[HTML][HTML] Machine-learning algorithm-based prediction of a diagnostic model based on oxidative stress-related genes involved in immune infiltration in diabetic …
HM Zhu, N Liu, DX Sun, L Luo - Frontiers in Immunology, 2023 - frontiersin.org
Diabetic nephropathy (DN) is the most prevalent microvascular consequence of diabetes
and has recently risen to the position of the world's second biggest cause of end-stage renal …
and has recently risen to the position of the world's second biggest cause of end-stage renal …
Identification of key immune‐related genes and immune infiltration in diabetic nephropathy based on machine learning algorithms
Y Sun, W Dai, W He - IET Systems Biology, 2023 - Wiley Online Library
Background Diabetic nephropathy (DN) is a complication of diabetes. This study aimed to
identify potential diagnostic markers of DN and explore the significance of immune cell …
identify potential diagnostic markers of DN and explore the significance of immune cell …
[HTML][HTML] Identification of diagnostic gene biomarkers and immune infiltration in patients with diabetic kidney disease using machine learning strategies and …
S Fu, Y Cheng, X Wang, J Huang, S Su, H Wu… - Frontiers in …, 2022 - frontiersin.org
Objective Diabetic kidney disease (DKD) is the leading cause of chronic kidney disease and
end-stage renal disease worldwide. Early diagnosis is critical to prevent its progression. The …
end-stage renal disease worldwide. Early diagnosis is critical to prevent its progression. The …
[HTML][HTML] Bioinformatics analysis identifies diagnostic biomarkers and their correlation with immune infiltration in diabetic nephropathy
M Huang, Z Zhu, C Nong, Z Liang, J Ma… - Annals of Translational …, 2022 - ncbi.nlm.nih.gov
Background Diabetic nephropathy (DN) is a major cause of end-stage renal disease
(ESRD). Currently, microalbuminuria is mainly used as a diagnostic indicator of DN, but …
(ESRD). Currently, microalbuminuria is mainly used as a diagnostic indicator of DN, but …
[HTML][HTML] Predicting diagnostic gene expression profiles associated with immune infiltration in patients with lupus nephritis
L Wang, Z Yang, H Yu, W Lin, R Wu, H Yang… - Frontiers in …, 2022 - frontiersin.org
Objective To identify potential diagnostic markers of lupus nephritis (LN) based on
bioinformatics and machine learning and to explore the significance of immune cell …
bioinformatics and machine learning and to explore the significance of immune cell …
[HTML][HTML] Identification and validation of immune-related biomarkers and potential regulators and therapeutic targets for diabetic kidney disease
S Chen, B Li, L Chen, H Jiang - BMC Medical Genomics, 2023 - Springer
Background Diabetic kidney disease (DKD) is a major complication of diabetes and the
leading cause of end-stage renal disease worldwide. Renal inflammation and infiltration of …
leading cause of end-stage renal disease worldwide. Renal inflammation and infiltration of …
[HTML][HTML] Identification of diagnostic markers related to oxidative stress and inflammatory response in diabetic kidney disease by machine learning algorithms: Evidence …
M Zhong, E Zhu, N Li, L Gong, H Xu, Y Zhong… - Frontiers in …, 2023 - frontiersin.org
Introduction Diabetic kidney disease (DKD) is a long-term complication of diabetes and
causes renal microvascular disease. It is also one of the main causes of end-stage renal …
causes renal microvascular disease. It is also one of the main causes of end-stage renal …
Identification of fibronectin 1 (FN1) and complement component 3 (C3) as immune infiltration-related biomarkers for diabetic nephropathy using integrated …
Y Wang, M Zhao, Y Zhang - Bioengineered, 2021 - Taylor & Francis
Immune cell infiltration (ICI) plays a pivotal role in the development of diabetic nephropathy
(DN). Evidence suggests that immune-related genes play an important role in the initiation of …
(DN). Evidence suggests that immune-related genes play an important role in the initiation of …
[HTML][HTML] Identification and verification of diagnostic biomarkers for glomerular injury in diabetic nephropathy based on machine learning algorithms
H Han, Y Chen, H Yang, W Cheng, S Zhang… - Frontiers in …, 2022 - frontiersin.org
Diabetic nephropathy (DN) is regarded as the leading cause of end-stage renal disease
worldwide and lacks novel therapeutic targets. To screen and verify special biomarkers for …
worldwide and lacks novel therapeutic targets. To screen and verify special biomarkers for …
[HTML][HTML] Identification of a novel immune landscape signature as effective diagnostic markers related to immune cell infiltration in diabetic nephropathy
H Zhou, L Mu, Z Yang, Y Shi - Frontiers in Immunology, 2023 - frontiersin.org
Background The study aimed to identify core biomarkers related to diagnosis and immune
microenvironment regulation and explore the immune molecular mechanism of diabetic …
microenvironment regulation and explore the immune molecular mechanism of diabetic …
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