Metabolomics Reveals Signature of Mitochondrial Dysfunction in Diabetic Kidney Disease

肾脏疾病 糖尿病 内科学 内分泌学 疾病 医学 签名(拓扑) 代谢组学 病理 生物 生物信息学 几何学 数学
作者
Kumar Sharma,Bethany E. Karl,Anna V. Mathew,Jon A. Gangoiti,Christina L. Wassel,Rintaro Saito,Minya Pu,Shoba Sharma,Young-Hyun You,Lin Wang,Maggie K. Diamond-Stanic,Maja T. Lindenmeyer,Carol Forsblom,Wei Wu,Joachim H. Ix,Trey Ideker,Jeffrey B. Kopp,Sanjay K. Nigám,Clemens D. Cohen,Per‐Henrik Groop
出处
期刊:Journal of The American Society of Nephrology 卷期号:24 (11): 1901-1912 被引量:557
标识
DOI:10.1681/asn.2013020126
摘要

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.
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