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Citations to this article

Tissue-specific metabolic reprogramming drives nutrient flux in diabetic complications
Kelli M. Sas, … , Frank C. Brosius III, Subramaniam Pennathur
Kelli M. Sas, … , Frank C. Brosius III, Subramaniam Pennathur
Published September 22, 2016
Citation Information: JCI Insight. 2016;1(15):e86976. https://doi.org/10.1172/jci.insight.86976.
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Research Article Metabolism Nephrology

Tissue-specific metabolic reprogramming drives nutrient flux in diabetic complications

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Abstract

Diabetes is associated with altered cellular metabolism, but how altered metabolism contributes to the development of diabetic complications is unknown. We used the BKS db/db diabetic mouse model to investigate changes in carbohydrate and lipid metabolism in kidney cortex, peripheral nerve, and retina. A systems approach using transcriptomics, metabolomics, and metabolic flux analysis identified tissue-specific differences, with increased glucose and fatty acid metabolism in the kidney, a moderate increase in the retina, and a decrease in the nerve. In the kidney, increased metabolism was associated with enhanced protein acetylation and mitochondrial dysfunction. To confirm these findings in human disease, we analyzed diabetic kidney transcriptomic data and urinary metabolites from a cohort of Southwestern American Indians. The urinary findings were replicated in 2 independent patient cohorts, the Finnish Diabetic Nephropathy and the Family Investigation of Nephropathy and Diabetes studies. Increased concentrations of TCA cycle metabolites in urine, but not in plasma, predicted progression of diabetic kidney disease, and there was an enrichment of pathways involved in glycolysis and fatty acid and amino acid metabolism. Our findings highlight tissue-specific changes in metabolism in complication-prone tissues in diabetes and suggest that urinary TCA cycle intermediates are potential prognostic biomarkers of diabetic kidney disease progression.

Authors

Kelli M. Sas, Pradeep Kayampilly, Jaeman Byun, Viji Nair, Lucy M. Hinder, Junguk Hur, Hongyu Zhang, Chengmao Lin, Nathan R. Qi, George Michailidis, Per-Henrik Groop, Robert G. Nelson, Manjula Darshi, Kumar Sharma, Jeffrey R. Schelling, John R. Sedor, Rodica Pop-Busui, Joel M. Weinberg, Scott A. Soleimanpour, Steven F. Abcouwer, Thomas W. Gardner, Charles F. Burant, Eva L. Feldman, Matthias Kretzler, Frank C. Brosius III, Subramaniam Pennathur

