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Record W4389231445 · doi:10.1182/blood-2023-190270

Rates and Predictors of Prophylaxis in Women with Von Willebrand Disease and Heavy Menstrual Bleeding

2023· article· en· W4389231445 on OpenAlexaffabout
Michelle Millions, Jaclyn Shelton, Haowei Sun

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicMyeloproliferative Neoplasms: Diagnosis and Treatment
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineDilation and curettageDesmopressinHysterectomyRetrospective cohort studyVon Willebrand diseaseGynecologyBlood transfusionObstetricsInternal medicinePediatricsVon Willebrand factorSurgeryPregnancy

Abstract

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Background: Women with von Willebrand disease (vWD) suffer from heavy menstrual bleeding (HMB) often complicated by iron deficiency anemia (IDA) and reduced quality of life. Despite the American Society of Hematology (ASH) recommendations for long-term prophylaxis in patients with severe frequent bleeds, prophylaxis remains under-utilized in women with severe HMB. Given the scarcity of data on management of gynecological bleeding, it is critical to examine our practice patterns and identify factors associated with prophylaxis use. Aims: 1) To evaluate the management and outcomes of gynecological bleeding in vWD, including rates of desmopressin (DDAVP) and vWF prophylaxis for HMB and predictors of their use. 2) To examine the association between prophylaxis and severe HMB. Methods: This retrospective cohort study included women ≥18 years diagnosed with vWD in the Northern Alberta Bleeding Disorders Program. We assessed the rates of HMB, severe HMB and IDA, along with their management strategies. Prophylaxis rates with DDAVP and vWF concentrates, as well as predictors of their use, were examined. Severe HMB was defined as HMB requiring Emergency Department (ED) visits, hospitalizations, blood transfusions, or surgical management (dilation & curettage [D&C], endometrial ablation or hysterectomy). IDA was defined as ferritin <30 mcg/L and hemoglobin <120 g/L. Logistic regression was used to examine factors associated with severe HMB. Variables with P-value <0.20 on univariate regression were included in multivariable regression. Results: 168 women were evaluated with a median age of vWD diagnosis of 27 years (IQR 18-38): 140 (81%) type 1, 23 (13%) type 2, and 5 (3%) type 3 vWD. Among those with type 1 vWD, 43 (31%) had baseline vWF levels <0.30 IU/ml, 94 (67%) had vWF levels of 0.30-0.49 IU/ml, and 3 (2%) had missing values. DDAVP response was assessed in 124/140 (89%) type 1 vWD and 13/23 (57%) type 2 vWD. There were 145 (86%) women with HMB, managed most commonly by tranexamic acid (TXA) (112; 77%), followed by hormonal therapy (73; 50%), subcutaneous DDAVP (40; 28%), and levonorgestrel intrauterine system (39; 26%). vWF prophylaxis was used in only 11 (8%) women. Surgical procedures for HMB were common including hysterectomy (28; 19%), endometrial ablation (15; 10%) and D&C (15; 10%). Over a quarter (39; 27%) received iron infusions. Of the 65 (45%) women with a history of IDA, 6 (9%) had persistent IDA >5 years, 6 (9%) had IDA lasting 2-5 years and 53 (65%) had IDA corrected within 2 years. Prophylaxis rates did not differ between the 68 (40%) women with severe HMB and the 77 (53%) with non-severe HMB, with comparable rates of VWF use (9% vs 6%, P=0.60). Compared with women who never received prophylaxis, those who received DDAVP or vWF prophylaxis were more likely to have received TXA (93% vs 70%, P=0.003), iron infusions (43% vs 19%, P=0.004) and to have been diagnosed before 2000 (22% vs 7%, P=0.03) (Table 1). Though non-significant, a higher proportion of type 3 vWD (9% vs 1%, P=0.06) and higher ISTH-BAT (median 8 vs 7, P=0.07) were observed in prophylaxis recipients. On multivariable logistic regression, time from first bleeding symptom to diagnosis (adjusted odds ratio [aOR] 1.04, 95% CI 1.01-1.07) and prophylactic DDAVP use (aOR 2.4, 95% 1.01-5.6) were associated with severe HMB. There was a non-significant trend towards lower odds of severe HMB in patients diagnosed in 2000-2010 and 2011-2021 as compared to pre-2000 (aOR 0.3, 95% 0.1-1.0). Diagnosis before age 18, vWD type and baseline vWF activity were not associated with severe HMB. Conclusion: Women with vWD experience high rates of HMB and its associated complications. In our study, there was a relatively high uptake of DDAVP prophylaxis, however vWF prophylaxis was under-utilized even in those with severe HMB. We failed to demonstrate an impact of either prophylactic therapy on severe HMB, though this may be due to confounding by indication. There was a significant association between prophylactic DDAVP and vWF with other quality of care indicators including TXA and iron infusions. It is unclear if this association is related to practice patterns or patient factors such as access to care or preference for early definitive treatment. Overall, our findings highlight a need to further understand the barriers to prophylaxis use and to consider earlier prophylaxis for severe HMB to decrease bleeding complications and the need for resource-intensive therapies.

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)0.000
metaresearch head score (Gemma)0.003
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 score0.034
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.008
GPT teacher head0.233
Teacher spread0.225 · 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
Published2023
Admission routes2
Has abstractyes

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