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分析常染色体显性多囊肾病(ADPKD)中保守的生物学通路以阐明调节囊肿形成的关键转录组改变:一种跨物种荟萃分析方法。

Profiling conserved biological pathways in Autosomal Dominant Polycystic Kidney Disorder (ADPKD) to elucidate key transcriptomic alterations regulating cystogenesis: A cross-species meta-analysis approach.

作者信息

Chatterjee Shatakshee, Verma Srikant Prasad, Pandey Priyanka

机构信息

National Institute of Biomedical Genomics, Netaji Subhas Sanatorium (T.B. Hospital), 2nd Floor, P.O.: N.S.S., Kalyani 741251, West-Bengal, India.

National Institute of Biomedical Genomics, Netaji Subhas Sanatorium (T.B. Hospital), 2nd Floor, P.O.: N.S.S., Kalyani 741251, West-Bengal, India.

出版信息

Gene. 2017 Sep 5;627:434-450. doi: 10.1016/j.gene.2017.06.059. Epub 2017 Jul 1.

Abstract

PURPOSE

Initiation and progression of fluid filled cysts mark Autosomal Dominant Polycystic Kidney Disease (ADPKD). Thus, improved therapeutics targeting cystogenesis remains a constant challenge. Microarray studies in single ADPKD animal models species with limited sample sizes tend to provide scattered views on underlying ADPKD pathogenesis. Thus we aim to perform a cross species meta-analysis to profile conserved biological pathways that might be key targets for therapy.

METHODS

Nine ADPKD microarray datasets on rat, mice and human fulfilled our study criteria and were chosen. Intra-species combined analysis was performed after considering removal of batch effect. Significantly enriched GO biological processes and KEGG pathways were computed and their overlap was observed. For the conserved pathways, biological modules and gene regulatory networks were observed. Additionally, Gene Set Enrichment Analysis (GSEA) using Molecular Signature Database (MSigDB) was performed for genes found in conserved pathways.

RESULTS

We obtained 28 modules of significantly enriched GO processes and 5 major functional categories from significantly enriched KEGG pathways conserved in human, mice and rats that in turn suggest a global transcriptomic perturbation affecting cyst - formation, growth and progression. Significantly enriched pathways obtained from up-regulated genes such as Genomic instability, Protein localization in ER and Insulin Resistance were found to regulate cyst formation and growth whereas cyst progression due to increased cell adhesion and inflammation was suggested by perturbations in Angiogenesis, TGF-beta, CAMs, and Infection related pathways. Additionally, networks revealed shared genes among pathways e.g. SMAD2 and SMAD7 in Endocytosis and TGF-beta.

CONCLUSION

Our study suggests cyst formation and progression to be an outcome of interplay between a set of several key deregulated pathways. Thus, further translational research is warranted focusing on developing a combinatorial therapeutic approach for ADPKD redressal.

摘要

目的

充满液体的囊肿的起始和进展标志着常染色体显性多囊肾病(ADPKD)。因此,改进针对囊肿形成的治疗方法仍然是一个持续的挑战。在样本量有限的单一ADPKD动物模型物种中进行的微阵列研究往往对ADPKD潜在的发病机制提供零散的观点。因此,我们旨在进行一项跨物种荟萃分析,以描绘可能是治疗关键靶点的保守生物途径。

方法

选择了九个关于大鼠、小鼠和人类的ADPKD微阵列数据集,这些数据集符合我们的研究标准。在考虑消除批次效应后进行种内联合分析。计算显著富集的基因本体(GO)生物学过程和京都基因与基因组百科全书(KEGG)途径,并观察它们的重叠情况。对于保守途径,观察生物模块和基因调控网络。此外,对在保守途径中发现的基因使用分子特征数据库(MSigDB)进行基因集富集分析(GSEA)。

结果

我们从人类、小鼠和大鼠中保守的显著富集的KEGG途径中获得了28个显著富集的GO过程模块和5个主要功能类别,这反过来表明影响囊肿形成、生长和进展的整体转录组扰动。从上调基因中获得的显著富集途径,如基因组不稳定性、内质网中的蛋白质定位和胰岛素抵抗,被发现调节囊肿的形成和生长,而血管生成、转化生长因子-β(TGF-β)、细胞粘附分子(CAMs)和感染相关途径的扰动表明囊肿因细胞粘附增加和炎症而进展。此外,网络揭示了途径之间的共享基因,例如内吞作用和TGF-β途径中的SMAD2和SMAD7。

结论

我们的研究表明囊肿的形成和进展是一组几个关键失调途径之间相互作用的结果。因此,有必要进一步开展转化研究,专注于开发用于治疗ADPKD的联合治疗方法。

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