Using an Artificial Intelligence-based approach known as deep learning, researchers from Boston University School of Medicine (BUSM) have now identified a new measure to determine the severity of knee osteoarthritis–named “subchondral bone length” (SBL).
There are only a handful of proven imaging markers of knee OA. Currently, medical imaging tools such as Magnetic Resonance Imaging (MRI) or x-rays are used to examine the knee joint.
“Our study identified a new imaging measure that has the potential to become a biomarker of knee OA.”
— corresponding author Vijaya B. Kolachalama, PhD, assistant professor of medicine at BUSM
In their study, publishes in Arthritis & Rheumatology, researchers used thousands of knee MRI scans and defined SBL, a novel shape measure characterizing the extent of overlying cartilage and bone flattening and examined its relationship with radiographic joint space narrowing (JSN), concurrent pain and disability as well as subsequent partial or total knee replacement. They then estimated the odds ratios for each of these outcomes using relative changes in SBL.
They found that SBL values for knees with joint space narrowing were consistently different from knees without JSN. They also found that greater changes of SBL from baseline were associated with greater pain and disability, a release from Boston University School of Medicine explains.
According to the researchers, this study has important clinical implications.
“Our study identified SBL as a potentially useful measure of the bone morphology within the knee joint and showed that it varies with disease grade. SBL also has the potential to stage knee OA in the future.”
— Vijaya B. Kolachalama
The researchers hope to study if SBL can be used for early detection of disease which can significantly impact patient care management, per the release.
[Source(s): Boston University School of Medicine, EurekAlert]
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