Through PopPK Modelling and Simulation.

Jiping Huo, Yilin Liu, Jiayu Yang, Meng Chen, Li Yang, Lijun Wang, Dongjie Zhang, Tongtong Liu, Wanli Gao, Haibin Dai and 2 more

Abstract read
In one paragraph

Article in Drug design, development and therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Jiping Huo *Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.ORCID 0000-0001-6611-966X
Yilin Liu *National Institute for Drug Clinical Trial, Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, People's Republic of China.
Jiayu Yang *Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.
Meng Chen *Department of Pharmacy, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China.
Li YangDepartment of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.
Lijun WangDepartment of Gynaecology and Obstetrics, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.
Dongjie ZhangDepartment of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.
Tongtong LiuDepartment of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.
Wanli GaoDepartment of Gynaecology and Obstetrics, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.
Haibin DaiDepartment of Pharmacy, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China.ORCID 0000-0002-5768-2714
Shenghui MeiDepartment of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.ORCID 0000-0003-1385-4315
Zhigang ZhaoDepartment of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, People's Republic of China.ORCID 0000-0003-0281-2259

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Lamotrigine demonstrates substantial interindividual pharmacokinetic variability during pregnancy, though the underlying mechanisms remain incompletely understood. The study aimed to develop a population pharmacokinetic model of lamotrigine in Chinese epileptic patients during the peripregnancy period, in order to identify the key influencing factors and thereby assist in providing a solution for the individualized administration of lamotrigine. Methods: One hundred and twenty-eight perigestational epilepsy patients (293 plasma concentrations) from two Chinese hospitals between January 1, 2015 and May 31, 2024 were enrolled in the study. A nonlinear mixed-effects model was developed using Phoenix NLME™ (v8.3) with stepwise covariate selection. Model validation encompassed goodness-of-fit analysis, bootstrap analysis (n = 1000), prediction-corrected visual predictive checks, and normalized prediction distribution error evaluation. Optimal dosing regimens were derived through Monte Carlo simulations accounting for gestational/postpartum physiological changes. Results: A one - compartment model combined with an additive and proportional error model was employed to characterize the pharmacokinetics of lamotrigine. Each factor's impact on CL/F was systematically examined using a stepwise approach, resulting in the establishment of the final model: [Formula: see text]. CL/F was identified as the primary pharmacokinetic parameter, serving as the main outcome measure and foundational basis for dosing recommendations. The model demonstrated satisfactory accuracy and commendable predictability. LTG CL/F increased significantly from 5 weeks of gestation, with CL/F in stages 2, 3, and 4 being 131%, 193%, and 199% of stage 1 (<5 weeks), respectively, and declining sharply to 68% of stage 1 postpartum. Conclusion: The CL/F of lamotrigine was found to be increased significantly from 5 weeks of gestation and dropped sharply postpartum. Weight, pregnancy stage, and co-administration with valproic acid were identified as significant influencing factors. The internal verification results of the model were generally satisfactory, however, prospective multicenter cohorts incorporating larger-scale external datasets are imperative to establish robust generalizability, ultimately enabling precise personalized dose optimization strategies for peripregnancy epileptic patients.

Indexed as

AnticonvulsantsEpilepsyLamotrigineModels, BiologicalAdultComputer SimulationDose-Response Relationship, DrugFemaleHumansMonte Carlo MethodPregnancyYoung AdultAnticonvulsantsLamotrigineepilepsylamotriginenonlinear mixed effects modelingperipregnancypopulation pharmacokinetic model

Identifiers

PMID41306944
PMCPMC12645405

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.