Workflow of the study.

<p>DE-podo, differentially expressed podocyte marker genes; LASSO, least absolute shrinkage and selection operator; RFE, recursive feature elimination; RF, random forest; GLM, generalized linear model; SVM, support vector machine; XGBoost, extreme gradient boosting; DKD: diabetic kidney diseas...

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Bibliographic Details
Main Author:	Hailin Li (453832) (author)
Other Authors:	Quhuan Li (9666770) (author), Zuyan Fan (13935363) (author), Yue Shen (132970) (author), Jiao Li (261359) (author), Fengxia Zhang (115332) (author)
Published:	2025
Subjects:	Biochemistry Cell Biology Molecular Biology Marine Biology Biological Sciences not elsewhere classified western blot confirmed significantly downregulated marker potential diagnostic biomarker ligand &# 8211 construct diagnostic models cell rna sequencing podocyte molecular markers dkd using single early dkd progression early dkd podocyte heterogeneity underlying mechanisms time pcr subcluster clustering present study multiple machine major cause learning algorithms interaction analysis functional differences enrichment analysis
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Workflow of the study.

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