Association of Serum Metabolites and Salt Sensitivity of Blood Pressure in Chinese Population: The EpiSS Study

被引:4
|
作者
Zhang, Fengxu [1 ,2 ]
Xie, Yunyi [1 ,2 ]
Yang, Xiaojun [1 ,2 ]
Peng, Wenjuan [1 ,2 ]
Qi, Han [1 ,2 ]
Li, Bingxiao [1 ,2 ]
Wen, Fuyuan [1 ,2 ]
Li, Pandi [1 ,2 ]
Sun, Yuan [1 ,2 ]
Zhang, Ling [1 ,2 ]
机构
[1] Capital Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Beijing 100069, Peoples R China
[2] Beijing Municipal Key Lab Clin Epidemiol, Beijing 100069, Peoples R China
基金
中国国家自然科学基金;
关键词
metabolomics; salt sensitivity; blood pressure; biomarkers; diagnostic efficiency; SODIUM SENSITIVITY; HYPERTENSION; IDENTIFICATION; METABOLOMICS; URINARY;
D O I
10.3390/nu15030690
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background: To identify novel metabolites associated with salt sensitivity of blood pressure (SSBP) in Chinese Han population. Methods: A case-control study was conducted with 25 salt sensitive (SS) and 26 salt resistant (SR) participants, which was selected from the Systems Epidemiology Study on Salt Sensitivity of Blood Pressure (EpiSS) study. The modified Sullivan's acute oral saline load and diuresis shrinkage test (MSAOSL-DST) was conducted to identify SS. Untargeted, ultra-high performance liquid chromatograph-high resolution mass spectrometer (UPLC-HRMS) was conducted and orthogonal partial least squares-discriminate analysis (OPLS-DA) and multivariable logistic regression model were used to screen the metabolites related to SS, mixed linear regressions models were used to examined the association of SSBP with metabolites during saline load period and diuresis shrinkage period. Receiver operating characteristic (ROC) curve analysis was performed. The area under the curve's (AUC) sensitivity and specificity were calculated to identified metabolites biomarkers for SS. Results: There were 39 differentially expressed metabolites (DE-metabolites) between SS and SR. Thirty-five and four of DE-metabolites were inversely or positively associated with SS, respectively. Four biochemical pathways demonstrated significant enrichment for identified metabolites. In single-metabolite analyses, L-Glutamine displayed the best diagnostic performance (AUC = 0.88, 95% CI: 0.78-0.97). In multi-metabolites analyses, L-Glutamine + Cholesterol ester 22:5n6 combination showed the best diagnostic performance (AUC = 0.96, 95% CI: 0.91-1.00). Adjusted for traditional risk factors, L-Glutamine and Cholesterol ester 22:5n6 explained an additional 38.3% of SS susceptibility. Conclusions: This study provide potential evidence for clarifying the mechanism of SS and provide novel biological insights into salt sensitive hypertension.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Association study of fasting blood glucose and salt sensitivity of blood pressure in community population: The EpiSS study
    Peng, Wenjuan
    Xie, Yunyi
    Cao, Han
    Qi, Han
    Liu, Kuo
    Xia, Juan
    Liu, Zheng
    Liu, Xiaohui
    Li, Bingxiao
    Wen, Fuyuan
    Zhang, Fengxu
    Zhang, Ling
    NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2021, 31 (08) : 2366 - 2375
  • [2] Genetic Predisposition and Salt Sensitivity in a Chinese Han Population: The EpiSS Study
    Liu, Kuo
    Xi, Bo
    Liu, Zheng
    Qi, Han
    Liu, Bin
    Zhang, Jie
    Cao, Han
    Yan, Yuxiang
    Zhao, Min
    He, Yan
    Zhang, Ling
    INTERNATIONAL JOURNAL OF HYPERTENSION, 2020, 2020
  • [3] Polymorphisms of microRNAs are associated with salt sensitivity in a Han Chinese population: the EpiSS study
    Yunyi Xie
    Zheng Liu
    Kuo Liu
    Han Qi
    Wenjuan Peng
    Han Cao
    Chunyue Guo
    Yanyan Sun
    Xiaohui Liu
    Ling Zhang
    Journal of Human Hypertension, 2022, 36 : 171 - 183
  • [4] Polymorphisms of microRNAs are associated with salt sensitivity in a Han Chinese population: the EpiSS study
    Xie, Yunyi
    Liu, Zheng
    Liu, Kuo
    Qi, Han
    Peng, Wenjuan
    Cao, Han
    Guo, Chunyue
    Sun, Yanyan
    Liu, Xiaohui
    Zhang, Ling
    JOURNAL OF HUMAN HYPERTENSION, 2022, 36 (02) : 171 - 183
  • [5] Association between salt sensitivity of blood pressure and the risk of hypertension in a Chinese Tibetan population
    Zhou, Erkai
    Lei, Ruoyi
    Tian, Xiaoyu
    Liu, Ce
    Guo, Jingzhe
    Jin, Limei
    Jin, Hua
    Wang, Shuxia
    Cao, Liangjia
    Zhuoma, Cao
    Wang, Jianzhong
    Luo, Bin
    Hu, Jihong
    JOURNAL OF CLINICAL HYPERTENSION, 2023, 25 (05): : 453 - 462
  • [6] Effects of environmental and genetic risk factors for salt sensitivity on blood pressure in northern China: the systemic epidemiology of salt sensitivity (EpiSS) cohort study
    Qi, Han
    Liu, Bin
    Guo, Chunyue
    Liu, Zheng
    Cao, Han
    Liu, Kuo
    Sun, Weiping
    Zhang, Ling
    BMJ OPEN, 2018, 8 (12):
  • [7] Association of genetic variants in NPR3 gene with salt sensitivity of blood pressure in chinese population: the GenSalt study
    Chen, Shufeng
    Lu, Xiangfeng
    Huang, Jianfeng
    Cao, Jie
    Wang, Laiyuan
    Li, Jianxin
    Li, Hongfan
    Yang, Xueli
    Gu, Dongfeng
    CARDIOLOGY, 2014, 129 : 4 - 4
  • [8] Association between serum osteocalcin level and blood pressure in a Chinese population
    Xu, Yiting
    Ma, Xiaojing
    Xiong, Qin
    Hu, Xiang
    Zhang, Xueli
    Yuan, Yeqing
    Bao, Yuqian
    BLOOD PRESSURE, 2018, 27 (02) : 106 - 111
  • [9] Association between salt sensitivity of blood pressure and dietary habits in survey population: A case-control study
    Hu, Ji-hong
    Wang, Shu-xia
    Wang, Yun
    Cao, Liangjia
    Ru, Keye
    Xu, Wenjuan
    Wang, Li
    Zhang, Jiaxuan
    CLINICAL NUTRITION ESPEN, 2024, 64 : 229 - 235
  • [10] A Genome-wide Association Study of Hypertension and Blood Pressure in Chinese Population
    Zhang, Yi
    Gao, Pingjin
    Zhang, Xuegong
    Huang, Wei
    Zhu, Dingliang
    CIRCULATION, 2009, 120 (18) : S555 - S555