Prediction and Risk Stratification of Cardiovascular Disease in Diabetic Kidney Disease Patients

Prediction and Risk Stratification of Cardiovascular Disease in Diabetic Kidney Disease Patients

BackgroundDiabetic kidney disease (DKD) patients are facing an extremely high risk of cardiovascular disease (CVD), which is a major cause of death for DKD patients. We aimed to build a deep learning model to predict CVD risk among DKD patients and perform risk stratifying, which could help them per...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Jingjing Ren, Dongwei Liu, Guangpu Li, Jiayu Duan, Jiancheng Dong, Zhangsuo Liu
Format:	Artykuł
Język:	English
Wydane:	Frontiers Media S.A. 2022-06-01
Seria:	Frontiers in Cardiovascular Medicine
Hasła przedmiotowe:	machine learning diabetic kidney disease cardiovascular disease prediction model risk stratification
Dostęp online:	https://www.frontiersin.org/articles/10.3389/fcvm.2022.923549/full

Podobne zapisy

Integrated analysis for treatment scheme of sodium–glucose cotransporter 2 inhibitors in patients with diabetic kidney disease: a real-world study
od: Li Fang, i wsp.
Wydane: (2023-04-01)

A 10-year retrospective cohort of diabetic patients in a large medical institution: Utilizing multiple machine learning models for diabetic kidney disease prediction
od: Guangpu Li, i wsp.
Wydane: (2024-07-01)

Integrative Analysis of m6A Regulator-Mediated RNA Methylation Modification Patterns and Immune Characteristics in Lupus Nephritis
od: Huanhuan Zhao, i wsp.
Wydane: (2021-09-01)

Relationship between serum iPTH and peritonitis episodes in patients undergoing continuous ambulatory peritoneal dialysis
od: Zihao Zhao, i wsp.
Wydane: (2023-03-01)

Corrigendum: Relationship between serum iPTH and peritonitis episodes in patients undergoing continuous ambulatory peritoneal dialysis
od: Zihao Zhao, i wsp.
Wydane: (2023-05-01)

Integrated analysis of RNA methylation regulators crosstalk and immune infiltration for predictive and personalized therapy of diabetic nephropathy
od: Jia Li, i wsp.
Wydane: (2023-02-01)

Integrated analysis of potential gene crosstalk between non-alcoholic fatty liver disease and diabetic nephropathy
od: Qianqian Yan, i wsp.
Wydane: (2022-10-01)

Novel immune cross-talk between inflammatory bowel disease and IgA nephropathy
od: Qianqian Yan, i wsp.
Wydane: (2024-12-01)

The intervention of cannabinoid receptor in chronic and acute kidney disease animal models: a systematic review and meta-analysis
od: Zihao Zhao, i wsp.
Wydane: (2024-02-01)

Stem cells: a potential treatment option for kidney diseases
od: Dongwei Liu, i wsp.
Wydane: (2020-06-01)

Telitacicept for autoimmune nephropathy
od: Jingjing Cai, i wsp.
Wydane: (2023-06-01)

Integration of Metabolomics and Proteomics in Exploring the Endothelial Dysfunction Mechanism Induced by Serum Exosomes From Diabetic Retinopathy and Diabetic Nephropathy Patients
od: Jing Yang, i wsp.
Wydane: (2022-03-01)

Diabetic Nephropathy: Perspective on Extracellular Vesicles
od: Yanfang Lu, i wsp.
Wydane: (2020-06-01)

Relationships of beans intake with chronic kidney disease in rural adults: A large-scale cross-sectional study
od: Lei Yin, i wsp.
Wydane: (2023-04-01)

The Road from AKI to CKD: Molecular Mechanisms and Therapeutic Targets of Ferroptosis
od: Runzhi Guo, i wsp.
Wydane: (2023-07-01)

NLRP3-mediated pyroptosis in diabetic nephropathy
od: Jiayi Wan, i wsp.
Wydane: (2022-10-01)

