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Record W4405039556 · doi:10.1182/blood-2024-194254

Impact of Obesity on Anticoagulation Dosing and Clinical Outcomes in Pediatric Patients with Venous Thrombo-Embolism

2024· article· en· W4405039556 on OpenAlexaffabout
Marie‐Claude Pelland‐Marcotte, Alain Larouche, Valérie Dollo, Gabriel M. Mercier, Narcisse Singbo, Chantal Éthier, Marie‐Christine Boulanger

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsCentre hospitalier universitaire de QuébecUniversité Laval
Fundersnot available
KeywordsMedicineDosingVenous thromboembolismPulmonary embolismWarfarinObesityIntensive care medicineInternal medicineThrombosisAtrial fibrillation

Abstract

fetched live from OpenAlex

Background:Venous thromboembolism (VTE) and obesity are both dramatically increasing among all pediatric age groups. Dosing guidance for anticoagulation in children with obesity remains uncertain even though nearly 20% of Canadian children are deemed obese, despite possible pharmacokinetics differences. Aims:Between obese and non-obese children receiving anticoagulation for VTE, compare the number of dose adjustments required to obtain a therapeutic dosage, required doses of anticoagulants, and rates of bleeding and thrombotic progression/recurrence. Methods:This retrospective cohort study included children aged 0-<18 years old who received anticoagulation for VTE at therapeutic doses, hospitalized at the CHU de Québec (2000-2023). Data were collected for all anticoagulants used by included patients, except direct oral anticoagulants as they do not require monitoring. As per institutional standards, anticoagulation was resumed using standard doses without dose capping. Whether the dose of unfractionated heparin (UFH), low molecular weight heparin (LMWH), or vitamin K antagonist (VKA) was within therapeutic range was verified after 4-6 hours of UFH infusion or 2 to 3 doses of LMWH or VKA using anti-factor Xa (anti-Xa) or international normalized ratio, as appropriate, with target of 0.3-0.7 U/ml, 0.5-1.0 U/ml, or 2.0-3.0, respectively. The outcomes were: 1) number of dose adjustments to reach therapeutic values, 2) increase or decrease from the initial dose, in %, 3) thrombotic progression or recurrence, defined using pediatric standardized ISTH criteria (Mitchell et al, 2011) and 4) clinically relevant bleeding (combining major bleeding and clinically relevant non-major bleeding, as per ISTH criteria). Pearson Chi-square, Fisher exact, and Wilcoxon-Mann Whitney tests were used to compare characteristics of obese and non-obese children. Kaplan-Meier estimator was performed to assess the cumulative incidence of thrombotic recurrence/progression and of major bleeding. We performed a secondary stratified analysis excluding young children <2 years of age, in whom the definition of obesity has not been validated. Results:We included 212 children, having 259 anticoagulation encounters (median age: 6.2 years, 49.1% male). Most frequent VTE locations included lower limb (31.6%), cerebral sinus venous thrombosis (21.2%), and upper limb (20.3%). Most children had associated comorbidities, infectious/inflammatory condition (63.7%), cancer (14.6%), and cardiac disease (13.2%), and being the more common. Overall, 23.6% of children were obese, with similar distribution in males and females. Obese children tended to be older (median age: 14.9 vs. 3.4 years, p<0.001). Prothrombotic risk factors varied, with higher rates of combined hormonal contraception (44.0 vs 9.9%, p<0.001), family history of thrombosis (30.0 vs 8.0%, p<0.001) and lower rates of central venous catheter (22.0 vs 46.9%, p<0.002) in obese vs. non-obese children. Anticoagulants used included LMWHs (enoxaparin [78.4%], dalteparin [n=1.9%], and tinzaparin [n=1.9%]) followed by UFH (17.4%) and were comparable between obese and non-obese children (p=0.797). Most children had therapeutic anti-Xa levels following one dosage (66.7% in obese vs 51.5% in non-obese, p=0.181). Dosing requirements significantly differed between obese and non-obese children, with average increase from initial dose of 3.2 vs. 11.4% (p<0.001). In obese children, 11.1% of patients required reduction of ≥10% in anticoagulation dose compared to 2.0% in non-obese children (p<0.001). The cumulative incidence of thrombotic progression/recurrence was comparable between groups (overall, over study duration: 10.8%, obese: 12.0%, non-obese: 10.5%, Log rank test p=0.786). Similarly, clinically significant bleeding was rare for both groups during the study (overall: 2.8%, obese: 2.0%, non-obese: 3.1%, Log rank test p=0.610). Results were comparable when younger children (<2 years old) were excluded from analysis. Conclusion: In children receiving therapeutic anticoagulation for VTE, mostly treated with enoxaparin, obesity was associated with lower anticoagulation requirements. Further prospective work is urgently needed to explore alternate dosing regimens in obese pediatric patients, such as dose capping, reduced initial dosing, or the use of fat-free mass.

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)0.002
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 score0.028
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.016
GPT teacher head0.320
Teacher spread0.304 · 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
Published2024
Admission routes2
Has abstractyes

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