A practical solution to reduce soft tissue artifact error at the knee using adaptive kinematic constraints
Abstract Musculoskeletal modeling and simulations have vast potential in clinical and research fields, but face various challenges in representing the complexities of the human body. Soft tissue artifact from skin-mounted markers may lead to non-physiological representation of joint motions being us...
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| Veröffentlicht in: | Journal of biomechanics 2017-09, Vol.62, p.124-131 |
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| creator | Potvin, Brigitte M Shourijeh, Mohammad S Smale, Kenneth B Benoit, Daniel L |
| description | Abstract Musculoskeletal modeling and simulations have vast potential in clinical and research fields, but face various challenges in representing the complexities of the human body. Soft tissue artifact from skin-mounted markers may lead to non-physiological representation of joint motions being used as inputs to models in simulations. To address this, we have developed adaptive joint constraints on five of the six degree of freedom of the knee joint based on in vivo tibiofemoral joint motions recorded during walking, hopping and cutting motions from subjects instrumented with intra-cortical pins inserted into their tibia and femur. The constraint boundaries vary as a function of knee flexion angle and were tested on four whole-body models including four to six knee degrees of freedom. A musculoskeletal model developed in OpenSim simulation software was constrained to these in vivo boundaries during level gait and inverse kinematics and dynamics were then resolved. Statistical parametric mapping indicated significant differences (p |
| doi_str_mv | 10.1016/j.jbiomech.2017.02.006 |
| format | Article |
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Soft tissue artifact from skin-mounted markers may lead to non-physiological representation of joint motions being used as inputs to models in simulations. To address this, we have developed adaptive joint constraints on five of the six degree of freedom of the knee joint based on in vivo tibiofemoral joint motions recorded during walking, hopping and cutting motions from subjects instrumented with intra-cortical pins inserted into their tibia and femur. The constraint boundaries vary as a function of knee flexion angle and were tested on four whole-body models including four to six knee degrees of freedom. A musculoskeletal model developed in OpenSim simulation software was constrained to these in vivo boundaries during level gait and inverse kinematics and dynamics were then resolved. Statistical parametric mapping indicated significant differences (p<0.05) in kinematics between bone pin constrained and unconstrained model conditions, notably in knee translations, while hip and ankle flexion/extension angles were also affected, indicating the error at the knee propagates to surrounding joints. These changes to hip, knee, and ankle kinematics led to measurable changes in hip and knee transverse plane moments, and knee frontal plane moments and forces. Since knee flexion angle can be validly represented using skin mounted markers, our tool uses this reliable measure to guide the five other degrees of freedom at the knee and provide a more valid representation of the kinematics for these degrees of freedom.</description><identifier>ISSN: 0021-9290</identifier><identifier>EISSN: 1873-2380</identifier><identifier>DOI: 10.1016/j.jbiomech.2017.02.006</identifier><identifier>PMID: 28291516</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Adolescent ; Adult ; Ankle ; Biomechanical Phenomena ; Biomechanics ; Boundaries ; Computer simulation ; Constraint modelling ; Degrees of freedom ; Femur ; Femur - physiology ; Gait ; Hip ; Humans ; Hypothesis testing ; In vivo ; Inverse kinematics ; Kinematics ; Knee ; Knee joint ; Knee Joint - physiology ; Male ; Markers ; Models, Biological ; Motion ; Motion capture ; Movement - physiology ; Musculoskeletal modeling ; Musculoskeletal system ; Physical Medicine and Rehabilitation ; Physiology ; Simulation ; Skin ; Soft tissue artifact ; Software ; Statistical analysis ; Tibia ; Tibia - physiology ; Translations ; Walking ; Young Adult</subject><ispartof>Journal of biomechanics, 2017-09, Vol.62, p.124-131</ispartof><rights>2017 Elsevier Ltd</rights><rights>Copyright © 2017 Elsevier Ltd. All rights reserved.</rights><rights>2017. Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c451t-47babb742787bba770bb95c857426eddd4e10df63238f654646df5cd769dcf533</citedby><cites>FETCH-LOGICAL-c451t-47babb742787bba770bb95c857426eddd4e10df63238f654646df5cd769dcf533</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.proquest.com/docview/1949675769?