An atlas on multitudinous risk factors associated with incident hypertension: comprehensive exposome-wide association and wide-angled genetic analyses

被引:0
|
作者
Yang, Hongxi [1 ]
Jiang, Yuhan [1 ]
Guo, Ju [2 ]
Wang, Jianhua [1 ]
Ma, Xin [3 ]
Chen, Kexin [4 ]
Yan, Hua [2 ]
Yu, Ying [1 ]
Huang, Dandan [1 ,3 ]
机构
[1] Tianjin Med Univ, Ctr Cardiovasc Dis, Sch Basic Med Sci, Dept Pharmacol,Tianjin Key Lab Inflammatory Biol,K, Qixiangtai Rd 22, Tianjin 300070, Peoples R China
[2] Tianjin Med Univ, Gen Hosp, Dept Ophthalmol, Anshan Rd 152, Tianjin 300052, Peoples R China
[3] Jiangnan Univ, Wuxi Sch Med, Lihu Rd 1800, Wuxi 214122, Peoples R China
[4] Tianjin Med Univ, Canc Inst & Hosp, Natl Clin Res Ctr Canc, Dept Epidemiol & Biostat,Key Lab Prevent & Control, Tianjin, Peoples R China
基金
中国国家自然科学基金;
关键词
Hypertension; Exposome-wide association study; Mendelian randomization; Risk factor; Longitudinal study; MENDELIAN RANDOMIZATION; BLOOD-PRESSURE; BIRTH-WEIGHT; ADULT HYPERTENSION; NATIONAL-HEALTH; URIC-ACID; ENVIRONMENT; DISEASE; OBESITY;
D O I
10.1093/eurjpc/zwae236
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims Despite numerous risk factors being associated with hypertension, the breadth of research remains constrained, with a notable absence of systematic, data-driven exploration into established and novel factors across a broad spectrum of exposures. This study aims to construct an atlas on known and emerging factors for hypertension through comprehensive epidemiological and genetic analyses.Methods and results We conducted exposome-wide association studies (ExWAS) via Cox regression models on two equally sized datasets for discovery and replication in UK Biobank, a large prospective cohort study. A maximum of 10 806 exposome variables were included in ExWAS and were grouped into 13 categories: genomics, sociodemographic, lifestyle, physical measure, biomarkers, medical history, imaging markers, sex-specific factors, psychosocial factors, cognitive function indicators, local environment, family history, and early life factors. The credibility of epidemiological associations was assessed through meta-analyses. The genetic underpinnings were explored through linkage disequilibrium score regression (LDSC), quantifying global genetic correlation. Two-sample Mendelian randomization (MR) studies were conducted to investigate the causal effects of each exposure on hypertension, with co-analyses undertaken to identify associations supported by both epidemiological and genetic evidence. This study included 214 957 UK Biobank participants, hypertension-free at baseline. In our ExWAS analyses, 964 significant exposome variables were replicated. In meta-analyses, 462 were backed by convincing and highly suggestive evidence. Among 10 765 exposures in LDSC, 1923 had global genetic correlations with hypertension. The MR analyses yielded robust evidence for a causal relationship with 125 phenotypes, probable evidence for 270 phenotypes, and suggestive evidence for 718 phenotypes. Co-analyses identified 146 associations supported by strong epidemiological and genetic evidence. These primarily encompassed traits like anthropometry, lung function, lipids, and factors such as urate and walking pace. This coverage further extended from well-studied factors (like body mass index and physical activity) to less explored exposures (including high light scatter reticulocyte count and age at first live). All study results are compiled in a webserver for user-friendly exploration of exposure-hypertension associations.Conclusion This study provides an atlas on established and novel risk factors for hypertension, underpinned by epidemiological and causal evidence. Our findings present multiple perspectives to prioritize hypertension prevention strategies, encompassing modifiable risk factors like television watching time and walking pace. The study also emphasized the roles of urate in hypertension pathogenesis. Consequently, our study may serve as a critical guide for hypertension prevention and bear significant clinical implications. Researchers have created a comprehensive map that identifies and analyses a wide array of risk factors linked to the development of high blood pressure, using extensive data from the UK Biobank. The study revealed 964 significant factors related to lifestyle, environment, and genetics that could influence the risk of developing hypertension, with 462 of these factors showing strong evidence of a link.Key lifestyle-related findings include the impact of behaviours such as television watching and walking pace on hypertension risk, suggesting that modifiable habits can be targeted for prevention strategies.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Identification of Modifiable Risk Factors for Incident CKD via an Exposome-Wide Association Study
    Kim, Yang Gyun
    Jung, Sanghyuk
    Jung, Su Woong
    Moon, Ju Young
    Lee, Sangho
    Kim, Dokyoon
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2024, 35 (10):
  • [2] Nongenetic and Genetic Factors Associated with White Matter Brain Aging: Exposome-Wide and Genome-Wide Association Study
    Feng, Li
    Milleson, Halley S.
