Evidence map›Paper›PMID 41816440›Full record

ArticleJournal of thoracic disease2026

Nonlinear association and threshold effect between preoperative estimated pulse wave velocity and postoperative atrial fibrillation after coronary artery bypass grafting.

Yi Hu, Jiazhen Mei, Siji Chen, Qianxian Li, Shuanglei Zhao, Mingxiu Wen, Ming Gong

Abstract read
In one paragraph

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Yi Hu *Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Jiazhen Mei *Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Siji ChenDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Qianxian LiDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Shuanglei ZhaoDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Mingxiu WenDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Ming GongDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Postoperative atrial fibrillation (POAF) is a common complication after coronary artery bypass grafting (CABG), yet reliable preoperative risk markers remain limited. Estimated pulse wave velocity (ePWV), a simple noninvasive indicator of arterial stiffness, may enhance risk stratification; however, its association with POAF has not been fully elucidated. This study aimed to investigate the nonlinear association and potential threshold effect between preoperative ePWV and POAF in patients undergoing CABG. Methods: This single-center retrospective cohort study included 8,570 patients who underwent CABG between 2021 and 2022 at Beijing Anzhen Hospital. ePWV was calculated using age and mean blood pressure. Logistic regression, restricted cubic spline (RCS) modeling, and two-piecewise linear regression were used to evaluate the association and potential threshold effect between ePWV and POAF. Predictive performance was evaluated using receiver operating characteristic (ROC) analysis. Results: POAF occurred in 7.9% of patients. Higher ePWV was independently associated with POAF [adjusted odds ratio (OR): 1.15, 95% confidence interval (CI): 1.09-1.21; P<0.001]. A significant nonlinear relationship was observed, with an inflection point at 11.4 m/s. Below this threshold, each 1 m/s increase in ePWV was associated with a 27% higher risk of POAF, whereas no significant association was observed at ePWV values ≥11.4 m/s. The area under the curve (AUC) for ePWV was 0.583, and the optimal cutoff of 9.62 meters per second yielded a negative predictive value of 94.6%. Conclusions: ePWV shows an independent and nonlinear association with POAF after CABG, with identifiable thresholds that may inform preoperative risk stratification. As a simple and noninvasive measure of arterial stiffness, ePWV may assist in identifying patients at elevated risk of POAF. Validation in multicenter prospective cohorts is warranted to establish its broader clinical utility.

Indexed as

arterial stiffnesscoronary artery bypass grafting (CABG)Estimated pulse wave velocity (ePWV)postoperative atrial fibrillation (POAF)

Identifiers

PMID41816440
PMCPMC12972771

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.