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单细胞转录组学揭示了硬皮病相关性与特发性肺动脉高压不同的病理生物学及精准靶向治疗机会。

Single-cell transcriptomics reveal diverging pathobiology and opportunities for precision targeting in scleroderma-associated versus idiopathic pulmonary arterial hypertension.

作者信息

Tuhy Tijana, Coursen Julie C, Graves Tammy, Patatanian Michael, Cherry Christopher, Niedermeyer Shannon E, Khan Sarah L, Rosen Darin T, Croglio Michael P, Elnashar Mohab, Kolb Todd M, Mathai Stephen C, Damico Rachel L, Hassoun Paul M, Shimoda Larissa A, Suresh Karthik, Aldred Micheala A, Simpson Catherine E

机构信息

Division of Pulmonary and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA.

Division of Pulmonary Medicine, Indiana University, Indianapolis, IN, USA.

出版信息

bioRxiv. 2024 Oct 25:2024.10.25.620225. doi: 10.1101/2024.10.25.620225.

Abstract

INTRODUCTION

Pulmonary arterial hypertension (PAH) involves progressive cellular and molecular change within the pulmonary vasculature, leading to increased vascular resistance. Current therapies targeting nitric oxide (NO), 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).

METHODS

Lung tissue samples from four SSc-PAH, four IPAH, and four failed donor specimens were obtained from the Pulmonary Hypertension Breakthrough Initiative (PHBI) lung tissue bank. Single-cell RNA sequencing (scRNAseq) 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 (GSEA), 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 and dendritic cells/macrophages compared to IPAH and donor samples. GSEA revealed enriched pathways related to epithelial-to-mesenchymal transition (EMT), 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.

DISCUSSION

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 SSc-PAH patient outcomes. Future studies should validate these targets clinically and explore their therapeutic efficacy.

摘要

引言

肺动脉高压(PAH)涉及肺血管内细胞和分子的渐进性变化,导致血管阻力增加。目前针对一氧化氮(NO)、内皮素和前列环素途径的治疗产生的治疗反应各不相同。系统性硬化症相关PAH(SSc-PAH)患者的预后通常比特发性PAH(IPAH)患者更差。

方法

从肺动脉高压突破计划(PHBI)肺组织库中获取了4例SSc-PAH、4例IPAH和4例供体失败标本的肺组织样本。使用10X Genomics Chromium Flex平台进行单细胞RNA测序(scRNAseq)。使用Seurat进行数据标准化、聚类和差异表达分析。其他分析包括基因集富集分析(GSEA)、转录因子活性分析和配体-受体信号传导。使用连通性图谱进行药物转录组学筛选。

结果

与IPAH和供体样本相比,SSc-PAH样本显示成纤维细胞和树突状细胞/巨噬细胞的比例更高。GSEA显示SSc-PAH样本中与上皮-间质转化(EMT)、细胞凋亡和血管重塑相关的途径富集。在IPAH和SSc-PAH中,不同肺血管细胞类型和各种上皮细胞类型之间存在明显的差异基因表达,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。药物转录组学筛选确定TIE2、GSK-3和PKC抑制剂等化合物为逆转SSc-PAH基因表达特征的潜在候选药物。

讨论

SSc-PAH与IPAH存在重叠和不同的基因表达模式,显著的分子差异表明SSc-PAH存在独特的致病机制。这些发现突出了精准靶向治疗改善SSc-PAH患者预后的潜力。未来的研究应在临床上验证这些靶点并探索其治疗效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1a4/11527343/e31faa7e5730/nihpp-2024.10.25.620225v1-f0001.jpg

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