Shanshan Wang, Yuanlong Hu, Yuqi Wang, Yueyue Song, Dan Liang, Jiufeng Yin, Yunlun Li, Wenqing Yang, Dan Zhang
{"title":"多组学联合分析描述顽固性高血压的生物学特性。","authors":"Shanshan Wang, Yuanlong Hu, Yuqi Wang, Yueyue Song, Dan Liang, Jiufeng Yin, Yunlun Li, Wenqing Yang, Dan Zhang","doi":"10.1111/jch.14961","DOIUrl":null,"url":null,"abstract":"<p>Resistant hypertension (RH) may cause severe target organ damage and poses significant challenges in the field of hypertension prevention and treatment. Mining biological characteristics is crucial for exploring the pathogenesis of RH and for early diagnosis and treatment. Although several single-omics studies have been conducted on RH, its complex pathogenesis has only been partially elucidated. In this study, metabolomics, proteomics, and transcriptomics were jointly analyzed in healthy subjects and patients with hypertension and RH. The multi-omics analysis found that differential substances of RH were enriched in the HIF-1 signaling pathway and that differential substances such as ascorbic acid, reduced glutathione (GSH), choline, citric acid, transferrin receptor (TfR), Egl-9 family hypoxia-inducible factor 2 (EGLN2), and glutathione peroxidase 1 (GPX1) were screened out. The results of intergroup comparisons were as follows: RH versus N: ascorbic acid (Fold Change (FC):0.42, <i>p</i> < 0.01), GSH (FC:0.65, <i>p</i> < 0.05), choline (FC:1.32, <i>p</i> < 0.05), citric acid (FC:0.48, <i>p</i> < 0.001), TfR (FC2.32, <i>p</i> < 0.001), GPX1 (FC:16.02, <i>p</i> < 0.001), EGLN2 (FC:0.76, <i>p</i> < 0.001); RH versus EH: ascorbic acid (FC:0.52, <i>p</i> < 0.05), GSH (FC:0.55, <i>p</i> < 0.05), choline (FC:1.28, <i>p</i> < 0.05), citric acid (FC:0.59, <i>p</i> < 0.001), TfR (FC:1.71, <i>p</i> < 0.001), GPX1 (FC:2.11, <i>p</i> < 0.05), EGLN2 (FC:0.76, <i>p</i> < 0.05). These differential substances may reflect the biology of RH. This study provides multi-omics analysis for a deeper understanding of the complex molecular characteristics of RH, providing new insights into the pathogenesis, early diagnosis, and precise treatment of the disease.</p>","PeriodicalId":50237,"journal":{"name":"Journal of Clinical Hypertension","volume":"27 1","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11774085/pdf/","citationCount":"0","resultStr":"{\"title\":\"Joint Analysis of Multiple Omics to Describe the Biological Characteristics of Resistant Hypertension\",\"authors\":\"Shanshan Wang, Yuanlong Hu, Yuqi Wang, Yueyue Song, Dan Liang, Jiufeng Yin, Yunlun Li, Wenqing Yang, Dan Zhang\",\"doi\":\"10.1111/jch.14961\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Resistant hypertension (RH) may cause severe target organ damage and poses significant challenges in the field of hypertension prevention and treatment. Mining biological characteristics is crucial for exploring the pathogenesis of RH and for early diagnosis and treatment. Although several single-omics studies have been conducted on RH, its complex pathogenesis has only been partially elucidated. In this study, metabolomics, proteomics, and transcriptomics were jointly analyzed in healthy subjects and patients with hypertension and RH. The multi-omics analysis found that differential substances of RH were enriched in the HIF-1 signaling pathway and that differential substances such as ascorbic acid, reduced glutathione (GSH), choline, citric acid, transferrin receptor (TfR), Egl-9 family hypoxia-inducible factor 2 (EGLN2), and glutathione peroxidase 1 (GPX1) were screened out. The results of intergroup comparisons were as follows: RH versus N: ascorbic acid (Fold Change (FC):0.42, <i>p</i> < 0.01), GSH (FC:0.65, <i>p</i> < 0.05), choline (FC:1.32, <i>p</i> < 0.05), citric acid (FC:0.48, <i>p</i> < 0.001), TfR (FC2.32, <i>p</i> < 0.001), GPX1 (FC:16.02, <i>p</i> < 0.001), EGLN2 (FC:0.76, <i>p</i> < 0.001); RH versus EH: ascorbic acid (FC:0.52, <i>p</i> < 0.05), GSH (FC:0.55, <i>p</i> < 0.05), choline (FC:1.28, <i>p</i> < 0.05), citric acid (FC:0.59, <i>p</i> < 0.001), TfR (FC:1.71, <i>p</i> < 0.001), GPX1 (FC:2.11, <i>p</i> < 0.05), EGLN2 (FC:0.76, <i>p</i> < 0.05). These differential substances may reflect the biology of RH. This study provides multi-omics analysis for a deeper understanding of the complex molecular characteristics of RH, providing new insights into the pathogenesis, early diagnosis, and precise treatment of the disease.