ArticleEBioMedicine2019
Genetically-predicted life-long lowering of low-density lipoprotein cholesterol is associated with decreased frailty: A Mendelian randomization study in UK biobank.
Article in EBioMedicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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.
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Who cites it
29 citing papers in PubMed, 44 citations in OpenAlex.
- Inflammation meets insulin resistance: the role of the CRP-triglyceride-glucose index in association with frailty among middle-aged and older adults in China.European journal of medical research · 2026Article
- Development and validation of an artificial intelligence model based on liver CSE-MRI fat maps for predicting dyslipidemia.PLOS digital health · 2026Article
- Association between low-density lipoprotein cholesterol and frailty in adults aged ≥70 years: a cross-sectional study from Beijing, China.Frontiers in endocrinology · 2026Article
- Cumulative atherogenic index of plasma exposure and cardiovascular disease risk: the mediating role of frailty in a Chinese middle-aged and elderly population.Clinical rheumatology · 2025Article
- Multivariable Mendelian randomization study supports the causal effects of circulating metabolites on frailty.Aging clinical and experimental research · 2025Article
- Genetic Evidence on the Role of Blood Phytosterols in Frailty: A Mendelian Randomization Study.Food science & nutrition · 2025Article
- Association of the atherogenic index of plasma with frailty in U.S. adults: a cross-sectional study based on NHANES.Lipids in health and disease · 2025Article
- Development and validation of a model to predict the risk of frailty in older adults with panvascular disease.Frontiers in public health · 2025Article
- Discovery and Exploration of Lipid-Modifying Drug Targets for ALS by Mendelian Randomization.Molecular neurobiology · 2024Article
- Cardiovascular disease risk factors and frailty syndrome in community-dwelling older adults: Results from the Amirkola Health and Aging Project Cohort Study.BMC geriatrics · 2024Article
- Developing and validating machine learning-based prediction models for frailty occurrence in those with chronic obstructive pulmonary disease.Journal of thoracic disease · 2024Article
- Utilizing multimodal approach to identify candidate pathways and biomarkers and predicting frailty syndrome in individuals from UK Biobank.GeroScience · 2024Article
- Falsification of the instrumental variable conditions in Mendelian randomization studies in the UK Biobank.European journal of epidemiology · 2023Article
- Association of remnant cholesterol with frailty: findings from observational and Mendelian randomization analyses.Lipids in health and disease · 2023Observational
- Unraveling the metabolic underpinnings of frailty using multicohort observational and Mendelian randomization analyses.Aging cell · 2023Observational
- Demographic and cardiovascular risk factors associated with pre-frailty and frailty among community-dwelling older adults in Jakarta, Indonesia: Active Aging Study.Malaysian family physician : the official journal of the Academy of Family Physicians of Malaysia · 2023Article
- Causal Association of Cardiac Function by Magnetic Resonance Imaging with Frailty Index: A Mendelian Randomization Study.Phenomics (Cham, Switzerland) · 2022Article
- There is urgent need to treat atherosclerotic cardiovascular disease risk earlier, more intensively, and with greater precision: A review of current practice and recommendations for improved effectiveness.American journal of preventive cardiology · 2022Review
- Impact of Low Baseline Low-Density Lipoprotein Cholesterol on Long-Term Postdischarge Cardiovascular Outcomes in Patients With Acute Myocardial Infarction.Journal of the American Heart Association · 2022Observational
- Sex-specific transcriptome differences in a middle-aged frailty cohort.BMC geriatrics · 2022Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 5 countries.
Funding
Abstract
backgroundHigh circulating low-density lipoprotein cholesterol (LDL-C) is a major risk factor for atherosclerosis and age-associated cardiovascular events. Long-term dyslipidaemia could contribute to the development of frailty in older individuals through its role in determining cardiovascular health and potentially other physiological pathways.
methodsWe conducted Mendelian randomization (MR) analyses using genetic variants to estimate the effects of long-term LDL-C modification on frailty in UK Biobank (n = 378,161). Frailty was derived from health questionnaire and interview responses at baseline when participants were aged 40 to 69 years, and calculated using an accumulation-of-deficits approach, i.e. the frailty index (FI). Several aggregated instrumental variables (IVs) using 50 and 274 genetic variants were constructed from independent single-nucleotide polymorphisms (SNPs) to instrument circulating LDL-C concentrations. Specific sets of variants in or near genes that encode six lipid-lowering drug targets (HMGCR, PCSK9, NPC1L1, APOB, APOC3, and LDLR) were used to index effects of exposure to related drug classes on frailty. SNP-LDL-C effects were available from previously published studies. SNP-FI effects were obtained using adjusted linear regression models. Two-sample MR analyses were performed with the IVs as instruments using inverse-variance weighted, MR-Egger, weighted median, and weighted mode methods. To address the stability of the findings, MR analyses were also performed using i) a modified FI excluding the cardiometabolic deficit items and ii) data from comparatively older individuals (aged ≥60 years) only. Several sensitivity analyses were also conducted.
findingsOn average 0.14% to 0.23% and 0.16% to 0.31% decrements in frailty were observed per standard deviation reduction in LDL-C exposure, instrumented by the general IVs consisting of 50 and 274 variants, respectively. Consistent, though less precise, associations were observed in the HMGCR-, APOC3-, NPC1L1-, and LDLR-specific IV analyses. In contrast, results for PCSK9 were in the same direction but more modest, and null for APOB. All sensitivity analyses produced similar findings.
interpretationA genetically-predicted life-long lowering of LDL-C is associated with decreased frailty in midlife and older age, representing supportive evidence for LDL-C's role in multiple health- and age-related pathways. The use of lipid-lowering therapeutics with varying mechanisms of action may differ by the extent to which they provide overall health benefits.
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