    Ye, Zhenyao
    Canida, Travis
    Ke, Hongjie
    Liang, Menglu
    Gao, Si
    Chen, Shuo
    Hong, L. Elliot
    Kochunov, Peter
    Lei, David K. Y.
    Ma, Tianzhou
    GENES, 2024, 15 (10)
  • [3] An atlas on risk factors for type 2 diabetes: a wide-angled Mendelian randomisation study
    Shuai Yuan
    Susanna C. Larsson
    Diabetologia, 2020, 63 : 2359 - 2371
  • [4] An atlas on risk factors for type 2 diabetes: a wide-angled Mendelian randomisation study
    Yuan, Shuai
    Larsson, Susanna C.
    DIABETOLOGIA, 2020, 63 (11) : 2359 - 2371
  • [5] Syphilis susceptibility factors atlas: A wide-angled Mendelian randomization study
    Xie, Jia-Wen
    Guo, Yin-Feng
    Wang, Mao
    Tong, Man-Li
    Zhu, Xiao-Zhen
    Lin, Li-Rong
    PREVENTIVE MEDICINE, 2024, 185
  • [6] Exposome-wide ranking of modifiable risk factors for cardiometabolic disease traits
    Poveda, Alaitz
    Pomares-Millan, Hugo
    Chen, Yan
    Kurbasic, Azra
    Patel, Chirag J.
    Renstrom, Frida
    Hallmans, Goran
    Johansson, Ingegerd
    Franks, Paul W.
    SCIENTIFIC REPORTS, 2022, 12 (01):
  • [7] Exposome-wide ranking of modifiable risk factors for cardiometabolic disease traits
    Alaitz Poveda
    Hugo Pomares-Millan
    Yan Chen
    Azra Kurbasic
    Chirag J. Patel
    Frida Renström
    Göran Hallmans
    Ingegerd Johansson
    Paul W. Franks
    Scientific Reports, 12 (1)
  • [8] Risk Factors for Pelvic Organ Prolapse: Wide-Angled Mendelian Randomization Analysis
    Xiong, Zheyu
    Yuan, Chi
    Yang, Mengzhu
    Wang, Menghua
    Jian, Zhongyu
    INTERNATIONAL UROGYNECOLOGY JOURNAL, 2024, 35 (07) : 1405 - 1411
  • [9] Association between anthropometry and lifestyle factors and risk of B-cell lymphoma: An exposome-wide analysis
    Saberi Hosnijeh, Fatemeh
    Casabonne, Delphine
    Nieters, Alexandra
    Solans, Marta
    Naudin, Sabine
    Ferrari, Pietro
    Mckay, James D.
    Benavente, Yolanda
    Weiderpass, Elisabete
    Freisling, Heinz
    Severi, Gianluca
    Boutron Ruault, Marie-Christine
    Besson, Caroline
    Agnoli, Claudia
    Masala, Giovanna
    Sacerdote, Carlotta
    Tumino, Rosario
    Huerta, Jose Maria
    Amiano, Pilar
    Rodriguez-Barranco, Miguel
    Bonet, Catalina
    Barricarte, Aurelio
    Christakoudi, Sofia
    Knuppel, Anika
    Bueno-de-Mesquita, Bas
    Schulze, Matthias B.
    Kaaks, Rudolf
    Canzian, Federico
    Spath, Florentin
    Jerkeman, Mats
    Rylander, Charlotta
    Tjonneland, Anne
    Olsen, Anja
    Borch, Kristin Benjaminsen
    Vermeulen, Roel
    INTERNATIONAL JOURNAL OF CANCER, 2021, 148 (09) : 2115 - 2128
  • [10] Identifying modifiable factors and their joint effect on brain health: an exposome-wide association study
    Huang, Liang-Yu
    Ge, Yi-Jun
    Fu, Yan
    Zhao, Yong-Li
    Ou, Ya-Nan
    Zhang, Yi
    Ma, Ling-Zhi
    Chen, Shi-Dong
    Guo, Ze-Xin
    Feng, Jian-Feng
    Cheng, Wei
    Tan, Lan
    Yu, Jin-Tai
    GEROSCIENCE, 2024, 46 (06) : 6257 - 6268