Department of Medicine, Division of Nephrology, Albert Einstein College of Medicine, Bronx, New York, USA.
Diabetes. 2011 Sep;60(9):2354-69. doi: 10.2337/db10-1181. Epub 2011 Jul 13.
Diabetic kidney disease (DKD) is the single leading cause of kidney failure in the U.S., for which a cure has not yet been found. The aim of our study was to provide an unbiased catalog of gene-expression changes in human diabetic kidney biopsy samples.
Affymetrix expression arrays were used to identify differentially regulated transcripts in 44 microdissected human kidney samples. DKD samples were significant for their racial diversity and decreased glomerular filtration rate (~25-35 mL/min). Stringent statistical analysis, using the Benjamini-Hochberg corrected two-tailed t test, was used to identify differentially expressed transcripts in control and diseased glomeruli and tubuli. Two different web-based algorithms were used to define differentially regulated pathways.
We identified 1,700 differentially expressed probesets in DKD glomeruli and 1,831 in diabetic tubuli, and 330 probesets were commonly differentially expressed in both compartments. Pathway analysis highlighted the regulation of Ras homolog gene family member A, Cdc42, integrin, integrin-linked kinase, and vascular endothelial growth factor signaling in DKD glomeruli. The tubulointerstitial compartment showed strong enrichment for inflammation-related pathways. The canonical complement signaling pathway was determined to be statistically differentially regulated in both DKD glomeruli and tubuli and was associated with increased glomerulosclerosis even in a different set of DKD samples.
Our studies have cataloged gene-expression regulation and identified multiple novel genes and pathways that may play a role in the pathogenesis of DKD or could serve as biomarkers.
糖尿病肾病(DKD)是美国导致肾衰竭的单一主要原因,目前尚未找到治愈方法。我们的研究旨在提供人类糖尿病肾脏活检样本中基因表达变化的无偏目录。
使用 Affymetrix 表达谱芯片来鉴定 44 个微切割的人类肾脏样本中的差异调节转录物。DKD 样本的特点是种族多样性和肾小球滤过率降低(~25-35 mL/min)。使用经 Benjamini-Hochberg 校正的双尾 t 检验进行严格的统计分析,以鉴定对照和病变肾小球和肾小管中的差异表达转录物。使用两种不同的基于网络的算法来定义差异调节的途径。
我们在 DKD 肾小球中鉴定出 1700 个差异表达探针,在糖尿病肾小管中鉴定出 1831 个,在这两个隔室中共有 330 个探针差异表达。途径分析突出了 Ras 同源基因家族成员 A、Cdc42、整合素、整合素连接激酶和血管内皮生长因子信号在 DKD 肾小球中的调节作用。肾小管间质隔室显示出强烈的炎症相关途径富集。经典补体信号通路被确定在 DKD 肾小球和肾小管中均有统计学差异调节,并且与肾小球硬化的增加有关,即使在另一组 DKD 样本中也是如此。
我们的研究已经编目了基因表达调控,并确定了多个可能在 DKD 发病机制中发挥作用或可作为生物标志物的新基因和途径。