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dc.contributor.author Ahamadzadeh, Ezat -
dc.contributor.author Jaferzadeh, Keyvan -
dc.contributor.author Park, Seonghwan -
dc.contributor.author Son, Seungwoo -
dc.contributor.author Moon, Inkyu -
dc.date.accessioned 2021-10-17T03:00:04Z -
dc.date.available 2021-10-17T03:00:04Z -
dc.date.created 2021-09-30 -
dc.date.issued 2022-01 -
dc.identifier.issn 0956-5663 -
dc.identifier.uri http://hdl.handle.net/20.500.11750/15551 -
dc.description.abstract This paper proposes a new non-invasive, low-cost, and fully automated platform to quantitatively analyze dynamics of human-induced pluripotent stem cell-derived cardiomyocytes (hiPS-CMs) at the single-cell level by holographic image-based tracking for cardiotoxicity screening. A dense Farneback optical flow method and holographic imaging informatics were combined to characterize the contractile motion of a single CM, which obviates the need for costly equipment to monitor a CM's mechanical beat activity. The reliability of the proposed platform was tested by single-cell motion characterization, synchronization analysis, motion speed measurement of fixed CMs versus live CMs, and noise sensitivity. The applicability of the motion characterization method was tested to determine the pharmacological effects of two cardiovascular drugs, isoprenaline (166 nM) and E−4031 (500 μM). The experiments were done using single CMs and multiple cells, and the results were compared to control conditions. Cardiomyocytes responded to isoprenaline by increasing the action potential (AP) speed and shortening the resting period, thus increasing the beat frequency. In the presence of E−4031, the AP speed was decreased, and the resting period was prolonged, thus decreasing the beat frequency. The findings offer insights into single hiPS-CMs’ contractile motion and a deep understanding of their kinetics at the single-cell level for cardiotoxicity screening. © 2021 The Author(s) -
dc.language English -
dc.publisher Elsevier -
dc.title Automated analysis of human cardiomyocytes dynamics with holographic image-based tracking for cardiotoxicity screening -
dc.type Article -
dc.identifier.doi 10.1016/j.bios.2021.113570 -
dc.identifier.wosid 000697557200004 -
dc.identifier.scopusid 2-s2.0-85113439365 -
dc.identifier.bibliographicCitation Biosensors and Bioelectronics, v.195 -
dc.description.isOpenAccess TRUE -
dc.subject.keywordAuthor Cardiomyocyte characterization -
dc.subject.keywordAuthor Label-free biosensors -
dc.subject.keywordAuthor Optical imaging -
dc.subject.keywordAuthor Cardiotoxicity screening -
dc.subject.keywordAuthor High content screening -
dc.subject.keywordAuthor Cardiomyocyte motion tracking -
dc.subject.keywordPlus FIELD -
dc.subject.keywordPlus IDENTIFICATION -
dc.subject.keywordPlus MICROSCOPY -
dc.subject.keywordPlus BIOSENSORS -
dc.subject.keywordPlus CONTRAST -
dc.subject.keywordPlus CELLS -
dc.subject.keywordPlus CLAMP -
dc.citation.title Biosensors and Bioelectronics -
dc.citation.volume 195 -
dc.description.journalRegisteredClass scie -
dc.description.journalRegisteredClass scopus -
dc.relation.journalResearchArea Biophysics; Biotechnology & Applied Microbiology; Chemistry; Electrochemistry; Science & Technology - Other Topics -
dc.relation.journalWebOfScienceCategory Biophysics; Biotechnology & Applied Microbiology; Chemistry, Analytical; Electrochemistry; Nanoscience & Nanotechnology -
dc.type.docType Article -
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Department of Robotics and Mechatronics Engineering Intelligent Imaging and Vision Systems Laboratory 1. Journal Articles

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