Evidence map›Paper›PMID 40417795›Full record

Observational studyJournal of the American Heart Association2025

Relationship Between Remnant Cholesterol and Risk of Heart Failure in a Community Population Without Cardiovascular Disease: Results of the China Patient-Centered Evaluative Assessment of Cardiac Events Million Persons Project.

Qiujin Huang, Weida Qiu, Chaolei Chen, Jiabin Wang, Yanqiu Ou, Yingqing Feng

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Journal of the American Heart Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Qiujin HuangGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences Southern Medical University Guangzhou 510080 China.ORCID 0000-0001-5609-4008
Weida QiuGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences Southern Medical University Guangzhou 510080 China.ORCID 0000-0003-2206-8439
Chaolei ChenGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences Southern Medical University Guangzhou 510080 China.ORCID 0000-0003-3557-0161
Jiabin WangGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences Southern Medical University Guangzhou 510080 China.
Yanqiu OuGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences Southern Medical University Guangzhou 510080 China.
Yingqing FengGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences Southern Medical University Guangzhou 510080 China.ORCID 0000-0003-0443-5506

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe association between heart failure (HF) and remnant cholesterol (RC) has not been comprehensively elucidated.

methodsThis study assessed data from 90 280 individuals (mean age, 54 years; 61.2% women) in the China Patient-Centered Evaluative Assessment of Cardiac Events Million Persons Project, all free of cardiovascular disease at baseline. RC was calculated by the equation: total cholesterol minus high-density lipoprotein cholesterol minus low-density lipoprotein cholesterol (LDL-C), with low-density lipoprotein cholesterol derived using the Friedewald equation. Cox proportional hazards model was used to examine the relationship of RC to HF risk. We also assessed the correlation between left ventricular structure and function and RC levels using multivariable linear regression models in 15 004 participants with echocardiographic data.

resultsThe study had a median follow-up period of 3.52 years and recorded 1105 new-onset HF events. In multivariable models, every SD increment in RC was associated with a 7% increased risk of HF (hazard ratio [HR], 1.07 [95% CI, 1.01-1.13]), with a noted gradient of association. Even after accounting for interim myocardial infarction/coronary heart disease, individuals with high baseline RC (≥1.1 mmol/L) remained at a 24% greater HF risk (HR, 1.24 [95% CI, 1.05-1.46]) than the low group (<0.63 mmol/L). Each SD in the log-transformed baseline RC increase was significantly correlated with increases in relative wall thickness (β=0.0014;

conclusionsElevated RC is linked to unfavorable left ventricular structure and function alterations, increasing the risk of subsequent HF. This association with HF appears to be independent of interim myocardial infarction/coronary heart disease.

Indexed as

CholesterolHeart FailureAdultAgedBiomarkersChinaCholesterol, HDLCholesterol, LDLEchocardiographyFemaleHumansMaleMiddle AgedProportional Hazards ModelsRisk AssessmentRisk FactorsBiomarkersCholesterolCholesterol, HDLCholesterol, LDLcommunity populationechocardiographyheart failureremnant cholesterolrisk factors

Identifiers

PMID40417795
PMCPMC12229123

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Registered trials

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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.