Mid Sweden University

miun.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Automated analysis of human cardiomyocytes dynamics with holographic image-based tracking for cardiotoxicity screening
Mid Sweden University, Faculty of Science, Technology and Media, Department of Electronics Design.
Show others and affiliations
2022 (English)In: Biosensors & bioelectronics, ISSN 0956-5663, E-ISSN 1873-4235, Vol. 195, article id 113570Article in journal (Refereed) Published
Abstract [en]

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. 

Place, publisher, year, edition, pages
2022. Vol. 195, article id 113570
Keywords [en]
Cardiomyocyte characterization, Cardiomyocyte motion tracking, Cardiotoxicity screening, High content screening, Label-free biosensors, Optical imaging, Cytology, Motion analysis, Reliability analysis, Stem cells, Cardiomyocytes, Cardiotoxicity, High-content screening, Holographic images, Image based tracking, Label-free biosensor, Holography
National Category
Basic Medicine
Identifiers
URN: urn:nbn:se:miun:diva-42949DOI: 10.1016/j.bios.2021.113570ISI: 000697557200004Scopus ID: 2-s2.0-85113439365OAI: oai:DiVA.org:miun-42949DiVA, id: diva2:1591584
Available from: 2021-09-07 Created: 2021-09-07 Last updated: 2021-10-01

Open Access in DiVA

fulltext(11226 kB)612 downloads
File information
File name FULLTEXT01.pdfFile size 11226 kBChecksum SHA-512
f204c5150df9ede110931ee50c9314d0941b41c0754936de00259ef25b894ccfa948f315338983c5147d4a6ee66e1dedb1d88727b8b2d5604e6d2b4c6c0ffc66
Type fulltextMimetype application/pdf

Other links

Publisher's full textScopus

Authority records

Jaferzadeh, Keyvan

Search in DiVA

By author/editor
Jaferzadeh, Keyvan
By organisation
Department of Electronics Design
In the same journal
Biosensors & bioelectronics
Basic Medicine

Search outside of DiVA

GoogleGoogle Scholar
Total: 612 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 231 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf