ArticleJAMA network open2023
Age and Genetic Risk Score and Rates of Blood Lipid Changes in China.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 34 citations in OpenAlex.
- Chinese Population-Wide Lipid Trajectories From Age 20 to 85 Years: Sex- and Adiposity-Specific Patterns.JACC. Asia · 2026Article
- Age- and Sex-Specific Distribution of the Triglyceride-Glucose Index in a Large Chinese Population: Cross-Sectional Study.JMIR diabetes · 2026Article
- Genetic factors contributing to atherosclerosis.Current opinion in cardiology · 2026Review
- Morchella polysaccharide ameliorates myocardial infarction inflammation in mice through increasing gut microbiota-derived 12-HEPE.Acta pharmacologica Sinica · 2026Article
- Trajectories of lipid profile with cognitive function: 12-year follow-up of Guangzhou Biobank cohort study.European archives of psychiatry and clinical neuroscience · 2026Article
- Friedewald and Martin-Hopkins formulae for estimating low-density lipoprotein cholesterol in a Malagasy population.African journal of laboratory medicine · 2026Article
- Metabolic Multimorbidity and Risk of All-Cause and Cause-Specific Mortality: A Retrospective Cohort Study of 123,791 Chinese Adults.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Deciphering age- and sex-specific patterns of coronary artery atherosclerosis from a large Chinese cohort.Nature communications · 2025Article
- The association between serum HbA1c and infected pancreatic necrosis in acute necrotizing pancreatitis.BMC gastroenterology · 2025Article
- Community based cohort studies in China: critical insights for shaping the future of population and public health.BMJ (Clinical research ed.) · 2025Article
- Chronic Diseases and Influenza Vaccines.Vaccines · 2025Review
- Analysis of risk-factors associated with hospital-acquired pneumonia in patients with alzheimer's disease based on gender differences.BMC geriatrics · 2025Article
- Association between Non high density lipoprotein to high density lipoprotein cholesterol ratio and bone mineral density.Scientific reports · 2025Article
- [Spousal correlations of blood lipid based on a family design].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Article
- The role of lipid profile in the relationship between skipping breakfast and hyperuricemia: a moderated mediation model.BMC public health · 2025Article
- Sex differences of neutrophil to high-density lipoprotein cholesterol ratio in predicting the severity of coronary lesions in acute coronary syndrome patients.Lipids in health and disease · 2025Article
- Longitudinal Association of Changes in Metabolic Syndrome with Cognitive Function: 12-Year Follow-up of the Guangzhou Biobank Cohort Study.Diabetes & metabolism journal · 2025Article
- Comparison of cardiovascular risk assessment protocols and achievement of risk factor targets in patients with type 2 diabetes.Frontiers in endocrinology · 2025Article
- Blood Lipid Polygenic Risk Score Development and Application for Atherosclerosis Ultrasound Parameters.Biomedicines · 2024Article
- Exploring age and gender disparities in cardiometabolic phenotypes and lipidomic signatures among Chinese adults: a nationwide cohort study.Life metabolism · 2024Article
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Authors and funding
18 authors at 7 institutions in 1 country.
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Abstract
Importance: Blood lipids are the primary cause of atherosclerosis. However, little is known about relationships between rates of blood lipid changes and age and genetic risk. Objective: To evaluate associations of blood lipid change rates with age and polygenic risk. Design, Setting, and Participants: This cohort is from the Prediction for Atherosclerotic Cardiovascular Disease Risk in China, which was established from 1998 to 2008. Participants were followed up until 2020 (mean [SD] follow-up, 13.8 [4.3] years) and received 4 repeated lipid measurements. Data analysis was performed from June to August 2022. A total of 47 691 participants with available genotype data were recruited, and 37 317 participants aged 18 years or older were included in the final analysis after excluding participants who were lost to follow-up or with major chronic diseases, and those without blood lipid measurements at baseline and any follow-up survey. Exposures: Age and polygenic risk scores based on 126 lipid-related genetic variants. Main Outcomes and Measures: The estimated annual changes (EAC) of blood lipids in milligrams per deciliter. Results: This study evaluated 37 317 participants (mean [SD] age of 51.37 [10.82] years; 15 664 [41.98%] were male). The associations of EACs of blood lipids with age differed substantially between male and female participants. Male participants experienced declining change as they got older for total cholesterol (EAC, 0.34 [95% CI, 0.14 to 0.54] mg/dL for age <40 years vs 0.01 [95% CI, -0.11 to 0.13] mg/dL for age ≥60 years), triglyceride (EAC, 3.28 [95% CI, 2.50 to 4.07] mg/dL for age <40 years vs -1.70 [95% CI, -2.02 to -1.38] mg/dL for age ≥60 years), and low-density lipoprotein cholesterol (LDL-C) (EAC, 0.15 [95% CI, -0.02 to 0.32] mg/dL for age <40 years vs 0.01 [95% CI, -0.10 to 0.11] mg/dL for age ≥60 years). Female participants had inverse V-shaped associations and the greatest rate of change appeared in the age group of 40 to 49 years (EAC for total cholesterol, 1.33 [95% CI, 1.22 to 1.44] mg/dL; EAC for triglyceride, 2.28 [95% CI, 1.94 to 2.62] mg/dL; and EAC for LDL-C, 0.94 [95% CI, 0.84 to 1.03] mg/dL). Change in levels of blood lipids were also associated with polygenic risk. Participants at low polygenic risk tended to shift toward lower blood lipid levels, with EACs of -0.16 (95% CI, -0.25 to -0.07) mg/dL; -1.58 (95% CI, -1.78 to -1.37) mg/dL; and -0.13 (95% CI, -0.21 to -0.06) mg/dL for total cholesterol, triglyceride, and LDL-C, respectively. Participants with high polygenic risk had the greatest rates of change for total cholesterol, triglyceride, and LDL-C (EAC, 1.12 [95% CI, 1.03 to 1.21] mg/dL; EAC, 3.57 [95% CI, 3.24 to 3.91] mg/dL; and EAC, 0.73 [95% CI, 0.65 to 0.81] mg/dL, respectively). Similar patterns were also observed across sex and age groups. Conclusions and Relevance: In this cohort study, EACs of blood lipids were significantly associated with age and polygenic risk, suggesting that prevention strategies for lipids should focus on individuals with high genetic risk and in the critical age window.
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