Association of Calcaneal Bone Marrow Lesions and Plantar Fascia Imaging Biomarkers With Chronic Plantar Heel Pain: A Case–Control Study
Objective To determine associations between chronic plantar heel pain (CPHP) and imaging biomarkers derived from magnetic resonance imaging (MRI) and ultrasonography. Methods We compared 218 participants with CPHP with 100 age‐ and sex‐matched population controls. We assessed imaging biomarkers on M...
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creator | Rogers, Jason Jones, Graeme Cook, Jill L. Squibb, Kathryn Halliday, Andrew Wills, Karen Lahham, Aroub Winzenberg, Tania |
description | Objective
To determine associations between chronic plantar heel pain (CPHP) and imaging biomarkers derived from magnetic resonance imaging (MRI) and ultrasonography.
Methods
We compared 218 participants with CPHP with 100 age‐ and sex‐matched population controls. We assessed imaging biomarkers on MRI (calcaneal bone marrow lesions [BMLs], plantar fascia [PF] signal and thickness, spurs, and fat pad signal) and B‐mode/power Doppler ultrasound (PF thickness, echogenicity, and vascularity). Covariate data collected included demographic characteristics, disease history, clinical measures, and physical activity by accelerometry. Data were analyzed using multivariable conditional logistic regression.
Results
Plantar calcaneal BML size (mm2, odds ratio [OR] 1.03 [95% confidence interval (95% CI) 1.02–1.05]), larger plantar spurs (OR for spurs >5 mm 2.15 [95% CI 1.13–4.10]), PF signal (OR for signal penetrating >50% of the dorsoplantar width 12.12 [95% CI 5.36–27.42]), PF thickness (mm, OR for MRI 3.23 [95% CI 2.36–4.43] and ultrasound OR 3.78 [95% CI 2.69–5.32]), and echogenicity (diffusely hypoechoic OR 7.89 [95% CI 4.02–15.48] and focally hypoechoic OR 24.92 [95% CI 9.60–64.69]) were independently associated with CPHP. PF vascularity was uncommon, occurring exclusively in cases (cases with signal n = 47 [22%]). Combining imaging biomarkers into 1 model, plantar BMLs and PF imaging biomarkers, but not fat pad signal or heel spurs, were independently associated with CPHP.
Conclusion
Calcaneal BMLs and PF imaging biomarkers are associated with CPHP. Further research is required to understand whether these different markers represent distinct phenotypes of heel pain, and if so, whether there are specific treatment implications. |
doi_str_mv | 10.1002/acr.24887 |
format | Article |
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To determine associations between chronic plantar heel pain (CPHP) and imaging biomarkers derived from magnetic resonance imaging (MRI) and ultrasonography.
Methods
We compared 218 participants with CPHP with 100 age‐ and sex‐matched population controls. We assessed imaging biomarkers on MRI (calcaneal bone marrow lesions [BMLs], plantar fascia [PF] signal and thickness, spurs, and fat pad signal) and B‐mode/power Doppler ultrasound (PF thickness, echogenicity, and vascularity). Covariate data collected included demographic characteristics, disease history, clinical measures, and physical activity by accelerometry. Data were analyzed using multivariable conditional logistic regression.
Results
Plantar calcaneal BML size (mm2, odds ratio [OR] 1.03 [95% confidence interval (95% CI) 1.02–1.05]), larger plantar spurs (OR for spurs >5 mm 2.15 [95% CI 1.13–4.10]), PF signal (OR for signal penetrating >50% of the dorsoplantar width 12.12 [95% CI 5.36–27.42]), PF thickness (mm, OR for MRI 3.23 [95% CI 2.36–4.43] and ultrasound OR 3.78 [95% CI 2.69–5.32]), and echogenicity (diffusely hypoechoic OR 7.89 [95% CI 4.02–15.48] and focally hypoechoic OR 24.92 [95% CI 9.60–64.69]) were independently associated with CPHP. PF vascularity was uncommon, occurring exclusively in cases (cases with signal n = 47 [22%]). Combining imaging biomarkers into 1 model, plantar BMLs and PF imaging biomarkers, but not fat pad signal or heel spurs, were independently associated with CPHP.
