Evidence map›Paper›PMID 42062398›Full record

ArticleScientific reports2026

ACTB hypermethylation in blood is a potential biomarker as predictor to the risk of coronary heart disease.

Jialie Jin, Fei Wang, Mengxia Li, Yao Fan, Yu Liu, Haifeng Xu, Changying Chen, Lai Wei, Fangyuan Liu, Chong Shen and 1 more

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. 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

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Jialie JinDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
Fei WangDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
Mengxia LiDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
Yao FanDivision of Clinical Epidemiology, Affiliated Geriatric Hospital of Nanjing Medical University, Nanjing, China.
Yu LiuCenter for Disease Control and Prevention of Jurong City, Jurong, Jiangsu, China.
Haifeng XuCenter for Disease Control and Prevention of Jurong City, Jurong, Jiangsu, China.
Changying ChenDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
Lai WeiDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
Fangyuan LiuDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
Chong ShenDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China. sc100@126.com.
Rongxi YangDepartment of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China. rongxiyang@njmu.edu.cn.

Funding

National Key Research and Development Program of China 2018YFC 2000703National Natural Science Foundation of China 82173611;81872686
6 · The paper itself

Abstract

Potential biomarkers that can assess the risk of coronary heart disease (CHD) and facilitate its preclinical detection are urgently needed. We aimed to explore the association between blood-based ACTB methylation and future CHD risk in a nested case-control study in the Chinese population. The methylation level of ACTB was quantitatively determined by mass spectrometry in 171 subclinical CHD cases and 356 controls. Logistic regression was used to examine the association between ACTB methylation and future CHD risk. We observed a significant association between hypermethylation of ACTB in peripheral blood and an increased risk of future CHD, particularly among individuals ≥ 60 years old and male subjects. Additionally, hypermethylation of ACTB was associated with the risk of future CHD in subjects with elevated TC and LDL-C levels. Furthermore, compared to using traditional risk factors alone, the model incorporating altered ACTB methylation demonstrated improved discriminative value, especially in individuals ≥ 60 years old and among males (area under curve = 0.79 and 0.81, respectively). Our findings demonstrated a strong association between ACTB hypermethylation in peripheral blood and increased future CHD risk, offering promise for improving risk assessment and early detection strategies.

Indexed as

BiomarkersCoronary DiseaseDNA MethylationAgedCase-Control StudiesFemaleHumansMaleMiddle AgedRisk FactorsBiomarkersACTB methylationBiomarkerCoronary heart diseasePeripheral bloodPreclinical detection

Identifiers

PMID42062398
PMCPMC13323994

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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.