Direct Measurement of Contraction Force in Cardiac Tissue Construct in 2D-Plane Using Dual Axis Cantilever Sensor
In this work, we present a technique for a dual axis contraction force measurement of human cell based cardiac tissue constructs. The cardiac tissue constructs consist of a vascular-like network and induced pluripotent stem cell derived cardiomyocytes. Before the force measurements, the cardiac tiss...
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creator | Virtanen, Juhani Koivisto, Maria Toimela, Tarja Vehkaoja, Antti Heinonen, Tuula Tuukkanen, Sampo |
description | In this work, we present a technique for a dual axis contraction force measurement of human cell based cardiac tissue constructs. The cardiac tissue constructs consist of a vascular-like network and induced pluripotent stem cell derived cardiomyocytes. Before the force measurements, the cardiac tissue constructs were detached from the culture substrate to allow less restricted contraction. The in-house prepared force sensors are composed of piezoelectric sensing elements and a metallic cantilever for contacting the cardiac tissue constructs. A dedicated measurement platform with embedded signal processing software is used for data acquisition from the sensors. Dual axis force sensor results are compared with our previously developed single axis force sensor technique. Additionally, the proposed dual axis force measurement system can measure two-dimensional displacement trajectories of the cantilever probe tip. We propose a pattern matching method for classification of the captured cardiac contraction cycle patterns and for extracting anomalies in the measured cycles. We demonstrate both single and dual axis peak cardiac construct contraction force measurement results in the ranges of 3.4 - 6.7~\mu \text{N} and 9.4 - 10.6~\mu \text{N} , respectively. The relative standard deviation of the peak contraction force results varied between 1.0 and 4.1% in eight captured 60 second measurement sequences. |
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The cardiac tissue constructs consist of a vascular-like network and induced pluripotent stem cell derived cardiomyocytes. Before the force measurements, the cardiac tissue constructs were detached from the culture substrate to allow less restricted contraction. The in-house prepared force sensors are composed of piezoelectric sensing elements and a metallic cantilever for contacting the cardiac tissue constructs. A dedicated measurement platform with embedded signal processing software is used for data acquisition from the sensors. Dual axis force sensor results are compared with our previously developed single axis force sensor technique. Additionally, the proposed dual axis force measurement system can measure two-dimensional displacement trajectories of the cantilever probe tip. We propose a pattern matching method for classification of the captured cardiac contraction cycle patterns and for extracting anomalies in the measured cycles. We demonstrate both single and dual axis peak cardiac construct contraction force measurement results in the ranges of 3.4 - <inline-formula> <tex-math notation="LaTeX">6.7~\mu \text{N} </tex-math></inline-formula> and 9.4 - <inline-formula> <tex-math notation="LaTeX">10.6~\mu \text{N} </tex-math></inline-formula>, respectively. The relative standard deviation of the peak contraction force results varied between 1.0 and 4.1% in eight captured 60 second measurement sequences.]]></description><identifier>ISSN: 1530-437X</identifier><identifier>EISSN: 1558-1748</identifier><identifier>DOI: 10.1109/JSEN.2020.3027857</identifier><identifier>CODEN: ISJEAZ</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Anomalies ; cardiac construct ; Cardiac tissue ; Construction planning ; Contraction force measurement ; data processing ; Force ; Force measurement ; Force sensors ; hiPSC ; Imaging ; Pattern matching ; Piezoelectricity ; Probes ; Sensors ; Signal processing ; Stem cells ; Substrates ; Trajectory measurement</subject><ispartof>IEEE sensors journal, 2021-02, Vol.21 (3), p.2702-2711</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-11f0165ab75c4a85d9da9ffd60c251546e26038013ef59ceb3a1194b920b86863</citedby><cites>FETCH-LOGICAL-c293t-11f0165ab75c4a85d9da9ffd60c251546e26038013ef59ceb3a1194b920b86863</cites><orcidid>0000-0002-2647-4496 ; 0000-0003-3721-3467 ; 0000-0002-4090-7278</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9210060$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9210060$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Virtanen, Juhani</creatorcontrib><creatorcontrib>Koivisto, Maria</creatorcontrib><creatorcontrib>Toimela, Tarja</creatorcontrib><creatorcontrib>Vehkaoja, Antti</creatorcontrib><creatorcontrib>Heinonen, Tuula</creatorcontrib><creatorcontrib>Tuukkanen, Sampo</creatorcontrib><title>Direct Measurement of Contraction Force in Cardiac Tissue Construct in 2D-Plane Using Dual Axis Cantilever Sensor</title><title>IEEE sensors journal</title><addtitle>JSEN</addtitle><description><![CDATA[In this work, we present a technique for a dual axis contraction force measurement of human cell based cardiac tissue constructs. The cardiac tissue constructs consist of a vascular-like network and induced pluripotent stem cell derived cardiomyocytes. Before the force measurements, the cardiac tissue constructs were detached from the culture substrate to allow less restricted contraction. The in-house prepared force sensors are composed of piezoelectric sensing elements and a metallic cantilever for contacting the cardiac tissue constructs. A dedicated measurement platform with embedded signal processing software is used for data acquisition from the sensors. Dual axis force sensor results are compared with our previously developed single axis force sensor technique. Additionally, the proposed dual axis force measurement system can measure two-dimensional displacement trajectories of the cantilever probe tip. We propose a pattern matching method for classification of the captured cardiac contraction cycle patterns and for extracting anomalies in the measured cycles. We demonstrate both single and dual axis peak cardiac construct contraction force measurement results in the ranges of 3.4 - <inline-formula> <tex-math notation="LaTeX">6.7~\mu \text{N} </tex-math></inline-formula> and 9.4 - <inline-formula> <tex-math notation="LaTeX">10.6~\mu \text{N} </tex-math></inline-formula>, respectively. The relative standard deviation of the peak contraction force results varied between 1.0 and 4.1% in eight captured 60 second measurement sequences.]]></description><subject>Anomalies</subject><subject>cardiac construct</subject><subject>Cardiac tissue</subject><subject>Construction planning</subject><subject>Contraction force measurement</subject><subject>data processing</subject><subject>Force</subject><subject>Force measurement</subject><subject>Force sensors</subject><subject>hiPSC</subject><subject>Imaging</subject><subject>Pattern matching</subject><subject>Piezoelectricity</subject><subject>Probes</subject><subject>Sensors</subject><subject>Signal processing</subject><subject>Stem cells</subject><subject>Substrates</subject><subject>Trajectory measurement</subject><issn>1530-437X</issn><issn>1558-1748</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kF1LwzAUhosoOKc_QLwJeN2Zj6ZpLke3-cH8gG3gXUnTU8no0i1JRf-9LRtehBM4z3PO4Y2iW4InhGD58LKav00opnjCMBUZF2fRiHCexUQk2fnwZzhOmPi8jK6832JMpOBiFB1mxoEO6BWU7xzswAbU1ihvbXBKB9NatGidBmQsypWrjNJobbzvYGB8cF0v9z06iz8aZQFtvLFfaNapBk1_jO8lG0wD3-DQCqxv3XV0UavGw82pjqPNYr7On-Ll--NzPl3GmkoWYkJqTFKuSsF1ojJeyUrJuq5SrCknPEmBpphlmDCoudRQMkWITEpJcZmlWcrG0f1x7t61hw58KLZt52y_sqCJEP1LGe0pcqS0a713UBd7Z3bK_RYEF0OyxZBsMSRbnJLtnbujYwDgn5eUYNyf9AfZ03QW</recordid><startdate>20210201</startdate><enddate>20210201</enddate><creator>Virtanen, Juhani</creator><creator>Koivisto, Maria</creator><creator>Toimela, Tarja</creator><creator>Vehkaoja, Antti</creator><creator>Heinonen, Tuula</creator><creator>Tuukkanen, Sampo</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-2647-4496</orcidid><orcidid>https://orcid.org/0000-0003-3721-3467</orcidid><orcidid>https://orcid.org/0000-0002-4090-7278</orcidid></search><sort><creationdate>20210201</creationdate><title>Direct Measurement of Contraction Force in Cardiac Tissue Construct in 2D-Plane Using Dual Axis Cantilever