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Record W4389222042 · doi:10.1182/blood-2023-188164

Anticoagulation Use and Patient Outcomes in Paroxysmal Nocturnal Hemoglobinuria: A Province-Wide Retrospective Review

2023· article· en· W4389222042 on OpenAlexaffabout
Jennifer Croden, Monika Oliver, Cynthia Wu

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldImmunology and Microbiology
TopicComplement system in diseases
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineParoxysmal nocturnal hemoglobinuriaInterquartile rangeEculizumabRetrospective cohort studyThrombosisInternal medicineCohortPediatricsAnemiaThrombotic microangiopathySurgeryDiseaseImmunology

Abstract

fetched live from OpenAlex

Background: Paroxysmal nocturnal hemoglobinuria (PNH) is a rare disorder caused by somatic mutations in hematopoietic stem cells and is characterized by hemolysis, bone marrow failure, and thrombosis. Thrombotic events are the leading cause of morbidity and mortality in PNH, but little has been published about the role of prophylactic anticoagulation to prevent thrombotic events, and the ideal anticoagulant for patients who do experience thrombosis. Additionally, to our knowledge, bleeding outcomes in patients on prophylactic and therapeutic dose anticoagulants have not been examined. Our objective was therefore to examine our practice patterns regarding the use and outcomes of anticoagulation in PNH patients in our province. Methods: This multi-center, retrospective cohort study examined the epidemiology, management, thrombotic and bleeding complications of 31 adult patients with PNH in the province of Alberta, Canada during the period of January 1, 2000, to December 31, 2022. Patients were identified by International Classification of Diseases (ICD)-9 codes from hospital discharge summaries and ambulatory clinic records. Chart reviews were performed to collect patient demographics, clinical and laboratory characteristics, use of anticoagulation including agent and dose, and thrombotic and bleeding complications. Results: The median age of the cohort was 50 (interquartile range, IQR 35-70) years and 10 (32%) patients were male. Concurrent aplastic anemia and myelodysplastic syndrome were present in 15 (48%) and 3 (10%) patients, respectively. Disease presentation included thrombosis in 4 (13%) patients and bleeding in 5 (16%) patients. The majority of patients (74%) were treated with a complement inhibitor, most commonly eculizumab. Over the study period, 7 (23%) patients experienced 10 thrombotic events, including venous thromboembolism in 6 (60%) patients and arterial thromboembolism in 4 (40%) patients. The most common vascular sites of thrombosis were deep vein thrombosis of the lower extremity (3 patients) and stroke (2 patients). Of the 10 thrombotic events, 3 (30%) occurred while the patient was receiving a complement inhibitor. Thrombosis occurred at a median of 4.5 months from PNH diagnosis and the average granulocyte clone size at the time of thrombosis was 40.1% (IQR 11.3-82.9%). Of these 10 thrombotic events, 2 occurred on therapeutic-dose anticoagulation. In total, 8 (26%) patients experienced 13 bleeding events, 4 (13%) meeting criteria for ISTH major bleeding. The average platelet count at the time of bleeding was 96 (IQR 79-139). Of the 13 bleeding events, 5 occurred on an antiplatelet, 2 occurred on prophylactic-dose anticoagulation, and 2 occurred on therapeutic-dose anticoagulation. Thirteen (42%) patients were on anticoagulation: 7 (23%) patients on primary prophylaxis and 6 (19%) patients on secondary prophylaxis. For primary prophylaxis, 4 patients received a direct oral anticoagulant (DOAC), 3 at a prophylactic dose and 1 at a therapeutic dose, and 3 patients received warfarin at a therapeutic dose. Six (86%) patients on primary prophylaxis were also receiving a complement inhibitor. With regards to secondary prophylaxis, 2 patients received a DOAC, 3 patients received warfarin, and 1 patient received low molecular weight heparin. All secondary prophylaxis was given at a therapeutic dose. Five (83%) patients on secondary prophylaxis were also receiving a complement inhibitor. Of patients on a DOAC, 1 patient experienced a breakthrough arterial thromboembolism (stroke), and no patients experienced a breakthrough venous thromboembolism. Conclusion: Thrombosis in PNH is common and prevention is key to prevent long-term morbidity and mortality. Our practice patterns indicate that DOACs are being used in our province as primary prophylaxis, even in patients who are concurrently being treated with a complement inhibitor. DOACs are also being used more frequently than other anticoagulants as secondary prophylaxis, despite there not being robust data for DOAC use in this patient population. DOACs appear to be effective against VTE with no occurrence of breakthrough venous thrombosis. Major bleeding complications were observed at a higher rate than has been described in the literature and therefore the use of anticoagulants in this patient population must be weighed against the bleeding risk.

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)0.000
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 score0.007
Threshold uncertainty score0.461

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
GPT teacher head0.258
Teacher spread0.235 · 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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Citations3
Published2023
Admission routes2
Has abstractyes

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