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Immune adverse events (irAEs) with adjuvant ipilimumab in melanoma, use of hormone replacement and immunosuppressants, and association with outcome: E1609 study analysis.

2020· article· en· W3004870356 on OpenAlexaff
Ahmad A. Tarhini, Sandra J. Lee, Ni Kang, F. Stephen Hodi, Uma N. M. Rao, Gary I. Cohen, Lawrence E. Flaherty, Teresa M. Petrella, Vernon K. Sondak, John M. Kirkwood

Bibliographic record

VenueJournal of Clinical Oncology · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMelanoma and MAPK Pathways
Canadian institutionsHealth Sciences CentreSunnybrook Health Science Centre
FundersNational Institutes of Health
KeywordsMedicineIpilimumabInternal medicineRashAdverse effectAdjuvantMelanomaCancerGastroenterologyOncologyImmunotherapy

Abstract

fetched live from OpenAlex

60 Background: E1609 evaluated adjuvant ipilimumab at 3 mg/kg (ipi3) and 10 mg/kg (ipi10) versus high-dose interferon-α (HDI). In-depth analysis of irAEs and the use of immunosuppressants and hormone replacement may provide important lessons for management and future research. Methods: E1609 enrolled 1670 adult pts with resected cutaneous melanoma (AJCC7 IIIB, IIIC, M1a, M1b); Table. We investigated the characteristics of irAEs, corticosteroid, immunosuppressant and hormone use on the ipi arms and association with outcome. Stratified log-rank test was used and since most irAEs were observed within 3 months of initiating ipi, a 3-month landmark adjustment analysis was conducted. Results: The rates of corticosteroid, immunosuppressant and hormone use by treatment are summarized in Table and none had a significant association with RFS or OS. Significant association between occurrence of grade 1-4 irAEs (vs. no AE) and RFS was observed [5-year RFS: 0.49, 95% CI: (0.45, 0.52) compared to 0.41, 95% CI: (0.31, 0.50); landmark p=0.010]. Occurrence of grade 1-2 irAEs appeared to have a stronger association with RFS [5-years RFS: 0.52, 95% CI: (0.47, 0.56) compared to 0.41, 95% CI: (0.31,0.50) with no AE; p=0.006] and a trend towards improved OS [5-year OS: 0.75, 95%CI:( 0.71, 0.79) compared to 0.67, 95% CI: (0.56, 0.75) with no AE; p=0.064]. Among specific irAEs, rash was most significantly associated with RFS (p = 0.004 and 0.002) and OS (p = 0.007 and 0.003) for grade 1-4 and grade 1-2, respectively, followed by endocrinopathies, and weaker associations seen with other AEs. Conclusions: Adjuvant therapy with ipi is associated with significant irAEs that appear to be related to the immune mechanism of action. Corticosteroids and immunosuppressants were not shown to negatively affect the clinical outcomes. Predictors of irAE risk and understanding the underlying mechanisms are a major gap and are currently actively being investigated. Clinical trial information: NCT01274338. [Table: see text]

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)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.064
GPT teacher head0.361
Teacher spread0.297 · 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 designObservational
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".

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Citations1
Published2020
Admission routes1
Has abstractyes

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