An introduction to joint models-applications in nephrology
Related Experiment Video
Updated: Dec 24, 2025

Unilateral Ureteral Obstruction Model for Investigating Kidney Interstitial Fibrosis
Published on: April 25, 2025
Nicholas C Chesnaye1, Giovanni Tripepi2, Friedo W Dekker3
1Department of Medical Informatics, ERA-EDTA Registry, Amsterdam University Medical Center, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands.
Abstract:
In nephrology, a great deal of information is measured repeatedly in patients over time, often alongside data on events of clinical interest. In this introductory article we discuss how these two types of data can be simultaneously analysed using the joint model (JM) framework, illustrated by clinical examples from nephrology. As classical survival analysis and linear mixed models form the two main components of the JM framework, we will also briefly revisit these techniques.
Related Concept Videos
Chronic Kidney Disease I: Introduction
Nephrotic Syndrome I : Introduction
Acute Kidney Injury I: Introduction
Physiology of the Genitourinary System I: Renal Blood Flow and Glomerular Filtration
Chronic Kidney Disease II: Clinical Manifestations
Nephrotic Syndrome II : Assessment and Medical Management

