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Record W4416949708 · doi:10.1002/adhm.202504294

Microneedle Technology in Psoriasis Management: Mechanistic Insights, Technological Innovation, Clinical Progress, and Challenges

2025· article· en· W4416949708 on OpenAlexafffund
Fatma Moawad, Yasmine Ruel, Roxane Pouliot, Davide Brambilla

Bibliographic record

VenueAdvanced Healthcare Materials · 2025
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicAdvancements in Transdermal Drug Delivery
Canadian institutionsUniversité LavalUniversité de Montréal
FundersFonds de recherche du Québec – Nature et technologiesNatural Sciences and Engineering Research Council of CanadaUniversité de Montréal
KeywordsPsoriasisLimitingAdverse effectClinical PracticeTransdermalPersonalized medicinePrecision medicine

Abstract

fetched live from OpenAlex

Psoriasis is a chronic dermatological disorder that affects millions worldwide, impairing their quality of life. Current therapeutic modalities, topical, conventional systemic, and biologic, present significant limitations. Topical agents often exhibit inadequate penetration through psoriatic plaques, yielding suboptimal outcomes. Systemic therapies and biologics, while more potent, carry risks of serious adverse effects, necessitating rigorous monitoring and limiting their long-term utility. Despite these challenges, optimizing existing treatment strategies remains valuable. Microneedle technology has emerged as a minimally invasive, skin-targeted approach offering enhanced drug delivery, localization, and patient compliance. This review provides an in-depth analysis of microneedle-based strategies tailored for psoriasis, beginning with current therapy shortcomings, unmet needs in psoriasis management, and principles of microneedle technology. We then critically evaluate microneedle integration across diverse therapeutic domains, from topical formulations to biologics, off-label therapies, and phytomedicines, alongside emerging therapeutic innovations. Additionally, we highlight microneedle potential in psoriasis diagnosis and monitoring, underscoring its versatility and growing significance in psoriasis management. The review wraps up by discussing key limitations of microneedle technology, outlining strategic pathways for clinical translation, and offering a comparative perspective of various microneedle types in psoriasis care. Altogether, microneedles represent a paradigm shift toward precision dermatology, with the potential to revolutionize psoriasis management.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.408
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.134
GPT teacher head0.477
Teacher spread0.343 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes2
Has abstractyes

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