MétaCan
Menu
Back to cohort
Record W4404116590 · doi:10.1089/derm.2024.0186

Dupilumab for Chronic Hand Eczema: A Systematic Review and Meta-Analysis

2024· review· en· W4404116590 on OpenAlexvenueno aff
Hannah Riva, Teresa Yoon, Aleksi J. Hendricks, Hamza Malick, Cary Chisholm, Chad Housewright, Vishwajeet Singh, Adrian Guevara

Bibliographic record

VenueDermatitis · 2024
Typereview
Languageen
FieldMedicine
TopicDermatology and Skin Diseases
Canadian institutionsnot available
Fundersnot available
KeywordsDupilumabMedicineMeta-analysisDermatologyMEDLINEAtopic dermatitisInternal medicine

Abstract

fetched live from OpenAlex

Chronic hand eczema (CHE) is a distressing and pervasive dermatologic condition, and effective treatment can be challenging. The novel IL-4/13 inhibitor dupilumab has shown clinical efficacy for atopic dermatitis (AD) and is being studied for CHE.PubMed database was searched for terms dupilumab and chronic hand eczema/dermatitis, including CHE subtypes (dyshidrotic, hyperkeratotic, allergic, contact, atopic, occupational, vesicular). Twenty-two study publications met inclusion and exclusion criteria for evaluation.Two multicenter prospective studies, one randomized controlled trial, two prospective observational studies, one retrospective study, nine case series, and seven case reports were included in the analysis with 374 total patients. Any partial response or complete resolution of CHE occurred in 80.3% of patients treated with dupilumab within 4-16 weeks of treatment. The patient response tended to increase throughout the duration of these studies for a significant percentage of patients, and for many it lasted beyond the study duration. Significant improvement in hand eczema severity scores and quality-of-life scores were noted. Efficacy was reported in over half of the cases of hyperkeratotic hand eczema; however, efficacy was decreased compared with relatively high consistent efficacy in other CHE subtypes such as dyshidrotic, vesicular, atopic, and contact CHE. Patients with current or previous AD had increased improvement scores compared to those without. The most common adverse effects were conjunctivitis (9.9%), herpes viral infection (1.4%), and facial erythema/dermatitis (1.3%).Dupilumab shows therapeutic efficacy in treating CHE. Further randomized controlled studies of dupilumab use in CHE subtypes are needed.

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)0.000
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: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.617
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0130.005
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.069
GPT teacher head0.372
Teacher spread0.303 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations9
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueDermatitisSame topicDermatology and Skin DiseasesFrench-language works237,207