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Cell Death and Disease 2020
Evolution of altered tubular metabolism and mitochondrial function in sepsis-associated acute kidney injury
Y Li, N Nourbakhsh, H Pham, R Tham, JE Zuckerman, P Singh
American journal of physiology. Renal physiology 2020
Regulation of mitochondrial dynamics and energetics in the diabetic renal proximal tubule by the β 2 -adrenergic receptor agonist formoterol
KH Cleveland, FC Brosius, RG Schnellmann
American journal of physiology. Renal physiology 2020
Bariatric surgery and kidney disease outcomes in severely obese youth
P Bjornstad, E Nehus, D van Raalte
Seminars in Pediatric Surgery 2020
Shaping Up Mitochondria in Diabetic Nephropathy
K Mise, DL Galvan, FR Danesh
2020
Comprehensive assessment of mitochondrial respiratory function in freshly isolated nephron segments
A McCrimmon, M Domondon, RF Sultanova, DV Ilatovskaya, K Stadler
American journal of physiology. Renal physiology 2020
Sodium-Glucose Co-Transporter 2 Inhibitors Correct Metabolic Maladaptation of Proximal Tubular Epithelial Cells in High-Glucose Conditions
K Shirakawa, M Sano
International journal of molecular sciences 2020
Metabolic Dysregulation and Neurovascular Dysfunction in Diabetic Retinopathy
T Yumnamcha, M Guerra, LP Singh, AS Ibrahim
Antioxidants 2020
The PKM2 activator TEPP‐46 suppresses kidney fibrosis via inhibition of the EMT program and aberrant glycolysis associated with suppression of HIF‐1α accumulation
H Liu, Y Takagaki, A Kumagai, K Kanasaki, D Koya
Journal of Diabetes Investigation 2020
Risk Factors for Diabetic Peripheral Neuropathy and Cardiovascular Autonomic Neuropathy in the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study
BH Braffett, RA Gubitosi-Klug, JW Albers, EL Feldman, CL Martin, NH White, TJ Orchard, M Lopes-Virella, JM Lachin, R Pop-Busui
Diabetes 2020
The Prevalence and Determinants of Cognitive Deficits and Traditional Diabetic Complications in the Severely Obese
BC Callaghan, EL Reynolds, M Banerjee, E Chant, E Villegas-Umana, TW Gardner, K Votruba, B Giordani, R Pop-Busui, S Pennathur, EL Feldman
Diabetes care 2020
Short- and long-term effects of perinatal phthalate exposures on metabolic pathways in the mouse liver
K Neier, L Montrose, K Chen, MA Malloy, TR Jones, LK Svoboda, C Harris, PX Song, S Pennathur, MA Sartor, DC Dolinoy, T Shioda
Environmental Epigenetics 2020
Cyclin G2 regulates canonical Wnt signalling via interaction with Dapper1 to attenuate tubulointerstitial fibrosis in diabetic nephropathy
C Zhao, J Gao, S Li, Q Liu, X Hou, X Xing, D Wang, M Sun, S Wang, Y Luo
Journal of Cellular and Molecular Medicine 2020
SGLT2 Inhibition for CKD and Cardiovascular Disease in Type 2 Diabetes: Report of a Scientific Workshop Sponsored by the National Kidney Foundation
KR Tuttle, FC Brosius, MA Cavender, P Fioretto, KJ Fowler, HJ Heerspink, T Manley, DK McGuire, ME Molitch, AK Mottl, L Perreault, SE Rosas, P Rossing, L Sola, V Vallon, C Wanner, V Perkovic
Diabetes 2020
Organelle Stress and Crosstalk in Kidney Disease
S Hasegawa, R Inagi
2020
Metabolic and Non-metabolic Roles of Pyruvate Kinase M2 Isoform in Diabetic Retinopathy
A Rajala, K Soni, RV Rajala
Scientific Reports 2020
Selective knockdown of hexokinase 2 in rods leads to age-related photoreceptor degeneration and retinal metabolic remodeling
R Zhang, W Shen, J Du, MC Gillies
Cell Death and Disease 2020
A systematic integrative approach reveals novel microRNAs in diabetic nephropathy
F Kiyanpour, M Abedi, Y Gheisari
Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences 2020
Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
K Guo, SA Eid, SE Elzinga, C Pacut, EL Feldman, J Hur
Clinical Epigenetics 2020
Time-series proteomic study of the response of HK-2 cells to hyperglycemic, hypoxic diabetic-like milieu
A Valdés, M Castro-Puyana, C García-, FJ Lucio-Cazaña, ML Marina, F Theilig
PloS one 2020
Increased lipogenesis and impaired beta-oxidation predict type 2 diabetic kidney disease progression in American Indians
