Causal Associations of Education Level With Cardiovascular Diseases, Cardiovascular Biomarkers, and Socioeconomic Factors

被引:8
作者
Hu, Mengjin [1 ]
Yang, Tao [2 ]
Yang, Yuejin [2 ]
机构
[1] Capital Med Univ, Xuanwu Hosp, Dept Cardiol, Beijing, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, Dept Cardiol,State Key Lab Cardiovasc Dis, Beijing, Peoples R China
关键词
CORONARY-HEART-DISEASE; GENOME-WIDE ASSOCIATION; RISK-FACTORS; MENDELIAN RANDOMIZATION; HEALTH; METAANALYSIS; MORTALITY; STROKE; TRENDS; INCOME;
D O I
10.1016/j.amjcard.2023.06.044
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
An inverse association of education level with cardiovascular diseases has been documented in observational studies, yet the causality and potential mechanisms remain to be determined. To systematically investigate the causal associations of education level with cardiovascular diseases, cardiovascular biomarkers, and socioeconomic factors, a 2-sample Mendelian randomization was performed. The results revealed that higher genetically determined education level was associated with lower risks of type 2 diabetes mellitus (odds ratio [OR] 0.54, 95% confidence interval [CI] 0.47 to 0.61, p = 3.04 x 10-23), peripheral artery disease (OR 0.62, 95% CI 0.51 to 0.76, p = 2.14 x 10-06), hypertension (OR 0.62, 95% CI 0.56 to 0.70, p = 4.22 x 10-16), coronary heart disease (OR 0.62, 95% CI 0.56 to 0.69, p = 3.50 x 10-19), myocardial infarction (OR 0.62, 95% CI 0.55 to 0.69, p = 2.58 x 10-16), ischemic stroke (OR 0.67, 95% CI 0.62 to 0.74, p = 6.00 x 10-19), deep vein thrombosis (OR 0.69, 95% CI 0.55 to 0.87, p = 0.0017), atrial fibrillation (OR 0.70, 95% CI 0.57 to 0.86, p = 0.0007), cardiac death (OR 0.71, 95% CI 0.60 to 0.86, p = 0.0003), heart failure (OR 0.72, 95% CI 0.65 to 0.79, p = 6.37 x 10-12), transient ischemic attack (OR 0.76, 95% CI 0.64 to 0.90, p = 0.0010), and venous thromboembolism (OR 0.79, 95% CI 0.67 to 0.92, p = 0.0028). Systolic blood pressure, diastolic blood pressure, C-reactive protein, body mass index, waist circumference, and triglycerides were decreased, whereas telomere length was increased. Subjects with higher education were less likely to smoke, intake salt, or be exposed to air pollution and depression state. They were more likely to take physical activity and possess more household income. In conclusion, higher education may causally decrease cardiovascular diseases through socioeconomic factors and cardiovascular biomarkers. Reducing education inequality is important in the management of cardiovascular diseases. (c) 2023 Published by Elsevier Inc. (Am J Cardiol 2024;213:76-85)
引用
收藏
页码:76 / 85
页数:10
相关论文
共 40 条
[1]   Socioeconomic status, service patterns, and perceptions of care among survivors of acute myocardial infarction in Canada [J].
Alter, DA ;
Iron, K ;
Austin, PC ;
Naylor, CD .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2004, 291 (09) :1100-1107
[2]   The search for new risk factors for coronary heart disease: occupational therapy for epidemiologists? [J].
Beaglehole, R ;
Magnus, P .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2002, 31 (06) :1117-1122
[3]   Association between low functional health literacy and mortality in older adults: longitudinal cohort study [J].
Bostock, Sophie ;
Steptoe, Andrew .
BMJ-BRITISH MEDICAL JOURNAL, 2012, 344
[4]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[5]   Sensitivity Analyses for Robust Causal Inference from Mendelian Randomization Analyses with Multiple Genetic Variants [J].
Burgess, Stephen ;
Bowden, Jack ;
Fall, Tove ;
Ingelsson, Erik ;
Thompson, Simon G. .
EPIDEMIOLOGY, 2017, 28 (01) :30-42
[6]   Racial/Ethnic- and Education-Related Disparities in the Control of Risk Factors for Cardiovascular Disease Among Individuals With Diabetes [J].
Chatterji, Pinka ;
Joo, Heesoo ;
Lahiri, Kajal .
DIABETES CARE, 2012, 35 (02) :305-312
[7]   The trans-ancestral genomic architecture of glycemic traits [J].
