Age and Genetic Risk Score and Rates of Blood Lipid Changes in China

Li，Jianxin1,2; Liu，Mengyao1,2; Liu，Fangchao1; Chen，Shufeng1; Huang，Keyong1; Cao，Jie1; Shen，Chong3; Liu，Xiaoqing4; Yu，Ling5; Zhao，Yingxin6; Zhang，Huan7; Gu，Shujun8; Zhao，Liancheng1; Li，Ying1; Hu，Dongsheng9,10; Huang，Jianfeng1; Gu，Dongfeng1,2,11; Lu，Xiangfeng1,2,12

2023-03-29

10.1001/jamanetworkopen.2023.5565

JAMA Network Open   Impact Factor & Quartile

2574-3805

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 47691 participants with available genotype data were recruited, and 37317 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 37317 participants (mean [SD] age of 51.37 [10.82] years; 15664 [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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1.Department of Epidemiology,Fuwai Hospital,National Center for Cardiovascular Diseases,Chinese Academy of Medical Sciences and Peking Union Medical College,Beijing,China
2.Key Laboratory of Cardiovascular Epidemiology,Chinese Academy of Medical Sciences,Beijing,China
3.Department of Epidemiology,School of Public Health,Nanjing Medical University,Nanjing,China
4.Division of Epidemiology,Guangdong Provincial People's Hospital and Cardiovascular Institute,Guangzhou,China
5.Department of Cardiology,Fujian Provincial Hospital,Fuzhou,China
6.Cardio-Cerebrovascular Control and Research Center,Institute of Basic Medicine,Shandong Academy of Medical Sciences,Jinan,China
7.Department of Epidemiology,School of Public Health,Medical College of Soochow University,Suzhou,China
8.Department of Chronic Disease Control and Prevention,Changshu Center for Disease Control and Prevention,Changshu,China
9.Department of Biostatistics and Epidemiology,School of Public Health,Shenzhen University Health Science Center,Shenzhen,China
10.Department of Epidemiology and Health Statistics,College of Public Health,Zhengzhou University,Zhengzhou,China
11.School of Medicine,Southern University of Science and Technology,Shenzhen,China
12.National Clinical Research Center for Cardiovascular Diseases,State Key Laboratory of Cardiovascular Disease,Fuwai Hospital,National Center for Cardiovascular Diseases,Chinese Academy of Medical Sciences and Peking Union Medical College,Beijing,China

Li，Jianxin,Liu，Mengyao,Liu，Fangchao,et al. Age and Genetic Risk Score and Rates of Blood Lipid Changes in China[J]. JAMA Network Open,2023,6(3).

Li，Jianxin.,Liu，Mengyao.,Liu，Fangchao.,Chen，Shufeng.,Huang，Keyong.,...&Lu，Xiangfeng.(2023).Age and Genetic Risk Score and Rates of Blood Lipid Changes in China.JAMA Network Open,6(3).

Li，Jianxin,et al."Age and Genetic Risk Score and Rates of Blood Lipid Changes in China".JAMA Network Open 6.3(2023).