Farsad Afshinnia, Viji Nair, Jiahe Lin, Thekkelnaycke Rajendiran, Tanu Soni, Jaeman Byun, Kumar Sharma, Patrice Fort, Thomas Gardner, Helen C. Looker, Robert Nelson, Frank C. Brosius, Eva L. Feldman, George Michailidis, Matthias Kretzler, Subramaniam Pennathur
JCI Insight 2019
NMR metabolomics identifies over 60 biomarkers associated with Type II Diabetes impairment in db/db mice
M Mora-Ortiz, PN Ramos, A Oregioni, SP Claus
Metabolomics 2019
New insights into the mechanisms of diabetic complications: role of lipids and lipid metabolism
S Eid, KM Sas, SF Abcouwer, EL Feldman, TW Gardner, S Pennathur, PE Fort
Diabetologia 2019
Application of differential mobility-mass spectrometry for untargeted human plasma metabolomic analysis
S Wernisch, S Pennathur
Analytical and Bioanalytical Chemistry 2019
Glomerular expression pattern of long non-coding RNAs in the type 2 diabetes mellitus BTBR mouse model
S Reichelt-Wurm, T Wirtz, D Chittka, M Lindenmeyer, RM Reichelt, S Beck, P Politis, A Charonis, M Kretz, TB Huber, S Liu, B Banas, MC Banas
Scientific Reports 2019
Post-Exertional Malaise Is Associated with Hypermetabolism, Hypoacetylation and Purine Metabolism Deregulation in ME/CFS Cases
NR McGregor, CW Armstrong, DP Lewis, PR Gooley
Diagnostics 2019
Molecular mechanisms of retinal ischemia
SD Fortmann, MB Grant
Current Opinion in Physiology 2019
Pathway crosstalk perturbation network modeling for identification of connectivity changes induced by diabetic neuropathy and pioglitazone
G de Anda-Jáuregui, K Guo, BA McGregor, EL Feldman, J Hur
BMC Systems Biology 2019
Mitochondrial uncoupling has no effect on microvascular complications in type 2 diabetes
LM Hinder, KM Sas, PD OBrien, C Backus, P Kayampilly, JM Hayes, C Lin, H Zhang, S Shanmugam, AE Rumora, SF Abcouwer, FC Brosius, S Pennathur, EL Feldman
Scientific Reports 2019
Enrichment of Short-Chain Ceramides and Free Fatty Acids in the Skin Epidermis, Liver, and Kidneys of db/db Mice, a Type 2 Diabetes Mellitus Model
M Kim, H Jeong, B Lee, Y Cho, WK Yoon, A Cho, G Kwon, KT Nam, H Ha, KM Lim
Biomolecules and Therapeutics 2019
Proximal Tubular Cell–Specific Ablation of Carnitine Acetyltransferase Causes Tubular Disease and Secondary Glomerulosclerosis
C Kruger, TT Nguyen, C Breaux, A Guillory, M Mangelli, KT Fridianto, JP Kovalik, DH Burk, RC Noland, R Mynatt, K Stadler
Diabetes 2019
Optical coherence tomography angiography analysis of the choriocapillary layer in treatment-naïve diabetic eyes
J Yang, E Wang, X Zhao, S Xia, M Yuan, H Chen, X Zhang, Y Chen
Graefe's Archive for Clinical and Experimental Ophthalmology 2019
Fumarase Overexpression Abolishes Hypertension Attributable to endothelial NO synthase Haploinsufficiency in Dahl Salt-Sensitive Rats
H Xue, AM Geurts, K Usa, F Wang, Y Lin, J Phillips, L Henderson, MA Baker, Z Tian, M Liang
Hypertension 2019
Impaired Amino Acid and TCA Metabolism and Cardiovascular Autonomic Neuropathy Progression in Type 1 Diabetes
AV Mathew, M Jaiswal, L Ang, G Michailidis, S Pennathur, R Pop-Busui
Diabetes 2019
Impact of Diabetic Stress Conditions on Renal Cell Metabolome
Lagies, Bork, Kaminski, Troendle, Zimmermann, Huber, Walz, Lienkamp, Kammerer
Cells 2019
Differences in proximal tubular solute clearance across common etiologies of chronic kidney disease
K Wang, LR Zelnick, AN Hoofnagle, Y Chen, IH de Boer, J Himmelfarb, B Kestenbaum
Nephrology Dialysis Transplantation 2019
Disorders of mitochondrial dynamics in peripheral neuropathy: Clues from hereditary neuropathy and diabetes.
Rumora AE, Savelieff MG, Sakowski SA, Feldman EL
International review of neurobiology 2019
Mitochondrial dysfunction in diabetic kidney disease
JM Forbes, DR Thorburn
Nature Reviews Nephrology 2018
The Warburg Effect in Diabetic Kidney Disease
G Zhang, M Darshi, K Sharma
Seminars in Nephrology 2018
Role of the Pyruvate Dehydrogenase Complex in Metabolic Remodeling: Differential Pyruvate Dehydrogenase Complex Functions in Metabolism
