Endothelial SPRY1 deficiency associates with angiogenic-metabolic reprogramming in pulmonary arterial hypertension: a multi-omics analysis of bulk and single-cell transcriptomic profiles.

IF 8.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yanfei Mo, Desheng Wang, Zhenkun Deng, Pingping Zhao, Zhen Gou, Xiaoyun Sun, Yunrui Zhang, Yang Bai
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引用次数: 0

Abstract

The mechanism underlying vascular remodeling in pulmonary arterial hypertension (PAH) involves complex interactions among various cell types, with dysregulation of endothelial cells (ECs) homeostasis considered a crucial pathological factor. However, their local cellular changes still need to be fully identified during PAH. This study utilized single-cell RNA sequencing data from the GEO database to analyze lung tissue samples from PAH patients and normal controls, revealing significant heterogeneity in lung ECs and dysregulated metabolic pathways. We identified a significant expansion of capillary ECs in PAH patients, linked to dysregulated angiogenesis and glycolysis-tricarboxylic acid cycle metabolic pathways. Through integrative high-dimensional weighted gene co-expression network analysis (hdWGCNA) and machine learning, we identified SPRY1 as a novel key biomarker in PAH pathogenesis and validated its significant downregulation in a monocrotaline-induced PAH rat model. These findings establish capillary ECs expansion and SPRY1 deficiency as pivotal drivers in PAH pathogenesis, providing a foundation for precise therapeutic targeting.

肺动脉高压患者内皮细胞SPRY1缺乏与血管生成代谢重编程相关:一项对大细胞和单细胞转录组谱的多组学分析
肺动脉高压(PAH)血管重构的机制涉及多种细胞类型之间复杂的相互作用,内皮细胞(ECs)稳态失调被认为是一个关键的病理因素。然而,在PAH期间,它们的局部细胞变化仍需要充分识别。本研究利用GEO数据库的单细胞RNA测序数据分析了PAH患者和正常对照的肺组织样本,揭示了肺ECs和代谢途径失调的显著异质性。我们发现PAH患者毛细血管内皮细胞显著扩张,与血管生成和糖酵解-三羧酸循环代谢途径失调有关。通过整合高维加权基因共表达网络分析(hdWGCNA)和机器学习,我们确定了SPRY1是PAH发病机制中的一个新的关键生物标志物,并在单草碱诱导的PAH大鼠模型中验证了其显著下调。这些发现证实毛细血管内皮细胞扩张和SPRY1缺乏是PAH发病机制的关键驱动因素,为精确靶向治疗提供了基础。
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来源期刊
Apoptosis
Apoptosis 生物-生化与分子生物学
CiteScore
9.10
自引率
4.20%
发文量
85
审稿时长
1 months
期刊介绍: Apoptosis, a monthly international peer-reviewed journal, focuses on the rapid publication of innovative investigations into programmed cell death. The journal aims to stimulate research on the mechanisms and role of apoptosis in various human diseases, such as cancer, autoimmune disease, viral infection, AIDS, cardiovascular disease, neurodegenerative disorders, osteoporosis, and aging. The Editor-In-Chief acknowledges the importance of advancing clinical therapies for apoptosis-related diseases. Apoptosis considers Original Articles, Reviews, Short Communications, Letters to the Editor, and Book Reviews for publication.
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