ArticlePloS one
Nuclear Magnetic Resonance Metabolomic Profiling of Mouse Kidney, Urine and Serum Following Renal Ischemia/Reperfusion Injury.
Article in PloS one. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.
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Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.
- Preclinical models versus clinical renal ischemia reperfusion injury: A systematic review based on metabolic signatures.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2022Pooled it
- Dynamic, multiphase magnetic resonance imaging of in vivo physiological processes with long-lived hyperpolarizedScience advances · 2025Article
- Acute kidney injury through a metabolic lens: pathological reprogramming mechanisms and clinical translation potential.Frontiers in physiology · 2025Review
- New approaches to acute kidney injury.Clinical kidney journal · 2024Article
- Untargeted NMR-based metabolomics analysis of kidney allograft perfusates identifies a signature of delayed graft function.Metabolomics : Official journal of the Metabolomic Society · 2024Article
- Exploratory metabolomic analysis based on UHPLC-Q-TOF-MS/MS to study hypoxia-reoxygenation energy metabolic alterations in HK-2 cells.Renal failure · 2023Article
- Exploiting the mediating role of the metabolome to unravel transcript-to-phenotype associations.eLife · 2023Article
- Radiotherapy Advances in Renal Disease-Focus on Renal Ischemic Preconditioning.Bioengineering (Basel, Switzerland) · 2023Review
- Energy metabolic reprogramming regulates programmed cell death of renal tubular epithelial cells and might serve as a new therapeutic target for acute kidney injury.Frontiers in cell and developmental biology · 2023Review
- Serum tRNA-derived fragments as potential biomarkers in children with acute intussusception.Archives of medical science : AMS · 2023Article
- The metabolic pathway regulation in kidney injury and repair.Frontiers in physiology · 2023Review
- Urinary metabolomics to develop predictors for pediatric acute kidney injury.Pediatric nephrology (Berlin, Germany) · 2022Article
- Choline supplementation attenuates experimental sepsis-associated acute kidney injury.American journal of physiology. Renal physiology · 2022Article
- Metabolomic profiling demonstrates evidence for kidney and urine metabolic dysregulation in a piglet model of cardiac surgery-induced acute kidney injury.American journal of physiology. Renal physiology · 2022Article
- Serum metabolic profile of postoperative acute kidney injury following infant cardiac surgery with cardiopulmonary bypass.Pediatric nephrology (Berlin, Germany) · 2021Article
- Urinary Metabolome Analyses of Patients with Acute Kidney Injury Using Capillary Electrophoresis-Mass Spectrometry.Metabolites · 2021Article
- Effectiveness Assessment of a Modified Preservation Solution Containing Thyrotropin or Follitropin Based on Biochemical Analysis in Perfundates and Homogenates of Isolated Porcine Kidneys after Static Cold Storage.International journal of molecular sciences · 2021Article
- Normothermic Ex-vivo Kidney Perfusion in a Porcine Auto-Transplantation Model Preserves the Expression of Key Mitochondrial Proteins: An Unbiased Proteomics Analysis.Molecular & cellular proteomics : MCP · 2021Article
- Effects of Ischemia-Reperfusion on Tubular Cell Membrane Transporters and Consequences in Kidney Transplantation.Journal of clinical medicine · 2020Review
- Urinary NMR Profiling in Pediatric Acute Kidney Injury-A Pilot Study.International journal of molecular sciences · 2020Article
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIschemia/reperfusion (I/R) is the most common cause of acute kidney injury (AKI). Its pathophysiology remains unclear. Metabolomics is dedicated to identify metabolites involved in (patho)physiological changes of integrated living systems. Here, we performed 1H-Nuclear Magnetic Resonance metabolomics using urine, serum and kidney samples from a mouse model of renal I/R.
methodsRenal 30-min ischemia was induced in 12-week-old C57BL/6J male mice by bilaterally clamping vascular pedicles, and was followed by 6, 24 or 48-hour reperfusion (n = 12/group). Sham-operated mice were used as controls. Statistical discriminant analyses, i.e. principal component analysis and orthogonal projections to latent structures (OPLS-DA), were performed on urine, serum and kidney lysates at each time-point. Multivariate receiver operating characteristic (ROC) curves were drawn, and sensitivity and specificity were calculated from ROC confusion matrix (with averaged class probabilities across 100 cross-validations).
resultsUrine OPLS-DA analysis showed a net separation between I/R and sham groups, with significant variations in levels of taurine, di- and tri-methylamine, creatine and lactate. Such changes were observed as early as 6 hours post reperfusion. Major metabolome modifications occurred at 24h post reperfusion. At this time-point, correlation coefficients between urine spectra and conventional AKI biomarkers, i.e. serum creatinine and urea levels, reached 0.94 and 0.95, respectively. The area under ROC curve at 6h, 24h and 48h post surgery were 0.73, 0.98 and 0.97, respectively. Similar discriminations were found in kidney samples, with changes in levels of lactate, fatty acids, choline and taurine. By contrast, serum OPLS-DA analysis could not discriminate sham-operated from I/R-exposed animals.
conclusionsOur study demonstrates that renal I/R in mouse causes early and sustained metabolomic changes in urine and kidney composition. The most implicated pathways at 6h and 24h post reperfusion include gluconeogenesis, taurine and hypotaurine metabolism, whereas protein biosynthesis, glycolysis, and galactose and arginine metabolism are key at 48h post reperfusion.
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Registered trials
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