Yongqiao Zhang , Feng Wei , Minna Tang , Ningzhi Zhang , Rui Ma , Shan Yu , Yanbin He , Xuling Liu , Jiaxin Gong , Hongtao Shi , Sisi Ning , Yuhong Zhao , Jialu Hu , Zhifeng Yao , Zhaoqiang Cui
{"title":"代谢组学和转录组学的综合分析阐明了甘油磷脂代谢在与代谢综合征相关的高血压中的核心作用","authors":"Yongqiao Zhang , Feng Wei , Minna Tang , Ningzhi Zhang , Rui Ma , Shan Yu , Yanbin He , Xuling Liu , Jiaxin Gong , Hongtao Shi , Sisi Ning , Yuhong Zhao , Jialu Hu , Zhifeng Yao , Zhaoqiang Cui","doi":"10.1016/j.genrep.2024.102049","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Metabolic syndrome (MetS) represents a comprehensive framework that encompasses conditions such as diabetes, hypertension (HBP), obesity, and dyslipidemia. MetS without hypertension significantly contributes to the development of refractory hypertension. However, the underlying molecular regulatory mechanisms of hypertension associated with MetS remain incompletely elucidated. The objective of this study was to identify differences in plasma metabolome and leukocyte transcriptome profiles between patients with MetS comorbid HBP compared to those with MetS with hypertension and HBP alone.</div></div><div><h3>Methods</h3><div>In this study, whole blood samples were collected from 104 participants, including patients with HBP, MetS without hypertension (MS), and MetS with hypertension (MS-HBP). Ultra-high-performance liquid chromatography was employed to perform metabolomic analysis of plasma samples. Comparative analysis was conducted to identify distinct metabolites among the three groups, while MetaboAnalyst 5.0 was utilized for enrichment and pathway analysis. Clinical correlation analysis and receiver operating characteristic analyses were applied to select biomarker metabolites for MS-HBP. Transcriptomic profiling of white blood cells was performed to identify dysregulated genes and KEGG/GO pathways. Integrative analysis of metabolomics and transcriptomics was used to construct molecular interaction networks. Finally, blood pressure was monitored every 2 weeks during the treatment period for experimental validation.</div></div><div><h3>Results</h3><div>The metabolomic results indicated that lipid metabolic pathways, particularly glycerophospholipid metabolic pathways, played a crucial role in MS-HBP. The area under the curve of tryptophan-isoleucine for diagnosis in the MS-HBP group was 0.82. Tryptophyl-isoleucine demonstrated a negative correlation with both HbA1c and diastolic blood pressure. Transcriptomic analysis revealed the involvement of MS-HBP in numerous immune and inflammatory pathways. Furthermore, the integrated analysis of metabolomic and transcriptomic data emphasized the importance of glycerophospholipid metabolism in MS-HBP. PPC exhibited a comparable effect on lowering blood pressure in SHR rats.</div></div><div><h3>Conclusion</h3><div>The findings of this study demonstrated that glycerophospholipid metabolism plays a pivotal role in the pathophysiological processes of MS-HBP, providing novel insights into early clinical diagnosis and the optimization of therapeutic strategies.</div></div>","PeriodicalId":12673,"journal":{"name":"Gene Reports","volume":"37 ","pages":"Article 102049"},"PeriodicalIF":1.0000,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrated analysis of metabolomic and transcriptomic profiles elucidates the core role of glycerophospholipid metabolism in hypertension related to metabolic syndrome\",\"authors\":\"Yongqiao Zhang , Feng Wei , Minna Tang , Ningzhi Zhang , Rui Ma , Shan Yu , Yanbin He , Xuling Liu , Jiaxin Gong , Hongtao Shi , Sisi Ning , Yuhong Zhao , Jialu Hu , Zhifeng Yao , Zhaoqiang Cui\",\"doi\":\"10.1016/j.genrep.2024.102049\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Metabolic syndrome (MetS) represents a comprehensive framework that encompasses conditions such as diabetes, hypertension (HBP), obesity, and dyslipidemia. MetS without hypertension significantly contributes to the development of refractory hypertension. However, the underlying molecular regulatory mechanisms of hypertension associated with MetS remain incompletely elucidated. The objective of this study was to identify differences in plasma metabolome and leukocyte transcriptome profiles between patients with MetS comorbid HBP compared to those with MetS with hypertension and HBP alone.</div></div><div><h3>Methods</h3><div>In this study, whole blood samples were collected from 104 participants, including patients with HBP, MetS without hypertension (MS), and MetS with hypertension (MS-HBP). Ultra-high-performance liquid chromatography was employed to perform metabolomic analysis of plasma samples. Comparative analysis was conducted to identify distinct metabolites among the three groups, while MetaboAnalyst 5.0 was utilized for enrichment and pathway analysis. Clinical correlation analysis and receiver operating characteristic analyses were applied to select biomarker metabolites for MS-HBP. Transcriptomic profiling of white blood cells was performed to identify dysregulated genes and KEGG/GO pathways. Integrative analysis of metabolomics and transcriptomics was used to construct molecular interaction networks. Finally, blood pressure was monitored every 2 weeks during the treatment period for experimental validation.