Evidence mapPaperPMID 40646596Full record

ArticleDiabetology & metabolic syndrome2025

Relationship between stress hyperglycemia ratio and the incidence of atrial fibrillation in patients after coronary artery bypass grafting: a retrospective study based on the MIMIC-IV database.

Runjia Liu, Jiatong Li, Jing Zeng, Yuxuan Tao, Dong Chen, Haixia Li

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Article in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

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2citing papers in PubMed, 1 pooled it
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1 · What the graph read from it

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2 citing papers in PubMed, 1 synthesis or guideline pooled it.

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5 · Who and what money

Authors and funding

6 authors.

Runjia LiuDepartment of Cardiology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, People's Republic of China.
Jiatong LiShandong University of Traditional Chinese Medicine, Jinan, China.
Jing ZengDepartment of Cardiology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, People's Republic of China.
Yuxuan TaoDepartment of Cardiology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, People's Republic of China.
Dong ChenDepartment of Oncology, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, People's Republic of China. chendong1319@foxmail.com.
Haixia LiDepartment of Cardiology, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, People's Republic of China. academic_lhx@163.com.

Funding

Key Research Project of the Capital Health Development Scientific Research Special Fund, Clinical and mechanistic study on the treatment of moderate-to-severe heart failure with Fuyang Strong Heart Tang (2024-1-4151)National High-Level Clinical Research and Translational Capacity Enhancement Project for Traditional Chinese Medicine Hospitals, Special Fund for Medical Institution Preparation Development and New Drug Transformation, Druggability evaluation and preclinical study of Fuyang Qiangxin Granule, a traditional Chinese medicine for heart failure (HLCMHPP2023045)National Social Science Fund of China (No. 21VJXG037)The 5th Batch of National Talents Cultivation Program for Excellent Clinicians of Traditional Chinese Medicine, administered by the National Administration of Traditional Chinese Medicine (No. SATCM-RE-2022-01)the National Natural Science Foundation of China (No. 81973682)
6 · The paper itself

Abstract

backgroundThe stress hyperglycemia ratio (SHR) is a clinical index that quantifies acute stress-induced hyperglycemia by comparing immediate blood glucose levels with chronic glucose control (reflected by HbA1c). It is especially valuable in cardiovascular disease and surgical prognosis. However, there is still a lack of research on the relationship between SHR and new-onset atrial fibrillation (AF) in patients after coronary artery bypass grafting (CABG). This study investigates the impact of postoperative SHR on AF risk following CABG.

methodsThis study is a retrospective cohort analysis conducted through the MIMIC-IV database, which included adult patients who underwent CABG and were admitted to the ICU. These patients were categorized into three distinct groups according to the tertiles of the baseline SHR level, and the primary outcome was the incidence of postoperative atrial fibrillation (POAF). We employed logistic regression models, restricted cubic splines (RCS), threshold effect analysis, ubgroup analysis, Boruta algorithm, lasso algorithm, and receiver operating characteristics (ROC) to analyze the relationship between SHR and POAF incidence comprehensively.

results2112 patients undergoing CABG were included in this study, with a median age of 69 years (IQR: 62-76), of whom 1643 (77.79%) were male. Logistic regression results showed that the incidence of AF was significantly increased in patients in the highest third of the SHR group compared with the lowest third group (OR = 1.31, 95%CI = 1.03-1.67; P = 0.0275). SHR was an independent risk factor for the incidence of POAF (OR = 1.63, 95%CI = 1.19-2.23; P = 0.0023). At the same time, RCS analysis showed that SHR was positively and linearly correlated with the incidence of POAF in patients after cardiac surgery (P = 0.009, P for Nonliner = 0.848). Threshold effect analysis identified no significant threshold and further supported a linear relationship between SHR and POAF. In addition, SHR was double-screened by Boruta and Lasso algorithms, indicating that it was statistically and biologically significantly associated with AF after CABG.

conclusionSHR is significantly related to AF after CABG. As SHR increases, the risk of POAF increases. Incorporating SHR into post-CABG risk assessment enhances AF prediction, offering a valuable reference for clinical decision-making. It may also be a potential biomarker for studying pathological mechanisms in patients after cardiac surgery. In the future, combining multi-omics data with clinical intervention trials is necessary to verify its clinical application value further.

Indexed as

Coronary artery bypass graftingMIMIC-IV databasePostoperative atrial fibrillationStress hyperglycemia ratio

Identifiers

PMID40646596
PMCPMC12255109

What Socratic holds

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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.