Chen, Ji ;
Spracklen, Cassandra N. ;
Marenne, Gaelle ;
Varshney, Arushi ;
Corbin, Laura J. ;
Luan, Jian'an ;
Willems, Sara M. ;
Wu, Ying ;
Zhang, Xiaoshuai ;
Horikoshi, Momoko ;
Boutin, Thibaud S. ;
Magi, Reedik ;
Waage, Johannes ;
Li-Gao, Ruifang ;
Chan, Kei Hang Katie ;
Yao, Jie ;
Anasanti, Mila D. ;
Chu, Audrey Y. ;
Claringbould, Annique ;
Heikkinen, Jani ;
Hong, Jaeyoung ;
Hottenga, Jouke-Jan ;
Huo, Shaofeng ;
Kaakinen, Marika A. ;
Louie, Tin ;
Maerz, Winfried ;
Moreno-Macias, Hortensia ;
Ndungu, Anne ;
Nelson, Sarah C. ;
Nolte, Ilja M. ;
North, Kari E. ;
Raulerson, Chelsea K. ;
Ray, Debashree ;
Rohde, Rebecca ;
Rybin, Denis ;
Schurmann, Claudia ;
Sim, Xueling ;
Southam, Lorraine ;
Stewart, Isobel D. ;
Wang, Carol A. ;
Wang, Yujie ;
Wu, Peitao ;
Zhang, Weihua ;
Ahluwalia, Tarunveer S. ;
Appel, Emil V. R. ;
Bielak, Lawrence F. ;
Brody, Jennifer A. ;
Burtt, Noel P. ;
Cabrera, Claudia P. ;
Cade, Brian E. .
NATURE GENETICS, 2021, 53 (06) :840-+
[8]   Temporal Trends in the Population Attributable Risk for Cardiovascular Disease The Atherosclerosis Risk in Communities Study [J].
Cheng, Susan ;
Claggett, Brian ;
Correia, Andrew W. ;
Shah, Amil M. ;
Gupta, Deepak K. ;
Skali, Hicham ;
Ni, Hanyu ;
Rosamond, Wayne D. ;
Heiss, Gerardo ;
Folsom, Aaron R. ;
Coresh, Josef ;
Solomon, Scott D. .
CIRCULATION, 2014, 130 (10) :820-828
[9]   Social context of neighborhood and socioeconomic status on leisure-time physical activity in a Brazilian urban center: The BH Health Study [J].
de Souza Andrade, Amanda Cristina ;
Peixoto, Sergio Viana ;
de Lima Friche, Amelia Augusta ;
Goston, Janaina Lavalli ;
Cesar, Cibele Comini ;
Xavier, Cesar Coelho ;
Proietti, Fernando Augusto ;
Diez Roux, Ana V. ;
Caiaffa, Waleska Teixeira .
CADERNOS DE SAUDE PUBLICA, 2015, 31 :S136-S147
[10]   Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits [J].
Evangelou, Evangelos ;
Warren, Helen R. ;
Mosen-Ansorena, David ;
Mifsu, Borbala ;
Pazoki, Raha ;
Gao, He ;
Ntritsos, Georgios ;
Dimou, Niki ;
Cabrer, Claudia P. ;
Karaman, Ibrahim ;
Ng, FuLiang ;
Evangelou, Marina ;
Witkowska, Katarzyna ;
Tzanis, Evan ;
Hellwege, Jacklyn N. ;
Giri, Ayush ;
Edwards, Digna R. Velez ;
Sun, Yan, V ;
Cho, Kelly ;
Gaziano, J. Michael ;
Wilson, Peter W. F. ;
Tsao, Philip S. ;
Kovesdy, Csaba P. ;
Esko, Tonu ;
Magi, Reedik ;
Milani, Lili ;
Almgren, Peter ;
Boutin, Thibaud ;
Debette, Stephanie ;
Ding, Jun ;
Giulianini, Franco ;
Holliday, Elizabeth G. ;
Jackson, Anne U. ;
Li-Gao, Ruifang ;
Lin, Wei-Yu ;
Luan, Jian'an ;
Mangino, Massimo ;
Oldmeadow, Christopher ;
Prins, Bram Peter ;
Qian, Yong ;
Sargurupremraj, Muralidharan ;
Shah, Nabi ;
Surendran, Praveen ;
Theriault, Sebastien ;
Verweij, Niek ;
Willems, Sara M. ;
Zhao, Jing-Hua ;
Amouyel, Philippe ;
Connell, John ;
de Mutsert, Renee .
NATURE GENETICS, 2018, 50 (10) :1412-+