Evidence map›Paper›PMID 37537564›Full record

Observational studyLipids in health and disease2023

Association of remnant cholesterol with frailty: findings from observational and Mendelian randomization analyses.

Yuanlong Hu, Xiaojie Wang, Lin Lin, Jiaming Huan, Yuan Li, Lei Zhang, Yunlun Li

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in Lipids in health and disease, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
4.8field-weighted citation impact, top 4% of its field
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

18 citing papers in PubMed, 27 citations in OpenAlex.

  1. Article
  2. Article
  3. Frailty and Cardiovascular Risk.European cardiology · 2026
    Review
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  13. Frailty and Cardiovascular Health.Journal of the American Heart Association · 2024
    Review
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  18. 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

7 authors at 2 institutions in 2 countries.

Yuanlong HuFirst Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Xiaojie WangFaculty of Chinese Medicine, Macau University of Science and Technology, Taipa, Macau, China.
Lin LinShandong Province Engineering Laboratory of Traditional Chinese Medicine Precise Diagnosis and Treatment of Cardiovascular Disease, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Jiaming HuanFirst Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Yuan LiExperimental Center, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Lei ZhangShandong Province Engineering Laboratory of Traditional Chinese Medicine Precise Diagnosis and Treatment of Cardiovascular Disease, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Yunlun LiFirst Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China. li.yunlun@163.com.
Shandong University of Traditional Chinese Medicine · CNMacau University of Science and Technology · MO

Funding

National Natural Science Foundation of China 81974566
6 · The paper itself

Abstract

backgroundRecent insights suggest that remnant cholesterol (RC) plays a role in cellular senescence, yet its specific contribution to frailty remains indeterminate. Through the integration of observational and mendelian randomization (MR) studies, this research explores the impact of elevated serum RC levels on frailty susceptibility.

methodsA dual-method approach, combining an observational study with an MR study, was employed to investigate the connection between RC and frailty. The observational study included 11,838 participants from the National Health and Nutrition Examination Survey. Multivariable logistic regression and propensity score matching were employed to control for potential confounders. The non-linear relationship was assessed using restricted cubic splines. To circumvent observational study limitations, a two-sample MR analysis was conducted using the inverse-variance weighted method, leveraging genome-wide association studies (GWAS) data.

resultsAfter adjusting for potential confounding variables, the observational study identified a significant association between high serum RC levels and frailty in middle-aged and older adults (odds ratio [OR] = 1.67, 95% confidence interval [CI] = 1.20 to 2.33, P = 0.003), exhibiting a non-linear dose-response correlation (non-linear P = 0.011). This association persisted after propensity score matching (OR = 1.53, 95% CI = 1.14 to 2.06, P = 0.005). The MR study echoed these results, demonstrating a causal association of RC with the frailty index (β = 0.059, 95% CI = 0.033 to 0.085, P = 1.05E-05), consistent with the observational findings (β = 0.017, 95% CI = 0.008 to 0.026, P = 4.51E-04).

conclusionThis study provides evidence that higher RC levels amplify frailty risk in middle-aged and older adults, implying that the reduction of RC levels may present a promising strategy for frailty prevention and management.

Indexed as

FrailtyHypercholesterolemiaAgedCholesterolGenome-Wide Association StudyHumansMendelian Randomization AnalysisMiddle AgedNutrition SurveysCholesterolAgingFrailtyMendelian randomizationRemnant cholesterol

Identifiers

PMID37537564
PMCPMC10399004
OpenAlexW4385552851

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.