Integrative Analysis of Metabolomic and Transcriptomic Data Reveals Metabolic Signatures and Major Metabolic Pathways in Primary Aldosteronism

被引:0
|
作者
Lai, Xiaomei [1 ]
Yang, Tingting [2 ]
Wei, Chaoping [3 ]
Zhu, Shuangbei [3 ]
Li, Jianling [3 ,4 ]
机构
[1] Jiangbin Hosp Guangxi Zhuang Autonomous Reg, Dept Rehabil Med, Nanning 530021, Guangxi, Peoples R China
[2] Liuzhou Peoples Hosp, Dept Cardiol, Liuzhou 545006, Guangxi, Peoples R China
[3] Guangxi Med Univ, Affiliated Hosp 1, Dept Cardiol, Nanning 530021, Guangxi, Peoples R China
[4] Guangxi Med Univ, Postdoctoral Mobile Stn, Nanning 530021, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Primary aldosteronism; untargeted metabolomics; transcriptomics; integration metabolism; metabolic pathway; EPOXIDE HYDROLASE POLYMORPHISMS; UNTARGETED METABOLOMICS; PLASMA-ALDOSTERONE; LC-MS/MS; ASSOCIATION; ACID; CANCER; PREVALENCE; ACTIVATION; BIOMARKERS;
D O I
10.2174/0118715303361250250119035029
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective Primary aldosteronism (PA) is the most common secondary hypertension. In this study, we performed the pathway enrichment analysis based on metabolomics and transcriptomic data to find the metabolic perturbations in PA, which could provide new targets for PA and further understand the biology of PA.Methods 24 PA patients and 24 healthy adults served as the control group in this study. Six participants were chosen from each group to have their peripheral blood and serum samples analyzed for omics investigations. Another eighteen participants' peripheral blood samples were selected for further validation of the RNA-sequencing results.Results Transcriptomic analyses found 518 differentially expressed genes (DEGs), and 339 remarkably differential metabolites (DMs) were identified by untargeted metabolomics. The pathway enrichment analysis was performed by combining with the omics analysis data. We also focused on analyzing metabolic pathways that repeatedly occur and constructed possible gene-metabolic networks. A total of 5 genes and 11 metabolites showed significant changes in altered 3 lipid metabolic pathways. Furthermore, the expressions of these genes were verified by qRT-PCR.Conclusion The combination of metabolomic and transcriptomic data can give a comprehensive picture of unique illness markers and preliminary knowledge of the molecular abnormalities underpinning PA. These findings may point to viable targets for creating treatments.
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页数:17
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