Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY.
Department of Nephrology, The First Affiliated Hospital of Xiamen University, Xiamen, China.
Diabetes. 2021 Feb;70(2):589-602. doi: 10.2337/db20-0580. Epub 2020 Oct 16.
Diabetic kidney disease (DKD) remains the most common cause of kidney failure, and the treatment options are insufficient. Here, we used a connectivity mapping approach to first collect 15 gene expression signatures from 11 DKD-related published independent studies. Then, by querying the Library of Integrated Network-based Cellular Signatures (LINCS) L1000 data set, we identified drugs and other bioactive small molecules that are predicted to reverse these gene signatures in the diabetic kidney. Among the top consensus candidates, we selected a PLK1 inhibitor (BI-2536) for further experimental validation. We found that PLK1 expression was increased in the glomeruli of both human and mouse diabetic kidneys and localized largely in mesangial cells. We also found that BI-2536 inhibited mesangial cell proliferation and extracellular matrix in vitro and ameliorated proteinuria and kidney injury in DKD mice. Further pathway analysis of the genes predicted to be reversed by the PLK1 inhibitor was of members of the TNF-α/NF-κB, JAK/STAT, and TGF-β/Smad3 pathways. In vitro, either BI-2536 treatment or knockdown of PLK1 dampened the NF-κB and Smad3 signal transduction and transcriptional activation. Together, these results suggest that the PLK1 inhibitor BI-2536 should be further investigated as a novel therapy for DKD.
糖尿病肾病(DKD)仍然是肾衰竭最常见的原因,而治疗选择却不足。在这里,我们使用连接性映射方法首先从 11 项与 DKD 相关的已发表的独立研究中收集了 15 个基因表达特征。然后,通过查询 LINCS L1000 数据集,我们鉴定了预测可逆转糖尿病肾脏中这些基因特征的药物和其他生物活性小分子。在顶级共识候选物中,我们选择 PLK1 抑制剂(BI-2536)进行进一步的实验验证。我们发现 PLK1 在人类和小鼠糖尿病肾脏的肾小球中表达增加,并且主要定位于系膜细胞中。我们还发现 BI-2536 在体外抑制系膜细胞增殖和细胞外基质,并改善 DKD 小鼠的蛋白尿和肾脏损伤。对 PLK1 抑制剂预测可逆转的基因的进一步途径分析显示出 TNF-α/NF-κB、JAK/STAT 和 TGF-β/Smad3 途径的成员。在体外,BI-2536 治疗或 PLK1 敲低均可抑制 NF-κB 和 Smad3 信号转导和转录激活。总之,这些结果表明,PLK1 抑制剂 BI-2536 应作为 DKD 的一种新疗法进一步研究。