The association between sex and body size and stroke risk and survival in patients with atrial fibrillation - an analysis of 71,589 patients from the COMBINE-AF study
Notice bibliographique
Résumé
Abstract Background In patients with atrial fibrillation (AF), the risk of stroke is higher and mortality is lower in females than males. Whether a smaller body size in female patients is associated with outcomes is uncertain. Purpose We assessed the risk of stroke/systemic embolism (SE), major bleeding, cardiovascular (CV) death and all-cause death in female vs male patients with AF treated with warfarin or a DOAC, and sought to determine whether the risks are modified by demographics and clinical characteristics including weight and height. Methods We used pooled patient-level data from 4 large RCTs investigating DOACs vs warfarin (ARISTOTLE, ENGAGE AF-TIMI 48, RE-LY, ROCKET) from the COMBINE-AF cohort. Stepwise Cox-regression analyses were used to adjust for factors modifying the associations with outcomes. Four models were constructed as follows: Model 0: no adjustment; Model 1: age + trial + randomized treatment; Model 2A: model 1 + prior stroke/TIA + congestive heart failure + diabetes + hypertension + vascular disease; Model 2B: model 1 + creatinine + weight + height; and Model 3: model 2 (A+B) + region + type of AF + VKA experience. Results Data were available for 71,589 patients (26,659 females). Median age was 73 [IQR 67-78] and 71 [63-77] years, median height 160.0 [155.0 – 165.0] and 174.0 [168.0 – 180.0] cm, median weight 73.0 [63.0 – 85.0] and 85.3 [75.0 – 98.2] kg in females and males, respectively. During 2.3 [1.50, 2.67] years median follow-up, there were 2,494 stroke/SE, 1,960 ischaemic stroke/SE, 648 intracranial bleeding, 1,584 gastrointestinal bleeding, 3,660 CV death and 5,818 all-cause death. Yearly incidence rates of stroke/SE 1.99 [1.88, 2.12] vs 1.59 [1.51, 1.68] and ischaemic stroke/SE 1.60 [1.49, 1.71] vs 1.23 [1.16, 1.31] were higher in females than males. In Cox models, female sex was not independently associated with stroke after adjustment for height and weight (Figure 1). Rates of gastrointestinal bleeding 1.16 [1.06, 1.26] vs 1.32 [1.24, 1.40], CV death 2.23 [2.10, 2.35] vs 2.69 [2.59, 2.80] and all-cause death 3.56 [3.40, 3.72] vs 4.27 [4.13, 4.40] were lower in females vs males. Female sex was independently associated with less bleeding and lower mortality, and with a greater magnitude after adjustment for height and weight (Figure 1). Figure 2 displays the inverse associations between height and weight across the range for stroke and up to 80 kg body weight and 170 cm length for CV mortality. Conclusion In patients with AF treated with an OAC, there is a higher rate of stroke in females than males but no independent association between female sex and the risk of stroke/SE. There is a continuous independent inverse association between a smaller body size and a higher risk of stroke/SE, and also an independent inverse association between a smaller body size and higher CV death up to a body weight of 80 kg and height of 170 cm.Figure 1.Cox regression analyses Figure 2.Predicted event rates
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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 | 0,004 | 0,005 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,002 | 0,005 |
| Bibliométrie | 0,002 | 0,003 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 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 ».