Degeneration of the cartilage quality is correlated with a higher intramuscular fat infiltration of the vastus medialis in older adults with pre-to-mild knee osteoarthritis
To quantitatively verify whether degeneration in the quality of the medial femoral cartilage is correlated with muscle volume loss and intramuscular adipose tissue (IntraMAT) infiltration in quadriceps using magnetic resonance imaging (MRI). Of the 66 older adult participants ≥60 years old (74.5 ± 6...
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Veröffentlicht in: | European journal of radiology 2025-02, Vol.183, p.111930, Article 111930 |
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container_title | European journal of radiology |
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creator | Okada, Shogo Taniguchi, Masashi Yagi, Masahide Fukumoto, Yoshihiro Hirono, Tetsuya Yamagata, Momoko Nakai, Ryusuke Kobayashi, Masashi Noriaki, Ichihashi |
description | To quantitatively verify whether degeneration in the quality of the medial femoral cartilage is correlated with muscle volume loss and intramuscular adipose tissue (IntraMAT) infiltration in quadriceps using magnetic resonance imaging (MRI).
Of the 66 older adult participants ≥60 years old (74.5 ± 6.9 years), 29 were female. All participants were patients with pre-to-mild knee osteoarthritis. Muscle volume and IntraMAT infiltration of the four individual muscles, the rectus femoris (RF), vastus medialis (VM), vastus intermedius, and vastus lateralis were assessed, using proton density-weighted and 2-point Dixon MR images. Based on the MRI T2 mapping, the T2 relaxation times of the weight-bearing surface of the medial femoral cartilage were calculated. Simple linear regression analyses were performed, evaluating the correlations between the T2 relaxation time of the medial femoral cartilage and quadriceps muscle volume and IntraMAT. Multiple linear regression analysis using a stepwise method was performed, determining which indicators of the four individual muscles correlated with cartilage quality degeneration.
Simple linear regression analyses revealed that a longer T2 relaxation time of the medial femoral cartilage was positively correlated with IntraMAT infiltration of the entire quadriceps muscle, RF, and VM, however not with the quadriceps muscle volume. Multiple linear regression analysis revealed that VM IntraMAT was particularly correlated with the extension of T2 relaxation time of the medial femoral cartilage.
In older adults with pre-to-mild knee osteoarthritis, IntraMAT infiltration of the quadriceps muscles, particularly of the VM was correlated with degeneration in the quality of the medial femoral cartilage. |
doi_str_mv | 10.1016/j.ejrad.2025.111930 |
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Of the 66 older adult participants ≥60 years old (74.5 ± 6.9 years), 29 were female. All participants were patients with pre-to-mild knee osteoarthritis. Muscle volume and IntraMAT infiltration of the four individual muscles, the rectus femoris (RF), vastus medialis (VM), vastus intermedius, and vastus lateralis were assessed, using proton density-weighted and 2-point Dixon MR images. Based on the MRI T2 mapping, the T2 relaxation times of the weight-bearing surface of the medial femoral cartilage were calculated. Simple linear regression analyses were performed, evaluating the correlations between the T2 relaxation time of the medial femoral cartilage and quadriceps muscle volume and IntraMAT. Multiple linear regression analysis using a stepwise method was performed, determining which indicators of the four individual muscles correlated with cartilage quality degeneration.
Simple linear regression analyses revealed that a longer T2 relaxation time of the medial femoral cartilage was positively correlated with IntraMAT infiltration of the entire quadriceps muscle, RF, and VM, however not with the quadriceps muscle volume. Multiple linear regression analysis revealed that VM IntraMAT was particularly correlated with the extension of T2 relaxation time of the medial femoral cartilage.
