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.
机构:
Texas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
ExxonMobil Biomed Sci Inc, 1545 US Highway 22 East, Annandale, NJ 08801 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
Burnett, Sarah D.
Blanchette, Alexander D.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
ExxonMobil Biomed Sci Inc, 1545 US Highway 22 East, Annandale, NJ 08801 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
Blanchette, Alexander D.
Grimm, Fabian A.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
Grimm, Fabian A.
House, John S.
论文数: 0引用数: 0
h-index: 0
机构:
North Carolina State Univ, Bioinformat Res Ctr, Raleigh, NC 27695 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
House, John S.
Reif, David M.
论文数: 0引用数: 0
h-index: 0
机构:
North Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
North Carolina State Univ, Dept Stat, Raleigh, NC 27695 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
Reif, David M.
Wright, Fred A.
论文数: 0引用数: 0
h-index: 0
机构:
North Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
North Carolina State Univ, Dept Stat, Raleigh, NC 27695 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
Wright, Fred A.
Chiu, Weihsueh A.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
Chiu, Weihsueh A.
Rusyn, Ivan
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USATexas A&M Univ, Dept Vet Integrat Biosci, 4458 TAMU, College Stn, TX 77843 USA
机构:
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
Gerdts, Josiah
Sasaki, Yo
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
Sasaki, Yo
Vohra, Bhupinder
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cent Arkansas, Dept Biol, Conway, AR 72034 USAWashington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
Vohra, Bhupinder
Marasa, Jayne
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, BRIGHT Inst, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
Marasa, Jayne
Milbrandt, Jeffrey
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
Washington Univ, Sch Med, Hope Ctr Neurol Disorders, Mol Imaging Ctr,Mallinckrodt Inst Radiol, St Louis, MO 63110 USAWashington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA
机构:
Univ Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Peach, Kelly C.
Bray, Walter M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Univ Calif Santa Cruz, Chem Screening Ctr, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Bray, Walter M.
Shikuma, Nicholas J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Microbiol & Environm Toxicol, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Shikuma, Nicholas J.
Gassner, Nadine C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Univ Calif Santa Cruz, Chem Screening Ctr, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Gassner, Nadine C.
Lokey, R. Scott
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Univ Calif Santa Cruz, Chem Screening Ctr, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Lokey, R. Scott
Yildiz, Fitnat H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Microbiol & Environm Toxicol, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
Yildiz, Fitnat H.
Linington, Roger G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USAUniv Calif Santa Cruz, Dept Chem & Biochem, Santa Cruz, CA 95064 USA
机构:
Northwestern Univ, Dept Mech Engn, Evanston, IL 60208 USANorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA
Huang, Tianyu
Gao, Jiaying
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Mech Engn, Evanston, IL 60208 USANorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA
Gao, Jiaying
Sun, Qingping
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Energy & Power Engn, Jiangsu Prov Key Lab Aerosp Power Syst, Nanjing, Peoples R ChinaNorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA
Sun, Qingping
Zeng, Danielle
论文数: 0引用数: 0
h-index: 0
机构:
Ford Motor Co, Res & Adv Engn, Dearborn, MI 48121 USANorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA
Zeng, Danielle
Su, Xuming
论文数: 0引用数: 0
h-index: 0
机构:
Ford Motor Co, Res & Adv Engn, Dearborn, MI 48121 USANorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA
Su, Xuming
Liu, Wing Kam
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Mech Engn, Evanston, IL 60208 USANorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA
Liu, Wing Kam
Chen, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Mech Engn, Evanston, IL 60208 USANorthwestern Univ, Dept Mech Engn, Evanston, IL 60208 USA