Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Data-driven cluster analysis identifies distinct types of cardiovascular-kidney-metabolic syndrome

6 Nov 2025

Abstract excerpt

INTRODUCTION: The current staging criteria for cardiovascular-kidney-metabolic (CKM) syndrome demonstrate extensive clinical heterogeneity, imposing constraints on risk prognostication and precision medicine. OBJECTIVES: This study aimed to refine the subtyping of CKM syndrome using clinical biomarkers to enhance risk assessment and personalized prevention. METHODS: This study included patients from the UK...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Chronic Kidney Disease and Diabetes
Share to Diabetes Treatment and Management
Share to Parathyroid Disorders and Treatments

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Source

Identifiers

PMID: 41206602
DOI: 10.1093/eurjpc/zwaf708

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 1 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Data-driven cluster analysis identifies distinct types of cardiovascular-kidney-metabolic syndromePMID 41206602Read ↗

Metabolomic Profiling Reveals Interindividual Metabolic Variability and Its Association with Cardiovascular-Kidney-Metabolic Syndrome RiskSemantic proximity Read ↗

Metabolomic Profiling Reveals Interindividual Metabolic Variability and Its Association with Cardiovascular-Kidney-Metabolic Disease RiskSemantic proximity Read ↗

Cardio-Kidney-Metabolic Syndrome: Candidate Subtypes and Genetic Risk FactorsSemantic proximity Read ↗

Lipoprotein(a) and Cardiovascular-Kidney-Metabolic Syndrome: Stage-Specific Associations With All-Cause Mortality and Major Adverse Cardiovascular Events in the UK BiobankSemantic proximity Read ↗

Cardiovascular-kidney-metabolic syndrome: candidate subtypes and genetic risk factors.Semantic proximity Read ↗

Cardiovascular-kidney-metabolic health, genetic susceptibility, and incident cancer risk: a prospective UK biobank cohort and machine learning study.Semantic proximity Read ↗

Regional Prevalence, Stage Distribution, and Temporal Trends of Cardiovascular-Kidney-Metabolic Syndrome in the Americas, Europe and Western Pacific: A Systematic Review and Meta-AnalysisSemantic proximity Read ↗

A Stage-Ordered Multi-Omic Continuum Underlies Cardiovascular-Kidney-Metabolic Syndrome and the Protective Association of Cardiovascular HealthSemantic proximity Read ↗

Cluster Analysis Identified Clinically Relevant Metabolic Syndrome EndophenotypesSemantic proximity Read ↗

Unsupervised clustering identified clinically relevant metabolic syndrome endotypes in UK and Taiwan BiobanksSemantic proximity Read ↗

Metabolic Divergence Between MASLD and Metabolic Syndrome: Distinct Clinical Phenotypes and Risk Stratification Implications.Semantic proximity Read ↗

Novel subtypes of metabolic associated steatotic liver disease linked to clinical outcomes: implications for precision medicine.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.