In older adults with pre-to-mild knee osteoarthritis, IntraMAT infiltration of the quadriceps muscles, particularly of the VM was correlated with degeneration in the quality of the medial femoral cartilage.</description><identifier>ISSN: 0720-048X</identifier><identifier>ISSN: 1872-7727</identifier><identifier>EISSN: 1872-7727</identifier><identifier>DOI: 10.1016/j.ejrad.2025.111930</identifier><identifier>PMID: 39848124</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Adipose Tissue - diagnostic imaging ; Adipose Tissue - pathology ; Aged ; Cartilage ; Cartilage, Articular - diagnostic imaging ; Cartilage, Articular - pathology ; Dixon ; Female ; Humans ; Knee osteoarthritis ; Magnetic Resonance Imaging - methods ; Male ; Middle Aged ; Muscle quality ; Osteoarthritis, Knee - diagnostic imaging ; Osteoarthritis, Knee - pathology ; Quadriceps ; Quadriceps Muscle - diagnostic imaging ; Quadriceps Muscle - pathology ; T2 mapping</subject><ispartof>European journal of radiology, 2025-02, Vol.183, p.111930, Article 111930</ispartof><rights>2025 Elsevier B.V.</rights><rights>Copyright © 2025 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1544-e60ec283321f8d5a984f2cbeda4967073fef1740f5fb20df65afeb5b4ea4035e3</cites><orcidid>0000-0002-7956-5017 ; 0000-0003-0548-0210</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0720048X25000166$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39848124$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Okada, Shogo</creatorcontrib><creatorcontrib>Taniguchi, Masashi</creatorcontrib><creatorcontrib>Yagi, Masahide</creatorcontrib><creatorcontrib>Fukumoto, Yoshihiro</creatorcontrib><creatorcontrib>Hirono, Tetsuya</creatorcontrib><creatorcontrib>Yamagata, Momoko</creatorcontrib><creatorcontrib>Nakai, Ryusuke</creatorcontrib><creatorcontrib>Kobayashi, Masashi</creatorcontrib><creatorcontrib>Noriaki, Ichihashi</creatorcontrib><title>Degeneration of the cartilage quality is correlated with a higher intramuscular fat infiltration of the vastus medialis in older adults with pre-to-mild knee osteoarthritis</title><title>European journal of radiology</title><addtitle>Eur J Radiol</addtitle><description>To quantitatively verify whether degeneration in the quality of the medial femoral cartilage is correlated with muscle volume loss and intramuscular adipose tissue (IntraMAT) infiltration in quadriceps using magnetic resonance imaging (MRI).
Of the 66 older adult participants ≥60 years old (74.5 ± 6.9 years), 29 were female. All participants were patients with pre-to-mild knee osteoarthritis. Muscle volume and IntraMAT infiltration of the four individual muscles, the rectus femoris (RF), vastus medialis (VM), vastus intermedius, and vastus lateralis were assessed, using proton density-weighted and 2-point Dixon MR images. Based on the MRI T2 mapping, the T2 relaxation times of the weight-bearing surface of the medial femoral cartilage were calculated. Simple linear regression analyses were performed, evaluating the correlations between the T2 relaxation time of the medial femoral cartilage and quadriceps muscle volume and IntraMAT. Multiple linear regression analysis using a stepwise method was performed, determining which indicators of the four individual muscles correlated with cartilage quality degeneration.
Simple linear regression analyses revealed that a longer T2 relaxation time of the medial femoral cartilage was positively correlated with IntraMAT infiltration of the entire quadriceps muscle, RF, and VM, however not with the quadriceps muscle volume. Multiple linear regression analysis revealed that VM IntraMAT was particularly correlated with the extension of T2 relaxation time of the medial femoral cartilage.
