Evidence map›Paper›PMID 39913061›Full record

ArticleDrug delivery and translational research2025

Mathematical modelling of hollow microneedle-mediated transdermal drug delivery.

Neil Benbrook, Wenbo Zhan

Abstract read
In one paragraph

Article in Drug delivery and translational research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Review
  3. Advances in Smart Responsive Nanofibers for Wound Healing.Biomimetics (Basel, Switzerland) · 2026
    Review
  4. Article
  5. Article
  6. 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

2 authors.

Neil BenbrookSchool of Engineering, University of Aberdeen, Aberdeen, AB24 3UE, UK.
Wenbo ZhanSchool of Engineering, University of Aberdeen, Aberdeen, AB24 3UE, UK. w.zhan@abdn.ac.uk.ORCID 0000-0003-0268-5042

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hollow microneedles represent a promising approach for overcoming the protective barrier of the stratum corneum, facilitating direct drug infusion into viable skin tissue and thereby enhancing the efficacy of transdermal delivery. However, delivery outcomes across different skin layers and into the systemic circulation can vary substantially due to the diverse properties of drug delivery systems, clinical settings, and environmental factors. The optimal strategies for enhancing the efficiency of hollow microneedle-mediated transdermal drug delivery remain to be elucidated. This study employs mathematical modelling and a reconstructed skin model with realistic anatomical structures to investigate drug transport and accumulation across different skin layers and into the bloodstream under different delivery conditions. The modelling results reveal the crucial role of interstitial fluid flow in determining drug transport in this transdermal delivery. Delivery outcomes of each skin layer and blood exhibit distinct responses to changes in delivery conditions. Specifically, increasing the vascular permeability or nanocarrier diffusivity raises drug concentration in the blood or reticular dermis, respectively, while leading to reductions in other skin layers. The use of microneedles with narrower infusion channels can only enhance drug availability in the viable epidermis. Optimisation requires a tailored approach to several parameters depending on the target skin layer, including drug release rate, infusion rate, infusion duration, and microneedle length. Environmental factors that promote trans-epidermal water loss can increase drug concentration in the viable epidermis but have a limited impact on deeper skin tissues. The findings support the selection or customisation of hollow microneedles and nanocarriers to address specific therapeutic needs, such as targeting specific skin layers or systemic circulation, while minimising the risk of side effects from high drug concentrations in normal tissues. This study provides guidance for optimising transdermal drug delivery systems.

Indexed as

Drug Delivery SystemsMicroinjectionsModels, BiologicalModels, TheoreticalNeedlesSkinAdministration, CutaneousHumansSkin AbsorptionDrug nanocarrierDrug transportHollow microneedleMathematical modelTransdermal drug delivery

Identifiers

PMID39913061
PMCPMC12350599

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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.