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Record W3157297817 · doi:10.1210/jendso/bvab048.1718

Meta-Analysis of Proptosis Response in Thyroid Eye Disease: Efficacy of EUGOGO Recommended Treatment Regimen With IV Methylprednisolone

2021· article· en· W3157297817 on OpenAlexaff
Raymond S. Douglas, Ryan Batten, Rana A. Qadeer, Chris Cameron

Bibliographic record

VenueJournal of the Endocrine Society · 2021
Typearticle
Languageen
FieldMedicine
TopicOphthalmology and Eye Disorders
Canadian institutionsEVERSANA (Canada)
Fundersnot available
KeywordsMedicineObservational studyRandomized controlled trialConfidence intervalMeta-analysisMethylprednisoloneGraves' diseaseRegimenThyroidPediatricsInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background: The European Group on Graves’ Orbitopathy (EUGOGO) recommends intravenous methylprednisolone (IVMP) as the first line treatment for moderate-to-severe active thyroid eye disease (TED). While many studies with varying doses of IVMP have reported improvements in inflammation, via clinical activity score (CAS) reduction, the reported improvements in the major progressive outcome of TED, proptosis, vary widely. A reduction in proptosis of ≥2 millimeter (mm) is considered by clinicians and EUGOGO as clinically meaningful. A meta-analysis of existing literature on use of IVMP in TED management, specifically proptosis response, was conducted. Methods: PubMed and Embase were searched for relevant randomized controlled trials (RCTs) and observational studies that included patients with moderate-to-severe active TED receiving treatment with the EUGOGO recommended dose of IVMP (4.5-5g over 12 weeks) from the inception of the databases to date of search (October 2020); regular alerts were established to capture any recent studies. The outcome of interest was change from baseline to week 12 in proptosis in mms. Single-arm meta-analyses were conducted for IVMP using the DerSimonian-Laird random-effects models and forest plots were generated. Pooled means and corresponding 95% confidence intervals (CIs) were calculated. The primary analysis included all identified studies. Sensitivity analyses were conducted based on study design, study characteristics (smoking status), and methodologies (weighted Bayesian meta-analyses based on study design). Results: The search retrieved 12 studies (10 single-center, 8 RCTs, 4 observational studies: 7 from China, 4 from EU, 1 from Turkey), reporting proptosis for 498 patients that were used for the meta-analysis. No placebo-controlled study with the EUGOGO recommended dose of IVMP was found. All studies included patients who were 18 years or older with moderate-to-severe TED and most (n=11) studies included patients with CAS of ≥3. For studies that reported this data, the mean or median (if mean not reported) age ranged from 35 to 52 years and duration of TED symptoms ranged from 4 to 13.6 months. Treatment with IVMP resulted in a reduction of 0.94 mm (95% CI: -1.57 to -0.32) in proptosis from baseline to week 12. The results from the sensitivity analyses were aligned with those from the primary analysis. Conclusions: Among patients with moderate-to-severe TED, this meta-analysis found the EUGOGO-recommended dose of IVMP may result in modest, but not clinically meaningful, improvements in proptosis. However, these results should be interpreted with caution given the paucity of published data and the lack of risk/benefit analyses with glucocorticoid use as compared to the recently FDA-approved therapy, teprotumumab, for the treatment of TED.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.016
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.084

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.031
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0180.066
Bibliometrics0.0050.005
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.058
GPT teacher head0.345
Teacher spread0.287 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
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

Citations2
Published2021
Admission routes1
Has abstractyes

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