Cargando…

Machine learning analysis of serum biomarkers for cardiovascular risk assessment in chronic kidney disease

BACKGROUND: Chronic kidney disease (CKD) patients show an increased burden of atherosclerosis and high risk of cardiovascular events (CVEs). There are several biomarkers described as being associated with CVEs, but their combined effectiveness in cardiovascular risk stratification in CKD has not bee...

Descripción completa

Detalles Bibliográficos
Autores principales:	Forné, Carles, Cambray, Serafi, Bermudez-Lopez, Marcelino, Fernandez, Elvira, Bozic, Milica, Valdivielso, Jose M
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2019
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7467598/ https://www.ncbi.nlm.nih.gov/pubmed/32905292 http://dx.doi.org/10.1093/ckj/sfz094

Ejemplares similares

Association of a single nucleotide polymorphism combination pattern of the Klotho gene with non-cardiovascular death in patients with chronic kidney disease
por: Cambray, Serafi, et al.
Publicado: (2020)

The rs1126616 Single Nucleotide Polymorphism of the Osteopontin Gene Is Independently Associated with Cardiovascular Events in a Chronic Kidney Disease Cohort
por: Cambray, Serafí, et al.
Publicado: (2019)

Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
por: Valls, Joan, et al.
Publicado: (2019)

Magnesium Levels Modify the Effect of Lipid Parameters on Carotid Intima Media Thickness
por: Cambray, Serafi, et al.
Publicado: (2020)

Peritoneal Dialysis Is an Independent Factor Associated to Lower Intima Media Thickness in Dialysis Patients Free From Previous Cardiovascular Disease
por: Borràs, Mercè, et al.
Publicado: (2018)

Serum Phosphate Levels Modify the Impact of FGF23 Levels on Hemoglobin in Chronic Kidney Disease
por: Navarro-González, Juan F., et al.
Publicado: (2022)

Factors predicting cardiovascular events in chronic kidney disease patients. Role of subclinical atheromatosis extent assessed by vascular ultrasound
por: Valdivielso, José M., et al.
Publicado: (2017)

CYP24A1 and KL polymorphisms are associated with the extent of vascular calcification but do not improve prediction of cardiovascular events
por: Solache-Berrocal, Guillermo, et al.
Publicado: (2020)

Effects of the Administration of 25(OH) Vitamin D3 in an Experimental Model of Chronic Kidney Disease in Animals Null for 1-Alpha-Hydroxylase
por: Torremadé, Noelia, et al.
Publicado: (2017)

Advanced lipoprotein parameters could better explain atheromatosis in non-diabetic chronic kidney disease patients
por: Bermudez-Lopez, Marcelino, et al.
Publicado: (2021)

Subclinical atherosclerosis burden predicts cardiovascular events in individuals with diabetes and chronic kidney disease
por: Palanca, Ana, et al.
Publicado: (2019)

Circulating CD5L is associated with cardiovascular events and all-cause mortality in individuals with chronic kidney disease
por: Castelblanco, Esmeralda, et al.
Publicado: (2021)

Glutamate-Gated NMDA Receptors: Insights into the Function and Signaling in the Kidney
por: Valdivielso, José M., et al.
Publicado: (2020)

Protective role of renal proximal tubular alpha-synuclein in the pathogenesis of kidney fibrosis
por: Bozic, Milica, et al.
Publicado: (2020)

Extracellular Vesicles and Renal Fibrosis: An Odyssey toward a New Therapeutic Approach
por: Kosanović, Maja, et al.
Publicado: (2021)

Impaired Vitamin D Signaling in Endothelial Cell Leads to an Enhanced Leukocyte-Endothelium Interplay: Implications for Atherosclerosis Development
por: Bozic, Milica, et al.
Publicado: (2015)

Predicting cardiovascular disease morbidity and mortality in chronic kidney disease in Spain. The rationale and design of NEFRONA: a prospective, multicenter, observational cohort study
por: Junyent, Mireia, et al.
Publicado: (2010)

Is There a Link between Obesity Indices and Skin Autofluorescence? A Response from the ILERVAS Project
por: Sánchez, Enric, et al.
Publicado: (2022)

