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Enregistrement W7132901405

Outcomes of Direct Oral Anticoagulants in Patients with Atrial Fibrillation

2024· dissertation· W7132901405 sur OpenAlexafffundabout
Mohammed Shurrab

Notice bibliographique

RevueTSpace · 2024
Typedissertation
Langue
DomaineMedicine
ThématiqueAtrial Fibrillation Management and Outcomes
Établissements canadiensInstitute of Health Services and Policy Research
Organismes subventionnairesCanadian Institutes of Health Research
Mots-clésAtrial fibrillationAmiodaroneRivaroxabanWarfarinEdoxabanDrugStroke (engine)Adverse effectApixaban
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Atrial fibrillation (AF) is the most common chronic arrhythmia in clinical practice. The incidence of AF in Canada is up to 4.5% per year, with lifetime risk estimated at 25% among those older than 40 years. A core principle of the management of AF is the prevention of AF-related stroke and systemic embolism. It is most commonly achieved through the prescription of oral anticoagulation therapy. For decades, this was achieved through the use of oral vitamin K antagonists (VKA, e.g. warfarin), however the use of direct oral anticoagulants (DOAC) have supplanted VKAs as the preferred oral anticoagulant for most patients with non-valvular AF owing to a favorable risk-benefit profile. Anticoagulant-associated bleeding continues to be one of the most common adverse drug reactions among older patients, accounting for 6.6% of adverse drug reaction-related hospitalizations in those older than 65 years.In the last few years, use of DOAC prescriptions have increased substantially among patients with nonvalvular AF requiring oral anticoagulation therapy. DOACs were assumed to overcome some of the limitations of VKA due to fewer drug interactions. However, recent data have highlighted potential drug-drug interactions (DDIs) among DOAC users leading to an increased risk of bleeding. This is most often related to the absorption, metabolism, and elimination of DOACs that are dependent on the permeability glycoprotein (P-gp) transporter system and cytochrome P450 3A4 enzymes. Amiodarone and diltiazem are commonly recommended cardiovascular medications for use in AF patients; pharmacodynamic and pharmacokinetic data have suggested DDIs between these common cardiovascular medications and DOACs. However, there are limited clinical data to support this. This thesis aimed to address knowledge some gaps in the use of DOACs. The thesis consisted of four projects, conducted using population-based healthcare administrative databases from Ontario, Canada. These databases were linked to aggregate information on clinical characteristics, cardiac tests, and medication use. A wide range of statistical methods was employed, including regression models and propensity score-based methods. Our first project aimed to evaluate the frequency of the use of amiodarone or diltiazem among continuous users of DOACs in AF patients and to determine factors associated with their co-use. We found that amiodarone was co-prescribed in 1 in 16 patients and diltiazem was co-prescribed in 1 in 9 patients. The second and third projects aimed to assess the risk of major bleeding with co-prescription of amiodarone or diltiazem and DOACs among adults with AF. We found that in older patients with AF on a DOAC and concurrent use of amiodarone, there was 53% increased odds of major bleeding. Also, the concurrent use of diltiazem and a DOAC among AF patients was associated with increased odds of major bleeding. Finally, the fourth project compared the risk of major bleeding and thromboembolic events of the most commonly prescribed DOACs, apixaban versus rivaroxaban in older patients with AF. The results showed that among AF patients 66 years or older, treatment with apixaban was associated with reduced risk of the primary composite outcome of major bleeding, thromboembolic events, or MI, primarily driven by lower rates of major bleeding events without significant differences in thromboembolic events compared with rivaroxaban. Collectively, the thesis findings highlight the outcomes of common DDIs among patients with AF. Further, the lower bleeding rates observed with apixaban in our study should be taken into consideration when choosing between apixaban and rivaroxaban for stroke prevention in older AF patients. The thesis results may be used to guide clinical decisions, aiming to reduce cardiovascular events in this large vulnerable patient population.

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 enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,005
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,005
Score d'incertitude au seuil0,015

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0010,005
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0010,001
Études des sciences et des technologies0,0010,000
Communication savante0,0010,001
Science ouverte0,0000,001
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0050,001

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.

Tête enseignante Opus0,038
Tête enseignante GPT0,370
Écart entre enseignants0,332 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2024
Routes d'admission3
Résumé présentoui

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