scholarly journals Kidney Age Index (KAI): A novel age-related biomarker to estimate kidney function in patients with diabetic kidney disease using machine learning

2021 ◽  
Vol 211 ◽  
pp. 106434
Author(s):  
Sunil Belur Nagaraj ◽  
Lyanne M Kieneker ◽  
Michelle J Pena
Life ◽  
2021 ◽  
Vol 11 (6) ◽  
pp. 504
Author(s):  
Stefanos Roumeliotis ◽  
Panagiotis I. Georgianos ◽  
Athanasios Roumeliotis ◽  
Theodoros Eleftheriadis ◽  
Aikaterini Stamou ◽  
...  

Proteinuria is characterized by low accuracy for predicting onset and development of diabetic kidney disease (DKD) because it is not directly associated with molecular changes that promote DKD, but is a result of kidney damage. Oxidized low-density lipoprotein (ox-LDL) reflects oxidative stress and endothelial dysfunction, both underlying the development of proteinuria and loss of kidney function in DKD. We aimed to investigate whether ox-LDL modifies the association between proteinuria and progression of DKD in a cohort of 91 patients with proteinuric DKD and diabetic retinopathy, followed for 10 years. The primary endpoint was a combined kidney outcome of eGFR decline ≥30% or progression to end-stage kidney disease. After the end of the study, we considered the percentage change of eGFR over time as our secondary outcome. Proteinuria was associated with both outcomes, and ox-LDL amplified the magnitude of this link (p < 0.0001 for primary and p < 0.0001 for secondary outcome, respectively). After adjustment for duration of diabetes, history of cardiovascular disease and serum albumin, ox-LDL remained a significant effect modifier of the association between proteinuria and eGFR decline over time (p = 0.04). Our study shows that in proteinuric DKD, circulating ox-LDL levels amplified the magnitude of the association between proteinuria and progression of DKD.


2019 ◽  
Vol 95 (1) ◽  
pp. 178-187 ◽  
Author(s):  
Guozhi Jiang ◽  
Andrea On Yan Luk ◽  
Claudia Ha Ting Tam ◽  
Fangying Xie ◽  
Bendix Carstensen ◽  
...  

Author(s):  
Denisha R Spires ◽  
Oleg Palygin ◽  
Vladislav Levchenko ◽  
Elena Isaeva ◽  
Christine A. Klemens ◽  
...  

Diabetic kidney disease (DKD) is a common complication of diabetes, which frequently leads to end-stage renal failure and increases cardiovascular disease risk. Hyperglycemia promotes renal pathologies such as glomerulosclerosis, tubular hypertrophy, microalbuminuria, and a decline in glomerular filtration rate. Importantly, recent clinical data have demonstrated distinct sexual dimorphism in the pathogenesis of DKD in people with diabetes, which impacts both severity- and age-related risk factors. This study aimed to define sexual dimorphism and renal function in a non-obese type 2 diabetes model with the spontaneous development of advanced diabetic nephropathy (T2DN rats). T2DN rats at 12- and over 48-weeks old were used to define disease progression and kidney injury development. We found impaired glucose tolerance and glomerular hyperfiltration in T2DN rats to compare with non-diabetic Wistar control. The T2DN rat displays a significant sexual dimorphism in insulin resistance, plasma cholesterol, renal and glomerular injury, urinary nephrin shedding, and albumin handling. Our results indicate that both male and female T2DN rats developed non-obese type 2 DKD phenotype, where the females had significant protection from the development of severe forms of DKD. Our findings provide further evidence for the T2DN rat strain's effectiveness for studying the multiple facets of DKD.


2017 ◽  
Vol 33 (6) ◽  
pp. 1001-1009 ◽  
Author(s):  
Kevin M Wheelock ◽  
Pierre-Jean Saulnier ◽  
Stephanie K Tanamas ◽  
Pavithra Vijayakumar ◽  
E Jennifer Weil ◽  
...  

2015 ◽  
Vol 15 (9) ◽  
Author(s):  
Petter Bjornstad ◽  
David Z. Cherney ◽  
David M. Maahs

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