From Morphology to Biomarker: Quantitative Texture Analysis of the Infrapatellar Fat Pad Reliably Predicts Knee Osteoarthritis.

HomeRadiologyVol. 304, No. 3 PreviousNext Reviews and CommentaryEditorialFrom Morphology to Biomarker: Quantitative Texture Analysis of the Infrapatellar Fat Pad Reliably Predicts Knee OsteoarthritisMichael A. Fischer Michael A. Fischer Author AffiliationsFrom the Faculty of Medicine, University of Zurich, Zurich, Switzerland; Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Solna, Sweden; and Medizinisch-Radiologisches Institut Schulthess Klinik, Lengghalde 2, CH-8008 Zurich, Switzerland.Address correspondence to the author (email: [email protected]).Michael A. Fischer Published Online:May 31 2022https://doi.org/10.1148/radiol.221094MoreSectionsFull textPDF ToolsImage ViewerAdd to favoritesCiteTrack CitationsPermissionsReprints ShareShare onFacebookTwitterLinked In References1. Hunter DJ, Guermazi A, Lo GH, et al. Evolution of semi-quantitative whole joint assessment of knee OA: MOAKS (MRI Osteoarthritis Knee Score). Osteoarthritis Cartilage 2011;19(8):990–1002. Crossref, Medline, Google Scholar2. Zeng N, Yan ZP, Chen XY, Ni GX . Infrapatellar Fat Pad and Knee Osteoarthritis. Aging Dis 2020;11(5):1317–1328. Crossref, Medline, Google Scholar3. Collins JE, Losina E, Nevitt MC, et al. Semiquantitative Imaging Biomarkers of Knee Osteoarthritis Progression: Data From the Foundation for the National Institutes of Health Osteoarthritis Biomarkers Consortium. Arthritis Rheumatol 2016;68(10):2422–2431. Crossref, Medline, Google Scholar4. Roemer FW, Kwoh CK, Hannon MJ, et al. What comes first? Multitissue involvement leading to radiographic osteoarthritis: magnetic resonance imaging-based trajectory analysis over four years in the osteoarthritis initiative. Arthritis Rheumatol 2015;67(8):2085–2096. Crossref, Medline, Google Scholar5. Li J, Fu S, Gong Z, et al. MRI-based Texture Analysis of Infrapatellar Fat Pad to Predict Knee Osteoarthritis Incidence. Radiology 2022;304(3):611–621. Link, Google Scholar6. Fritz B, Müller DA, Sutter R, et al. Magnetic Resonance Imaging-Based Grading of Cartilaginous Bone Tumors: Added Value of Quantitative Texture Analysis. Invest Radiol 2018;53(11):663–672. Crossref, Medline, Google Scholar7. Horvat N, Miranda J, Homsi ME, et al. A primer on texture analysis in abdominal radiology. Abdom Radiol (NY)2021.10.1007/s00261-021-03359-3. Published online November 26, 2021. Google Scholar8. Janvier T, Jennane R, Toumi H, Lespessailles E . Subchondral tibial bone texture predicts the incidence of radiographic knee osteoarthritis: data from the Osteoarthritis Initiative. Osteoarthritis Cartilage 2017;25(12):2047–2054. Crossref, Medline, Google Scholar9. MacKay JW, Kapoor G, Driban JB, et al. Association of subchondral bone texture on magnetic resonance imaging with radiographic knee osteoarthritis progression: data from the Osteoarthritis Initiative Bone Ancillary Study. Eur Radiol 2018;28(11):4687–4695. Crossref, Medline, Google Scholar10. Joo PY, Borjali A, Chen AF, et al. Defining and predicting radiographic knee osteoarthritis progression: a systematic review of findings from the osteoarthritis initiative. Knee Surg Sports Traumatol Arthrosc 2022.10.1007/s00167-021-06768-5. Published online February 3, 2022. Crossref, Medline, Google ScholarArticle HistoryReceived: May 3 2022Revision requested: May 11 2022Revision received: May 13 2022Accepted: May 16 2022Published online: May 31 2022Published in print: Sept 2022 FiguresReferencesRelatedDetailsAccompanying This ArticleMRI-based Texture Analysis of Infrapatellar Fat Pad to Predict Knee Osteoarthritis IncidenceMay 31 2022RadiologyRecommended Articles Weight-bearing CT for Knee Osteoarthritis Assessment: A Story UnfoldsRadiology2021Volume: 299Issue: 3pp. 660-661MRI-based Texture Analysis of Infrapatellar Fat Pad to Predict Knee Osteoarthritis IncidenceRadiology2022Volume: 304Issue: 3pp. 611-621The Role of Speed and Possible ImplicationsRadiology2023Volume: 307Issue: 2Osteochondral Lesions of the Knee: Differentiating the Most Common Entities at MRIRadioGraphics2018Volume: 38Issue: 5pp. 1478-1495Intra-articular Corticosteroid Injections for the Treatment of Hip and Knee Osteoarthritis-related Pain: Considerations and Controversies with a Focus on Imaging—Radiology Scientific Expert PanelRadiology2020Volume: 297Issue: 3pp. 503-512See More RSNA Education Exhibits Knee MRI in the Pediatric Population: What Your Resident Should Know  Digital Posters2019Detection of Meniscal Degeneration for Osteoarthritis in UltrasonographyDigital Posters2019Multimodality Imaging Of Synovitis In OsteoarthritisDigital Posters2021 RSNA Case Collection Osteochondritis dissecansRSNA Case Collection2020Osteochondral lesionRSNA Case Collection2020Polyosseous avascular necrosisRSNA Case Collection2022 Vol. 304, No. 3 Metrics Altmetric Score PDF download