Engineering skin microphysiological systems for transdermal drug screening based on strategic model selection and quantitative prediction roadmaps.

Jongwoo Ahn, Geonho Jin, Minji Cho, Minho Do, Jungho Ahn, Jihoon Ko, Seokyoung Bang

Abstract readReview

In one paragraph

Review in Materials today. Bio, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing 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

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

7 authors.

Jongwoo AhnDepartment of Biomedical Engineering, Dongguk University, Goyang, 10326, Republic of Korea.

Geonho JinDepartment of Biomedical Engineering, Dongguk University, Goyang, 10326, Republic of Korea.

Minji ChoDepartment of Biomedical Engineering, Dongguk University, Goyang, 10326, Republic of Korea.

Minho DoDepartment of Biomedical Engineering, Dongguk University, Goyang, 10326, Republic of Korea.

Jungho AhnDepartment of MetaBioHealth, Sungkyunkwan University, Suwon, 16419, Republic of Korea.

Jihoon KoDepartment of BioNano Technology, Gachon University, Seongnam-si, Gyeonggi-do, 13120, Republic of Korea.

Seokyoung BangDepartment of Biomedical Engineering, Dongguk University, Goyang, 10326, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As transdermal drug delivery systems (TDDS) gain increasing importance, the need for screening platforms that accurately recapitulate human skin physiology has become essential. Conventional static evaluation methods, such as Franz diffusion cells, remain limited in their ability to recapitulate

Indexed as

In vitro-in vivo extrapolationPhysiological fluidic conditionsSkin microphysiological systemsTransdermal drug delivery systemsVascularization

Identifiers

PMID42211068

DOI10.1016/j.mtbio.2026.103223

PMCPMC13213681

What Socratic holds

Textmetadata

LicenceCC BY

Read underepoch 390

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 Socratic graph.