Evidence map›Paper›PMID 39508858›Full record

SynthesisActa diabetologica2025

Effect of resting heart rate on the risk of metabolic syndrome in adults: a dose-response meta-analysis.

Shiyuan Chen, Xiaoxia Yuan, Wei Zhu

Abstract readMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in Acta diabetologica, 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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0citing papers 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

3 authors.

Shiyuan ChenNaval Medical Center, Naval Medical University, No. 880 Xiangyin Road, Yangpu District, Shanghai, 200433, China.
Xiaoxia YuanNaval Medical Center, Naval Medical University, No. 880 Xiangyin Road, Yangpu District, Shanghai, 200433, China.
Wei ZhuNaval Medical Center, Naval Medical University, No. 880 Xiangyin Road, Yangpu District, Shanghai, 200433, China. zhu_wei2002@163.com.ORCID http://orcid.org/0009-0002-1028-5110

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsGiven the notable rise in the prevalence of metabolic syndrome (MS) in China, it is urgent to identify early screening indicators. Extensive dose-response meta-analyses have been conducted to investigate the association between resting heart rate (RHR) and MS, and additional relevant studies have been updated in the last five years. Therefore, this paper aims to update the results of previous meta-analyses. DATA SYNTHESIS: PubMed, Cochrane Library, Web of Science, and Embase databases were searched from the inception to 25th May 2023. Additional relevant references were manually screened. Quality assessment was performed independently by authors using the Newcastle-Ottawa Scale. Stata 15.0 software was applied for data analysis. A random-effects model was adopted to pool the effect size of hazard ratio (HR) and 95% confidence interval (CI). A restricted cubic spline function was utilized to assess dose-response relationships. The protocol was prospectively registered in PROSPERO (number CRD42023458979). 35 studies from 21 reports were included, with 433,365 adults and 84,354 events of MS and/or diabetes mellitus. The highest RHR tertile was positively associated with the risk of MS [HR = 1.80, 95% CI (1.60, 2.04)]. Dose-response analysis suggested a non-linear correlation between RHR and MS, with a 3.5% increase in risk per unit increase in RHR, at a RHR of 42.5.

conclusionsBoth high RHR and its increasing rate are significantly associated with the risk of MS. Therefore, RHR might be a non-invasive and convenient community-based screening tool for the management and monitoring of MS.

Indexed as

Heart RateMetabolic SyndromeRestAdultHumansRisk FactorsDose–responseMeta-analysisMetabolic syndromeResting heart rate

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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.