</p>\",\"PeriodicalId\":50237,\"journal\":{\"name\":\"Journal of Clinical Hypertension\",\"volume\":\"27 1\",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-12-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11774085/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Clinical Hypertension\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/jch.14961\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PERIPHERAL VASCULAR DISEASE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical Hypertension","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/jch.14961","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PERIPHERAL VASCULAR DISEASE","Score":null,"Total":0}
引用次数: 0
摘要
顽固性高血压(RH)可引起严重的靶器官损伤,是高血压防治领域的重大挑战。挖掘生物学特征对探讨RH的发病机制、早期诊断和治疗具有重要意义。虽然已经对RH进行了一些单组学研究,但其复杂的发病机制仅得到部分阐明。在本研究中,我们对健康受试者以及高血压和RH患者的代谢组学、蛋白质组学和转录组学进行了联合分析。多组学分析发现RH在HIF-1信号通路中富集差异性物质,筛选出抗坏血酸、还原型谷胱甘肽(GSH)、胆碱、柠檬酸、转铁蛋白受体(TfR)、Egl-9家族缺氧诱导因子2 (EGLN2)、谷胱甘肽过氧化物酶1 (GPX1)等差异性物质。组间比较结果如下:RH vs . N:抗坏血酸(折差(FC):0.42, p
Joint Analysis of Multiple Omics to Describe the Biological Characteristics of Resistant Hypertension
Resistant hypertension (RH) may cause severe target organ damage and poses significant challenges in the field of hypertension prevention and treatment. Mining biological characteristics is crucial for exploring the pathogenesis of RH and for early diagnosis and treatment. Although several single-omics studies have been conducted on RH, its complex pathogenesis has only been partially elucidated. In this study, metabolomics, proteomics, and transcriptomics were jointly analyzed in healthy subjects and patients with hypertension and RH. The multi-omics analysis found that differential substances of RH were enriched in the HIF-1 signaling pathway and that differential substances such as ascorbic acid, reduced glutathione (GSH), choline, citric acid, transferrin receptor (TfR), Egl-9 family hypoxia-inducible factor 2 (EGLN2), and glutathione peroxidase 1 (GPX1) were screened out. The results of intergroup comparisons were as follows: RH versus N: ascorbic acid (Fold Change (FC):0.42, p < 0.01), GSH (FC:0.65, p < 0.05), choline (FC:1.32, p < 0.05), citric acid (FC:0.48, p < 0.001), TfR (FC2.32, p < 0.001), GPX1 (FC:16.02, p < 0.001), EGLN2 (FC:0.76, p < 0.001); RH versus EH: ascorbic acid (FC:0.52, p < 0.05), GSH (FC:0.55, p < 0.05), choline (FC:1.28, p < 0.05), citric acid (FC:0.59, p < 0.001), TfR (FC:1.71, p < 0.001), GPX1 (FC:2.11, p < 0.05), EGLN2 (FC:0.76, p < 0.05). These differential substances may reflect the biology of RH. This study provides multi-omics analysis for a deeper understanding of the complex molecular characteristics of RH, providing new insights into the pathogenesis, early diagnosis, and precise treatment of the disease.
期刊介绍:
The Journal of Clinical Hypertension is a peer-reviewed, monthly publication that serves internists, cardiologists, nephrologists, endocrinologists, hypertension specialists, primary care practitioners, pharmacists and all professionals interested in hypertension by providing objective, up-to-date information and practical recommendations on the full range of clinical aspects of hypertension. Commentaries and columns by experts in the field provide further insights into our original research articles as well as on major articles published elsewhere. Major guidelines for the management of hypertension are also an important feature of the Journal. Through its partnership with the World Hypertension League, JCH will include a new focus on hypertension and public health, including major policy issues, that features research and reviews related to disease characteristics and management at the population level.