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Record W4389230868 · doi:10.1182/blood-2023-182839

Risk Factors for Thrombosis in Pregnant People with Sickle Cell Disease: A Multinational Study.

2023· article· en· W4389230868 on OpenAlexaffabout
Sacha Belinda Mapombo Choupa, Amy Luo, Clare Zarka, Ann Kinga Malinowski, Kevin H.M. Kuo, Nadine Shehata, Sophie Lanzkron, Lydia H. Pecker

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsMount Sinai HospitalLunenfeld-Tanenbaum Research InstituteUniversity of Toronto
Fundersnot available
KeywordsMedicinePregnancyObstetricsCohortGestationCohort studyPediatricsInternal medicine

Abstract

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Background People with sickle cell disease (SCD) have exceptionally high rates of maternal morbidity, including increased risk for venous thromboembolic events (VTE). Data from the National Inpatient Sample shows that VTE risk in hospitalized Black pregnant people with SCD is 14 times that of unaffected Black and non-Black pregnant people. 1 There is little disease-specific data to inform anticoagulation (AC) use during pregnancy. 2 The purpose of this study is to describe VTE events in a SCD pregnancy cohort and to identify risk factors for VTE during pregnancy and compare maternal-fetal outcomes for subjects with or without VTE in pregnancy. Methods The Mount Sinai Hospital (MSH) Research Ethics Board and The Johns Hopkins Hospital (JHH) Institutional Review Board approved this retrospective study of pregnant people with SCD of ≥ 20 weeks gestation cared for at MSH, Toronto (1990-2017) or JHH (2000-2021). At MSH and JHH, all pregnant people with SCD and VTE history are prescribed antenatal prophylactic LMWH and for 6-weeks postpartum. At MSH, but not JHH, all receive AC prophylaxis for 6-weeks postpartum. At both centers, hospitalized pregnant people receive prophylactic AC. We stratified subjects by VTE occurrence during pregnancy. First, we described the cohort with VTE during pregnancy, including subject characteristics, VTE recurrence and pregnancy outcomes. Second, we compared cases with a first pregnancy with VTE to controls without VTE. We excluded repeat pregnancies in both groups. We compared cases and controls by SCD characteristics, medication use before pregnancy, and pregnancy outcomes. Painful events were defined as pain requiring acute care or hospital admission. Chronic transfusion therapy (CTT) was defined as pregnancies treated with scheduled, prophylactic transfusion; opioid use was defined as receiving an outpatient opioid prescription during pregnancy. We used the Chi-squared test for categorical variables and Wilcoxon signed-rank tests for continuous variables. A p-value of <0.05 was considered significant. Results There were 290 singleton pregnancies in 199 subjects. Half of the pregnancies were first pregnancies (142/290), with fewer second (51/290), third (2/290), fourth (3/290) or fifth (1/290) pregnancies. The cohort comprised of 58% subjects with HbSS/HbSβ 0, while 42% had HbSC/HbSβ+ genotype (Table 1). VTE occurred in 7% of pregnancies (20/290) including deep vein thrombosis (DVT, N=9), pulmonary embolism (PE, N=8), DVT+PE (N=3). Median age was 27 years (IQR 23,30). Before pregnancy, most VTE subjects received hydroxyurea (N=10). During pregnancy, six received CTT. Fourteen subjects had VTE in a single pregnancy; three had VTE recurrence in subsequent pregnancies. All three had HbSS/HbSβ 0. Two subjects had VTE history outside of pregnancy. One had DVT in two consecutive pregnancies and was prescribed AC in both pregnancies due to history of VTE. VTE occurred in first (N=4), second (N=8), third (N=4), fourth (N=1) and fifth (N=4) pregnancies. Most VTE occurred at JHH (11 JHH vs 6 MSH, p=0.008). To investigate SCD-specific risk factors for VTE in pregnancy, we compared characteristics in VTE subjects (N=17) to no-VTE subjects (N=182) by first study pregnancy with an event or first study pregnancy while enrolled in the study. VTE was associated with markers of disease severity including history of VTE before pregnancy (6/17 VTE vs 8/182 no-VTE, p<0.001), ACS during pregnancy (7/17 VTE vs 19/182 no-VTE, p<0.001), painful events requiring acute care during pregnancy (16/17 VTE vs 119/182 no-VTE, p=0.015) and hydroxyurea use before pregnancy (10/17 VTE vs 35/184 no-VTE, p<0.001). There was no difference in age or genotype. VTE was associated with earlier delivery and c-section delivery (Table 1). Conclusion In this study, 7% of cohort pregnancies had VTE. This rate exceeds reports from administrative datasets. 1 This may be due to the acuity of patients cared for at our centers and/or reflect undercounting of VTE in administrative datasets. In pregnant people with SCD, VTE is associated with VTE history, intrapartum painful events and ACS. Interventions to reduce acute events in pregnancy may help reduce VTE risk. While AC can be beneficial in preventing thrombotic events, careful assessment is essential to manage bleeding risks. Prospective data is needed to define the subpopulation of pregnant SCD patients who would benefit from AC prophylaxis antenatally.

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)0.002
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 score0.032
Threshold uncertainty score0.063

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.012
GPT teacher head0.253
Teacher spread0.242 · 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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Citations3
Published2023
Admission routes2
Has abstractyes

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