Back to search

Article

Integrated Clinical–Genetic Predictive Model for Chronic Kidney Disease Risk in Indonesian Adults with Type 2 Diabetes Mellitus: A Cross-Sectional Study

2025-12-30

Abstract excerpt

<title>Abstract</title> <p>Background: Chronic kidney disease (CKD) is a major microvascular complication of type 2 diabetes mellitus (T2DM), with substantial clinical and economic burdens, particularly in low-resource settings. Conventional clinical markers often fail to fully capture interindividual variability in CKD susceptibility, prompting interest in genetic determinants. This study aimed to develop an in...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
3dba0ba6-ae56-503e-81e3-6d19a09faaa8
DOI
10.21203/rs.3.rs-8246246/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Integrated Clinical–Genetic Predictive Model for Chronic Kidney Disease Risk in Indonesian Adults with Type 2 Diabetes Mellitus: A Cross-Sectional StudyDOI 10.21203/rs.3.rs-8246246/v1
Prediction of diabetic kidney disease risk using machine learning models: a population-based cohort study of Asian adultsSemantic proximity
T2DM/CKD genetic risk scores and the progression of diabetic kidney disease in T2DM subjectsSemantic proximity
Gene-environment interaction in chronic kidney disease among people with type 2 diabetes from The Malaysian Cohort project: a case-control study.Semantic proximity
Risk prediction of nephropathy by integrating clinical and genetic information among adult patients with type 2 diabetes.Semantic proximity
Using a multi-staged strategy based on machine learning and mathematical modeling to predict genotype-phenotype risk patterns in diabetic kidney disease: a prospective case-control cohort analysis.Semantic proximity
Mapping shared genetic determinants of eGFR and albuminuria with a focus on type 2 diabetes: a large-scale European study.Semantic proximity
Association Between Angiotensin Converting Enzyme Insertion / Deletion Genotypes and Diabetic Nephropathy Defined by Urinary Albumin-to-Creatinine Ratio: A Systematic Review and Meta-AnalysisSemantic proximity
Diabetic kidney disease phenotypes and the risk of cardiovascular events: The Silesia Diabetes-Heart Project.Semantic proximity
Genomics in Diabetic Kidney Disease: A 2024 UpdateSemantic proximity
The "Picasso faces" of diabetic kidney disease - how the art of phenotyping and molecular biomarkers is transforming clinical nephrology: an observational study in patients with type 2 diabetes.Semantic proximity
Genetic Risk Scores Identify People at High Risk of Developing Diabetic Kidney Disease: A Systematic Review.Semantic proximity
Predicting the Onset of Type 2 Diabetes (T2D) Based on Genetic and Clinical Risk Factors Using XGBoost ML ModelSemantic proximity
Select a neighboring publication to make it the new centre.