Conclusion
Calcaneal BMLs and PF imaging biomarkers are associated with CPHP. Further research is required to understand whether these different markers represent distinct phenotypes of heel pain, and if so, whether there are specific treatment implications.</description><identifier>ISSN: 2151-464X</identifier><identifier>EISSN: 2151-4658</identifier><identifier>DOI: 10.1002/acr.24887</identifier><identifier>PMID: 35353951</identifier><language>eng</language><publisher>Boston, USA: Wiley Periodicals, Inc</publisher><subject>Biomarkers ; Bone imaging ; Bone Marrow ; Calcaneus ; Case-Control Studies ; Doppler effect ; Fascia ; Foot Diseases ; Heel - diagnostic imaging ; Heel - pathology ; Humans ; Magnetic resonance imaging ; Pain ; Pain - pathology ; Phenotypes ; Physical activity ; Ultrasonic imaging ; Ultrasound</subject><ispartof>Arthritis care & research (2010), 2023-04, Vol.75 (4), p.911-920</ispartof><rights>2022 The Authors. published by Wiley Periodicals LLC on behalf of American College of Rheumatology.</rights><rights>2022 The Authors. Arthritis Care & Research published by Wiley Periodicals LLC on behalf of American College of Rheumatology.</rights><rights>2022. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3887-42f22fd228fa005a0604b0b3b53167481b41b19d8863e200a9e2289bbd07fd213</citedby><cites>FETCH-LOGICAL-c3887-42f22fd228fa005a0604b0b3b53167481b41b19d8863e200a9e2289bbd07fd213</cites><orcidid>0000-0001-7322-1726 ; 0000-0003-0664-9305 ; 0000-0003-3897-2908 ; 0000-0002-9814-0006 ; 0000-0001-9165-1041 ; 0000-0002-1361-105X ; 0000-0003-2090-0746 ; 0000-0002-4112-3491</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Facr.24887$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Facr.24887$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35353951$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rogers, Jason</creatorcontrib><creatorcontrib>Jones, Graeme</creatorcontrib><creatorcontrib>Cook, Jill L.</creatorcontrib><creatorcontrib>Squibb, Kathryn</creatorcontrib><creatorcontrib>Halliday, Andrew</creatorcontrib><creatorcontrib>Wills, Karen</creatorcontrib><creatorcontrib>Lahham, Aroub</creatorcontrib><creatorcontrib>Winzenberg, Tania</creatorcontrib><title>Association of Calcaneal Bone Marrow Lesions and Plantar Fascia Imaging Biomarkers With Chronic Plantar Heel Pain: A Case–Control Study</title><title>Arthritis care & research (2010)</title><addtitle>Arthritis Care Res (Hoboken)</addtitle><description>Objective
To determine associations between chronic plantar heel pain (CPHP) and imaging biomarkers derived from magnetic resonance imaging (MRI) and ultrasonography.
Methods
We compared 218 participants with CPHP with 100 age‐ and sex‐matched population controls. We assessed imaging biomarkers on MRI (calcaneal bone marrow lesions [BMLs], plantar fascia [PF] signal and thickness, spurs, and fat pad signal) and B‐mode/power Doppler ultrasound (PF thickness, echogenicity, and vascularity). Covariate data collected included demographic characteristics, disease history, clinical measures, and physical activity by accelerometry. Data were analyzed using multivariable conditional logistic regression.
Results
Plantar calcaneal BML size (mm2, odds ratio [OR] 1.03 [95% confidence interval (95% CI) 1.02–1.05]), larger plantar spurs (OR for spurs >5 mm 2.15 [95% CI 1.13–4.10]), PF signal (OR for signal penetrating >50% of the dorsoplantar width 12.12 [95% CI 5.36–27.42]), PF thickness (mm, OR for MRI 3.23 [95% CI 2.36–4.43] and ultrasound OR 3.78 [95% CI 2.69–5.32]), and echogenicity (diffusely hypoechoic OR 7.89 [95% CI 4.02–15.48] and focally hypoechoic OR 24.92 [95% CI 9.60–64.69]) were independently associated with CPHP. PF vascularity was uncommon, occurring exclusively in cases (cases with signal n = 47 [22%]). Combining imaging biomarkers into 1 model, plantar BMLs and PF imaging biomarkers, but not fat pad signal or heel spurs, were independently associated with CPHP.
