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诱导多能干细胞-内皮细胞表型药物筛选和计算机分析鉴定酪氨酸蛋白激酶抑制剂 AG1296 治疗肺动脉高压。

iPSC-endothelial cell phenotypic drug screening and in silico analyses identify tyrphostin-AG1296 for pulmonary arterial hypertension.

机构信息

Division of Pediatric Cardiology, Department of Pediatrics, Stanford School of Medicine, Stanford, CA 94305, USA.

Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford School of Medicine, Stanford, CA 94305, USA.

出版信息

Sci Transl Med. 2021 May 5;13(592). doi: 10.1126/scitranslmed.aba6480.

Abstract

Pulmonary arterial hypertension (PAH) is a progressive disorder leading to occlusive vascular remodeling. Current PAH therapies improve quality of life but do not reverse structural abnormalities in the pulmonary vasculature. Here, we used high-throughput drug screening combined with in silico analyses of existing transcriptomic datasets to identify a promising lead compound to reverse PAH. Induced pluripotent stem cell-derived endothelial cells generated from six patients with PAH were exposed to 4500 compounds and assayed for improved cell survival after serum withdrawal using a chemiluminescent caspase assay. Subsequent validation of caspase activity and improved angiogenesis combined with data analyses using the Gene Expression Omnibus and Library of Integrated Network-Based Cellular Signatures databases revealed that the lead compound AG1296 was positively associated with an anti-PAH gene signature. AG1296 increased abundance of bone morphogenetic protein receptors, downstream signaling, and gene expression and suppressed PAH smooth muscle cell proliferation. AG1296 induced regression of PA neointimal lesions in lung organ culture and PA occlusive changes in the Sugen/hypoxia rat model and reduced right ventricular systolic pressure. Moreover, AG1296 improved vascular function and BMPR2 signaling and showed better correlation with the anti-PAH gene signature than other tyrosine kinase inhibitors. Specifically, AG1296 up-regulated small mothers against decapentaplegic (SMAD) 1/5 coactivators, cAMP response element-binding protein 3 (CREB3), and CREB5: CREB3 induced inhibitor of DNA binding 1 and downstream genes that improved vascular function. Thus, drug discovery for PAH can be accelerated by combining phenotypic screening with in silico analyses of publicly available datasets.

摘要

肺动脉高压(PAH)是一种进行性疾病,导致闭塞性血管重塑。目前的 PAH 治疗方法可提高生活质量,但不能逆转肺血管的结构异常。在这里,我们使用高通量药物筛选结合现有转录组数据集的计算分析,来确定一种有希望的逆转 PAH 的先导化合物。我们从六名 PAH 患者中诱导多能干细胞衍生的内皮细胞,用化学发光半胱天冬酶测定法测定在血清去除后提高细胞存活率的 4500 种化合物。随后验证半胱天冬酶活性和改善血管生成,并结合使用基因表达综合数据库和基于网络的细胞信号综合库进行数据分析,表明先导化合物 AG1296 与抗 PAH 基因特征呈正相关。AG1296 增加了骨形态发生蛋白受体、下游信号和基因表达的丰度,并抑制了 PAH 平滑肌细胞增殖。AG1296 在肺器官培养物中诱导 PA 新生内膜病变的消退和 Sugen/低氧大鼠模型中的 PA 闭塞变化,并降低右心室收缩压。此外,AG1296 改善了血管功能和 BMPR2 信号,与其他酪氨酸激酶抑制剂相比,与抗 PAH 基因特征的相关性更好。具体而言,AG1296 上调了小 Smads(SMAD)1/5 共激活因子、cAMP 反应元件结合蛋白 3(CREB3)和 CREB5:CREB3 诱导 DNA 结合抑制因子 1 和改善血管功能的下游基因。因此,通过将表型筛选与公开数据集的计算分析相结合,可以加速 PAH 的药物发现。

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