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

IF 1 Q4 GENETICS & HEREDITY Gene Reports Pub Date : 2024-10-03 DOI:10.1016/j.genrep.2024.102049
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
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引用次数: 0

摘要

背景代谢综合征(MetS)是一个综合框架,包括糖尿病、高血压(HBP)、肥胖和血脂异常等病症。不伴有高血压的代谢综合征在很大程度上会导致难治性高血压的发生。然而,与 MetS 相关的高血压的潜在分子调控机制仍未完全阐明。本研究的目的是确定 MetS 合并 HBP 患者的血浆代谢组和白细胞转录组图谱与 MetS 合并高血压和单纯 HBP 患者的血浆代谢组和白细胞转录组图谱之间的差异。方法本研究收集了 104 名参与者的全血样本,包括 HBP 患者、无高血压 MetS 患者(MS)和 MetS 合并高血压患者(MS-HBP)。采用超高效液相色谱法对血浆样本进行了代谢组学分析。通过比较分析确定三组之间不同的代谢物,并利用 MetaboAnalyst 5.0 进行富集和通路分析。临床相关性分析和接收器操作特征分析被用于选择 MS-HBP 的生物标记代谢物。对白细胞进行转录组分析,以确定失调基因和 KEGG/GO 通路。代谢组学和转录组学的整合分析用于构建分子相互作用网络。结果代谢组学结果表明,脂质代谢通路,尤其是甘油磷脂代谢通路在 MS-HBP 中起着关键作用。在 MS-HBP 组中,色氨酸-异亮氨酸的诊断曲线下面积为 0.82。色氨酸-异亮氨酸与 HbA1c 和舒张压均呈负相关。转录组分析表明,MS-HBP 参与了许多免疫和炎症通路。此外,代谢组和转录组数据的综合分析强调了甘油磷脂代谢在 MS-HBP 中的重要性。结论本研究结果表明,甘油磷脂代谢在 MS-HBP 的病理生理过程中起着关键作用,为早期临床诊断和优化治疗策略提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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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.
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来源期刊
Gene Reports
Gene Reports Biochemistry, 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.
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