September 11, 2025

Cytosolic calcium handling signature: integration with clinical predictors enhances prediction of post-operative atrial fibrillation.

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Integration of calcium handling data improved prediction accuracy of post-operative atrial fibrillation.
The area under the ROC curve increased from 0.69 to 0.79 in the validation cohort, enhancing predictive performance.
Clinical data from 558 patients were analyzed, focusing on single-cell calcium handling measurements and clinical predictors.
Incorporating immediate post-operative AF occurrence significantly boosted the predictive model's accuracy, achieving an AUC of 0.94.

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Observational analysis improved post-operative atrial fibrillation risk prediction in cardiac surgery patients, indicating enhanced outcomes.

Fakuade et al. (2025) studied this question.

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Observational analysis improved post-operative atrial fibrillation risk prediction in cardiac surgery patients, indicating enhanced outcomes.