OBJECTIVESIntra‐articular (IA) mineralization may contribute to OA structural progression. We studied the association of IA mineralization on knee CT with cartilage damage worsening on knee MRI, with a focus on location‐ and tissue‐specific effects.METHODSParticipants from the Multicenter Osteoarthritis study with knee CTs and MRIs were included. Presence of IA mineralization on CT was defined as a Boston University Calcium Knee Score (BUCKS) >0 anywhere in the knee. Cartilage worsening on MRI was defined as any increase in MRI OA Knee Score (MOAKS) including incident damage. We evaluated the association of whole‐knee, compartment‐specific (i.e., medial or lateral), and subregion‐specific (i.e., location‐matched) IA mineralization at baseline with cartilage worsening at 2‐year follow‐up in the corresponding locations using binomial regression with generalized estimating equations, adjusting for age, sex, and body mass index (BMI).RESULTSWe included 1673 participants (mean age 60 years, 56% female, mean BMI 29 kg/m2). 9.0% had any IA mineralization in the knee and 47.4% had any cartilage worsening on follow‐up. Mineralization of any tissue in the knee, regardless of location, was not associated with MRI cartilage worsening. However, cartilage mineralization was associated with 1.39 (95% CI 1.04, 1.88) times higher risk of cartilage worsening in the same compartment with similar results in subregion‐specific analysis.CONCLUSIONSCT‐detected IA mineralization in the cartilage was associated with higher risk of MRI cartilage worsening in the same compartment and subregion over two years. These findings suggest potential localized, tissue‐specific effects of IA mineralization on cartilage pathology in knee OA.