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Record W4402497013 · doi:10.1007/s13555-024-01264-3

Efficacy of Brodalumab in Patients with Psoriasis and Risk Factors for Treatment Failure: A Review of Post Hoc Analyses

2024· review· en· W4402497013 on OpenAlexfundno aff
Mark Lebwohl, April W. Armstrong, Andrew Alexis, Edward Lain, Abby Jacobson

Bibliographic record

VenueDermatology and Therapy · 2024
Typereview
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsnot available
FundersBausch HealthOrtho Dermatologics
KeywordsPost-hoc analysisMedicinePsoriasisPost hocDermatologyInternal medicine

Abstract

fetched live from OpenAlex

Factors such as obesity, alcohol consumption, and tobacco use are associated with both increased psoriasis severity and inadequate response to systemic and biologic therapies. Obesity is linked to chronic inflammation, which can contribute to psoriasis pathogenesis. Fixed-dose therapies may have reduced efficacy in patients with a higher body mass index, while weight-based dosing can increase the burden of drug-specific side effects. Alcohol and nicotine from tobacco have also been shown to stimulate keratinocyte and immune cell proliferation and production of proinflammatory cytokines. While these risk factors are prevalent among patients with moderate-to-severe psoriasis, their influence on treatment outcomes may be overlooked when evaluating therapeutic options. Brodalumab is a fully human interleukin-17 receptor A antagonist approved for the treatment of moderate-to-severe psoriasis. In this review, we describe the lifestyle-related risk factors associated with decreased response to treatment. We further summarize the post hoc analyses of brodalumab in participant subgroups with moderate-to-severe psoriasis and a history of prior biologic failure, obesity, and alcohol or tobacco use from two phase 3 clinical trials (AMAGINE-2 and AMAGINE-3; ClinicalTrials.gov identifiers: NCT01708603 and NCT01708629, respectively). Our review of clinical trial and real-world data suggests that brodalumab is an efficacious and safe treatment option for patients with lifestyle factors that increase the likelihood of treatment failure, allowing them to achieve skin clearance and improve quality of life.

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: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.962
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.037
GPT teacher head0.320
Teacher spread0.282 · 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 designOther design
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

Citations7
Published2024
Admission routes1
Has abstractyes

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