Evidence map›Paper›PMID 40063825›Full record

ArticleACS applied materials & interfaces2025

Quality by Design-Guided Development of Hydrogel-Forming Microneedles for Transdermal Delivery of Enfuvirtide.

Huanhuan Li, Lalitkumar K Vora, Qonita Anjani, Abraham M Abraham, Yilin Cong, Natalia Moreno-Castellanos, Ester Ballana, Eva Riveira Muñoz, Maria Nevot, Ryan F Donnelly

Erratum issuedAbstract read
In one paragraph

Article in ACS applied materials & interfaces, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
  2. Article
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  4. Article
  5. Article
  6. Electrospun Poly(lactic-ACS applied materials & interfaces · 2025
    Article
  7. Review
  8. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Huanhuan LiSchool of Pharmacy, Queen's University Belfast, BelfastBT9 7BL, U.K.ORCID 0000-0002-6792-3489
Lalitkumar K VoraSchool of Pharmacy, Queen's University Belfast, BelfastBT9 7BL, U.K.ORCID 0000-0001-8106-9066
Qonita AnjaniSchool of Pharmacy, Queen's University Belfast, BelfastBT9 7BL, U.K.
Abraham M AbrahamSchool of Pharmacy, Queen's University Belfast, BelfastBT9 7BL, U.K.
Yilin CongSchool of Pharmacy, Queen's University Belfast, BelfastBT9 7BL, U.K.
Natalia Moreno-CastellanosBasic Science Department, Faculty of Health, Universidad Industrial de Santander, Bucaramanga 680001, Colombia.ORCID 0000-0003-2481-3164
Ester BallanaAIDS Research Institute─IrsiCaixa, 08916 Badalona, Spain.
Eva Riveira MuñozAIDS Research Institute─IrsiCaixa, 08916 Badalona, Spain.ORCID 0000-0002-6396-1162
Maria NevotAIDS Research Institute─IrsiCaixa, 08916 Badalona, Spain.
Ryan F DonnellySchool of Pharmacy, Queen's University Belfast, BelfastBT9 7BL, U.K.ORCID 0000-0002-0766-4147

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Enfuvirtide, the inaugural biomimetic fusion inhibitor of HIV-1, has exhibited remarkable antiviral efficacy when administered in conjunction with an optimized antiretroviral regimen. Nonetheless, the high incidence (98%) of injection site reactions associated with twice-daily subcutaneous administration severely compromises patient adherence and long-term therapeutic outcomes. This study proposes hydrogel-forming microneedles (MNs) as a minimally invasive and painless modality for the transdermal delivery of this therapeutic peptide. Leveraging a rigorous Quality by Design (QbD) framework, this investigation systematically delineated the critical material attributes (CMAs) and critical process parameters (CPPs) of the hydrogel formulation, mapping their influence on the critical quality attributes (CQAs) of MNs to achieve a meticulously defined quality-target product profile (QTPP). The optimized MN formulation, achieving a desirability index of 0.871, was validated through comprehensive design space and feasibility analyses, demonstrating superior predictive accuracy and mechanical integrity. Ex vivo permeation studies elucidated the sustained and controlled release kinetics of enfuvirtide via MNs fabricated from the optimized formulation, attaining a maximum permeation of 36.26% using 11 × 11 molds, compared to 28.45% permeation observed with the control system over 24 h. Furthermore, the system's favorable swelling kinetics and enhanced viscoelastic properties significantly augmented its delivery performance relative to conventional approaches. This study not only establishes hydrogel-forming MNs as an innovative and efficacious delivery platform for enfuvirtide but also presents a robust, systematic methodology for MN development, offering transformative potential for broader pharmaceutical applications and therapeutic paradigms.

Indexed as

Drug Delivery SystemsEnfuvirtideHydrogelsNeedlesAdministration, CutaneousAnimalsEnfuvirtideHydrogelscritical material attributescritical process parameterscritical quality attributesdesign of experimentenfuvirtidehydrogel-forming microneedlesquality by designtransdermal drug delivery

Identifiers

PMID40063825
PMCPMC12067383

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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.