</div></div><div><h3>Results</h3><div>The metabolomic results indicated that lipid metabolic pathways, particularly glycerophospholipid metabolic pathways, played a crucial role in MS-HBP. The area under the curve of tryptophan-isoleucine for diagnosis in the MS-HBP group was 0.82. Tryptophyl-isoleucine demonstrated a negative correlation with both HbA1c and diastolic blood pressure. Transcriptomic analysis revealed the involvement of MS-HBP in numerous immune and inflammatory pathways. 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Integrated analysis of metabolomic and transcriptomic profiles elucidates the core role of glycerophospholipid metabolism in hypertension related to metabolic syndrome
Background
Metabolic syndrome (MetS) represents a comprehensive framework that encompasses conditions such as diabetes, hypertension (HBP), obesity, and dyslipidemia. MetS without hypertension significantly contributes to the development of refractory hypertension. However, the underlying molecular regulatory mechanisms of hypertension associated with MetS remain incompletely elucidated. The objective of this study was to identify differences in plasma metabolome and leukocyte transcriptome profiles between patients with MetS comorbid HBP compared to those with MetS with hypertension and HBP alone.
Methods
In this study, whole blood samples were collected from 104 participants, including patients with HBP, MetS without hypertension (MS), and MetS with hypertension (MS-HBP). Ultra-high-performance liquid chromatography was employed to perform metabolomic analysis of plasma samples. Comparative analysis was conducted to identify distinct metabolites among the three groups, while MetaboAnalyst 5.0 was utilized for enrichment and pathway analysis. Clinical correlation analysis and receiver operating characteristic analyses were applied to select biomarker metabolites for MS-HBP. Transcriptomic profiling of white blood cells was performed to identify dysregulated genes and KEGG/GO pathways. Integrative analysis of metabolomics and transcriptomics was used to construct molecular interaction networks. Finally, blood pressure was monitored every 2 weeks during the treatment period for experimental validation.
Results
The metabolomic results indicated that lipid metabolic pathways, particularly glycerophospholipid metabolic pathways, played a crucial role in MS-HBP. The area under the curve of tryptophan-isoleucine for diagnosis in the MS-HBP group was 0.82. Tryptophyl-isoleucine demonstrated a negative correlation with both HbA1c and diastolic blood pressure. Transcriptomic analysis revealed the involvement of MS-HBP in numerous immune and inflammatory pathways. Furthermore, the integrated analysis of metabolomic and transcriptomic data emphasized the importance of glycerophospholipid metabolism in MS-HBP. PPC exhibited a comparable effect on lowering blood pressure in SHR rats.
Conclusion
The findings of this study demonstrated that glycerophospholipid metabolism plays a pivotal role in the pathophysiological processes of MS-HBP, providing novel insights into early clinical diagnosis and the optimization of therapeutic strategies.
Gene ReportsBiochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.30
自引率
7.70%
发文量
246
审稿时长
49 days
期刊介绍:
Gene Reports publishes papers that focus on the regulation, expression, function and evolution of genes in all biological contexts, including all prokaryotic and eukaryotic organisms, as well as viruses. Gene Reports strives to be a very diverse journal and topics in all fields will be considered for publication. Although not limited to the following, some general topics include: DNA Organization, Replication & Evolution -Focus on genomic DNA (chromosomal organization, comparative genomics, DNA replication, DNA repair, mobile DNA, mitochondrial DNA, chloroplast DNA). Expression & Function - Focus on functional RNAs (microRNAs, tRNAs, rRNAs, mRNA splicing, alternative polyadenylation) Regulation - Focus on processes that mediate gene-read out (epigenetics, chromatin, histone code, transcription, translation, protein degradation). Cell Signaling - Focus on mechanisms that control information flow into the nucleus to control gene expression (kinase and phosphatase pathways controlled by extra-cellular ligands, Wnt, Notch, TGFbeta/BMPs, FGFs, IGFs etc.) Profiling of gene expression and genetic variation - Focus on high throughput approaches (e.g., DeepSeq, ChIP-Seq, Affymetrix microarrays, proteomics) that define gene regulatory circuitry, molecular pathways and protein/protein networks. Genetics - Focus on development in model organisms (e.g., mouse, frog, fruit fly, worm), human genetic variation, population genetics, as well as agricultural and veterinary genetics. Molecular Pathology & Regenerative Medicine - Focus on the deregulation of molecular processes in human diseases and mechanisms supporting regeneration of tissues through pluripotent or multipotent stem cells.