In older adults with pre-to-mild knee osteoarthritis, IntraMAT infiltration of the quadriceps muscles, particularly of the VM was correlated with degeneration in the quality of the medial femoral cartilage.</description><subject>Adipose Tissue - diagnostic imaging</subject><subject>Adipose Tissue - pathology</subject><subject>Aged</subject><subject>Cartilage</subject><subject>Cartilage, Articular - diagnostic imaging</subject><subject>Cartilage, Articular - pathology</subject><subject>Dixon</subject><subject>Female</subject><subject>Humans</subject><subject>Knee osteoarthritis</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Muscle quality</subject><subject>Osteoarthritis, Knee - diagnostic imaging</subject><subject>Osteoarthritis, Knee - pathology</subject><subject>Quadriceps</subject><subject>Quadriceps Muscle - diagnostic imaging</subject><subject>Quadriceps Muscle - pathology</subject><subject>T2 mapping</subject><issn>0720-048X</issn><issn>1872-7727</issn><issn>1872-7727</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kcuKFDEUhoMoTs_oEwiSpZtqc63LwoWMOgoDbhTchVRy0pU2VelJUiPzTj6kGWsU3Lg6cPj__1w-hF5QsqeEtq-PezgmbfeMMLmnlA6cPEI72nes6TrWPUY70jHSENF_O0PnOR8JIVIM7Ck640MvesrEDv18BwdYIOni44Kjw2UCbHQqPugD4JtVB1_usM_YxJQg6AIW__BlwhpP_jBBwn4pSc9rNmvQCTtdasf5UP7NvNW5rBnPYH2NzFWDY7DVru0aSt4yTwmaEpvZB4u_LwA45gKxbjMlX3x-hp44HTI8f6gX6OuH918uPzbXn68-Xb69bgyVQjTQEjCs55xR11up67GOmRGsFkPbkY47cLQTxEk3MmJdK7WDUY4CtCBcAr9Ar7bcU4o3K-SiZp8NhKAXiGtWnMpB8KFlbZXyTWpSzDmBU6fkZ53uFCXqHpM6qt-Y1D0mtWGqrpcPA9axfuSv5w-XKnizCaCeeeshqWw8LKZ-L4Epykb_3wG_AOSuqYY</recordid><startdate>202502</startdate><enddate>202502</enddate><creator>Okada, Shogo</creator><creator>Taniguchi, Masashi</creator><creator>Yagi, Masahide</creator><creator>Fukumoto, Yoshihiro</creator><creator>Hirono, Tetsuya</creator><creator>Yamagata, Momoko</creator><creator>Nakai, Ryusuke</creator><creator>Kobayashi, Masashi</creator><creator>Noriaki, Ichihashi</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-7956-5017</orcidid><orcidid>https://orcid.org/0000-0003-0548-0210</orcidid></search><sort><creationdate>202502</creationdate><title>Degeneration of the cartilage quality is correlated with a higher intramuscular fat infiltration of the vastus medialis in older adults with pre-to-mild knee osteoarthritis</title><author>Okada, Shogo ; Taniguchi, Masashi ; Yagi, Masahide ; Fukumoto, Yoshihiro ; Hirono, Tetsuya ; Yamagata, Momoko ; Nakai, Ryusuke ; Kobayashi, Masashi ; Noriaki, Ichihashi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1544-e60ec283321f8d5a984f2cbeda4967073fef1740f5fb20df65afeb5b4ea4035e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Adipose Tissue - diagnostic imaging</topic><topic>Adipose Tissue - pathology</topic><topic>Aged</topic><topic>Cartilage</topic><topic>Cartilage, Articular - diagnostic imaging</topic><topic>Cartilage, Articular - pathology</topic><topic>Dixon</topic><topic>Female</topic><topic>Humans</topic><topic>Knee osteoarthritis</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Muscle quality</topic><topic>Osteoarthritis, Knee - diagnostic imaging</topic><topic>Osteoarthritis, Knee - pathology</topic><topic>Quadriceps</topic><topic>Quadriceps Muscle - diagnostic imaging</topic><topic>Quadriceps Muscle - pathology</topic><topic>T2 mapping</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Okada, Shogo</creatorcontrib><creatorcontrib>Taniguchi, Masashi</creatorcontrib><creatorcontrib>Yagi, Masahide</creatorcontrib><creatorcontrib>Fukumoto, Yoshihiro</creatorcontrib><creatorcontrib>Hirono, Tetsuya</creatorcontrib><creatorcontrib>Yamagata, Momoko</creatorcontrib><creatorcontrib>Nakai, Ryusuke</creatorcontrib><creatorcontrib>Kobayashi, Masashi</creatorcontrib><creatorcontrib>Noriaki, Ichihashi</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>European