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Evaluation of a nonlinear Hertzian-based model reveals prostate cancer cells respond differently to force than normal prostate cells
Understanding how the mechanical properties of cells alter with disease may help with the development of novel diagnostics and treatment regimes. The emergence of tools such as the atomic force microscope (AFM) has enabled us to physically measure the mechanical properties of cells. However, suitabl...
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Published in: | Microscopy research and technique 2013-01, Vol.76 (1), p.36-41 |
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description | Understanding how the mechanical properties of cells alter with disease may help with the development of novel diagnostics and treatment regimes. The emergence of tools such as the atomic force microscope (AFM) has enabled us to physically measure the mechanical properties of cells. However, suitable models for the analysis of real experimental data are either absent, or fail to provide a simple analysis tool in which experimental data can be analyzed quickly and reliably. The Hertz model has been widely used to study AFM data on living cells, however it makes assumptions that are untrue for cells, namely that cells behave as linear elastic bodies. This article presents and evaluates an alternative nonlinear Hertz model, which allows the Young's modulus to vary according to a second order polynomial function of indentation depth. Evaluation of the model revealed that prostate cancer cells (PC3) responded more uniformly to force compared to the normal PNT2 cells. Also, more energy (J) was needed to deform the normal prostate cells compared to the prostate cancer cells. Finally, the model described here suggests that overall the normal prostate cells behave in a more linear fashion to applied force compared to the prostate cancer cells. Microsc. Res. Tech., 2013. © 2012 Wiley Periodicals, Inc. |
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The emergence of tools such as the atomic force microscope (AFM) has enabled us to physically measure the mechanical properties of cells. However, suitable models for the analysis of real experimental data are either absent, or fail to provide a simple analysis tool in which experimental data can be analyzed quickly and reliably. The Hertz model has been widely used to study AFM data on living cells, however it makes assumptions that are untrue for cells, namely that cells behave as linear elastic bodies. This article presents and evaluates an alternative nonlinear Hertz model, which allows the Young's modulus to vary according to a second order polynomial function of indentation depth. Evaluation of the model revealed that prostate cancer cells (PC3) responded more uniformly to force compared to the normal PNT2 cells. Also, more energy (J) was needed to deform the normal prostate cells compared to the prostate cancer cells. Finally, the model described here suggests that overall the normal prostate cells behave in a more linear fashion to applied force compared to the prostate cancer cells. Microsc. Res. Tech., 2013. © 2012 Wiley Periodicals, Inc.</description><identifier>ISSN: 1059-910X</identifier><identifier>EISSN: 1097-0029</identifier><identifier>DOI: 10.1002/jemt.22132</identifier><identifier>PMID: 23070866</identifier><identifier>CODEN: MRTEEO</identifier><language>eng</language><publisher>Hoboken: Wiley Subscription Services, Inc., A Wiley Company</publisher><subject>Actins - metabolism ; AFM ; Atomic force microscopy ; Biomechanical Phenomena ; Cancer ; Cell Line ; Hertz model ; Humans ; Indentation ; Male ; Mathematical models ; Mechanical properties ; mechanics ; Microscopy, Atomic Force ; Models, Theoretical ; nonlinear ; Nonlinear Dynamics ; Nonlinearity ; Polynomials ; Prostate ; Prostate - chemistry ; Prostate - cytology ; Prostate - metabolism ; Prostatic Neoplasms - chemistry ; Prostatic Neoplasms - metabolism ; stiffness ; Stress, Mechanical</subject><ispartof>Microscopy research and technique, 2013-01, Vol.76 (1), p.36-41</ispartof><rights>Copyright © 2012 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4282-4ebc92b08b1c4cc47a798d38f560521328a70ae5cbef84b2f82872390e8a9fa3</citedby><cites>FETCH-LOGICAL-c4282-4ebc92b08b1c4cc47a798d38f560521328a70ae5cbef84b2f82872390e8a9fa3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23070866$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Murphy, M.F.</creatorcontrib><creatorcontrib>Lilley, F.</creatorcontrib><creatorcontrib>Lalor, M.J.</creatorcontrib><creatorcontrib>Crosby, S.R.</creatorcontrib><creatorcontrib>Madden, G.</creatorcontrib><creatorcontrib>Johnston, G.</creatorcontrib><creatorcontrib>Burton, D.R.