Conclusion
Calcaneal BMLs and PF imaging biomarkers are associated with CPHP. Further research is required to understand whether these different markers represent distinct phenotypes of heel pain, and if so, whether there are specific treatment implications.</description><subject>Biomarkers</subject><subject>Bone imaging</subject><subject>Bone Marrow</subject><subject>Calcaneus</subject><subject>Case-Control Studies</subject><subject>Doppler effect</subject><subject>Fascia</subject><subject>Foot Diseases</subject><subject>Heel - diagnostic imaging</subject><subject>Heel - pathology</subject><subject>Humans</subject><subject>Magnetic resonance imaging</subject><subject>Pain</subject><subject>Pain - pathology</subject><subject>Phenotypes</subject><subject>Physical activity</subject><subject>Ultrasonic imaging</subject><subject>Ultrasound</subject><issn>2151-464X</issn><issn>2151-4658</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><recordid>eNp1kbtO7DAQhi3EESCg4AWQJRooFnzNOnRLBAekPQJxEXTWJHHAkLXBToS2oz01b8iTYFjYAolxMSP5m3_G_hHaoGSXEsL2oAq7TCg1XEArjEo6EJlUi_Na3Cyj9RjvSQrOlOL5ElrmMp1c0hX0fxSjryx01jvsG1xAW4Ez0OID7wz-ByH4Zzw2Md1HDK7GZy24DgI-gpj68MkEbq27xQfWTyA8mBDxte3ucHEXvLPVHD82psVnYN0-HqUp0by9vBbedcG3-KLr6-ka-tNAG836V15FV0eHl8XxYHz696QYjQcVT48cCNYw1tSMqQYIkUAyIkpS8lJymg2FoqWgJc1rpTJuGCGQm8TmZVmTYWqjfBVtz3Qfg3_qTez0xMbKtGlP4_uoWSakkorkPKFbP9B73weXttNsmFMpslx9UDszqgo-xmAa_Rhs-ouppkR_WKSTRfrTosRufin25cTUc_LbkATszYBn25rp70p6VJzPJN8Bix2Z3w</recordid><startdate>202304</startdate><enddate>202304</enddate><creator>Rogers, Jason</creator><creator>Jones, Graeme</creator><creator>Cook, Jill L.</creator><creator>Squibb, Kathryn</creator><creator>Halliday, Andrew</creator><creator>Wills, Karen</creator><creator>Lahham, Aroub</creator><creator>Winzenberg, Tania</creator><general>Wiley Periodicals, Inc</general><general>Wiley Subscription Services, Inc</general><scope>24P</scope><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>7QP</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-7322-1726</orcidid><orcidid>https://orcid.org/0000-0003-0664-9305</orcidid><orcidid>https://orcid.org/0000-0003-3897-2908</orcidid><orcidid>https://orcid.org/0000-0002-9814-0006</orcidid><orcidid>https://orcid.org/0000-0001-9165-1041</orcidid><orcidid>https://orcid.org/0000-0002-1361-105X</orcidid><orcidid>https://orcid.org/0000-0003-2090-0746</orcidid><orcidid>https://orcid.org/0000-0002-4112-3491</orcidid></search><sort><creationdate>202304</creationdate><title>Association of Calcaneal Bone Marrow Lesions and Plantar Fascia Imaging Biomarkers With Chronic Plantar Heel Pain: A Case–Control Study</title><author>Rogers, Jason ; Jones, Graeme ; Cook, Jill L. ; Squibb, Kathryn ; Halliday, Andrew ; Wills, Karen ; Lahham, Aroub ; Winzenberg, Tania</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3887-42f22fd228fa005a0604b0b3b53167481b41b19d8863e200a9e2289bbd07fd213</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Biomarkers</topic><topic>Bone imaging</topic><topic>Bone Marrow</topic><topic>Calcaneus</topic><topic>Case-Control Studies</topic><topic>Doppler effect</topic><topic>Fascia</topic><topic>Foot Diseases</topic><topic>Heel - diagnostic imaging</topic><topic>Heel - pathology</topic><topic>Humans</topic><topic>Magnetic resonance imaging</topic><topic>Pain</topic><topic>Pain - pathology</topic><topic>Phenotypes</topic><topic>Physical activity</topic><topic>Ultrasonic imaging</topic><topic>Ultrasound</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rogers, Jason</creatorcontrib><creatorcontrib>Jones, Graeme</creatorcontrib><creatorcontrib>Cook, Jill L.