S Park, JH Jeon, BK Min, CM Ha, T Thoudam, BY Park, IK Lee
Diabetes & Metabolism Journal 2018
Insulin-like growth factor-1 activates AMPK to augment mitochondrial function and correct neuronal metabolism in sensory neurons in type 1 diabetes
MR Aghanoori, DR Smith, S Shariati-Ievari, A Ajisebutu, A Nguyen, F Desmond, CH Jesus, X Zhou, NA Calcutt, M Aliani, P Fernyhough
Molecular Metabolism 2018
An integrative systems biology approach for precision medicine in diabetic kidney disease
S Mulder, H Hamidi, M Kretzler, W Ju
Diabetes, obesity & metabolism 2018
Dyslipidemia impairs mitochondrial trafficking and function in sensory neurons
AE Rumora, SI Lentz, LM Hinder, SW Jackson, A Valesano, GE Levinson, EL Feldman
The FASEB Journal 2018
R(+)-Thioctic Acid Effects on Oxidative Stress and Peripheral Neuropathy in Type II Diabetic Patients: Preliminary Results by Electron Paramagnetic Resonance and Electroneurography
S Mrakic-Sposta, A Vezzoli, L Maderna, F Gregorini, M Montorsi, S Moretti, F Greco, E Cova, M Gussoni
Oxidative medicine and cellular longevity 2018
Metabolic pathways and immunometabolism in rare kidney diseases
PC Grayson, S Eddy, JN Taroni, YL Lightfoot, L Mariani, H Parikh, MT Lindenmeyer, W Ju, CS Greene, B Godfrey, CD Cohen, J Krischer, M Kretzler, PA Merkel
Annals of the rheumatic diseases 2018
Risk factors for retinal microvascular impairment in type 2 diabetic patients without diabetic retinopathy
DH Lee, HC Yi, SH Bae, JH Cho, SW Choi, H Kim, RA Malik
PloS one 2018
FXR/TGR5 Dual Agonist Prevents Progression of Nephropathy in Diabetes and Obesity
XX Wang, D Wang, Y Luo, K Myakala, E Dobrinskikh, AZ Rosenberg, J Levi, JB Kopp, A Field, A Hill, S Lucia, L Qiu, T Jiang, Y Peng, D Orlicky, G Garcia, M Herman-Edelstein, V DAgati, K Henriksen, L Adorini, M Pruzanski, C Xie, KW Krausz, FJ Gonzalez, S Ranjit, A Dvornikov, E Gratton, M Levi
Journal of the American Society of Nephrology : JASN 2017
CD36 in chronic kidney disease: novel insights and therapeutic opportunities
X Yang, DM Okamura, X Lu, Y Chen, J Moorhead, Z Varghese, XZ Ruan
Nature Reviews Nephrology 2017
Kidney triglyceride accumulation in the fasted mouse is dependent upon serum free fatty acids
D Scerbo, NH Son, A Sirwi, L Zeng, KM Sas, V Cifarelli, G Schoiswohl, LA Huggins, N Gumaste, Y Hu, S Pennathur, NA Abumrad, EE Kershaw, MM Hussain, K Susztak, IJ Goldberg
Journal of lipid research 2017
Impaired β -Oxidation and Altered Complex Lipid Fatty Acid Partitioning with Advancing CKD
F Afshinnia, TM Rajendiran, T Soni, J Byun, S Wernisch, KM Sas, J Hawkins, K Bellovich, D Gipson, G Michailidis, S Pennathur
Journal of the American Society of Nephrology : JASN 2017
Shared and distinct lipid-lipid interactions in plasma and affected tissues in a diabetic mouse model
KM Sas, J Lin, TM Rajendiran, T Soni, V Nair, LM Hinder, HV Jagadish, TW Gardner, SF Abcouwer, FC Brosius, EL Feldman, M Kretzler, G Michailidis, S Pennathur
Journal of lipid research 2017
Vascular complications in diabetes: old messages, new thoughts
JM Forbes, AK Fotheringham
Diabetologia 2017
Insulin prevents aberrant mitochondrial phenotype in sensory neurons of type 1 diabetic rats
MR Aghanoori, DR Smith, SR Chowdhury, MG Sabbir, NA Calcutt, P Fernyhough
Experimental Neurology 2017
Diabetic retinopathy: research to clinical practice
AR Shah, TW Gardner
Clinical Diabetes and Endocrinology 2017
Comparative RNA-Seq transcriptome analyses reveal distinct metabolic pathways in diabetic nerve and kidney disease
LM Hinder, M Park, AE Rumora, J Hur, F Eichinger, S Pennathur, M Kretzler, FC Brosius, EL Feldman
Journal of Cellular and Molecular Medicine 2017
Glycolytic adaptation and progression of kidney disease
TJ Rabelink, P Carmeliet
Nature Reviews Nephrology 2017
Pulmonary surfactant: an immunological perspective
ZC Chroneos, Z Sever-Chroneos, VL Shepherd
Cellular physiology and biochemistry : international journal of experimental cellular physiology, biochemistry, and pharmacology 2009

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