Evidence map›Paper›PMID 40466740›Full record

ReviewJournal of controlled release : official journal of the Controlled Release Society2025

Drug and therapeutic intravaginal delivery targeting diseases in the female reproductive tract: A mathematical modeling perspective.

Bassam Fotouh, Anthony J Kyser, Hermann B Frieboes

Abstract readReview
In one paragraph

Review in Journal of controlled release : official journal of the Controlled Release Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
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

3 authors.

Bassam FotouhDepartment of Bioengineering, University of Louisville, Louisville, KY, USA; School of Interdisciplinary and Graduate Studies, University of Louisville, Louisville, KY, USA. Electronic address: bassam.fotouh@louisville.edu.
Anthony J KyserDepartment of Bioengineering, University of Louisville, Louisville, KY, USA. Electronic address: anthony.kyser@louisville.edu.
Hermann B FrieboesDepartment of Bioengineering, University of Louisville, Louisville, KY, USA; Center for Predictive Medicine, University of Louisville, Louisville, KY, USA; Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY, USA; UofL-Health -Brown Cancer Center, University of Louisville, Louisville, KY, USA. Electronic address: hbfrie01@louisville.edu.

Funding

3D-bioprinting of sustained- and phased-release antibiotic and probiotic scaffolds to treat bacterial vaginosisR01AI168475 · NIAID · UNIVERSITY OF LOUISVILLE · PI FRIEBOES, HERMANN, LEWIS, AMANDA L. · 2022 to 2025
$3.0M
Understanding the Host-Microbiome-Therapeutic Triad: Implications for Designing Alternative Intravaginal Delivery Platforms to Treat Bacterial VaginosisR01AI139671 · NIAID · UNIVERSITY OF LOUISVILLE · PI FRIEBOES, HERMANN, LEWIS, AMANDA L. · 2019 to 2023
$2.5M
NIAID NIH HHS R01 AI139671NIAID NIH HHS R01 AI168475
6 · The paper itself

Abstract

Intravaginal drug and therapeutic delivery targeting diseases in the female reproductive tract is advantageous, yet presents significant challenges due to unique anatomical features, cyclic variations, and a complex microbial ecosystem. Disruption of the intricate vaginal environment due to dysbiosis or infection can decrease immune protection and lead to infertility and pregnancy complications. A variety of intravaginal drug delivery systems (DDS) including creams, gels, suppositories, tablets, rings, and films have been developed to address these conditions. However, relying solely on empirical methods to design and evaluate DDS composition and geometry, as well as dosing regimens, would be costly and time intensive. To address these challenges, mathematical modeling has recently emerged as a complementary tool to systematically evaluate intravaginal DDS performance as a function of drug diffusion, reactions, and biomechanical interactions. This review summarizes how the application of mass conservation and the integration of mechanistic and empirical methods can offer insight into DDS pharmacokinetics and pharmacodynamics. Models describing first-order kinetics, microbial interactions, formulation optimization, rheological behavior, and interactions with the vaginal environment are critically evaluated. It is shown that these models can systematically evaluate how various physical phenomena such as diffusion, swelling, dilution, surface slip, and mechanical compression interact to shape spatiotemporal patterns of drug release, permeability, and microbial dynamics. Challenges and limitations of current approaches as well as emerging technologies are discussed, with the goal to provide insight into how mathematical modeling could benefit the development of effective intravaginal therapies addressing female reproductive tract diseases.

Indexed as

Drug Delivery SystemsGenital Diseases, FemaleModels, BiologicalModels, TheoreticalAdministration, IntravaginalAnimalsFemaleHumansVaginaDrug deliveryFemale reproductive tractInfectious diseaseMathematical modeling

Identifiers

PMID40466740
PMCPMC12224196

What OpenQuestion holds

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Registered trials

None linked

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.