Transcriptional networks of murine diabetic peripheral neuropathy and nephropathy: common and distinct gene expression patterns

被引:39
作者
Hur, Junguk [1 ,2 ]
O'Brien, Phillipe D. [2 ]
Nair, Viji [3 ]
Hinder, Lucy M. [2 ]
McGregor, Brett A. [1 ]
Jagadish, Hosagrahar V. [4 ]
Kretzler, Matthias [3 ]
Brosius, Frank C., III [3 ]
Feldman, Eva L. [2 ]
机构
[1] Univ N Dakota, Sch Med & Hlth Sci, Dept Biomed Sci, 501 North Columbia Rd Stop 9061, Grand Forks, ND 58203 USA
[2] Univ Michigan, Dept Neurol, 109 Zina Pitcher Pl, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Internal Med, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
Diabetic complications; Diabetic nephropathy; Diabetic peripheral neuropathy; Gene expression profiling; JAK-STAT; Janus kinase-signal transducer and activator of transcription; Microarray; Murine models; Systems biology; Transcriptional network analysis; MITOCHONDRIAL BIOENERGETICS; INSULIN-RESISTANCE; PATHWAY; IDENTIFICATION; ACTIVATION; COMPLICATIONS; MECHANISMS; INJURY; MOUSE; MODEL;
D O I
10.1007/s00125-016-3913-8
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims/hypothesis Diabetic peripheral neuropathy (DPN) and diabetic nephropathy (DN) are two common microvascular complications of type 1 and type 2 diabetes mellitus that are associated with a high degree of morbidity. In this study, using a variety of systems biology approaches, our aim was to identify common and distinct mechanisms underlying the pathogenesis of these two complications. Methods Our previously published transcriptomic datasets of peripheral nerve and kidney tissue, derived from murine models of type 1 diabetes (streptozotocin-injected mice) and type 2 diabetes (BKS-db/db mice) and their respective controls, were collected and processed using a unified analysis pipeline so that comparisons could be made. In addition to looking at genes and pathways dysregulated in individual datasets, pairwise comparisons across diabetes type and tissue type were performed at both gene and transcriptional network levels to complete our proposed objective. Results Gene-level analysis identified exceptionally high levels of concordant gene expression in DN (94% of 2,433 genes), but not in DPN (54% of 1,558 genes), between type 1 diabetes and type 2 diabetes. These results suggest that common pathogenic mechanisms exist in DN across diabetes type, while in DPN the mechanisms are more distinct. When these dysregulated genes were examined at the transcriptional network level, we found that the Janus kinase (JAK)-signal transducer and activator of transcription (STAT) pathway was significantly dysregulated in both complications, irrespective of diabetes type. Conclusions/interpretation Using a systems biology approach, our findings suggest that common pathogenic mechanisms exist in DN across diabetes type, while in DPN the mechanisms are more distinct. We also found that JAK-STAT signalling is commonly dysregulated among all datasets. Using such approaches, further investigation is warranted to determine whether the same changes are observed in patients with diabetic complications.
引用
收藏
页码:1297 / 1306
页数:10
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