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Abstract 18061: Supplementation to Treat Antithrombin Deficiency Improves Sensitivity to Heparin, Anticoagulation and Decreased Thrombogenecity in Neonates and Infants Undergoing Cardiac Surgery With Cardiopulmonary Bypass

2015· article· en· W2529071418 on OpenAlexaff
Brian W. McCrindle, Cedric Manlhiot, Helen Holtby, Anthony K.C. Chan, Leonardo R. Brandão, Martha Rolland, Lia Stenyk, Lynn Crawford‐Lean, Celeste Foreman, Glen S. Van Arsdell, Colleen Gruenwald

Bibliographic record

VenueCirculation · 2015
Typearticle
Languageen
FieldMedicine
TopicCardiac and Coronary Surgery Techniques
Canadian institutionsMcMaster UniversityHospital for Sick Children
Fundersnot available
KeywordsMedicineCardiopulmonary bypassActivated clotting timeHeparinAnesthesiaAntithrombinCardiac surgeryThrombosisRandomized controlled trialSurgery

Abstract

fetched live from OpenAlex

Introduction: Preoperative antithrombin (AT) deficiency is common in infants undergoing cardiac surgery with cardiopulmonary bypass (CPB), and is associated with heparin resistance, difficulties achieving optimal intraoperative anticoagulation and post-operative thrombosis. Methods: We performed a pilot randomized trial of pooled human AT supplementation for children <1 year with preoperative AT <0.85U/ml. Subjects received a split (patient and CPB prime) dose of AT before heparinization. AT was dosed to reach a predicted AT activity of 1.2U/ml during CPB calculated from preoperative AT level and patient weight. Results: We randomized 18 subjects; 17 completed the study (9 controls, 8 AT). Mean preoperative AT level was similar between groups (Control: 0.65±0.10 vs. AT: 0.68±0.15 U/mL, p=0.66). AT group subjects had higher AT than controls immediately after start of CPB (Control: 0.44±0.10 vs. AT: 1.15±0.20 U/mL, p<0.001) and at the end of CPB (Control: 0.67±0.14 vs. AT: 1.19±0.16 U/mL, p<0.001). AT supplementation was associated with increased activated clotting time (ACT) post-heparinization (Control: 500±72 vs. AT: 639±172 seconds, p=0.02), increased heparin sensitivity (Control: 89±23 vs. AT: 114±22 ACT seconds per 100U/kg heparin, p=0.02), and decreased heparin dose given during CPB (Control: 1126±344 vs. AT: 845±165 U/kg, p=0.03). After primary heparinization, 56% of control subjects did not achieve ACT target vs. 25% of AT subjects. At the end of CPB, AT group subjects had lower prothrombin levels (Control: 746±372 vs. AT: 460±102 ng/mL, p=0.02) and lower levels of inflammatory cytokines (IL-1α, IL-1β, IL-6, IL-8 and TNFα). Supplementation with AT was not associated with increased chest tube volume loss or blood product requirements. One subject in each group had severe bleeding, and one in each group had post-operative infection. Thrombosis was noted for 3 controls and 1 AT subjects. Conclusions: AT supplementation to treat preoperative AT deficiency in young children is associated with decreased heparin resistance, improved anticoagulation and decreased thrombogenecity. Safety profile regarding bleeding and infections appears favorable. Equipoise exists for a larger definitive outcome trial.

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)0.001
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.024
GPT teacher head0.272
Teacher spread0.249 · 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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Citations2
Published2015
Admission routes1
Has abstractyes

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