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995,64385,64387,64389,72469</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28291516$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Potvin, Brigitte M</creatorcontrib><creatorcontrib>Shourijeh, Mohammad S</creatorcontrib><creatorcontrib>Smale, Kenneth B</creatorcontrib><creatorcontrib>Benoit, Daniel L</creatorcontrib><title>A practical solution to reduce soft tissue artifact error at the knee using adaptive kinematic constraints</title><title>Journal of biomechanics</title><addtitle>J Biomech</addtitle><description>Abstract Musculoskeletal modeling and simulations have vast potential in clinical and research fields, but face various challenges in representing the complexities of the human body. Soft tissue artifact from skin-mounted markers may lead to non-physiological representation of joint motions being used as inputs to models in simulations. To address this, we have developed adaptive joint constraints on five of the six degree of freedom of the knee joint based on in vivo tibiofemoral joint motions recorded during walking, hopping and cutting motions from subjects instrumented with intra-cortical pins inserted into their tibia and femur. The constraint boundaries vary as a function of knee flexion angle and were tested on four whole-body models including four to six knee degrees of freedom. A musculoskeletal model developed in OpenSim simulation software was constrained to these in vivo boundaries during level gait and inverse kinematics and dynamics were then resolved. Statistical parametric mapping indicated significant differences (p<0.05) in kinematics between bone pin constrained and unconstrained model conditions, notably in knee translations, while hip and ankle flexion/extension angles were also affected, indicating the error at the knee propagates to surrounding joints. These changes to hip, knee, and ankle kinematics led to measurable changes in hip and knee transverse plane moments, and knee frontal plane moments and forces. Since knee flexion angle can be validly represented using skin mounted markers, our tool uses this reliable measure to guide the five other degrees of freedom at the knee and provide a more valid representation of the kinematics for these degrees of freedom.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Ankle</subject><subject>Biomechanical Phenomena</subject><subject>Biomechanics</subject><subject>Boundaries</subject><subject>Computer simulation</subject><subject>Constraint modelling</subject><subject>Degrees of freedom</subject><subject>Femur</subject><subject>Femur - physiology</subject><subject>Gait</subject><subject>Hip</subject><subject>Humans</subject><subject>Hypothesis testing</subject><subject>In vivo</subject><subject>Inverse kinematics</subject><subject>Kinematics</subject><subject>Knee</subject><subject>Knee joint</subject><subject>Knee Joint - physiology</subject><subject>Male</subject><subject>Markers</subject><subject>Models, Biological</subject><subject>Motion</subject><subject>Motion capture</subject><subject>Movement - physiology</subject><subject>Musculoskeletal modeling</subject><subject>Musculoskeletal system</subject><subject>Physical Medicine and Rehabilitation</subject><subject>Physiology</subject><subject>Simulation</subject><subject>Skin</subject><subject>Soft tissue artifact</subject><subject>Software</subject><subject>Statistical analysis</subject><subject>Tibia</subject><subject>Tibia - physiology</subject><subject>Translations</subject><subject>Walking</subject><subject>Young Adult</subject><issn>0021-9290</issn><issn>1873-2380</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqFks1u1TAQhS1ERW8Lr1BZYsMmYZwfO9kgqgoKUqUuWtaWY0-o08S-2E6lvj0OtwWpG1a2xt-c8cwZQs4YlAwY_ziV02D9gvqurICJEqoSgL8iO9aJuqjqDl6THUDFir7q4ZicxDgBgGhE_4YcV13Vs5bxHZnO6T4onaxWM41-XpP1jiZPA5pVYw6NiSYb44pUhWTHzFIMwQeq8sMd0nuHSNdo3U-qjNon-5Bj1uGisijV3sUUlHUpviVHo5ojvns6T8mPr19uL74VV9eX3y_OrwrdtCwVjRjUMIimEp0YBiUEDEPf6q7NIY7GmAYZmJHXucmRtw1vuBlbbQTvjR7buj4lHw66--B_rRiTXGzUOM_KoV-jzBMSXctq4Bl9_wKd_Bpc_p1kfdNz0WbVTPEDpYOPMeAo98EuKjxKBnJzQ07y2Q25uSGhkvBH_uxJfh0WNH_Tnsefgc8HAPM8HiwGGbVFp9HYgDpJ4-3_a3x6IaFn6zY77_ER479-ZMwJ8mbbiW0lmKiB5Xv9G4kEtFw</recordid><startdate>20170906</startdate><enddate>20170906</enddate><creator>Potvin, Brigitte M</creator><creator>Shourijeh, Mohammad S</creator><creator>Smale, Kenneth B</creator><creator>Benoit, Daniel L</creator><general>Elsevier Ltd</general><general>Elsevier Limited</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>3V.