Evidence map›Paper›PMID 39996587›Full record

ArticleCPT: pharmacometrics & systems pharmacology2025

Model-Informed Drug Development of a Sustained Release Formulation of Flucytosine in the Treatment of Cryptococcal Meningitis: A Case Study Using Physiologically Based Pharmacokinetic Modeling.

Johanna Eriksson, Erik Sjögren, Jean-Yves Gillon, Henri Caplain, Vishal Goyal, Vijay Satam, Stephen Robinson, Isabela Ribeiro, Marylore Chenel

Abstract readCase Reports
In one paragraph

Article in CPT: pharmacometrics & systems pharmacology, 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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0citing papers 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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Johanna ErikssonPharmetheus, Uppsala, Sweden.ORCID 0000-0002-9921-0969
Erik SjögrenPharmetheus, Uppsala, Sweden.ORCID 0000-0003-4318-6039
Jean-Yves GillonDrugs for Neglected Diseases Initiative, Geneva, Switzerland.ORCID 0000-0003-1467-0403
Henri CaplainDrugs for Neglected Diseases Initiative, Geneva, Switzerland.ORCID 0009-0008-6977-326X
Vishal GoyalDrugs for Neglected Diseases Initiative, Geneva, Switzerland.ORCID 0000-0003-3564-129X
Vijay SatamDrugs for Neglected Diseases Initiative, Geneva, Switzerland.
Stephen RobinsonDrugs for Neglected Diseases Initiative, Geneva, Switzerland.ORCID 0009-0002-4150-4099
Isabela RibeiroDrugs for Neglected Diseases Initiative, Geneva, Switzerland.ORCID 0000-0001-7402-4628
Marylore ChenelPharmetheus, Uppsala, Sweden.ORCID 0000-0001-7397-4007

Funding

European and Developing Countries Clinical Trials Partnership (EDCTP), with support by the Drugs for Neglected Diseases initiative (DNDi)
6 · The paper itself

Abstract

This paper presents a case study demonstrating the application of model-informed drug development (MIDD) and early modeling integration in the development of a sustained release (SR) formulation of flucytosine for cryptococcal meningoencephalitis (CM) in HIV-infected patients. The study aimed to showcase the value of physiologically based pharmacokinetic (PBPK) modeling and physiologically based biopharmaceutics modeling (PBBM) in guiding decisions and optimizing therapeutic strategies throughout drug development. The MIDD strategy started with a PBPK model based on limited literature data, iteratively refined informed by data from two Phase 1 clinical studies with various flucytosine formulations under different prandial conditions in healthy participants, enhancing model reliability. The PBPK/PBBM model played a substantial role in guiding SR prototype formulation design, dose selection for studies in healthy participants, and dosage determination for an upcoming Phase 2 clinical study in patients, with a focus on low-weight patients. The flexibility of MIDD allowed quick assessments of ancillary questions during the program. Ad hoc simulations evaluated strategies such as adding a loading dose for SR treatment and assessing drug exposure in unconscious patients, contributing to optimized therapeutic approaches. In conclusion, this case study emphasizes the benefits of MIDD and early model integration in drug development. PBPK/PBBM modeling facilitated informed decisions, leading to successful design and dosing of an SR flucytosine formulation for CM treatment. Continuous knowledge integration within MIDD ensured model adaptability and reliability, demonstrating its value in addressing evolving challenges and optimizing therapeutic outcomes.

Indexed as

Antifungal AgentsDrug DevelopmentFlucytosineMeningitis, CryptococcalModels, BiologicalClinical Trials, Phase I as TopicDelayed-Action PreparationsHIV InfectionsHumansAntifungal AgentsDelayed-Action PreparationsFlucytosineCryptococcal meningitisMIDDneglected diseasePBBMPBPKsustained release formulation

Identifiers

PMID39996587
PMCPMC12001261

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Registered trials

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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.