Related Experiment Video
Updated: Apr 26, 2026

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
Distinct trajectories of multimorbidity in primary care were identified using latent class growth analysis
Vicky Y Strauss1, Peter W Jones2, Umesh T Kadam3
1Arthritis Research UK Primary Care Centre, Keele University, the Institute of Primary Care and Health Sciences, Keele, Staffordshire ST5 5BG, United Kingdom; Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Windmill Road, Oxford OX3 7LD, United Kingdom.
Objectives:
To investigate the use of latent class growth analysis (LCGA) in understanding onset and changes in multimorbidity over time in older adults.
Study Design And Setting:
This study used primary care consultations for 42 consensus-defined chronic morbidities over 3 years (2003-2005) by 24,615 people aged >50 years at 10 UK general practices, which contribute to the Consultations in Primary Care Archive database. Distinct groups of people who had similar progression of multimorbidity over time were identified using LCGA. These derived trajectories were tested in another primary care consultation data set with linked self-reported health status.
Results:
Five clusters of people representing different trajectories were identified: those who had no recorded chronic problems (40%), those who developed a first chronic morbidity over 3 years (10%), a developing multimorbidity group (37%), a group with increasing number of chronic morbidities (12%), and a multi-chronic group with many chronic morbidities (1%). These trajectories were also identified using another consultation database and associated with self-reported physical and mental health.
Conclusion:
There are distinct trajectories in the development of multimorbidity in primary care populations, which are associated with poor health. Future research needs to incorporate such trajectories when assessing progression of disease and deterioration of health.
Related Concept Videos
Classification of Illness
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
Multicompartment Models: Overview
These models offer a more comprehensive representation of drug behavior in the body than one-compartment models. They accommodate the complexity of drug distribution,...
Longitudinal Studies
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Dimensions of Health and Illness
Factors Affecting Illness
For instance, risk factors are connected to illness,...