Integrative proteomics and metabolomics reveal important pathways and potential biomarkers in high-altitude pulmonary hypertension.

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Zhuo-Ga Dan-Zeng, Yang-Jin Bai-Ma, Ju Huang, Wang-Jie Suo-Lang, Qu-Zhen Ge-Sang, Yang-Zong Suo-Na, Yuan-Sheng Wang, Zhuo-Ga Baima, Luo-Bu Ge-Sang
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Abstract

High-altitude pulmonary hypertension (HAPH) is a severe condition affecting highland residents, yet its molecular mechanisms remain incompletely understood. This study aimed to investigate the pathogenesis of HAPH through integrated metabolomic and proteomic analyses. We performed untargeted metabolomics and proteomics analyses on plasma samples from HAPH patients (n=30) and matched healthy controls (n=30). Differential expression analysis, pathway enrichment, and integrated multi-omics analysis were conducted. Key findings were validated using targeted proteomics (PRM). We identified 26 differentially expressed metabolites (12 upregulated, 14 downregulated) and 35 differentially expressed proteins (5 upregulated, 30 downregulated) in HAPH patients. Integrated pathway analysis revealed significant alterations in glycerophospholipid metabolism (PC(20:4/8Z,11Z), FC = 2.804, P.adjust = 0.047), immune response (IGLL1, FC = -1.557, P.adjust = 0.003), cytoskeletal organization (MYH10, FC = 7.574, P.adjust =0.189), and oxidative stress response pathways. PRM validation confirmed the differential expression of five key proteins: ACTG1, VNN1, CKB (upregulated), and APOF and CST3 (downregulated). Our integrated multi-omics analysis reveals a complex molecular network underlying HAPH pathogenesis, characterized by coordinated changes in lipid metabolism, immune function, and cellular structure. These findings provide new insights into HAPH mechanisms and identify potential therapeutic targets for intervention.

综合蛋白质组学和代谢组学揭示了高原肺动脉高压的重要途径和潜在的生物标志物。
高原肺动脉高压(HAPH)是一种影响高原居民的严重疾病,但其分子机制尚不完全清楚。本研究旨在通过综合代谢组学和蛋白质组学分析探讨HAPH的发病机制。我们对HAPH患者(n=30)和匹配的健康对照(n=30)的血浆样本进行了非靶向代谢组学和蛋白质组学分析。进行差异表达分析、途径富集和综合多组学分析。使用靶向蛋白质组学(PRM)验证了关键发现。我们在HAPH患者中鉴定出26种差异表达代谢物(12种上调,14种下调)和35种差异表达蛋白(5种上调,30种下调)。综合通路分析显示,甘油磷脂代谢(PC(20:4/8Z,11Z), FC = 2.804, P.adjust = 0.047),免疫反应(IGLL1, FC = -1.557, P.adjust = 0.003),细胞骨架组织(MYH10, FC = 7.574, P.adjust =0.189)和氧化应激反应通路发生显著变化。PRM验证证实了五个关键蛋白的差异表达:ACTG1, VNN1, CKB(上调),APOF和CST3(下调)。我们的综合多组学分析揭示了HAPH发病机制的复杂分子网络,其特征是脂质代谢、免疫功能和细胞结构的协调变化。这些发现为HAPH机制提供了新的见解,并确定了潜在的干预治疗靶点。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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