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Open AccessJournal ArticleDOI

Metabolomics Reveals Signature of Mitochondrial Dysfunction in Diabetic Kidney Disease

TLDR
It is concluded that urine metabolomics is a reliable source for biomarkers of diabetic complications, and the data suggest that renal organic ion transport and mitochondrial function are dysregulated in diabetic kidney disease.
Abstract
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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Journal ArticleDOI

Diabetic kidney disease

TL;DR: What is now known about the molecular pathogenesis of CKD in patients with diabetes and the key pathways and targets implicated in its progression are summarized and the opportunities to develop new interventions through urgently needed investment in dedicated and focused research are explored.
Journal ArticleDOI

What do drug transporters really do

TL;DR: Evidence is discussed for the roles of ABC and SLC transporters in the handling of diverse substrates, including metabolites, antioxidants, signalling molecules, hormones, nutrients and neurotransmitters, which may help to clarify disease mechanisms, drug–metabolite interactions and drug effects relevant to diabetes, chronic kidney disease, metabolic syndrome, hypertension, gout, liver disease, neuropsychiatric disorders, inflammatory syndromes and organ injury.
Journal ArticleDOI

The Organic Anion Transporter (OAT) Family: A Systems Biology Perspective

TL;DR: According to the "Remote Sensing and Signaling Hypothesis," which is elaborated in detail here, Oats may function in remote interorgan communication by regulating levels of signaling molecules and key metabolites in tissues and body fluids.
References
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Journal ArticleDOI

Controlling the false discovery rate: a practical and powerful approach to multiple testing

TL;DR: In this paper, a different approach to problems of multiple significance testing is presented, which calls for controlling the expected proportion of falsely rejected hypotheses -the false discovery rate, which is equivalent to the FWER when all hypotheses are true but is smaller otherwise.
Journal ArticleDOI

Non-CpG methylation of the PGC-1alpha promoter through DNMT3B controls mitochondrial density.

TL;DR: Using whole-genome promoter methylation analysis of skeletal muscle from normal glucose-tolerant and type 2 diabetic subjects, cytosine hypermethylation of peroxisome proliferator-activated receptor gamma (PPARgamma) coactivator-1 alpha (PGC-1alpha) in diabetic subjects is identified and link DNMT3B to the acute fatty-acid-induced non-CpG methylation of PGC- 1alpha promoter.
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