Institute of Metabolomic Medicine.
J Am Soc Nephrol. 2013 Nov;24(11):1901-12. doi: 10.1681/ASN.2013020126. Epub 2013 Oct 10.
Diabetic kidney disease is the leading cause of ESRD, but few biomarkers of diabetic kidney disease are available. This study used gas chromatography-mass spectrometry to quantify 94 urine metabolites in screening and validation cohorts of patients with diabetes mellitus (DM) and CKD(DM+CKD), in patients with DM without CKD (DM-CKD), and in healthy controls. Compared with levels in healthy controls, 13 metabolites were significantly reduced in the DM+CKD cohorts (P≤0.001), and 12 of the 13 remained significant when compared with the DM-CKD cohort. Many of the differentially expressed metabolites were water-soluble organic anions. Notably, organic anion transporter-1 (OAT1) knockout mice expressed a similar pattern of reduced levels of urinary organic acids, and human kidney tissue from patients with diabetic nephropathy demonstrated lower gene expression of OAT1 and OAT3. Analysis of bioinformatics data indicated that 12 of the 13 differentially expressed metabolites are linked to mitochondrial metabolism and suggested global suppression of mitochondrial activity in diabetic kidney disease. Supporting this analysis, human diabetic kidney sections expressed less mitochondrial protein, urine exosomes from patients with diabetes and CKD had less mitochondrial DNA, and kidney tissues from patients with diabetic kidney disease had lower gene expression of PGC1α (a master regulator of mitochondrial biogenesis). We conclude that urine metabolomics is a reliable source for biomarkers of diabetic complications, and our data suggest that renal organic ion transport and mitochondrial function are dysregulated in diabetic kidney disease.
糖尿病肾病是终末期肾病的主要原因,但目前可用的糖尿病肾病生物标志物很少。本研究使用气相色谱-质谱联用技术对糖尿病伴慢性肾脏病(DM+CKD)、单纯糖尿病(DM-CKD)患者及健康对照者的筛查和验证队列中的 94 种尿液代谢物进行定量分析。与健康对照组相比,DM+CKD 组中有 13 种代谢物的水平显著降低(P≤0.001),与 DM-CKD 组相比,其中 12 种代谢物仍有显著差异。许多差异表达的代谢物是水溶性有机阴离子。值得注意的是,有机阴离子转运蛋白 1(OAT1)敲除小鼠表达出类似的尿液有机酸水平降低的模式,且糖尿病肾病患者的人肾组织中 OAT1 和 OAT3 的基因表达水平较低。生物信息学数据分析表明,13 种差异表达代谢物中的 12 种与线粒体代谢有关,并提示糖尿病肾病中存在线粒体活性的全面抑制。这一分析得到了支持,人糖尿病肾病组织中表达的线粒体蛋白较少,糖尿病和 CKD 患者的尿液外泌体中含有较少的线粒体 DNA,且糖尿病肾病患者的肾组织中 PGC1α(线粒体生物发生的主要调节因子)的基因表达较低。我们的结论是,尿液代谢组学是糖尿病并发症生物标志物的可靠来源,我们的数据表明,糖尿病肾病中肾脏有机离子转运和线粒体功能失调。