Sensor</title><author>Virtanen, Juhani ; Koivisto, Maria ; Toimela, Tarja ; Vehkaoja, Antti ; Heinonen, Tuula ; Tuukkanen, Sampo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c293t-11f0165ab75c4a85d9da9ffd60c251546e26038013ef59ceb3a1194b920b86863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Anomalies</topic><topic>cardiac construct</topic><topic>Cardiac tissue</topic><topic>Construction planning</topic><topic>Contraction force measurement</topic><topic>data processing</topic><topic>Force</topic><topic>Force measurement</topic><topic>Force sensors</topic><topic>hiPSC</topic><topic>Imaging</topic><topic>Pattern matching</topic><topic>Piezoelectricity</topic><topic>Probes</topic><topic>Sensors</topic><topic>Signal processing</topic><topic>Stem cells</topic><topic>Substrates</topic><topic>Trajectory measurement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Virtanen, Juhani</creatorcontrib><creatorcontrib>Koivisto, Maria</creatorcontrib><creatorcontrib>Toimela, Tarja</creatorcontrib><creatorcontrib>Vehkaoja, Antti</creatorcontrib><creatorcontrib>Heinonen, Tuula</creatorcontrib><creatorcontrib>Tuukkanen, Sampo</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE sensors journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Virtanen, Juhani</au><au>Koivisto, Maria</au><au>Toimela, Tarja</au><au>Vehkaoja, Antti</au><au>Heinonen, Tuula</au><au>Tuukkanen, Sampo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Direct Measurement of Contraction Force in Cardiac Tissue Construct in 2D-Plane Using Dual Axis Cantilever Sensor</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2021-02-01</date><risdate>2021</risdate><volume>21</volume><issue>3</issue><spage>2702</spage><epage>2711</epage><pages>2702-2711</pages><issn>1530-437X</issn><eissn>1558-1748</eissn><coden>ISJEAZ</coden><abstract><![CDATA[In this work, we present a technique for a dual axis contraction force measurement of human cell based cardiac tissue constructs. The cardiac tissue constructs consist of a vascular-like network and induced pluripotent stem cell derived cardiomyocytes. Before the force measurements, the cardiac tissue constructs were detached from the culture substrate to allow less restricted contraction. The in-house prepared force sensors are composed of piezoelectric sensing elements and a metallic cantilever for contacting the cardiac tissue constructs. A dedicated measurement platform with embedded signal processing software is used for data acquisition from the sensors. Dual axis force sensor results are compared with our previously developed single axis force sensor technique. Additionally, the proposed dual axis force measurement system can measure two-dimensional displacement trajectories of the cantilever probe tip. We propose a pattern matching method for classification of the captured cardiac contraction cycle patterns and for extracting anomalies in the measured cycles. We demonstrate both single and dual axis peak cardiac construct contraction force measurement results in the ranges of 3.4 - <inline-formula> <tex-math notation="LaTeX">6.7~\mu \text{N} </tex-math></inline-formula> and 9.4 - <inline-formula> <tex-math notation="LaTeX">10.6~\mu \text{N} </tex-math></inline-formula>, respectively. The relative standard deviation of the peak contraction force results varied between 1.0 and 4.1% in eight captured 60 second measurement sequences.]]></abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/JSEN.2020.3027857</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-2647-4496</orcidid><orcidid>https://orcid.org/0000-0003-3721-3467</orcidid><orcidid>https://orcid.org/0000-0002-4090-7278</orcidid></addata></record> |
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subjects | Anomalies cardiac construct Cardiac tissue Construction planning Contraction force measurement data processing Force Force measurement Force sensors hiPSC Imaging Pattern matching Piezoelectricity Probes Sensors Signal processing Stem cells Substrates Trajectory measurement |
title | Direct Measurement of Contraction Force in Cardiac Tissue Construct in 2D-Plane Using Dual Axis Cantilever Sensor |
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