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常染色体显性多囊肾病(ADPKD)的系统生物学:基因表达途径和整合调控网络的计算识别

Systems biology of autosomal dominant polycystic kidney disease (ADPKD): computational identification of gene expression pathways and integrated regulatory networks.

作者信息

Song Xuewen, Di Giovanni Valeria, He Ning, Wang Kairong, Ingram Alistair, Rosenblum Norman D, Pei York

机构信息

Division of Nephrology, University Health Network, McMaster University, Hamilton, Ontario, Canada.

出版信息

Hum Mol Genet. 2009 Jul 1;18(13):2328-43. doi: 10.1093/hmg/ddp165. Epub 2009 Apr 3.

DOI:10.1093/hmg/ddp165
PMID:19346236
Abstract

To elucidate the molecular pathways that modulate renal cyst growth in ADPKD, we performed global gene profiling on cysts of different size (<1 ml, n = 5; 10-20 ml, n = 5; >50 ml, n = 3) and minimally cystic tissue (MCT, n = 5) from five PKD1 human polycystic kidneys using Affymetrix HG-U133 Plus 2.0 arrays. We used gene set enrichment analysis to identify overrepresented signaling pathways and key transcription factors (TFs) between cysts and MCT. We found down-regulation of kidney epithelial restricted genes (e.g. nephron segment-specific markers and cilia-associated cystic genes such as HNF1B, PKHD1, IFT88 and CYS1) in the renal cysts. On the other hand, PKD1 cysts displayed a rich profile of gene sets associated with renal development, mitogen-mediated proliferation, cell cycle progression, epithelial-mesenchymal transition, hypoxia, aging and immune/inflammatory responses. Notably, our data suggest that up-regulation of Wnt/beta-catenin, pleiotropic growth factor/receptor tyrosine kinase (e.g. IGF/IGF1R, FGF/FGFR, EGF/EGFR, VEGF/VEGFR), G-protein-coupled receptor (e.g. PTGER2) signaling was associated with renal cystic growth. By integrating these pathways with a number of dysregulated networks of TFs (e.g. SRF, MYC, E2F1, CREB1, LEF1, TCF7, HNF1B/ HNF1A and HNF4A), our data suggest that epithelial dedifferentiation accompanied by aberrant activation and cross-talk of specific signaling pathways may be required for PKD1 cyst growth and disease progression. Pharmacological modulation of some of these signaling pathways may provide a potential therapeutic strategy for ADPKD.

摘要

为了阐明在常染色体显性多囊肾病(ADPKD)中调节肾囊肿生长的分子途径,我们使用Affymetrix HG-U133 Plus 2.0芯片,对来自5例PKD1型人类多囊肾的不同大小的囊肿(<1 ml,n = 5;10 - 20 ml,n = 5;>50 ml,n = 3)和微囊性组织(MCT,n = 5)进行了全基因组分析。我们使用基因集富集分析来确定囊肿和MCT之间过度表达的信号通路和关键转录因子(TFs)。我们发现肾囊肿中肾上皮限制性基因(如肾单位节段特异性标志物和与纤毛相关的囊性基因,如HNF1B、PKHD1、IFT88和CYS1)表达下调。另一方面,PKD1囊肿显示出与肾脏发育、丝裂原介导的增殖、细胞周期进程、上皮-间质转化、缺氧、衰老以及免疫/炎症反应相关的丰富基因集谱。值得注意的是,我们的数据表明Wnt/β-连环蛋白、多效生长因子/受体酪氨酸激酶(如IGF/IGF1R、FGF/FGFR、EGF/EGFR、VEGF/VEGFR)、G蛋白偶联受体(如PTGER2)信号的上调与肾囊肿生长相关。通过将这些通路与一些失调的TF网络(如SRF、MYC、E2F1、CREB1、LEF1、TCF7、HNF1B/HNF1A和HNF4A)整合,我们的数据表明PKD1囊肿生长和疾病进展可能需要上皮去分化并伴有特定信号通路的异常激活和相互作用。对其中一些信号通路进行药理调节可能为ADPKD提供一种潜在的治疗策略。

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