</scope><scope>7QP</scope><scope>7TB</scope><scope>7TS</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>M7P</scope><scope>MBDVC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope></search><sort><creationdate>20170906</creationdate><title>A practical solution to reduce soft tissue artifact error at the knee using adaptive kinematic constraints</title><author>Potvin, Brigitte M ; Shourijeh, Mohammad S ; Smale, Kenneth B ; Benoit, Daniel L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c451t-47babb742787bba770bb95c857426eddd4e10df63238f654646df5cd769dcf533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Ankle</topic><topic>Biomechanical Phenomena</topic><topic>Biomechanics</topic><topic>Boundaries</topic><topic>Computer simulation</topic><topic>Constraint modelling</topic><topic>Degrees of freedom</topic><topic>Femur</topic><topic>Femur - physiology</topic><topic>Gait</topic><topic>Hip</topic><topic>Humans</topic><topic>Hypothesis testing</topic><topic>In vivo</topic><topic>Inverse kinematics</topic><topic>Kinematics</topic><topic>Knee</topic><topic>Knee joint</topic><topic>Knee Joint - physiology</topic><topic>Male</topic><topic>Markers</topic><topic>Models, Biological</topic><topic>Motion</topic><topic>Motion capture</topic><topic>Movement - physiology</topic><topic>Musculoskeletal modeling</topic><topic>Musculoskeletal system</topic><topic>Physical Medicine and Rehabilitation</topic><topic>Physiology</topic><topic>Simulation</topic><topic>Skin</topic><topic>Soft tissue artifact</topic><topic>Software</topic><topic>Statistical analysis</topic><topic>Tibia</topic><topic>Tibia - physiology</topic><topic>Translations</topic><topic>Walking</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Potvin, Brigitte M</creatorcontrib><creatorcontrib>Shourijeh, Mohammad S</creatorcontrib><creatorcontrib>Smale, Kenneth B</creatorcontrib><creatorcontrib>Benoit, Daniel L</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Physical Education Index</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of biomechanics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Potvin, Brigitte M</au><au>Shourijeh, Mohammad S</au><au>Smale, Kenneth B</au><au>Benoit, Daniel L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A practical solution to reduce soft tissue artifact error at the knee using adaptive kinematic constraints</atitle><jtitle>Journal of biomechanics</jtitle><addtitle>J Biomech</addtitle><date>2017-09-06</date><risdate>2017</risdate><volume>62</volume><spage>124</spage><epage>131</epage><pages>124-131</pages><issn>0021-9290</issn><eissn>1873-2380</eissn><abstract>Abstract Musculoskeletal modeling and simulations have vast potential in clinical and research fields, but face various challenges in representing the complexities of the human body. Soft tissue artifact from skin-mounted markers may lead to non-physiological representation of joint motions being used as inputs to models in simulations. To address this, we have developed adaptive joint constraints on five of the six degree of freedom of the knee joint based on in vivo tibiofemoral joint motions recorded during walking, hopping and cutting motions from subjects instrumented with intra-cortical pins inserted into their tibia and femur. The constraint boundaries vary as a function of knee flexion angle and were tested on four whole-body models including four to six knee degrees of freedom. A musculoskeletal model developed in OpenSim simulation software was constrained to these in vivo boundaries during level gait and inverse kinematics and dynamics were then resolved. Statistical parametric mapping indicated significant differences (p<0.05) in kinematics between bone pin constrained and unconstrained model conditions, notably in knee translations, while hip and ankle flexion/extension angles were also affected, indicating the error at the knee propagates to surrounding joints. These changes to hip, knee, and ankle kinematics led to measurable changes in hip and knee transverse plane moments, and knee frontal plane moments and forces. Since knee flexion angle can be validly represented using skin mounted markers, our tool uses this reliable measure to guide the five other degrees of freedom at the knee and provide a more valid representation of the kinematics for these degrees of freedom.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>28291516</pmid><doi>10.1016/j.jbiomech.2017.02.006</doi><tpages>8</tpages></addata></record> |
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| subjects | Adolescent Adult Ankle Biomechanical Phenomena Biomechanics Boundaries Computer simulation Constraint modelling Degrees of freedom Femur Femur - physiology Gait Hip Humans Hypothesis testing In vivo Inverse kinematics Kinematics Knee Knee joint Knee Joint - physiology Male Markers Models, Biological Motion Motion capture Movement - physiology Musculoskeletal modeling Musculoskeletal system Physical Medicine and Rehabilitation Physiology Simulation Skin Soft tissue artifact Software Statistical analysis Tibia Tibia - physiology Translations Walking Young Adult |
| title | A practical solution to reduce soft tissue artifact error at the knee using adaptive kinematic constraints |
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