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Record W4389231608 · doi:10.1182/blood-2023-189165

Ravulizumab Effectiveness in the Real World: Evidence from the International PNH Registry

2023· article· en· W4389231608 on OpenAlexaff
Alexander Roeth, Christopher J. Patriquin, Jeff Szer, Louis Terriou, Ami Patel, Philippe Gustovic, Jun‐ichi Nishimura, Robert A. Brodsky

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldImmunology and Microbiology
TopicComplement system in diseases
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsMedicineParoxysmal nocturnal hemoglobinuriaEculizumabAdverse effectReal world dataClinical trialIntensive care medicineInternal medicinePediatricsComplement systemImmunologyImmune system

Abstract

fetched live from OpenAlex

Background Paroxysmal nocturnal hemoglobinuria (PNH) is a rare disease of uncontrolled terminal complement activation on blood cells that can cause intravascular hemolysis (IVH), major adverse vascular events (MAVEs), including thromboembolic events (TEs), and organ damage resulting in early mortality. Complement C5 inhibitors eculizumab (Ecu) and ravulizumab (Rav) are standard-of-care treatments that inhibit terminal complement activity and reduce morbidity and mortality by controlling IVH (reduction of lactate dehydrogenase [LDH]) and preventing TEs. Rav provides the same benefits as Ecu but with substantially longer half-life, improved control of terminal complement, and reduction in breakthrough intravascular hemolysis achieved via weight-based dosing, thus reducing the burden of treatment. Long-term efficacy and safety data are available for up to 20 y from trials and real-world evidence (RWE) with Ecu and up to 6 y from trials in patients (pts) treated with Rav who were naïve to C5 inhibitors or who switched from Ecu to Rav; however, RWE is limited with Rav. The objective of this analysis was to describe pt characteristics at treatment initiation, outcomes, and changes from treatment initiation in laboratory markers of pts switching to Rav from Ecu using data from the prospective, observational International PNH Registry (NCT01374360). Methods The PNH Registry is the largest global real-world database of pts with PNH and provides extensive information on the natural history of PNH, irrespective of PNH treatment status. This analysis included data from pts enrolled in the PNH Registry, with complete information for birth date, sex, enrollment date, and Ecu/Rav treatment status. Pts included in the study switched from >6 mos of Ecu treatment to Rav for >6 mos. Pts were required to have discontinued Ecu within <28 days of Rav initiation. Changes from Rav treatment initiation (baseline) in key laboratory values, including LDH ratio, absolute hemoglobin (Hgb) levels, and Functional Assessment of Chronic Illness Therapy-Fatigue (FACIT-Fatigue) scores were analyzed descriptively. Poisson regression estimate of incidence density was used for MAVEs, TEs, and red blood cell (RBC) transfusion rates across treatment exposure during registry follow-up. High disease activity (HDA), defined as LDH ≥1.5 X upper limit of normal and ≥1 of the following: history of a MAVE (including TE), anemia (Hgb <10 g/dL), or physician-reported abdominal pain, dyspnea, dysphagia, fatigue, hemoglobinuria and/or erectile dysfunction, was assessed during follow-up visits. Results As of 3 April 2023, 110 pts in the International PNH Registry had switched to Rav for ≥6 mos. The median age at start of Rav treatment was 42.1 y (Q1, Q3: 33.1, 52.2 years), 50% were female, and 70% were non-Asian. Over 24 mos of follow-up time was recorded for >50% of pts from the analysis population. The median time on Ecu was 6.5 y and Rav was 2 y. During Ecu treatment and before Rav initiation, 20/42 (47.6%) pts had ongoing bone marrow disorder (eg, aplastic/hypoplastic anemia, myelodysplastic syndromes). Before Ecu treatment, 24/101 (23.8%) pts had MAVEs (TE, 18/100 [18.0%] pts) and at Rav initiation, 27/109 (24.8%) pts had MAVEs (TE, 21/109 [19.3%] pts). Over time, Rav maintained IVH and disease control, with minimal change across time points for LDH ratios, absolute Hgb levels, and FACIT-Fatigue scores ( Table 1). Rates of clinical events (ie, MAVEs, TEs, and RBC transfusions) decreased over time from untreated time to time on Ecu treatment and were lowest when pts were treated with Rav ( Table 2). There were no reported MAVEs and TEs in pts treated with Rav. At Rav initiation, 6/65 pts still had HDA; only 1/6 had HDA at last follow-up visit while on Rav. No meningococcal infections or deaths were reported during Rav treatment. Four pts had discontinued Rav treatment (physician decision, switched to other anti-complement treatment, lack of efficacy). Conclusions These data from the International PNH Registry, one of the largest global real-world datasets of Rav-treated pts, confirmed that improvements in clinical outcomes observed with Ecu, including control of IVH, Hgb level, RBC transfusion rates, and fatigue, were maintained with Rav. HDA resolved in most pts when switching from Ecu to Rav. Transfusion rates were lowest with Rav treatment. Pts treated with Rav experienced no MAVEs, TE, meningococcal infections, or deaths.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.054
Threshold uncertainty score0.813

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.037
GPT teacher head0.308
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 teacher head, 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
Published2023
Admission routes1
Has abstractyes

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