{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T04:16:06Z","timestamp":1774239366819,"version":"3.50.1"},"reference-count":51,"publisher":"MDPI AG","issue":"6","license":[{"start":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T00:00:00Z","timestamp":1750032000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"NIH","award":["F32AG082458"],"award-info":[{"award-number":["F32AG082458"]}]},{"name":"NIH","award":["R01AR079484"],"award-info":[{"award-number":["R01AR079484"]}]},{"name":"NIH","award":["K01AR080257"],"award-info":[{"award-number":["K01AR080257"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Imaging"],"abstract":"<jats:p>Osteoarthritis (OA) is the most prevalent degenerative joint disorder worldwide, causing significant declines in quality of life. The osteochondral junction (OCJ), a critical structural interface between deep cartilage and subchondral bone, plays an essential role in OA progression but is challenging to assess using conventional magnetic resonance imaging (MRI) due to its short T2 relaxation times. This study aimed to evaluate the utility of ultrashort echo time (UTE) MRI biomarkers, including macromolecular fraction (MMF), magnetization transfer ratio (MTR), and T2*, for in vivo quantification of OCJ changes in knee OA for the first time. Forty-five patients (mean age: 53.8 \u00b1 17.0 years, 50% female) were imaged using 3D UTE-MRI sequences on a 3T clinical MRI scanner. Patients were stratified into two OA groups based on radiographic Kellgren\u2013Lawrence (KL) scores: normal\/subtle (KL = 0\u20131) (n = 21) and mild to moderate (KL = 2\u20133) (n = 24). Quantitative analysis revealed significantly lower MMF (15.8\u2009 \u00b1 \u20091.4% vs. 13.6 \u00b1 1.2%, p &lt; 0.001) and MTR (42.5 \u00b1 2.5% vs. 38.2\u2009 \u00b1 \u20092.3%, p &lt; 0.001) in the higher KL 2\u20133 group, alongside a higher trend in T2* values (19.7\u2009 \u00b1 \u20092.6 ms vs. 21.6\u2009 \u00b1 \u20093.8 ms, p = 0.06). Moreover, MMF and MTR were significantly negatively correlated with KL grades (r = \u22120.66 and \u22120.59; p &lt; 0.001, respectively), while T2* showed a weaker positive correlation (r = 0.26, p = 0.08). Receiver operating characteristic (ROC) analysis demonstrated superior diagnostic accuracy for MMF (AUC = 0.88) and MTR (AUC = 0.86) compared to T2* (AUC = 0.64). These findings highlight UTE-MT techniques (i.e., MMF and MTR) as promising imaging tools for detecting OCJ degeneration in knee OA, with potential implications for earlier and more accurate diagnosis and disease monitoring.<\/jats:p>","DOI":"10.3390\/jimaging11060198","type":"journal-article","created":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T10:47:22Z","timestamp":1750070842000},"page":"198","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Quantitative Ultrashort Echo Time Magnetization Transfer Imaging of the Osteochondral Junction: An In Vivo Knee Osteoarthritis Study"],"prefix":"10.3390","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8815-4535","authenticated-orcid":false,"given":"Dina","family":"Moazamian","sequence":"first","affiliation":[{"name":"Department of Radiology, University of California, San Diego, CA 92037, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5601-6392","authenticated-orcid":false,"given":"Mahyar","family":"Daskareh","sequence":"additional","affiliation":[{"name":"Department of Radiology, University of California, San Diego, CA 92037, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0866-1052","authenticated-orcid":false,"given":"Jiyo S.","family":"Athertya","sequence":"additional","affiliation":[{"name":"Department of Radiology, University of California, San Diego, CA 92037, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arya A.","family":"Suprana","sequence":"additional","affiliation":[{"name":"Department of Radiology, University of California, San Diego, CA 92037, USA"},{"name":"Department of Bioengineering, University of California, San Diego, CA 92037, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6450-2892","authenticated-orcid":false,"given":"Saeed","family":"Jerban","sequence":"additional","affiliation":[{"name":"Department of Radiology, University of California, San Diego, CA 92037, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yajun","family":"Ma","sequence":"additional","affiliation":[{"name":"Department of Radiology, University of California, San Diego, CA 92037, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2025,6,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1016\/S0140-6736(14)60802-3","article-title":"Osteoarthritis","volume":"386","author":"Palmer","year":"2015","journal-title":"Lancet"},{"key":"ref_2","unstructured":"GBD 2019 Diseases and Injuries Collaborators (2020). 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