AB0780 Identification of Knee OA Phenotypes: A Replication Study Using Data from the Amsterdam Osteoarthritis Cohort. (10th June 2014)
- Record Type:
- Journal Article
- Title:
- AB0780 Identification of Knee OA Phenotypes: A Replication Study Using Data from the Amsterdam Osteoarthritis Cohort. (10th June 2014)
- Main Title:
- AB0780 Identification of Knee OA Phenotypes: A Replication Study Using Data from the Amsterdam Osteoarthritis Cohort
- Authors:
- Knoop, J.
van der Esch, M.
Roorda, L.D.
van der Leeden, M.
Knol, D.L.
Lems, W.F.
Dekker, J. - Abstract:
- Abstract : Background: We previously identified 5 clinically relevant phenotypes from a heterogeneous knee OA population (Osteoarthritis Initiative [OAI] cohort), which needs to be replicated for validation. Objectives: The present study aims to replicate this phenotype identification for validation in a clinical setting using data from the Amsterdam Osteoarthritis (AMS-OA) cohort. Methods: K-means clustering analysis was performed in 374 knee OA patients from the AMS-OA cohort, using 4 clinically relevant and easily obtainable patient characteristics or clustering variables: radiographic severity (Kellgren/Lawrence [K/L] grade), body mass index (BMI), upper leg muscle strength, and depression (from Hospital Anxiety and Depression Scale [HADS] questionnaire). The cluster solution with the highest Pseudo F value was considered the most adequate number of clusters or phenotypes in the dataset. This solution was compared with the original study. Results: The most adequate number of phenotypes was 5, similar as in the original study. Moreover, the 5 identified phenotypes represented in general similar phenotypes compared to the original study, namely a "minimal joint disease phenotype", a "strong muscle phenotype", a "non-obese weak muscle phenotype" (although obesity was more prevalent compared to the original study), an "obese weak muscle phenotype", and a "depressive phenotype" (although depression was less prevalent compared to the original study). Conclusions: TheAbstract : Background: We previously identified 5 clinically relevant phenotypes from a heterogeneous knee OA population (Osteoarthritis Initiative [OAI] cohort), which needs to be replicated for validation. Objectives: The present study aims to replicate this phenotype identification for validation in a clinical setting using data from the Amsterdam Osteoarthritis (AMS-OA) cohort. Methods: K-means clustering analysis was performed in 374 knee OA patients from the AMS-OA cohort, using 4 clinically relevant and easily obtainable patient characteristics or clustering variables: radiographic severity (Kellgren/Lawrence [K/L] grade), body mass index (BMI), upper leg muscle strength, and depression (from Hospital Anxiety and Depression Scale [HADS] questionnaire). The cluster solution with the highest Pseudo F value was considered the most adequate number of clusters or phenotypes in the dataset. This solution was compared with the original study. Results: The most adequate number of phenotypes was 5, similar as in the original study. Moreover, the 5 identified phenotypes represented in general similar phenotypes compared to the original study, namely a "minimal joint disease phenotype", a "strong muscle phenotype", a "non-obese weak muscle phenotype" (although obesity was more prevalent compared to the original study), an "obese weak muscle phenotype", and a "depressive phenotype" (although depression was less prevalent compared to the original study). Conclusions: The identification of phenotypes from the OAI cohort could be replicated, except for two minor differences that are presumably attributable to differences in study population. The phenotype identification seems therefore a valid finding, with phenotypes possibly representing different etiological subtypes of knee OA in which phenotype-specific interventions may be needed. Disclosure of Interest: None declared DOI: 10.1136/annrheumdis-2014-eular.3277 … (more)
- Is Part Of:
- Annals of the rheumatic diseases. Volume 73:Supplement 2(2014)
- Journal:
- Annals of the rheumatic diseases
- Issue:
- Volume 73:Supplement 2(2014)
- Issue Display:
- Volume 73, Issue 2 (2014)
- Year:
- 2014
- Volume:
- 73
- Issue:
- 2
- Issue Sort Value:
- 2014-0073-0002-0000
- Page Start:
- 1062
- Page End:
- 1062
- Publication Date:
- 2014-06-10
- Subjects:
- Rheumatism -- Periodicals
616.723005 - Journal URLs:
- http://ard.bmjjournals.com/ ↗
http://www.pubmedcentral.nih.gov/tocrender.fcgi?journal=149&action=archive ↗
http://www.bmj.com/archive ↗
http://gateway.ovid.com/server3/ovidweb.cgi?T=JS&MODE=ovid&D=ovft&PAGE=titles&SEARCH=annals+of+the+rheumatic+diseases.tj&NEWS=N ↗ - DOI:
- 10.1136/annrheumdis-2014-eular.3277 ↗
- Languages:
- English
- ISSNs:
- 0003-4967
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 23131.xml