Observational studyLipids in health and disease2023
Association of remnant cholesterol with frailty: findings from observational and Mendelian randomization analyses.
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.
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.
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.
Who cites it
18 citing papers in PubMed, 27 citations in OpenAlex.
- Genetic mechanisms, brain structures, and peripheral biomarkers mediate the relationship between physical frailty and neuropsychiatric disorders.Journal of advanced research · 2026Article
- Higher remnant cholesterol inflammatory index is associated with increased frailty risk in the UK Biobank.Frontiers in nutrition · 2026Article
- Frailty and Cardiovascular Risk.European cardiology · 2026Review
- Elevated remnant cholesterol predicts poor outcome in patients with premature acute coronary syndrome: a retrospective, single-center study.Journal of thrombosis and thrombolysis · 2025Article
- Cholesterol's hidden impact: the nonlinear link between remnant cholesterol (RC) and phenotypic age acceleration (PhenoAgeAccel).Biogerontology · 2025Article
- Association of remnant cholesterol with depression, type 2 diabetes, and their coexistence.BMC psychiatry · 2025Article
- Longitudinal Association of Remnant Cholesterol With Cognitive Decline Varies by Lipid-Lowering Drugs: A Population-Based Cohort Study.Journal of the American Heart Association · 2025Article
- Article
- Chronic polypharmacy, monotherapy, and deprescribing: Understanding complex effects on the hepatic proteome of aging mice.Aging cell · 2025Article
- The relationship between respiratory symptoms and frailty: findings from observational and Mendelian randomization analyses.Aging clinical and experimental research · 2024Article
- Lipid metabolism disorders and albuminuria risk: insights from National Health and Nutrition Examination Survey 2001-2018 and Mendelian randomization analyses.Renal failure · 2024Article
- Remnant cholesterol elevates hyperuricemia risk in the middle aged and elderly Chinese: a longitudinal study.Scientific reports · 2024Article
- Frailty and Cardiovascular Health.Journal of the American Heart Association · 2024Review
- The association between remnant cholesterol and rheumatoid arthritis: insights from a large population study.Lipids in health and disease · 2024Article
- Relationship between residual cholesterol and cognitive performance: a study based on NHANES.Frontiers in nutrition · 2024Article
- Examining the relationship between CDAI and frailty and its manifestation in Parkinson's disease: a cross-sectional study.Frontiers in nutrition · 2024Article
- The relationship between remnant cholesterol and the risk of testosterone deficiency in US adults: a cross-sectional study based on the NHANES database.Frontiers in endocrinology · 2024Article
- Remnant cholesterol and all-cause mortality risk: findings from the National Health and Nutrition Examination Survey, 2003-2015.Frontiers in endocrinology · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
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
Identifiers
What OpenQuestion holds
Registered trials
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.