Study objective: to identify homogeneous, distinct subgroups of osteoa
rthritis patients based on distribution of osteoarthritis lesions. Pat
ients-Methods. Study design: cross-sectional, prospective, multicenter
. Patients with osteoarthritis of the hip, knee, fingers, or spine. Da
ta collected: clinical and radiologic features at 41 joint sites. Meth
ods: multivariate statistical analysis including a) k-mean clustering
analysis followed by ascending hierarchical classification b) and a tr
ee-structured discriminant method to confirm and to characterize the s
ubgroups obtained using the clustering method. Results. The 1021 patie
nts were first classified into five categories with an error rate (obt
ained by cross-validation) of 7.6%. The tree obtained by segmentation
took into account manifestations of osteoarthritis at the hands, knees
and spine. Irrespective of the reason for seeking medical advice, pat
ients with bilateral involvement of the fingers or with involvement of
the spine and both femorotibial joints were classified as having gene
ralized osteoarthritis; in contrast, focal osteoarthritis was defined
as the absence of involvement of the fingers and of either the spine o
r the knees. Conclusion. The statistical analysis provided a classific
ation system that would be easy to use in everyday clinical practice.
Prospective studies are needed to evaluate the potential clinical rele
vance of this system.