Evidence map›Paper›PMID 41874774›Full record

ArticleJournal of pharmacokinetics and pharmacodynamics2026

Utility of a physiologically-based pharmacokinetic model for investigating time-dependent variability in the fetal-to-maternal plasma concentration ratio of digoxin.

Kanoko Okuba, Kenji Ikeda

Abstract read
In one paragraph

Article in Journal of pharmacokinetics and pharmacodynamics, 2026. 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

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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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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Kanoko OkubaLaboratory of Clinical Pharmaceutics, Graduate School of Pharmaceutical Sciences, The University of Osaka, 1-6 Yamadaoka, Suita-Shi, Osaka, 565-0871, Japan.ORCID http://orcid.org/0009-0007-3907-5594
Kenji IkedaLaboratory of Clinical Pharmaceutics, Graduate School of Pharmaceutical Sciences, The University of Osaka, 1-6 Yamadaoka, Suita-Shi, Osaka, 565-0871, Japan. k-ikeda.phs@osaka-u.ac.jp.ORCID http://orcid.org/0000-0001-8299-4464

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The purpose of this study was to elucidate the mechanisms underlying the wide variability in fetal-to-maternal (F/M) concentration ratios of digoxin by comprehensively characterizing maternal and fetal pharmacokinetics using a physiologically based pharmacokinetic (PBPK) model that explicitly incorporates pregnant women, the placenta, and the fetus, with particular emphasis on placental transfer processes and time-dependent concentration dynamics. Maternal–fetal digoxin pharmacokinetics were simulated using a maternal–placental–fetal PBPK model implemented in Simcyp™. Placental transfer was described by separating passive diffusion, informed by human placental perfusion data, and P-gp–mediated active efflux scaled from in vitro data using quantitative proteomics. Gestation-dependent fetal renal excretion and amniotic fluid pathways were incorporated. Model predictions were verified against reported clinical maternal pharmacokinetic data. Global sensitivity analysis and pathway contribution analysis were performed to identify key determinants of fetal exposure. Placental P-gp activity selectively influenced fetal digoxin exposure without affecting maternal pharmacokinetics, and model predictions were consistent with clinical maternal data. Fetal exposure was primarily governed by direct placental transfer, whereas amniotic fluid–mediated pathways contributed only minimally. Although F/M (AUC ratio) remained relatively stable, instantaneous F/M values exhibited marked time-dependent variability. These findings indicate that a single time-point F/M may not adequately reflect fetal exposure for digoxin. Time-resolved PBPK analyses provide a mechanistic framework to complement conventional F/M-based assessments of maternal–fetal drug exposure.

Indexed as

DigoxinFetusMaternal-Fetal ExchangeModels, BiologicalAmniotic FluidATP Binding Cassette Transporter, Subfamily B, Member 1Computer SimulationFemaleHumansPlacentaPregnancyTime FactorsATP Binding Cassette Transporter, Subfamily B, Member 1DigoxinDigoxinFetal-to-maternal ratioMaternal and fetal pharmacokineticsPBPK model

Identifiers

PMID41874774
PMCPMC13013387

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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.