Evidence map›Paper›PMID 41565722›Full record

ArticleScientific reports2026

The pcMPO-AF rule for predicting postoperative atrial fibrillation after coronary artery bypass grafting.

Lin Luo, Taiwei Wang, Tingting Peng, Chaoyue Gao, Yue Shu, Haiming Yang, Wei Zhou, Yisi Liu

Abstract read
In one paragraph

Article in Scientific reports, 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

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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. Review
4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Lin Luo *Capital Medical University, Beijing, 100069, P.R. China.
Taiwei Wang *Capital Medical University, Beijing, 100069, P.R. China.
Tingting Peng *Cardiac Intensive Care Unit Zone 1, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100029, P.R. China.
Chaoyue GaoCapital Medical University, Beijing, 100069, P.R. China.
Yue ShuCapital Medical University, Beijing, 100069, P.R. China.
Haiming YangNational Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, P.R. China.
Wei ZhouBeijing Institute of Radiation Medicine, Beijing, 100850, P.R. China.
Yisi LiuCapital Medical University, Beijing, 100069, P.R. China. liuyisi@ccmu.edu.cn.

Funding

Beijing Municipal Natural Science Foundation 7252277, Y.L.Capital Medical University Innovation Project XSKY2024147, Y.L.National Natural Science Foundation of China 82200351, Y.L.
6 · The paper itself

Abstract

Myeloperoxidase (MPO) is associated with conduction inhomogeneity. We hypothesized that MPO in selectively drained pericardial fluid (PCF), a direct window into the cardiac microenvironment, may improve postoperative atrial fibrillation (POAF) risk prediction beyond existing risk scores. A total of 469 consecutive patients undergoing coronary artery bypass grafting (CABG) were enrolled in this study (n = 201 in derivation cohort and n = 268 in validation cohort). The primary outcome was new-onset POAF within the first 7 days postoperatively. MPO concentrations were measured in selectively drained PCF and peripheral blood at baseline, 0 and 6 h postoperatively. We further compared MPO levels between pure pericardial fluid and mixed drainage fluid (via Y-connector). A new prediction model, the pcMPO-AF rule, was developed using multivariable logistic regression and validated internally using bootstrapping and externally in an independent cohort. Approximately 98.0% of patients underwent off-pump CABG. POAF occurred in 31.8% and 35.1% of the derivation and validation cohorts, respectively. Pericardial MPO at 6 h postoperatively emerged as the strongest independent predictor of POAF. MPO concentrations in selectively drained PCF were 25-fold higher than mixed drainage samples and 1,648-fold higher than serum levels (both P < 0.001). The pcMPO-AF rule demonstrated good discrimination, with AUCs of 0.908 in derivation and 0.865 in validation cohorts, outperforming POAF, CHA₂DS₂-VASc, and HATCH scores. MPO in selectively drained PCF is a potent biomarker of POAF. The pcMPO-AF rule integrated PCF biomarkers with clinical factors, providing superior predictive performance by capturing both the vulnerable atrial substrate and acute inflammatory trigger.

Indexed as

Atrial FibrillationCoronary Artery BypassPeroxidasePostoperative ComplicationsAgedBiomarkersFemaleHumansMaleMiddle AgedPericardial FluidRisk FactorsBiomarkersPeroxidaseCoronary artery bypass graftingMyeloperoxidasePericardial fluidPostoperative atrial fibrillationRisk prediction model

Identifiers

PMID41565722
PMCPMC12828024

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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 OpenQuestion graph.