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Record W4402919832 · doi:10.1038/s41598-024-72458-0

Effect of endothelium on the anticoagulant activity of a covalent antithrombin-heparin complex

2024· article· en· W4402919832 on OpenAlexafffund
Helen Atkinson, Ivan Stevic, Leslie R. Berry, Anthony K.C. Chan

Bibliographic record

VenueScientific Reports · 2024
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsWestern UniversityLondon Health Sciences CentreMcMaster UniversityThrombosis and Atherosclerosis Research Institute
FundersHamilton Health Sciences FoundationMcMaster UniversityHamilton Health Sciences
KeywordsHeparinAntithrombinAnticoagulantEndotheliumAntithrombinsChemistryCovalent bondPharmacologyBiochemistryInternal medicineMedicine

Abstract

fetched live from OpenAlex

We developed a covalent antithrombin-heparin complex (ATH) with superior In vivo anticoagulant efficacy compared to non-covalent antithrombin (AT) + unfractionated heparin (H). Previous in vitro studies of ATH, investigating the mechanisms behind its efficacy, were done in the absence of endothelium. Since the endothelial surface modulates hemostasis, we investigated its impact on the in vitro anticoagulant properties of ATH and AT+H. Discontinuous second order rate constant enzyme inhibition assays, fibrin formation, and plasma clot generation were performed in the presence of ATH or AT+H, with and without endothelium present. ATH had an increased rate of direct inhibition of IIa and Xa, and increased inhibition of IIa-induced fibrin formation, compared to AT+H. When compared at equal anti-Xa levels, ATH was less effective than AT+H at catalyzing inhibition of plasma clot generation. These results were found in both the presence and absence of endothelium. Endothelium decreased the rate of IIa inhibition, and reduced clot time in IIa-induced fibrin formation and plasma clot generation assays, for both ATH and AT+H. Endothelium did not impact the activity of ATH differently to AT+H. This supports the growing body of evidence suggesting ATH may be a beneficial anticoagulant for potential clinical use.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.027
GPT teacher head0.311
Teacher spread0.284 · 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 designBench or experimental
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".

Quick stats

Citations0
Published2024
Admission routes2
Has abstractyes

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