Evidence map›Paper›PMID 41660466›Full record

ArticleJournal of thoracic disease2026

Predicting postoperative atrial fibrillation: a pragmatic risk score based on preoperative factors.

Kazuki Noda, Kenta Nishiya, Goki Inno, Takumi Kawase, Yukihiro Nishimoto, Ryo Fujii, Yosuke Takahashi

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Article in Journal of thoracic disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Kazuki NodaDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.
Kenta NishiyaDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.
Goki InnoDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.
Takumi KawaseDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.
Yukihiro NishimotoDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.
Ryo FujiiDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.
Yosuke TakahashiDepartment of Cardiovascular Surgery, Osaka Metropolitan University, Osaka, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Postoperative atrial fibrillation (POAF) is a common complication after cardiac surgery associated with prolonged hospitalization and increased morbidity. This study aimed to develop a simple preoperative risk score for predicting POAF. Methods: We retrospectively analyzed 1,165 consecutive patients who underwent cardiac surgery between 2015 and 2024 at Osaka Metropolitan University Hospital. Patients with a prior history of atrial fibrillation (AF) or incomplete preoperative assessment were excluded. Clinical, electrocardiographic, and echocardiographic variables were evaluated, and independent predictors of POAF were identified by multivariable logistic regression. A weighted risk score was constructed and internally validated using 1,000 bootstrap resamples. Results: POAF occurred in 496 patients (42.6%), of whom 22 (1.9%) progressed to persistent AF and 12 (1.0%) experienced cardiogenic stroke during hospitalization. Independent predictors of POAF included age, electrocardiographic left atrial overload, mitral valve surgery, echocardiographic left atrial enlargement, and obstructive ventilatory defect. The resulting risk score ranged from 0 to 8 or 10 points and demonstrated acceptable calibration and moderate discrimination [area under the curve (AUC): 0.701], with similar performance after bootstrap validation (AUC: 0.707). Subgroup analysis revealed that chronic kidney disease without dialysis independently predicted progression to persistent AF. Conclusions: We developed a pragmatic preoperative risk score for predicting POAF using readily available parameters. The findings corroborate existing evidence regarding established POAF risk factors, and the proposed score demonstrated moderate predictive accuracy.

Indexed as

Atrial fibrillation (AF)cardioembolic strokecardiovascular surgical procedurespostoperative complicationsrisk assessment

Identifiers

PMID41660466
PMCPMC12876024

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