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Single nucleotide polymorphism genes and mitochondrial DNA haplogroups as biomarkers for early prediction of knee osteoarthritis structural progressors: use of supervised machine learning classifiers
(BioMed Central, 2022-09-12)
[Abstract] Background. Knee osteoarthritis is the most prevalent chronic musculoskeletal debilitating disease. Current treatments are only symptomatic, and to improve this, we need a robust prediction model to stratify ...
Mitochondrial haplogroups define two phenotypes of osteoarthritis
(Frontiers, 2012-05-11)
[Abstract] Objective: To assess a mitochondrion-related phenotype in patients with osteoarthritis (OA).
Methods: Serum levels of the following OA-related biomarkers: matrix metalloproteinase-1 (MMP-1); MMP-3; MMP-13; ...