Defibrillator shocks and their effect on objective asian patient outcomes: results of the painfree SST clinical trial
Notice bibliographique
Résumé
Abstract Background The implantable cardioverter defibrillator (ICD) reduces mortality in patients at risk of sudden cardiac death. However, the effect of ICD shock on device-measured activity is unknown. The aim of this analysis was to analyze the acute and long-term effects of ICD shock on objective behavioral data. Methods The PainFree SST study was a prospective, multicenter, global study that enrolled 2770 patients including 225 from from Asia (181 from Japan, 25 from India, and 19 from Malaysia). Patient physical activity was determined from the device built-in accelerometer. The device translates the accelerometer output into a count of active minutes, which is stored as a daily total value in device memory for a rolling window of 425 days. Obviously, activity is measured only after device implantation. Early after implant, activity is reduced due to the procedure and thus not representative. Therefore, no baseline can be reported for activity. The follow-up activity data was analyzed with a linear mixed model, with a random effect for patient and an auto-regressive correlation matrix for subsequent measurements of individual patients. Results Figure 1 shows average daily activity between 90 days before and 90 days after a shock. The dashed vertical line indicates the day of shock. Both patients from Asia and from other countries show a drop in activity after a shock with recovery in the subsequent 30-60 days. The curve for Asian patients is more variable than the curve for other countries due to the lower number of patients (there were 33 Asian patients with shocks contributing data). Figure 2 shows average daily activity before and after ATP therapy. Any post shock measurement is excluded. Contrary to the temporary reduction in activity around a shock (Figure 1), ATP therapies do not seem to have an impact on activity. In patients from the other countries, activity is significantly reduced when patients are hospitalized (-66.3 minutes/day, p<0.0001), but not in Asian patients (-5.1 minutes/day, p=0.71). Both in Asian and other countries, activity is significantly reduced after an ICD shock (Asian: -47.5 minutes/day, p=0.0002; Other countries: -21.5 minutes/day, p<0.0001). The effect of shock for Asian is greater than the other countries (p=0.054). In the month after the shock there is a significant recovery, +34.8 minutes/day in Asian patients (p=0.0077) and +7.7 minutes/day in patients from other countries (p=0.031). The recovery is trended to be bigger in Asian patients (p=0.058). Conclusions ICD shocks have a lasting adverse impact on objective, device-measured physical activity, particularly among Asian individuals. Successful management of patients with an ICD necessitates specific attention to clinically relevant behavioral outcomes, aiming to expedite recovery and facilitate a return to activities of daily living, with a particular focus on the Asian population.
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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 | 0,002 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,002 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 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 ».