Role of microRNAs in Obesity-Related Kidney Disease
por: Caus, Maite, et al.
Publicado: (2021)

Emerging Biomarkers for Early Detection of Chronic Kidney Disease
por: Mizdrak, Maja, et al.
Publicado: (2022)

Development and Validation of a Personalized, Sex-Specific Prediction Algorithm of Severe Atheromatosis in Middle-Aged Asymptomatic Individuals: The ILERVAS Study
por: Bermúdez-López, Marcelino, et al.
Publicado: (2022)

Observational multicenter study to evaluate the prevalence and prognosis of subclinical atheromatosis in a Spanish chronic kidney disease cohort: baseline data from the NEFRONA study
por: Arroyo, David, et al.
Publicado: (2014)

Using Machine Learning to Evaluate the Role of Microinflammation in Cardiovascular Events in Patients With Chronic Kidney Disease
por: Liu, Xiao Qi, et al.
Publicado: (2022)

Triglycerides–glucose index and the risk of cardiovascular events in persons with non-diabetic chronic kidney disease
por: Quiroga, Borja, et al.
Publicado: (2022)

The modality of dialysis does not influence atheromatous vascular disease progression or cardiovascular outcomes in dialysis patients without previous cardiovascular disease
por: Borràs Sans, Mercè, et al.
Publicado: (2017)

Prophylactic treatment can modify vascular risk biomarkers in high-frequency episodic and chronic migraine patients: a pilot study
por: González Mingot, Cristina, et al.
Publicado: (2023)

Correction: The modality of dialysis does not influence atheromatous vascular disease progression or cardiovascular outcomes in dialysis patients without previous cardiovascular disease
por: Borràs Sans, Mercè, et al.
Publicado: (2018)

Editorial: Systems biology and data-driven machine learning-based models in personalized cardiovascular medicine
por: Hueso, Miguel, et al.
Publicado: (2023)

Factor structure of the Maslach Burnout Inventory Human Services Survey in Spanish urgency healthcare personnel: a cross-sectional study
por: Forné, Carles, et al.
Publicado: (2022)

Proteomics-Based Machine Learning Approach as an Alternative to Conventional Biomarkers for Differential Diagnosis of Chronic Kidney Diseases
por: Glazyrin, Yury E., et al.
Publicado: (2020)

A low fractional excretion of Phosphate/Fgf23 ratio is associated with severe abdominal Aortic calcification in stage 3 and 4 kidney disease patients
por: Craver, Lourdes, et al.
Publicado: (2013)

Cardiovascular risk factors and the impact on prognosis in patients with chronic kidney disease secondary to autosomal dominant polycystic kidney disease
por: Gorriz, José Luis, et al.
Publicado: (2021)

Screening of Serum Biomarkers of Coal Workers’ Pneumoconiosis by Metabolomics Combined with Machine Learning Strategy
por: Chen, Zhangjian, et al.
Publicado: (2022)

Comparison of Flank Super Abrasive Machining vs. Flank Milling on Inconel(®) 718 Surfaces
por: González, Haizea, et al.
Publicado: (2018)

Race, Biomarkers, and Cardiovascular Disease in Patients With Chronic Kidney Disease
por: Nicholas, Susanne B., et al.
Publicado: (2022)

Diagnosis of T-cell-mediated kidney rejection by biopsy-based proteomic biomarkers and machine learning
por: Fang, Fei, et al.
Publicado: (2023)

High Levels of Hemoglobin Promote Carotid Adventitial Vasa Vasorum Neoangiogenesis in Chronic Kidney Disease
por: Arcidiacono, Maria Vittoria, et al.
Publicado: (2017)

Machine learning to predict end stage kidney disease in chronic kidney disease
por: Bai, Qiong, et al.
Publicado: (2022)

Unbiased plasma proteomics discovery of biomarkers for improved detection of subclinical atherosclerosis
por: Núñez, Estefanía, et al.
Publicado: (2022)

Serum endocan as a predictive biomarker of cardiovascular risk in obese pediatric patients
por: Morace, Carmela, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_cl6o9fjh1kqvm728a70iq79b0u