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基于整合信息学方法的肾移植纤维化新型治疗药物的鉴定。

Novel Therapeutics Identification for Fibrosis in Renal Allograft Using Integrative Informatics Approach.

机构信息

Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, 770 exington Ave., New York, NY 10065, USA.

Institute for Next Generation Healthcare, Icahn School of Medicine at Mount Sinai.

出版信息

Sci Rep. 2017 Jan 4;7:39487. doi: 10.1038/srep39487.

Abstract

Chronic allograft damage, defined by interstitial fibrosis and tubular atrophy (IF/TA), is a leading cause of allograft failure. Few effective therapeutic options are available to prevent the progression of IF/TA. We applied a meta-analysis approach on IF/TA molecular datasets in Gene Expression Omnibus to identify a robust 85-gene signature, which was used for computational drug repurposing analysis. Among the top ranked compounds predicted to be therapeutic for IF/TA were azathioprine, a drug to prevent acute rejection in renal transplantation, and kaempferol and esculetin, two drugs not previously described to have efficacy for IF/TA. We experimentally validated the anti-fibrosis effects of kaempferol and esculetin using renal tubular cells in vitro and in vivo in a mouse Unilateral Ureteric Obstruction (UUO) model. Kaempferol significantly attenuated TGF-β1-mediated profibrotic pathways in vitro and in vivo, while esculetin significantly inhibited Wnt/β-catenin pathway in vitro and in vivo. Histology confirmed significantly abrogated fibrosis by kaempferol and esculetin in vivo. We developed an integrative computational framework to identify kaempferol and esculetin as putatively novel therapies for IF/TA and provided experimental evidence for their therapeutic activities in vitro and in vivo using preclinical models. The findings suggest that both drugs might serve as therapeutic options for IF/TA.

摘要

慢性移植物损伤,由间质纤维化和肾小管萎缩(IF/TA)定义,是移植物衰竭的主要原因。几乎没有有效的治疗方法可用于阻止 IF/TA 的进展。我们在基因表达综合数据库中对 IF/TA 分子数据集应用了荟萃分析方法,以确定一个稳健的 85 基因特征,该特征用于计算药物再利用分析。在预测对 IF/TA 具有治疗作用的排名最高的化合物中,有预防肾移植中急性排斥反应的药物硫唑嘌呤,以及此前未描述对 IF/TA 具有疗效的两种药物山柰酚和秦皮素。我们使用体外肾小管细胞和单侧输尿管梗阻(UUO)小鼠模型体内实验验证了山柰酚和秦皮素的抗纤维化作用。山柰酚在体外和体内显著减弱 TGF-β1 介导的促纤维化途径,而秦皮素在体外和体内显著抑制 Wnt/β-连环蛋白途径。组织学证实山柰酚和秦皮素在体内显著减轻纤维化。我们开发了一个综合计算框架,将山柰酚和秦皮素鉴定为 IF/TA 的潜在新型治疗方法,并使用临床前模型提供了它们在体外和体内治疗活性的实验证据。这些发现表明,这两种药物都可能成为 IF/TA 的治疗选择。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a793/5209709/2ab6e3ecc461/srep39487-f1.jpg

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