MétaCan
Menu
Back to cohort
Record W4401606908 · doi:10.1007/s13555-024-01253-6

Extended Half-life Antibodies: A Narrative Review of a New Approach in the Management of Atopic Dermatitis

2024· review· en· W4401606908 on OpenAlexaff
Orhan Yilmaz, Tiago Torres

Bibliographic record

VenueDermatology and Therapy · 2024
Typereview
Languageen
FieldMedicine
TopicDermatology and Skin Diseases
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsMedicineAtopic dermatitisQuality of life (healthcare)DosingImmune systemImmunologyImmune dysregulationAntibodyDiseaseClinical trialRegimenPharmacologyInternal medicine

Abstract

fetched live from OpenAlex

Atopic dermatitis (AD) is a chronic, inflammatory skin disease characterized by intense pruritus and eczematous lesions, significantly impacting physical health and quality of life. The pathogenesis of AD involves genetic predisposition, immune dysregulation, and environmental factors, with a defective skin barrier playing a crucial role. Treatment options for AD include both topical and systemic therapies, with advanced treatments like Janus kinase inhibitors and biologics offering significant improvements but facing limitations in safety and dosing frequency. Extended half-life antibodies represent a promising advancement for the management of immune-mediated inflammatory diseases, including AD. These antibodies, engineered for prolonged circulation and reduced dosing frequency, target key cytokines and immune pathways known to be involved in the pathogenesis of AD, offering potential for less frequent administration while maintaining efficacy. Currently, two such agents are in phase 2 trials. APG777, targeting interleukin-13 (IL-13), and IMG-007, targeting OX40 receptor, have shown promising preclinical and early clinical results. They demonstrated prolonged half-lives and the potential for less frequent dosage regimen, along with significant improvements in AD symptoms. These therapies could enhance patient adherence and reduce healthcare burdens by decreasing injection frequencies and clinic visits. As research continues, extended half-life antibodies could significantly improve AD management and patient quality of life. Further studies will determine the long-term safety and efficacy of extended half-life antibodies, with ongoing innovations in antibody engineering likely to broaden their applications and benefits.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.808
Threshold uncertainty score0.818

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
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 head0.053
GPT teacher head0.372
Teacher spread0.319 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations12
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueDermatology and TherapySame topicDermatology and Skin DiseasesFrench-language works237,207