</creatorcontrib><creatorcontrib>Squibb, Kathryn</creatorcontrib><creatorcontrib>Halliday, Andrew</creatorcontrib><creatorcontrib>Wills, Karen</creatorcontrib><creatorcontrib>Lahham, Aroub</creatorcontrib><creatorcontrib>Winzenberg, Tania</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Arthritis care & research (2010)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rogers, Jason</au><au>Jones, Graeme</au><au>Cook, Jill L.</au><au>Squibb, Kathryn</au><au>Halliday, Andrew</au><au>Wills, Karen</au><au>Lahham, Aroub</au><au>Winzenberg, Tania</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association of Calcaneal Bone Marrow Lesions and Plantar Fascia Imaging Biomarkers With Chronic Plantar Heel Pain: A Case–Control Study</atitle><jtitle>Arthritis care & research (2010)</jtitle><addtitle>Arthritis Care Res (Hoboken)</addtitle><date>2023-04</date><risdate>2023</risdate><volume>75</volume><issue>4</issue><spage>911</spage><epage>920</epage><pages>911-920</pages><issn>2151-464X</issn><eissn>2151-4658</eissn><abstract>Objective
To determine associations between chronic plantar heel pain (CPHP) and imaging biomarkers derived from magnetic resonance imaging (MRI) and ultrasonography.
Methods
We compared 218 participants with CPHP with 100 age‐ and sex‐matched population controls. We assessed imaging biomarkers on MRI (calcaneal bone marrow lesions [BMLs], plantar fascia [PF] signal and thickness, spurs, and fat pad signal) and B‐mode/power Doppler ultrasound (PF thickness, echogenicity, and vascularity). Covariate data collected included demographic characteristics, disease history, clinical measures, and physical activity by accelerometry. Data were analyzed using multivariable conditional logistic regression.
Results
Plantar calcaneal BML size (mm2, odds ratio [OR] 1.03 [95% confidence interval (95% CI) 1.02–1.05]), larger plantar spurs (OR for spurs >5 mm 2.15 [95% CI 1.13–4.10]), PF signal (OR for signal penetrating >50% of the dorsoplantar width 12.12 [95% CI 5.36–27.42]), PF thickness (mm, OR for MRI 3.23 [95% CI 2.36–4.43] and ultrasound OR 3.78 [95% CI 2.69–5.32]), and echogenicity (diffusely hypoechoic OR 7.89 [95% CI 4.02–15.48] and focally hypoechoic OR 24.92 [95% CI 9.60–64.69]) were independently associated with CPHP. PF vascularity was uncommon, occurring exclusively in cases (cases with signal n = 47 [22%]). Combining imaging biomarkers into 1 model, plantar BMLs and PF imaging biomarkers, but not fat pad signal or heel spurs, were independently associated with CPHP.
Conclusion
Calcaneal BMLs and PF imaging biomarkers are associated with CPHP. Further research is required to understand whether these different markers represent distinct phenotypes of heel pain, and if so, whether there are specific treatment implications.</abstract><cop>Boston, USA</cop><pub>Wiley Periodicals, Inc</pub><pmid>35353951</pmid><doi>10.1002/acr.24887</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-7322-1726</orcidid><orcidid>https://orcid.org/0000-0003-0664-9305</orcidid><orcidid>https://orcid.org/0000-0003-3897-2908</orcidid><orcidid>https://orcid.org/0000-0002-9814-0006</orcidid><orcidid>https://orcid.org/0000-0001-9165-1041</orcidid><orcidid>https://orcid.org/0000-0002-1361-105X</orcidid><orcidid>https://orcid.org/0000-0003-2090-0746</orcidid><orcidid>https://orcid.org/0000-0002-4112-3491</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Biomarkers Bone imaging Bone Marrow Calcaneus Case-Control Studies Doppler effect Fascia Foot Diseases Heel - diagnostic imaging Heel - pathology Humans Magnetic resonance imaging Pain Pain - pathology Phenotypes Physical activity Ultrasonic imaging Ultrasound |
title | Association of Calcaneal Bone Marrow Lesions and Plantar Fascia Imaging Biomarkers With Chronic Plantar Heel Pain: A Case–Control Study |
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