Institute for Cardiovascular Prevention (IPEK) Ludwig-Maximilians-University Munich Munich Germany.
DZHK (German Centre for Cardiovascular Research) partner site Munich Heart Alliance Munich Germany.
Animal Model Exp Med. 2021 Nov 22;4(4):369-380. doi: 10.1002/ame2.12191. eCollection 2021 Dec.
OBJECTIVE/BACKGROUND: Proliferation is a widely recognized trigger for pulmonary hypertension (PH), a life-threatening, progressive disorder of pulmonary blood vessels. This study was aimed to identify some proliferation associated genes/targets for better comprehension of PH pathogenesis.
Human pulmonary arterial smooth muscle cells (hPASMCs) were cultured in the presence or absence of human recombinant platelet derived growth factor (rhPDGF)-BB. Cells were collected for metabolomics or transcriptomics study. Gene profiling of lungs of PH rats after hypoxia exposure or of PH patients were retrieved from GEO database.
90 metabolites (VIP score >1, fold change >2 or <0.5 and < .05) and 2701 unique metabolism associated genes (MAGs) were identified in rhPDGF-BB treated hPASMCs compared to control cells. In addition, 1151 differentially expressed genes (313 upregulated and 838 downregulated) were identified in rhPDGF-BB treated hPASMCs compared to control cells (fold change >2 or <0.5 and < .05). 152 differentially expressed MAGs were then determined, out of which 9 hub genes (IL6, CXCL8, CCL2, CXCR4, CCND1, PLAUR, PLAU, HBEGF and F3) were defined as core proliferation associated hub genes in protein proten interaction analysis. In addition, the hub gene-based LASSO model can predict the occurrence of PH (AUC = 0.88). The expression of CXCR4, as one of the hub genes, was positively correlated to immune cell infiltrates.
Our findings revealed some key proliferation associated genes in PH, which provide the crucial information concerning complex metabolic reprogramming and inflammatory modulation in response to proliferation signals and might offer therapeutic gains for PH.
目的/背景:增殖是公认的肺动脉高压(PH)的触发因素,PH 是一种危及生命的肺部血管进行性疾病。本研究旨在寻找一些与增殖相关的基因/靶点,以更好地理解 PH 的发病机制。
在存在或不存在人重组血小板衍生生长因子(rhPDGF)-BB 的情况下培养人肺动脉平滑肌细胞(hPASMCs)。收集细胞进行代谢组学或转录组学研究。从 GEO 数据库中检索 PH 大鼠缺氧暴露后的肺基因谱或 PH 患者的基因谱。
与对照组细胞相比,rhPDGF-BB 处理的 hPASMCs 中有 90 种代谢物(VIP 评分>1、倍数变化>2 或<0.5 且<0.05)和 2701 个独特的代谢相关基因(MAGs)被鉴定出来。此外,与对照组细胞相比,rhPDGF-BB 处理的 hPASMCs 中有 1151 个差异表达基因(313 个上调和 838 个下调)被鉴定出来(倍数变化>2 或<0.5 且<0.05)。然后确定了 152 个差异表达的 MAGs,其中 9 个核心基因(IL6、CXCL8、CCL2、CXCR4、CCND1、PLAUR、PLAU、HBEGF 和 F3)在蛋白质相互作用分析中被定义为核心增殖相关核心基因。此外,基于核心基因的 LASSO 模型可以预测 PH 的发生(AUC=0.88)。作为核心基因之一的 CXCR4 的表达与免疫细胞浸润呈正相关。
我们的研究结果揭示了 PH 中一些关键的增殖相关基因,为增殖信号引起的复杂代谢重编程和炎症调节提供了关键信息,并可能为 PH 提供治疗收益。