In a 2025 Nature study, researchers combined machine learning with bioinformatics to analyze osteoarthritis tissues. Their work, featuring WGCNA and qRT-PCR validation, revealed elevated CASP1 expression closely tied to immune infiltration. The study provides actionable insights for developing innovative treatment strategies.