MétaCan
Menu
← Back to cohort
Record W4224114996 · doi:10.1101/2022.04.01.22273270

A Randomized, Double-Blinded, Placebo-Controlled, Phase 2 Study of Safety, Tolerability and Efficacy of Pirfenidone in Patients with Rheumatoid Arthritis Interstitial Lung Disease

2022· preprint· en· W4224114996 on OpenAlexaff
Joshua J. Solomon, Sonye K. Danoff, Felix Woodhead, Shelley Hurwitz, Rie Maurer, Ian Glaspole, Paul F. Dellaripa, Bibek Gooptu, Robert Vassallo, P. Gerald Cox, Kevin R. Flaherty, Huzaifa Adamali, Michael Gibbons, Lauren Troy, Ian Forrest, Joseph A. Lasky, Lisa Spencer, Jeffrey A. Golden, Mary Beth Scholand, Nazia Chaudhuri, Mark A. Perella, David Lynch, Daniel C. Chambers, Martin Kolb, Cathie Spino, Ganesh Raghu, Hilary J. Goldberg, Iván O. Rosas

Bibliographic record

VenuemedRxiv · 2022
Typepreprint
Languageen
FieldMedicine
TopicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Canadian institutionsMcMaster University
FundersGenentech
KeywordsMedicinePirfenidoneTolerabilityPlaceboClinical endpointInternal medicineRheumatoid arthritisInterstitial lung diseaseAdverse effectVital capacitySurgeryRandomized controlled trialIdiopathic pulmonary fibrosisLungDiffusing capacityPathologyLung function

Abstract

fetched live from OpenAlex

ABSTRACT Background Interstitial lung disease (ILD) is a known complication of rheumatoid arthritis (RA) with a lifetime risk in any individual of 7.7%. The TRAIL1 trial was a randomized, double-blinded, placebo-controlled, phase 2 study of safety, tolerability, and efficacy of pirfenidone for the treatment of patients with RA-ILD. Methods The TRAIL1 was a phase 2 trial intended to enroll 270 adult patients (18 to 85 years) with established RA-ILD at 33 sites in 4 countries. Patients were randomly assigned (1:1) to 2,403 mg oral pirfenidone or placebo daily. The primary endpoint was the incidence of the composite endpoint of decline from baseline in percent predicted forced vital capacity (FVC%) of 10% or greater or death during the 52-week treatment period. Key secondary endpoints included change in absolute and FVC% over 52 weeks. Findings The trial was stopped early due to slow recruitment and soon after the shutdown of clinical trials as a consequence of the coronavirus disease 2019 (COVID-19) pandemic. Data from 123 patients enrolled were analyzed. The primary endpoint was met by 11.1% on pirfenidone vs. 15% on placebo [OR=0.67 (0.22, 2.03), p=0.48]. Subjects receiving pirfenidone had a slower rate of decline in lung function as measured by estimated annual change in FVC(ml) (−66 vs. -146, p=0.0082) and FVC(%) (−1.02 vs. -3.21, p=0.0028). This effect on decline was also seen when analyzed within participants with baseline usual interstitial pneumonia (UIP) pattern on HRCT (FVC(ml) (−43 vs. -169, p=0.0014) and FVC% (−0.2 vs. -3.81, p=0.0002)). There was no significant difference in the rate of treatment-emergent serious adverse events. Interpretation Due to early termination of the study, results should be interpreted with caution. Despite being underpowered to evaluate the primary endpoint, pirfenidone slowed the rate of decline of FVC over time in subjects with RA-ILD. Safety in patients with RA-ILD was similar to that seen in other pirfenidone trials. Funding Funding for this investigator initiated trial was provided by Genentech, Inc. to Ivan O. Rosas, MD, on behalf of the TRAIL1 Investigators.

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)0.005
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0010.000
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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 head0.013
GPT teacher head0.284
Teacher spread0.271 · 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 designRandomized trial
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

Citations4
Published2022
Admission routes1
Has abstractyes

Explore more

Same venuemedRxiv→Same topicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis→French-language works237,207→