Evaluating the Causal Association Between Educational Attainment and Asthma Using a Mendelian Randomization Design

被引:3
|
作者
Li, Yunxia [1 ]
Chen, Wenhao [1 ]
Tian, Shiyao [1 ]
Xia, Shuyue [1 ]
Yang, Biao [2 ]
机构
[1] Shenyang Med Coll, Affiliated Cent Hosp, Dept Resp & Crit Care Med, Shenyang, Peoples R China
[2] Shenyang Med Coll, Dept Pathogen Biol, Shenyang, Peoples R China
关键词
asthma; educational attainment; genome-wide association study; Mendelian randomization; inverse-variance weighted; BODY-MASS INDEX; SOCIOECONOMIC-STATUS; RISK; PREVENTION; LOCI;
D O I
10.3389/fgene.2021.716364
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Asthma is a common chronic respiratory disease. In the past 10 years, genome-wide association study (GWAS) has been widely used to identify the common asthma genetic variants. Importantly, these publicly available asthma GWAS datasets provide important data support to investigate the causal association of kinds of risk factors with asthma by a Mendelian randomization (MR) design. It is known that socioeconomic status is associated with asthma. However, it remains unclear about the causal association between socioeconomic status and asthma. Here, we selected 162 independent educational attainment genetic variants as the potential instruments to evaluate the causal association between educational attainment and asthma using large-scale GWAS datasets of educational attainment (n = 405,072) and asthma (n = 30,810). We conducted a pleiotropy analysis using the MR-Egger intercept test and the MR pleiotropy residual sum and outlier (MR-PRESSO) test. We performed an MR analysis using inverse-variance weighted, weighted median, MR-Egger, and MR-PRESSO. The main analysis method inverse-variance weighted indicated that each 1 standard deviation increase in educational attainment (3.6 years) could reduce 35% asthma risk [odds ratio (OR) = 0.65, 95% confidence interval (CI) 0.51-0.85, P = 0.001]. Importantly, evidence from other MR methods further supported this finding, including weighted median (OR = 0.55, 95% CI 0.38-0.80, P = 0.001), MR-Egger (OR = 0.48, 95% CI 0.16-1.46, P = 0.198), and MR-PRESSO (OR = 0.65, 95% CI 0.51-0.85, P = 0.0015). Meanwhile, we provide evidence to support that educational attainment protects against asthma risk dependently on cognitive performance using multivariable MR analysis. In summary, we highlight the protective role of educational attainment against asthma. Our findings may have public health applications and deserve further investigation.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Causal relationship between educational attainment and chronic pain: A Mendelian randomization study
    Liu, Shuning
    Xu, Debin
    MEDICINE, 2024, 103 (37) : e39301
  • [2] Does educational attainment modify the causal relationship between adiposity and cardiovascular disease? A Mendelian randomization study
    Schell, Robert C.
    Fernald, Lia C. H.
    Bradshaw, Patrick T.
    Rehkopf, David H.
    Dow, William H.
    SSM-POPULATION HEALTH, 2023, 21
  • [3] Association and mediation between educational attainment and respiratory diseases: a Mendelian randomization study
    Lan, Guohui
    Xie, Mengying
    Lan, Jieli
    Huang, Zelin
    Xie, Xiaowei
    Liang, Mengdan
    Chen, Zhehui
    Jiang, Xiannuan
    Lu, Xiaoli
    Ye, Xiaoying
    Xu, Tingting
    Zeng, Yiming
    Xie, Xiaoxu
    RESPIRATORY RESEARCH, 2024, 25 (01)
  • [4] Association between educational attainment and thyroid cancer: evidence from a univariable and multivariable Mendelian randomization study
    Fan, Siyue
    Jiang, Hongzhan
    Shen, Jiali
    Lin, Huihui
    Yu, Doudou
    Yang, Liping
    Zheng, Nengtong
    Chen, Lijuan
    ENDOCRINE, 2024, 85 (03) : 1238 - 1243
  • [5] Causal relationship between educational attainment and the risk of rheumatoid arthritis: a Mendelian randomization study
    Guiwu Huang
    Jiahao Cai
    Wenchang Li
    Yanlin Zhong
    Weiming Liao
    Peihui Wu
    BMC Rheumatology, 5
  • [6] Causal relationship between educational attainment and the risk of rheumatoid arthritis: a Mendelian randomization study
    Huang, Guiwu
    Cai, Jiahao
    Li, Wenchang
    Zhong, Yanlin
    Liao, Weiming
    Wu, Peihui
    BMC RHEUMATOLOGY, 2021, 5 (01)
  • [7] Causal Associations Between Educational Attainment and 14 Urological and Reproductive Health Outcomes: A Mendelian Randomization Study
    Wang, Menghua
    Jian, Zhongyu
    Gao, Xiaoshuai
    Yuan, Chi
    Jin, Xi
    Li, Hong
    Wang, Kunjie
    FRONTIERS IN PUBLIC HEALTH, 2021, 9
  • [8] Mediating factors in the association between educational attainment and stroke: A mendelian randomization study
    Xu, Nuo
    Qiu, Yiwen
    Ainiwan, Diliyaer
    Wang, Boya
    Alifu, Xialidan
    Zhou, Haibo
    Cheng, Haoyue
    Huang, Ye
    Zhang, Libi
    Liu, Hui
    Yu, Lina
    Yu, Yunxian
    SSM-POPULATION HEALTH, 2025, 29
  • [9] Educational Attainment and Ischemic Stroke: A Mendelian Randomization Study
    Gao, Luyan
    Wang, Kun
    Ni, Qing-Bin
    Fan, Hongguang
    Zhao, Lan
    Huang, Lei
    Yang, Mingfeng
    Li, Huanming
    FRONTIERS IN GENETICS, 2022, 12
  • [10] Association Between Educational Attainment and Thyroid Function: Results From Mendelian Randomization and the NHANES Study
    Yuan, Jie
    Liu, Xue
    Wang, Xinhui
    Zhou, Huizhi
    Wang, Yuyao
    Tian, Guoyu
    Liu, Xueying
    Tang, Mulin
    Meng, Xue
    Kou, Chunjia
    Yang, Qingqing
    Li, Juyi
    Zhang, Li
    Yuan, Zhongshang
    Zhang, Haiqing
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2023, 108 (12) : E1636 - E1643