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Prospective Evaluation of An Argatroban Dosing Nomogram Using the Ecarin Chromogenic Assay at a Tertiary Institution

2008· article· en· W2584894973 on OpenAlexaffabout
Cathryn Sibbald, Jin‐Hyeun Huh, William Brien, Bassem Hamandi, Donna Lowe, Menaka Pai, Anne McLeod, Gary Wong, Erik Yeo, David Barth

Bibliographic record

VenueBlood · 2008
Typearticle
Languageen
FieldMedicine
TopicHeparin-Induced Thrombocytopenia and Thrombosis
Canadian institutionsUniversity of TorontoMcMaster University Medical CentreUniversity Health Network
Fundersnot available
KeywordsArgatrobanPartial thromboplastin timeDosingMedicineBivalirudinNomogramPharmacologyProthrombin timeInternal medicineThrombinCoagulation

Abstract

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Abstract There is a lack of consensus on how to best monitor therapy with the direct thrombin inhibitor argatroban. Currently, the most commonly used test is the activated partial thromboplastin time (aPTT). However, it has limited reliability, as it is easily affected by other factors, and the target is unclear in patients whose baseline values are abnormal. The ecarin chromogenic assay (ECA) reaction time is strongly correlated with plasma argatroban concentrations (r2 = 0.9994), and thus, can be used for direct quantification of argatroban concentrations. Moreover, the ECA is unaffected by low levels of prothrombin and fibrinogen, making it a more reliable and accurate test. Our institution developed a unique dosing and monitoring protocol for argatroban therapy incorporating the use of nomograms to dose argatroban and the ECA to monitor argatroban concentrations. The purpose of this study was to evaluate the ability of our current argatroban protocol to achieve and maintain ECA levels within the desired target range of 0.2 to 0.5 mcg/mL, validate the safety and efficacy of an ECA-based nomogram, and determine the relationship between argatroban concentrations and aPTT values. We conducted a prospective observational study of all patients receiving argatroban at the University Health Network (UHN) from September 1, 2007 to May 15, 2008. The UHN consists of three tertiary care hospitals in Toronto, Canada. The argatroban protocol consists of an initial infusion rate and two dose titration nomograms, one based on the ECA and the other based on the aPTT (for dose adjustment when the ECA result was unavailable during evenings and weekends). The recommended initial infusion rate was 1 mcg/kg/min, with a lower rate of 0.5 mcg/kg/min reserved for patients with liver dysfunction and/or an increased risk of bleeding. Both ECA levels and aPTT values were measured 6 hours after the initiation of argatroban and any change in rate. The primary outcome measures were the proportion of patients who achieved argatroban concentrations within the target range after the first level, the number of rate changes required to achieve target levels, and the proportion of time spent in the target range in the first 24, 48 and 72 hours. Secondary outcome measures included the proportion of patients who developed a thrombotic event or major bleed, as well as the correlation between argatroban concentrations and aPTT values. A total of 33 patients were enrolled. Protocol violations in the initial dosing and titration of argatroban led to the exclusion of 6 patients from all primary outcome analyses. Of the patients with ECA levels available at the initial rate, 35% of all patients had levels in the target range with the first ECA level. This proportion increased to 54% for patients started at 1 mcg/kg/min. The mean number of rate changes required to achieve levels in the target range was 1.15 and the mean time was 21.7 hours. The proportion of time spent in the target range in the first 72 hours was 78%. Two patients (6%) had thrombotic events during argatroban therapy with levels in the target range, and 1 patient (3%) who had previously bled prior to argatroban therapy had a confirmed major bleed. The correlation co-efficient between ECA levels and aPTT using 125 data points was 0.2475. In conclusion, our institution’s argatroban protocol enabled the majority of patients to achieve target argatroban concentrations in a timely manner, and resulted in safe and effective anticoagulation. Most patients could be started at a dose of 1 mcg/kg/min. The aPTT is poorly correlated with argatroban concentrations, we recommend using the ECA to more directly quantify argatroban concentrations and to dose and monitor argatroban therapy.

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)0.007
metaresearch head score (Gemma)0.011
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 score0.007
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
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 head0.071
GPT teacher head0.324
Teacher spread0.253 · 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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Citations0
Published2008
Admission routes2
Has abstractyes

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