journal of radiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Okada, Shogo</au><au>Taniguchi, Masashi</au><au>Yagi, Masahide</au><au>Fukumoto, Yoshihiro</au><au>Hirono, Tetsuya</au><au>Yamagata, Momoko</au><au>Nakai, Ryusuke</au><au>Kobayashi, Masashi</au><au>Noriaki, Ichihashi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Degeneration of the cartilage quality is correlated with a higher intramuscular fat infiltration of the vastus medialis in older adults with pre-to-mild knee osteoarthritis</atitle><jtitle>European journal of radiology</jtitle><addtitle>Eur J Radiol</addtitle><date>2025-02</date><risdate>2025</risdate><volume>183</volume><spage>111930</spage><pages>111930-</pages><artnum>111930</artnum><issn>0720-048X</issn><issn>1872-7727</issn><eissn>1872-7727</eissn><abstract>To quantitatively verify whether degeneration in the quality of the medial femoral cartilage is correlated with muscle volume loss and intramuscular adipose tissue (IntraMAT) infiltration in quadriceps using magnetic resonance imaging (MRI).
Of the 66 older adult participants ≥60 years old (74.5 ± 6.9 years), 29 were female. All participants were patients with pre-to-mild knee osteoarthritis. Muscle volume and IntraMAT infiltration of the four individual muscles, the rectus femoris (RF), vastus medialis (VM), vastus intermedius, and vastus lateralis were assessed, using proton density-weighted and 2-point Dixon MR images. Based on the MRI T2 mapping, the T2 relaxation times of the weight-bearing surface of the medial femoral cartilage were calculated. Simple linear regression analyses were performed, evaluating the correlations between the T2 relaxation time of the medial femoral cartilage and quadriceps muscle volume and IntraMAT. Multiple linear regression analysis using a stepwise method was performed, determining which indicators of the four individual muscles correlated with cartilage quality degeneration.
Simple linear regression analyses revealed that a longer T2 relaxation time of the medial femoral cartilage was positively correlated with IntraMAT infiltration of the entire quadriceps muscle, RF, and VM, however not with the quadriceps muscle volume. Multiple linear regression analysis revealed that VM IntraMAT was particularly correlated with the extension of T2 relaxation time of the medial femoral cartilage.
In older adults with pre-to-mild knee osteoarthritis, IntraMAT infiltration of the quadriceps muscles, particularly of the VM was correlated with degeneration in the quality of the medial femoral cartilage.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>39848124</pmid><doi>10.1016/j.ejrad.2025.111930</doi><orcidid>https://orcid.org/0000-0002-7956-5017</orcidid><orcidid>https://orcid.org/0000-0003-0548-0210</orcidid></addata></record> |
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subjects | Adipose Tissue - diagnostic imaging Adipose Tissue - pathology Aged Cartilage Cartilage, Articular - diagnostic imaging Cartilage, Articular - pathology Dixon Female Humans Knee osteoarthritis Magnetic Resonance Imaging - methods Male Middle Aged Muscle quality Osteoarthritis, Knee - diagnostic imaging Osteoarthritis, Knee - pathology Quadriceps Quadriceps Muscle - diagnostic imaging Quadriceps Muscle - pathology T2 mapping |
title | Degeneration of the cartilage quality is correlated with a higher intramuscular fat infiltration of the vastus medialis in older adults with pre-to-mild knee osteoarthritis |
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