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基于有机质谱流式的高血压大鼠心脏单细胞代谢组学研究

Single-Cell Metabolomic of Hypertensive Rats Heart Based on Organic Mass Cytometry

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【作者】 曾海深谢宇君林俊浩徐蕙刘宁杨运云靳利利邓洁薇栾天罡

【Author】 ZENG Hai-shen;XIE Yu-jun;LIN Jun-hao;XU Hui;LIU Ning;YANG Yun-yun;JIN Li-li;DENG Jie-wei;LUAN Tian-gang;School of Biomedical and Pharmaceutical Sciences,Guangdong University of Technology;Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine,Guangdong Second Traditional Chinese Medicine Hospital(Guangdong Provincial Engineering Technology Research Institute of TCM);Guangdong Provincial Engineering Research Center for Ambient Mass Spectrometry,Guangdong Provincial Key Laboratory of Chemical Measurement and Emergency Test Technology,Institute of Analysis,Guangdong Academy of Sciences(China National Analytical Center,Guangzhou);

【通讯作者】 靳利利;邓洁薇;

【机构】 广东工业大学生物医药学院广东省第二中医院(广东省中医药工程技术研究院),广东省中医药研究开发重点实验室广东省科学院测试分析研究所(中国广州分析测试中心),广东省化学测量与应急检测重点实验室,广东省原位电离质谱分析工程技术研究中心

【摘要】 高血压导致的心肌代谢紊乱是心血管疾病的重要病理基础,但其单细胞水平的代谢特征尚未明确。本研究建立了基于有机质谱流式系统(CyESI-MS)的高血压大鼠心脏单细胞代谢组学方法。通过对大鼠心脏组织进行解离,制备高活性细胞悬液;采用CyESI-MS对自发性高血压大鼠(SHR)和正常大鼠的原代心脏细胞进行代谢组学分析。从单细胞层面共鉴定出70种内源性代谢物,其中34种呈显著差异(|log2FC|≥1,p<0.05)。通路富集分析结果表明,甘油磷脂代谢,苯丙氨酸、酪氨酸和色氨酸的生物合成,苯丙氨酸代谢,组氨酸代谢,牛磺酸和次牛磺酸代谢为核心紊乱通路。本研究在单细胞分辨率上证实了高血压大鼠心脏存在特征性代谢重编程,可为心血管疾病的机制研究提供依据。

【Abstract】 Hypertension is a common chronic cardiovascular disease and one of the major risk factors for cardiovascular mortality and disability, with a global prevalence of approximately 15%. This high incidence not only leads to a substantial disease burden but also gives rise to long-term complications that affect the quality of life of millions worldwide. Surveys indicate that the prevalence of hypertension in China is 27.5% and exhibits an annual upward trend, a situation that poses significant challenges to socioeconomic development including increased healthcare costs and reduced workforce productivity, and imposes immense pressure on public health systems. Due to the high heterogeneity among different individual cells, where even cells of the same type can exhibit distinct functional and molecular profiles, and the involvement of multiple cell types in the synergistic regulation of hypertension pathogenesis, it is crucial to explore the regulatory mechanisms of hypertension at the single-cell level. Single-cell metabolomics, a cutting-edge analytical approach,reveals the metabolic characteristics of individual cells by systematically analyzing endogenous small molecules(metabolites) within cells. By capturing the unique metabolic fingerprints of each cell,single-cell metabolomics can directly reflect metabolic disturbances under pathological conditions,offering valuable insights into the early and subtle changes that precede overt disease manifestations.Hypertension-induced myocardial metabolic dysregulation represents a critical pathological basis for cardiovascular diseases, yet its single-cell metabolic signatures remain incompletely characterized.This study established a novel single-cell metabolomics approach for hypertensive hearts using organic mass cytometry(CyESI-MS), aiming to clarify the metabolic regulatory mechanism from a single-cell perspective. Through optimized tissue dissociation protocols, high-viability single-cell suspensions were prepared from spontaneously hypertensive rats(SHR) and normotensive controls,followed by metabolomics analysis via CyESI-MS. As a result, 70 endogenous metabolites are identified at the single-cell level, with 34 demonstrating significant alterations(|log2 FC|≥1, p<0.05)..Pathway enrichment analysis reveals five core dysregulated metabolic pathways, including glycerophospholipid metabolism, biosynthesis of phenylalanine, tyrosine and tryptophan,phenylalanine metabolism, histidine metabolism, and taurine and hypotaurine metabolism. This study employed a single-cell metabolomics approach based on mass spectrometry to delve into metabolic changes in rat heart cells under hypertensive conditions, a phenomenon that is often overlooked in large-scale metabolomics studies based on bulk cells or tissue/organ samples. Furthermore, from the perspective of single-cell metabolomics, this research uncovers the metabolic characteristics of individual heart cells under hypertension, thereby providing important reference value for the early diagnosis of hypertension cardiovascular diseases. This study provides the first single-cell evidence of characteristic metabolic reprogramming in hypertensive hearts, offering new insights into cardiovascular disease mechanisms.

【基金】 国家自然科学基金(22127810);广东省基础与应用基础研究基金(2024A1515010883,2023A1515012261);广州市基础与应用基础研究专题(2024A04J6429);广州中医药大学院校联合科技创新基金项目(GZYSE2024G04);广东省第二中医院科研创新基金项目(SEZYY2023B18);广东工业大学智慧医疗创新技术中心专项(ZYZX24-012)
  • 【文献出处】 质谱学报 ,Journal of Chinese Mass Spectrometry Society , 编辑部邮箱 ,2025年06期
  • 【分类号】R544.1;O657.63
  • 【下载频次】24
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