Causal effects of socioeconomic traits on frailty: a Mendelian randomization study

被引:0
|
作者
Huang, Jian [1 ]
Gui, Ying [1 ]
Wu, Jing [1 ]
Xie, Yubo [2 ,3 ]
机构
[1] Guangxi Med Univ, Affiliated Hosp 1, Clin Lab Ctr, Nanning, Peoples R China
[2] Guangxi Med Univ, Affiliated Hosp 1, Dept Anesthesiol, Nanning, Peoples R China
[3] Guangxi Med Univ, Affiliated Hosp 1, Guangxi Key Lab Enhanced Recovery Surg Gastrointes, Nanning, Peoples R China
关键词
Mendelian randomization; socioeconomic status; frailty; summary statistics; causal relationship; SOCIAL-ISOLATION; LIFE; PREVALENCE; BEHAVIORS; IMPACT; RISK;
D O I
10.3389/fmed.2024.1344217
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background The relationship between socioeconomic status and frailty has been extensively investigated in the literature, but it remains unclear whether a causal relationship exists. Our goal is to evaluate the causal relationship between six socioeconomic traits and the frailty index using summary-level data for single nucleotide polymorphisms from large genome-wide association studies with individuals of European ancestry.Methods A two-sample MR was performed. We applied the inverse variance weighted (IVW) method for the primary estimate, with sensitivity analyses conducted using alternative MR methods to evaluate the robustness of the findings. A subsequent multivariable MR was undertaken to adjust for the effects of body mass index (BMI). Finally, the MR Steiger directionality test was performed to confirm the causal direction.Results The IVW MR analysis revealed significant associations between various socioeconomic factors and the frailty index. Specifically, genetically predicated age completed full time education (beta = -0.477, 95% confidence interval [CI]: -0.634 to -0.319) and average total household income before tax (beta = -0.321, 95% CI: -0.410 to -0.232) were negatively associated with the frailty index. On the other hand, genetically predicted job involves heavy manual or physical work (beta = 0.298, 95% CI: 0.113 to 0.484), job involves mainly walking or standing (beta = 0.179, 95% CI: 0.013 to 0.345), Townsend deprivation index at recruitment (beta = 0.535, 95% CI: 0.285 to 0.785), and social isolation/loneliness (beta = 1.344, 95% CI: 0.834 to 1.853) were positively associated with the frailty index. Sensitivity analysis using other MR methods and multivariable MR analysis adjusting for BMI yielded stable results. The MR Steiger directionality test confirmed the causal direction.Conclusion Our findings highlight the importance of socioeconomic factors in affecting frailty risk. Future research should focus on unraveling the pathways through which these socioeconomic factors exert their effects on frailty, with the ultimate goal of developing targeted strategies to mitigate the risk of frailty.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Causal effects of glycemic traits and endometriosis: a bidirectional and multivariate mendelian randomization study
    Qing Xin
    Hao-Jia Li
    Hao-Kai Chen
    Xiao-Feng Zhu
    Lin Yu
    [J]. Diabetology & Metabolic Syndrome, 16
  • [2] Investigating Causal Effects of Hematologic Traits on Lung Cancer: A Mendelian Randomization Study
    Yang, Zhanghuan
    He, Hao
    He, Guangxu
    Zeng, Chudai
    Hu, Qian
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2024, 33 (01) : 96 - 105
  • [3] Causal effects of glycemic traits and endometriosis: a bidirectional and multivariate mendelian randomization study
    Xin, Qing
    Li, Hao-Jia
    Chen, Hao-Kai
    Zhu, Xiao-Feng
    Yu, Lin
    [J]. DIABETOLOGY & METABOLIC SYNDROME, 2024, 16 (01):
  • [4] Causal association between air pollution and frailty: a Mendelian randomization study
    Xiao, Haixia
    Huang, Shan
    Yang, Wei
    Zhang, Wenni
    Xiao, Huanshun
    Cai, Shuangming
    [J]. FRONTIERS IN PUBLIC HEALTH, 2023, 11
  • [5] Causal relationship between neuroticism and frailty: A bidirectional Mendelian randomization study
    Chen, Qingyan
    Gan, Da
    Zhang, Yingjuan
    Yan, Runlan
    Li, Bei
    Tang, Wenbin
    Han, Shuang
    Gao, Yue
    [J]. JOURNAL OF AFFECTIVE DISORDERS, 2024, 360 : 71 - 78
  • [6] Causal Effects of Blood Lipid Traits on Inflammatory Bowel Diseases: A Mendelian Randomization Study
    Yao, Ziqin
    Jiang, Feiyu
    Luo, Hongbin
    Zhou, Jiahui
    Shi, Wanting
    Xu, Shoufang
    Zhang, Yingying
    Dai, Feng
    Li, Xinran
    Liu, Zhiwei
    Wang, Xinhui
    [J]. METABOLITES, 2023, 13 (06)
  • [7] Causal effects of sleep traits on metabolic syndrome and its components: a Mendelian randomization study
    Yang, Yongli
    Wen, Long
    Shi, Xuezhong
    Yang, Chaojun
    Fan, Jingwen
    Zhang, Yi
    Shen, Guibin
    Zhou, Huiping
    Jia, Xiaocan
    [J]. SLEEP AND BREATHING, 2024, 28 (03) : 1423 - 1430
  • [8] Causal Effects of Sleep Traits on Ischemic Stroke and Its Subtypes: A Mendelian Randomization Study
    Cai, Huan
    Liang, Jialin
    Liu, Zhonghua
    Fang, Liang
    Zheng, Jinghong
    Xu, Jiahe
    Chen, Liyi
    Sun, Wen
    Zhang, Hao
    [J]. NATURE AND SCIENCE OF SLEEP, 2020, 12 : 783 - 790
  • [9] Evaluation for causal effects of socioeconomic traits on risk of female genital prolapse (FGP): a multivariable Mendelian randomization analysis
    Wei Zhang
    Jing Ge
    Zhaohui Qu
    Wenjuan Wu
    Hua Lei
    Huiling Pan
    Honggu Chen
    [J]. BMC Medical Genomics, 16
  • [10] Exploring the causal relationship between female reproductive traits and frailty: a two-sample mendelian randomization study
    Fan, Maoxia
    Wang, Dandan
    Wu, Xiaoqi
    Gao, Wulin
    [J]. FRONTIERS IN PHYSIOLOGY, 2024, 15