Role of ferroptosis in chronic kidney disease
od: Shiyang Li, i wsp.
Wydane: (2024-02-01)

The Interplay of Renin-Angiotensin System and Toll-Like Receptor 4 in the Inflammation of Diabetic Nephropathy
od: Qi Feng, i wsp.
Wydane: (2020-01-01)

The key mediator of diabetic kidney disease: Potassium channel dysfunction
od: Jia Guo, i wsp.
Wydane: (2024-07-01)

Ferroptosis: A new insight for treatment of acute kidney injury
od: Shiyang Li, i wsp.
Wydane: (2022-11-01)

Metabolomic profiling reveals the step-wise alteration of bile acid metabolism in patients with diabetic kidney disease
od: Qing Zhang, i wsp.
Wydane: (2024-10-01)

Lysine Acetylation in the Proteome of Renal Tubular Epithelial Cells in Diabetic Nephropathy
od: Jiayi Wan, i wsp.
Wydane: (2021-11-01)

Mechanistic Pathogenesis of Endothelial Dysfunction in Diabetic Nephropathy and Retinopathy
od: Jing Yang, i wsp.
Wydane: (2022-05-01)

A Novel Perspective Linkage Between Kidney Function and Alzheimer’s Disease
od: Yan Shi, i wsp.
Wydane: (2018-10-01)

GSTT1/GSTM1 deficiency aggravated cisplatin-induced acute kidney injury via ROS-triggered ferroptosis
od: Peipei Li, i wsp.
Wydane: (2024-09-01)

Identification of serum biomarkers for chronic kidney disease using serum metabolomics
od: Xi Gu, i wsp.
Wydane: (2024-12-01)

Alterations of the Human Gut Microbiome in Chronic Kidney Disease
od: Zhigang Ren, i wsp.
Wydane: (2020-10-01)

Stability of important antibodies for kidney disease: pre-analytic methodological considerations
od: Qiuxia Han, i wsp.
Wydane: (2018-07-01)

Advancing early detection of organ damage and cardiovascular risk prevention: the Suzhou cardiometabolic health study protocol - exploring the role of oral microbiome and metabolic profiling in risk stratification
od: Mengmeng Zhu, i wsp.
Wydane: (2025-02-01)

The Expression of Tristetraprolin and Its Relationship with Urinary Proteins in Patients with Diabetic Nephropathy.
od: Fengxun Liu, i wsp.
Wydane: (2015-01-01)

Erratum
od: Zhangsuo Liu
Wydane: (2020-08-01)

Articulatory phonetic features for improved speech recognition
od: Huang, Guangpu.
Wydane: (2013)

The value of ultrasonographic factors in predicting cesarean following induction
od: Guangpu Liu, i wsp.
Wydane: (2024-10-01)

Sepsis-Associated Acute Kidney Injury
od: Dong Wang, i wsp.
Wydane: (2023-08-01)

New Insights into Diabetic Kidney Disease: The Potential Pathogenesis and Therapeutic Targets
od: Wei Jing Liu, i wsp.
Wydane: (2017-01-01)

Prognostic role of lipoprotein(a) in atherosclerotic cardiovascular disease risk from a perspective on current risk stratification
od: Sha Li, i wsp.
Wydane: (2024-11-01)

Molecular Mechanistic Pathways Targeted by Natural Compounds in the Prevention and Treatment of Diabetic Kidney Disease
od: Kaixuan Zhou, i wsp.
Wydane: (2022-09-01)

A nomogram to predict cognitive function impairment in patients with chronic kidney disease: A national cross-sectional survey
od: Tong Zhou, i wsp.
Wydane: (2024-05-01)

Associations of cardiovascular–kidney–metabolic syndrome stages with premature mortality and the role of social determinants of health
od: Ruixin Zhu, i wsp.
Wydane: (2025-04-01)

Kidney‐sparing surgery for distal high‐risk ureteral carcinoma: Clinical efficacy and preliminary experiences in 22 patients
od: Yu Jiang, i wsp.
Wydane: (2023-04-01)