Evidence map›Paper›PMID 39934598›Full record

ArticleSleep & breathing = Schlaf & Atmung2025

Association of electrocardiogram features with risk of obstructed sleep apnea: a population-based cohort study.

Chuchu Wu, Jun Huang, Minjing Huang, Yiting Tan, Chuanjiang Chen, Murui Zheng, Wenjing Zhao, Yangjie Xu, Lili Guo, Xiuyi Wu and 3 more

Abstract read
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In one paragraph

Article in Sleep & breathing = Schlaf & Atmung, 2025. 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

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

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Chuchu Wu *School of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Avenue, Haizhu District, Guangzhou, 510310, China.
Jun Huang *Department of Geriatrics, Institute of Geriatrics, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science, Southern Medical University, Guangzhou, 510080, China.
Minjing Huang *Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science,Southern Medical University, Guangzhou, 510080, China.
Yiting TanSchool of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Avenue, Haizhu District, Guangzhou, 510310, China.
Chuanjiang ChenSchool of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Avenue, Haizhu District, Guangzhou, 510310, China.
Murui ZhengFaculty of Health Sciences, University of Macau, Macau, 999078, SAR, China.
Wenjing ZhaoSchool of Public Health and Emergency Management, Southern University of Science and Technology, No.1088, Xueyuan Avenue, Nanshan District, Shenzhen, 518055, China. zhaowj@sustech.edu.cn.
Yangjie XuGuangzhou Xinzao Town Community Health Service Center, Guangzhou, 511442, China.
Lili GuoGuangzhou Xinzao Town Community Health Service Center, Guangzhou, 511442, China.
Xiuyi WuGuangzhou Nancun Town Community Health Service Center, Guangzhou, 511442, China.
Yumei XueDepartment of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science,Southern Medical University, Guangzhou, 510080, China.
Hai DengGuangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science, Southern Medical University, 5/F, Ying Tung Building, No.106, Zhongshan Second Road, Guangzhou, 518055, China. doctordh@hotmail.com.
Xudong LiuSchool of Public Health, Guangdong Pharmaceutical University, No. 283 Jianghai Avenue, Haizhu District, Guangzhou, 510310, China. xdliu.cn@hotmail.com.ORCID 0000-0003-2911-4899

Funding

Basic and Applied Basic Research Foundation of Guangdong Province 2022A1515010686Guangdong Basic and Applied Basic Research Foundation 2022A1515010686Medical Science and Technology Research Foundation of Guangdong Province A2023408
6 · The paper itself

Abstract

backgroundThere is limited investigation on the longitudinal association between common electrocardiogram (ECG) features and the incidence of obstructive sleep apnea (OSA). This study aimed to examine the association of common ECG features with the incidence of OSA in a prospective cohort.

methods2,563 participants aged 60 years or more were selected from the baseline survey of the Guangzhou Heart Study. OSA was evaluated by the Berlin Questionnaire. Eight electrocardiogram features including PR interval, QRS duration, QT interval, QTc interval, heart rate, P-wave, R-wave, and T-wave were extracted from 24-hour single-lead Holter. Relative risk (RR) with 95% confidence interval (CI) was estimated using the multivariate logistic regression model. A receiver operating characteristic (ROC) curve analysis was used to evaluate the predictive ability of ECG features.

results397 (15.5%) participants were divided into the OSA group and 2,166 (84.5%) into the OSA non-group. When comparing the highest with the lowest quartiles, heart rate was related to a 30% reduced risk of OSA (RR: 0.70, 95%CI: 0.51-0.97) after adjustment for possible confounders. Participants with prolonged PR interval were more likely to be at risk of OSA (RR: 2.68, 95%CI: 1.02-6.55). No significant association was found between the other six ECG features and OSA risk. Area under ROC curve was 0.676 (95% CI: 0.648-0.704), 0.676 (95%CI: 0.648-0.704), and 0.678 (95%CI: 0.651-0.706) for heart rate, PR interval, and their combination, respectively.

conclusionsThe results suggest that heart rate and PR interval are related to OSA incidence. Future studies should be carried out in different populations, and consider the use of portable monitors together with scales to comprehensively determine OSA, and comprehensively elucidate the relationship of various ECG features and their changes with OSA occurrence.

Indexed as

ElectrocardiographySleep Apnea, ObstructiveAgedChinaCohort StudiesElectrocardiography, AmbulatoryFemaleHeart RateHumansIncidenceMaleMiddle AgedPolysomnographyProspective StudiesRisk FactorsCohort studyElectrocardiogram featuresObstructed sleep apnea

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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.