Automated analysis of human cardiomyocytes dynamics with holographic image-based tracking for cardiotoxicity screening

被引:10
|
作者
Ahamadzadeh, Ezat [1 ]
Jaferzadeh, Keyvan [2 ]
Park, Seonghwan [1 ]
Son, Seungwoo [1 ]
Moon, Inkyu [1 ]
机构
[1] Daegu Gyeongbuk Inst Sci & Technol DGIST, Dept Robot Engn, Daegu 42988, South Korea
[2] Mid Sweden Univ, Dept Elect Design, S-85170 Sundsvall, Sweden
基金
新加坡国家研究基金会;
关键词
Cardiomyocyte characterization; Label-free biosensors; Optical imaging; Cardiotoxicity screening; High content screening; Cardiomyocyte motion tracking; FIELD; IDENTIFICATION; MICROSCOPY; BIOSENSORS; CONTRAST; CELLS; CLAMP;
D O I
10.1016/j.bios.2021.113570
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
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 mu M). 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 singlecell level for cardiotoxicity screening.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Automated Stain-Free Holographic Image-Based Phenotypic Classification of Elliptical Cancer Cells
    Jaferzadeh, Kevyan
    Son, Seungwoo
    Rehman, Abdur
    Park, Seonghwan
    Moon, Inkyu
    ADVANCED PHOTONICS RESEARCH, 2023, 4 (01):
  • [2] Automated Image-Based Phenotypic Analysis in Zebrafish Embryos
    Vogt, Andreas
    Cholewinski, Andrzej
    Shen, Xiaoqiang
    Nelson, Scott G.
    Lazo, John S.
    Tsang, Michael
    Hukriede, Neil A.
    DEVELOPMENTAL DYNAMICS, 2009, 238 (03) : 656 - 663
  • [3] Automated fast label-free quantification of cardiomyocyte dynamics with raw holograms for cardiotoxicity screening
    Moon, Inkyu
    Ahmadzadeh, Ezat
    Kim, Youhyun
    Rappaz, Benjamin
    Turcatti, Gerardo
    BIOMEDICAL OPTICS EXPRESS, 2025, 16 (02): : 398 - 414
  • [4] Automated image-based analysis of adherent thrombocytes on polymer surfaces
    Braune, S.
    Alagoez, G.
    Seifert, B.
    Lendlein, A.
    Jung, F.
    CLINICAL HEMORHEOLOGY AND MICROCIRCULATION, 2012, 52 (2-4) : 349 - 355
  • [5] iScreen: Image-Based High-Content RNAi Screening Analysis Tools
    Zhong, Rui
    Dong, Xiaonan
    Levine, Beth
    Xie, Yang
    Xiao, Guanghua
    JOURNAL OF BIOMOLECULAR SCREENING, 2015, 20 (08) : 998 - 1002
  • [6] IMAGE-BASED REPRESENTATION AND MODELING OF SPATIOTEMPORAL CELL DYNAMICS
    Yang, Ge
    Olivo-Marin, Jean-Christophe
    2013 IEEE 10TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2013, : 1198 - 1201
  • [7] Screening Cellular Feature Measurements for Image-Based Assay Development
    Logan, David J.
    Carpenter, Anne E.
    JOURNAL OF BIOMOLECULAR SCREENING, 2010, 15 (07) : 840 - 846
  • [8] An Image-Based High-Content Screening Assay for Compounds Targeting Intracellular Leishmania donovani Amastigotes in Human Macrophages
    Siqueira-Neto, Jair L.
    Moon, Seunghyun
    Jang, Jiyeon
    Yang, Gyongseon
    Lee, Changbok
    Moon, Hong Kee
    Chatelain, Eric
    Genovesio, Auguste
    Cechetto, Jonathan
    Freitas-Junior, Lucio H.
    PLOS NEGLECTED TROPICAL DISEASES, 2012, 6 (06):
  • [9] Image-Based Analysis of Protein Stability
    Hickman, K. Ashley
    Hariharan, Santosh
    De Melo, Jason
    Ylanko, Jarkko
    Lustig, Lindsay C.
    Penn, Linda Z.
    Andrews, David W.
    CYTOMETRY PART A, 2020, 97 (04) : 363 - 377
  • [10] A Robust Automated Image-Based Phenotyping Method for Rapid Vegetative Screening of Wheat Germplasm for Nitrogen Use Efficiency
    Nguyen, Giao N.
    Maharjan, Pankaj
    Maphosa, Lance
    Vakani, Jignesh
    Thoday-Kennedy, Emily
    Kant, Surya
    FRONTIERS IN PLANT SCIENCE, 2019, 10