Lung Single-Cell Transcriptomics Reveal Diverging Pathobiology and Opportunities for Precision Targeting in Scleroderma-Associated Versus Idiopathic Pulmonary Arterial Hypertension.

IF 5.5 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Tijana Tuhy, Julie C Coursen, Tammy Graves, Michael Patatanian, Christopher Cherry, Shannon E Niedermeyer, Sarah L Khan, Darin T Rosen, Michael P Croglio, Mohab Elnashar, Todd M Kolb, Stephen C Mathai, Rachel L Damico, Paul M Hassoun, Larissa A Shimoda, Karthik Suresh, Micheala A Aldred, Catherine E Simpson
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引用次数: 0

Abstract

Background: Pulmonary arterial hypertension (PAH) involves progressive cellular and molecular change within the pulmonary vasculature, leading to increased vascular resistance. Current therapies targeting nitric oxide, endothelin, and prostacyclin pathways yield variable treatment responses. Patients with systemic sclerosis-associated PAH (SSc-PAH) often experience worse outcomes than those with idiopathic PAH (IPAH). We hypothesized that distinct and overlapping gene expression patterns in SSc-PAH versus IPAH lung tissues could inform the investigation of precision-targeted therapies.

Methods: Lung tissue samples from 4 SSc-PAH, 4 IPAH, and 4 failed donor specimens were obtained from the Pulmonary Hypertension Breakthrough Initiative lung tissue bank. Single-cell RNA sequencing was performed using the 10X Genomics Chromium Flex platform. Data normalization, clustering, and differential expression analysis were conducted using Seurat. Additional analyses included gene set enrichment analysis, transcription factor activity analysis, and ligand-receptor signaling. Pharmacotranscriptomic screening was performed using the Connectivity Map.

Results: SSc-PAH samples showed a higher proportion of fibroblasts compared with failed donors and a higher proportion of dendritic cells/macrophages compared with IPAH. Gene set enrichment analysis revealed enriched pathways related to epithelial-to-mesenchymal transition, apoptosis, and vascular remodeling in SSc-PAH samples. There was pronounced differential gene expression across diverse pulmonary vascular cell types and in various epithelial cell types in both IPAH and SSc-PAH, with epithelial-to-endothelial cell signaling observed. Macrophage-to-endothelial cell signaling was particularly pronounced in SSc-PAH. Pharmacotranscriptomic screening identified TIE2, GSK-3, and PKC inhibitors, among other compounds, as potential drug candidates for reversing SSc-PAH gene expression signatures.

Conclusions: Overlapping and distinct gene expression patterns exist in SSc-PAH versus IPAH, with significant molecular differences suggesting unique pathogenic mechanisms in SSc-PAH. These findings highlight the potential for precision-targeted therapies to improve outcomes in patient with SSc-PAH. Future studies should validate these targets and explore their therapeutic efficacy.

肺单细胞转录组学揭示硬皮病相关和特发性肺动脉高压的不同病理生物学和精确靶向的机会。
背景:肺动脉高压(PAH)涉及肺血管内进行性细胞和分子改变,导致血管阻力增加。目前针对一氧化氮、内皮素和前列环素途径的治疗产生不同的治疗反应。系统性硬化症相关性PAH (SSc-PAH)患者通常比特发性PAH (IPAH)患者的预后更差。我们假设SSc-PAH与IPAH肺组织中不同且重叠的基因表达模式可以为精确靶向治疗的研究提供信息。方法:从肺动脉高压突破行动组织肺组织库中获取4例SSc-PAH、4例IPAH和4例失败供体肺组织标本。使用10X Genomics的Chromium Flex平台进行单细胞RNA测序。使用Seurat进行数据归一化、聚类和差异表达分析。其他分析包括基因集富集分析,转录因子活性分析和配体受体信号。使用连通性图进行药物转录组筛选。结果:SSc-PAH样本显示,与失败供者相比,成纤维细胞比例更高,与IPAH相比,树突状细胞/巨噬细胞比例更高。基因集富集分析显示,SSc-PAH样品中与上皮-间质转化、细胞凋亡和血管重构相关的富集通路。在IPAH和SSc-PAH中,不同肺血管细胞类型和不同上皮细胞类型的基因表达存在明显差异,并观察到上皮到内皮细胞的信号传导。巨噬细胞到内皮细胞的信号传导在SSc-PAH中尤为明显。药物转录组学筛选鉴定出TIE2、GSK-3和PKC抑制剂,以及其他化合物,作为逆转SSc-PAH基因表达特征的潜在候选药物。结论:SSc-PAH与IPAH存在重叠且不同的基因表达模式,具有显著的分子差异,提示SSc-PAH具有独特的致病机制。这些发现强调了精确靶向治疗改善SSc-PAH患者预后的潜力。未来的研究应验证这些靶点并探索其治疗效果。
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来源期刊
Circulation: Genomic and Precision Medicine
Circulation: Genomic and Precision Medicine Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
9.20
自引率
5.40%
发文量
144
期刊介绍: Circulation: Genomic and Precision Medicine is a distinguished journal dedicated to advancing the frontiers of cardiovascular genomics and precision medicine. It publishes a diverse array of original research articles that delve into the genetic and molecular underpinnings of cardiovascular diseases. The journal's scope is broad, encompassing studies from human subjects to laboratory models, and from in vitro experiments to computational simulations. Circulation: Genomic and Precision Medicine is committed to publishing studies that have direct relevance to human cardiovascular biology and disease, with the ultimate goal of improving patient care and outcomes. The journal serves as a platform for researchers to share their groundbreaking work, fostering collaboration and innovation in the field of cardiovascular genomics and precision medicine.
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