Validation of a Weight Based Heparin Nomogram That Utilizes Anti-Factor Xa Levels for Monitoring.
Notice bibliographique
Résumé
Abstract PURPOSE: This study documented consecutive patients receiving continous intravenous (IV)unfractioned heparin(UFH) infusion during the introduction of an Anti-Xa level and weight based nomogram to evaluate 1)the ability of the new nomogram to achieve a therapeutic Anti-Xa level with the first level drawn. 2) the ability of the new nomogram to achieve Anti-Xa levels within the therapeutic range by 24 hours from initiation. After review of the current literature, the therapeutic anti-Xa level were defined as 0.4–0.6 and 0.4–0.5 for standard and low dose anticoagulation respectively. METHODS: IV UFH initiations between September 1 to December 31, 2005 from 2 academic sites in Canada were identified from pharmacy records. Patients’ indication for UFH therapy, demographics, dose of UFH (bolus, infusion rates) were retrieved from heparin monitoring forms. Anti-Xa levels along with specific drug management prior to admission and documented episodes of thrombosis and bleeding were retrieved from the patients medical chart. Patients receiving less than 6 hrs of therapy were excluded from analysis. A chromogenic anti-Xa assay was used for this study. RESULTS: One hundred and ninety-six IV UFH initiations in 186 patients were identified during the 4 month period. Approximately 1400 anti-Xa levels were measured during the study period. The average age of the total cohort was 63 with an average weight of 76 kg and 68% of patients were male. The percentage of patients receiving any anti-platelet or anticoagulant prior to starting or during IV heparin was 86 %. The average duration of IV UFH therapy was 4.8 days. Compliance with nomogram was found in 70 %(n=136) of initiations. In respect to the primary endpoint of the percentage of nomogram compliant initiations achieving a therapeutic first anti-Xa level was 14.7 %. The majority of patients were supra-therapeutic (anti-Xa>0.6) with respect to the first level and with 3% of initiations resulting in sub-therapeutic levels. The first anti-Xa level was taken on average at 6 hours after start of infusion. The percentage of patients achieving therapeutic anti-Xa level within the first 24 hrs was 39%. The administration of an initial bolus before infusion did not effect the likelihood of achieving either endpoint. There were no thrombotic events in the nomogram compliant group. Two episodes (3.8%) of major bleeding and 8 episodes (15.1%) of minor bleeding were documented during IV heparin administration. Sixty heparin IV initiations which were deemed non-compliant with the nomogram achieved similar rate of 10%(n=6) for the therapeutic anti-Xa levels at first sampling and 40% (n=24) for therapeutic anti-Xa levels at 24 hrs. There were 2 episodes of major bleeding and 2 episodes of minor bleeding. Thirty-eight percent of initiations resulted in supratherapeutic levels, while 23.33% resulted in subtherapeutic levels. CONCLUSION: The Anti-Xa and weight based nomogram to initiate and titrate IV UFH was found be effective in a small number of patients. The target anti-Xa level (0.4–0.6) utilized in this study is different than mentioned in American College of Chest Physicians 2006 Antithrombotic guidelines. The narrow therapeutic window may account for low percentage of patient achieving therapeutic anti-Xa level at first sampling. If the therapeutic Anti-Xa level was defined as 0.3–0.7 the percentage of patients achieving therapeutic levels in the compliant cohort would be 55.9%. Compliance with the nomogram was associated with substantial decrease in sub-therapeutic anti-Xa levels.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,006 | 0,024 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».