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Record W4393946920 · doi:10.1093/cid/ciae114

AURORA: A New Dawn

2024· article· en· W4393946920 on OpenAlexaff
Genovefa A. Papanicolaou, Robin K. Avery, Catherine Cordonnier, Rafael F. Duarte, Shariq Haider, Johan Maertens, Karl S. Peggs, Carlos Solano, Jo‐Anne H. Young, Martha Fournier, Rose Ann Murray, Jingyang Wu, Tien Bo, Drew J. Winston

Bibliographic record

VenueClinical Infectious Diseases · 2024
Typearticle
Languageen
FieldMedicine
TopicCytomegalovirus and herpesvirus research
Canadian institutionsHamilton Health SciencesJuravinski Hospital
Fundersnot available
KeywordsHistoryGeography

Abstract

fetched live from OpenAlex

To the Editor—We appreciate the points raised by Camargo and the opportunity to respond. To our knowledge, AURORA was the first randomized, double-blind study to compare 2 oral antiviral agents with a primary end point of cytomegalovirus (CMV) clearance. Identified as limitations of AURORA were the 8-week treatment period (rather than stopping treatment upon viral clearance [1]), dose interruption/reduction of valganciclovir in patients with grade 3 neutropenia, and the rate of treatment-emergent resistance. The 8-week treatment period, which may have overexposed patients to valganciclovir vs clinical practice, was necessary to maintain the double-blind study design and benefit from the efficacy and safety of 8 weeks of maribavir treatment [2, 3]. The primary end point was viremia clearance at week 8, unlike in clinical practice, where the goal is to prevent infection recurrence and end-organ disease by controlling CMV viremia until durable cell-mediated immunity is recovered. Therefore, AURORA required strategies to avoid toxicities and mitigate overexposure/myelosuppression while enabling comparable treatment doses between arms, including dose adjustments, granulocyte colony-stimulating factor use, and therapy interruption [4]. In addition, an original inclusion criterion for AURORA of a viral load (VL) >910 IU/mL was later amended to allow entry of high-risk patients with a VL >455 IU/mL, in line with clinical practice [4, 5]. These patients represented 18% of the study population [4]. Stringent hematology parameters were also required for study entry, likely resulting in underestimation of valganciclovir discontinuation compared with clinical practice. Last, treatment-emergent resistance to maribavir occurred in 9% of patients in AURORA [4], whereas the 26% rate noted was for the refractory CMV patient population in SOLSTICE [6]. Most maribavir breakthrough infections in AURORA were in those with maribavir resistance and cleared after switching to treatments with different mechanisms of action 4]. Acknowledging these limitations, AURORA provided clinically relevant, actionable data [4]. Comparable viremia clearance was achieved during 8 weeks of treatment (maribavir: 83%; valganciclovir: 86%) [4]. Patients had fewer treatment-emergent adverse events (TEAEs), hospitalizations, and TEAE-related discontinuations with maribavir than with valganciclovir, with no maribavir-related deaths [4]. More recurrent CMV infections occurred after the 8-week treatment period with valganciclovir (23% vs 19%) [4]. CMV recurrence has been reported in up to 50%–70% of patients after preemptive therapy [7], likely because maintenance therapy cannot be provided due to the safety and tolerability profiles of conventional agents [8–10]. The authors pose that maintenance therapy at effective doses is a tool to prevent recurrence and associated negative outcomes [11], and this should be confirmed with prospective trials. AURORA confirmed the anti-CMV activity of maribavir with less neutropenia compared with valganciclovir for CMV infection after hematopoietic stem cell transplant [4]. Maribavir's efficacy and safety profile enables clinicians to use it among patients who are at risk of/are experiencing intolerances (eg, myelosuppression, nephrotoxicity) and those who fail to achieve >90% decline in VL after 2 weeks of conventional treatment [4, 12]. These features provide a real benefit for transplant patients despite AURORA not demonstrating noninferiority (within the prespecified 7% margin) of maribavir on CMV viremia clearance at week 8 over valganciclovir. Well-designed, real-world studies are indeed necessary to optimize outcomes with the expanding anti-CMV armamentarium. Financial support. This work was supported by Takeda Development Center Americas, Inc., Lexington, Massachusetts.

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)0.004
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0040.006
Open science0.0030.001
Research integrity0.0090.019
Insufficient payload (model declined to judge)0.0060.004

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 head0.078
GPT teacher head0.447
Teacher spread0.369 · 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 designNot applicable
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

Citations0
Published2024
Admission routes1
Has abstractyes

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