</creatorcontrib><title>Evaluation of a nonlinear Hertzian-based model reveals prostate cancer cells respond differently to force than normal prostate cells</title><title>Microscopy research and technique</title><addtitle>Microsc. Res. Tech</addtitle><description>Understanding how the mechanical properties of cells alter with disease may help with the development of novel diagnostics and treatment regimes. The emergence of tools such as the atomic force microscope (AFM) has enabled us to physically measure the mechanical properties of cells. However, suitable models for the analysis of real experimental data are either absent, or fail to provide a simple analysis tool in which experimental data can be analyzed quickly and reliably. The Hertz model has been widely used to study AFM data on living cells, however it makes assumptions that are untrue for cells, namely that cells behave as linear elastic bodies. This article presents and evaluates an alternative nonlinear Hertz model, which allows the Young's modulus to vary according to a second order polynomial function of indentation depth. Evaluation of the model revealed that prostate cancer cells (PC3) responded more uniformly to force compared to the normal PNT2 cells. Also, more energy (J) was needed to deform the normal prostate cells compared to the prostate cancer cells. Finally, the model described here suggests that overall the normal prostate cells behave in a more linear fashion to applied force compared to the prostate cancer cells. Microsc. Res. Tech., 2013. © 2012 Wiley Periodicals, Inc.</description><subject>Actins - metabolism</subject><subject>AFM</subject><subject>Atomic force microscopy</subject><subject>Biomechanical Phenomena</subject><subject>Cancer</subject><subject>Cell Line</subject><subject>Hertz model</subject><subject>Humans</subject><subject>Indentation</subject><subject>Male</subject><subject>Mathematical models</subject><subject>Mechanical properties</subject><subject>mechanics</subject><subject>Microscopy, Atomic Force</subject><subject>Models, Theoretical</subject><subject>nonlinear</subject><subject>Nonlinear Dynamics</subject><subject>Nonlinearity</subject><subject>Polynomials</subject><subject>Prostate</subject><subject>Prostate - chemistry</subject><subject>Prostate - cytology</subject><subject>Prostate - metabolism</subject><subject>Prostatic Neoplasms - chemistry</subject><subject>Prostatic Neoplasms - metabolism</subject><subject>stiffness</subject><subject>Stress, Mechanical</subject><issn>1059-910X</issn><issn>1097-0029</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNqFkc1u1DAURiMEoqWw4QGQJTYIKcV_ie0lqqYt0MJmBOwsx7kWGRJ7ansKw5oHxyFthVjAytbV-Y599VXVU4KPCcb01QamfEwpYfRedUiwEnWZqvvzvVG1IvjzQfUopQ3GhDSEP6wOKMMCy7Y9rH6urs24M3kIHgWHDPLBj4MHE9E5xPxjML7uTIIeTaGHEUW4BjMmtI0hZZMBWeMtRGRhLNMIaRt8j_rBOYjg87hHOSAXogWUvxhf9HEy4x_xOfe4euCKFJ7cnEfV-nS1PjmvLz6cvTl5fVFbTiWtOXRW0Q7LjlhuLRdGKNkz6ZoWN_P60ghsoLEdOMk76iSVgjKFQRrlDDuqXiza8vrVDlLW05DmDxgPYZc0aQXhXKqW_h-lghGKF_T5X-gm7KIvexSKU962rFGFerlQtmyeIji9jcNk4l4TrOcW9dyi_t1igZ_dKHfdBP0deltbAcgCfBtG2P9Dpd-uLte30nrJDCnD97uMiV91K5ho9Kf3Z_qSNR9L4J0-Zb8A5r231w</recordid><startdate>201301</startdate><enddate>201301</enddate><creator>Murphy, M.F.</creator><creator>Lilley, F.</creator><creator>Lalor, M.J.</creator><creator>Crosby, S.R.</creator><creator>Madden, G.</creator><creator>Johnston, G.</creator><creator>Burton, D.R.</creator><general>Wiley Subscription Services, Inc., A Wiley Company</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</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>7QF</scope><scope>7QO</scope><scope>7QP</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7SS</scope><scope>7TA</scope><scope>7TB</scope><scope>7U5</scope><scope>7U7</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>JG9</scope><scope>JQ2</scope><scope>K9.</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>201301</creationdate><title>Evaluation of a nonlinear Hertzian-based model reveals prostate cancer cells respond differently to force than normal prostate cells</title><author>Murphy, M.F. ; 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This article presents and evaluates an alternative nonlinear Hertz model, which allows the Young's modulus to vary according to a second order polynomial function of indentation depth. Evaluation of the model revealed that prostate cancer cells (PC3) responded more uniformly to force compared to the normal PNT2 cells. Also, more energy (J) was needed to deform the normal prostate cells compared to the prostate cancer cells. Finally, the model described here suggests that overall the normal prostate cells behave in a more linear fashion to applied force compared to the prostate cancer cells. Microsc. Res. Tech., 2013. © 2012 Wiley Periodicals, Inc.</abstract><cop>Hoboken</cop><pub>Wiley Subscription Services, Inc., A Wiley Company</pub><pmid>23070866</pmid><doi>10.1002/jemt.22132</doi><tpages>6</tpages></addata></record> |
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subjects | Actins - metabolism AFM Atomic force microscopy Biomechanical Phenomena Cancer Cell Line Hertz model Humans Indentation Male Mathematical models Mechanical properties mechanics Microscopy, Atomic Force Models, Theoretical nonlinear Nonlinear Dynamics Nonlinearity Polynomials Prostate Prostate - chemistry Prostate - cytology Prostate - metabolism Prostatic Neoplasms - chemistry Prostatic Neoplasms - metabolism stiffness Stress, Mechanical |
title | Evaluation of a nonlinear Hertzian-based model reveals prostate cancer cells respond differently to force than normal prostate cells |
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