TY - JOUR
T1 - Systems biology analysis reveals role of MDM2 in diabetic nephropathy
AU - Saito, Rintaro
AU - Rocanin-Arjo, Anaïs
AU - You, Young Hyun
AU - Darshi, Manjula
AU - Van Espen, Benjamin
AU - Miyamoto, Satoshi
AU - Pham, Jessica
AU - Pu, Minya
AU - Romoli, Simone
AU - Natarajan, Loki
AU - Ju, Wenjun
AU - Kretzler, Matthias
AU - Nelson, Robert
AU - Ono, Keiichiro
AU - Thomasova, Dana
AU - Mulay, Shrikant R.
AU - Ideker, Trey
AU - D’Agati, Vivette
AU - Beyret, Ergin
AU - Izpisua Belmonte, Juan Carlos
AU - Anders, Hans Joachim
AU - Sharma, Kumar
N1 - Publisher Copyright:
© 2016 American Society for Clinical Investigation. All rights reserved.
PY - 2016/10/20
Y1 - 2016/10/20
N2 - To derive new insights in diabetic complications, we integrated publicly available human protein-protein interaction (PPI) networks with global metabolic networks using metabolomic data from patients with diabetic nephropathy. We focused on the participating proteins in the network that were computationally predicted to connect the urine metabolites. MDM2 had the highest significant number of PPI connections. As validation, significant downregulation of MDM2 gene expression was found in both glomerular and tubulointerstitial compartments of kidney biopsy tissue from 2 independent cohorts of patients with diabetic nephropathy. In diabetic mice, chemical inhibition of MDM2 with Nutlin-3a led to reduction in the number of podocytes, increased blood urea nitrogen, and increased mortality. Addition of Nutlin-3a decreased WT1+ cells in embryonic kidneys. Both podocyte- and tubule-specific MDM2-knockout mice exhibited severe glomerular and tubular dysfunction, respectively. Interestingly, the only 2 metabolites that were reduced in both podocyte and tubule-specific MDM2-knockout mice were 3-methylcrotonylglycine and uracil, both of which were also reduced in human diabetic kidney disease. Thus, our bioinformatics tool combined with multi-omics studies identified an important functional role for MDM2 in glomeruli and tubules of the diabetic nephropathic kidney and links MDM2 to a reduction in 2 key metabolite biomarkers.
AB - To derive new insights in diabetic complications, we integrated publicly available human protein-protein interaction (PPI) networks with global metabolic networks using metabolomic data from patients with diabetic nephropathy. We focused on the participating proteins in the network that were computationally predicted to connect the urine metabolites. MDM2 had the highest significant number of PPI connections. As validation, significant downregulation of MDM2 gene expression was found in both glomerular and tubulointerstitial compartments of kidney biopsy tissue from 2 independent cohorts of patients with diabetic nephropathy. In diabetic mice, chemical inhibition of MDM2 with Nutlin-3a led to reduction in the number of podocytes, increased blood urea nitrogen, and increased mortality. Addition of Nutlin-3a decreased WT1+ cells in embryonic kidneys. Both podocyte- and tubule-specific MDM2-knockout mice exhibited severe glomerular and tubular dysfunction, respectively. Interestingly, the only 2 metabolites that were reduced in both podocyte and tubule-specific MDM2-knockout mice were 3-methylcrotonylglycine and uracil, both of which were also reduced in human diabetic kidney disease. Thus, our bioinformatics tool combined with multi-omics studies identified an important functional role for MDM2 in glomeruli and tubules of the diabetic nephropathic kidney and links MDM2 to a reduction in 2 key metabolite biomarkers.
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U2 - 10.1172/jci.insight.87877
DO - 10.1172/jci.insight.87877
M3 - Article
C2 - 27777973
AN - SCOPUS:85055607847
SN - 2379-3708
VL - 1
JO - JCI Insight
JF - JCI Insight
IS - 17
M1 - e87877
ER -