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Observational transcriptomic analysis identifies genes associated with knee osteoarthritis severity in older adults.

Observational transcriptomic analysis identifies genes associated with knee osteoarthritis severity …
Photo by Joel Ambass / Unsplash
Key Takeaway
Consider that muscle transcriptomic associations with knee OA severity are observational and not causal.

This is an observational study from the Study of Muscle, Mobility and Aging (SOMMA) that performed bulk RNA sequencing on vastus lateralis muscle from 523 older adults with knee radiographs. The analysis compared gene expression in participants with radiographic knee osteoarthritis (OA) (Kellgren-Lawrence grade ≥2, n=197; grade ≥3, n=112) to a control group (grade ≤1, n=326).

The authors identified 27 genes associated with KL ≥2 OA and 41 genes associated with KL ≥3 OA, all at a false discovery rate (FDR) ≤0.05. Sixteen genes were significantly associated in both severity contrasts, including BDNF and IRF2; for 15 of these genes, the association magnitude was larger with more severe OA (KL ≥3). Gene set enrichment analysis indicated pathways involving DNA repair and branched-chain amino acid (BCAA) catabolism were enriched in both OA severity groups.

Key limitations noted by the authors include the observational design, which precludes causal inference, and the need for longitudinal studies to determine how these genes affect knee OA progression. The study population was limited to older adults, and findings may not generalize to other age groups.

Practice relevance is restrained; the findings generate hypotheses about molecular pathways in knee OA but do not support any clinical intervention. The results are based on observational data, and certainty is not quantified.

Study Details

Sample sizen = 326
EvidenceLevel 5
PublishedApr 2026
View Original Abstract ↓
Objectives. The association between skeletal muscle gene expression and knee osteoarthritis (OA) was examined among older adult participants of the Study of Muscle, Mobility and Aging (SOMMA). Methods. Inclusion criteria included knee radiographs and bulk RNA sequencing (RNAseq) in vastus lateralis muscle, resulting in 523 participants (56% female). Radiographic knee OA was determined by Kellgren-Lawrence (KL) grades. Differential gene expression was analyzed using a control group (KL [≤] 1, n = 326) and two nested case groups: (a) KL [≥] 2 (n = 197), (b) KL [≥] 3 (n = 112). Results. Compared with controls, there were 27 and 41 genes associated (FDR [≤] 0.05) with KL [≥] 2 and KL [≥] 3, respectively, and 16 genes significantly associated in both contrasts. For 15 of the 16 genes, the association magnitude was larger with more severe OA (KL [≥] 3). Genes associated in both contrasts included brain-derived neurotrophic factor (BDNF) and interferon regulatory factor-2 (IRF2). Gene sets enriched in KL [≥] 2 and KL [≥] 3 contrasts included DNA repair and branched chain amino acid (BCAA) catabolism. Conclusions. Our results in older adult SOMMA participants indicate that knee OA is associated with genes and pathways expressed in skeletal muscle that are involved in pain sensitization, BCAA catabolism, muscle function preservation, calcium transport and storage, inflammation, and extracellular matrix remodeling. Additional longitudinal studies will be needed to determine how these genes could affect the progression of knee OA.
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