Evidence map›Paper›PMID 39950479›Full record

ArticleEndocrine, metabolic & immune disorders drug targets2026

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

Xiaomei Lai, Tingting Yang, Chaoping Wei, Shuangbei Zhu, Jianling Li

Abstract read
In one paragraph

Article in Endocrine, metabolic & immune disorders drug targets, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Viruses · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Xiaomei LaiDepartment of Rehabilitation Medicine, Jiangbin Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi 530021, China.ORCID 0000-0002-4261-2238
Tingting YangDepartment of Cardiology, Liuzhou People's Hospital, Liuzhou, Guangxi 545026, China.ORCID 0000-0003-0962-0305
Chaoping WeiDepartment of Cardiology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China.ORCID 0009-0003-1520-7768
Shuangbei ZhuDepartment of Cardiology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China.ORCID 0009-0008-0036-5989
Jianling LiDepartment of Cardiology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China.ORCID 0000-0002-9721-8086

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivePrimary 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.

methods24 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.

resultsTranscriptomic 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 genemetabolic 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.

conclusionThe 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.

Indexed as

HyperaldosteronismMetabolic Networks and PathwaysMetabolomeMetabolomicsTranscriptomeAdultCase-Control StudiesFemaleGene Expression ProfilingHumansMaleMiddle AgedMultiomicsintegration metabolismmetabolic pathway.Primary aldosteronismtranscriptomicsuntargeted metabolomics

Identifiers

PMID39950479
PMCPMC13559962

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